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2024-05-06
JPEG XL and
the Pareto front
Higher numbers allow more computation at the expense of time.
— cjxl -v -v -v -v, 2023
jon will be angry about this
— fab, 2021-2024
In most use cases, you would use the library directly, not call cjxl/djxl on intermediate files...
— Jon, 2024
Also what do the extra 4 “-v” s do
— TheAznCoderPro, 2024
programs are finite
again, programs are finite
and programs are finite
if you hardcoded the pattern on an infinite canvas, that would make your program inifnite in size. but programs are finite
MA trees cannot generate that repeating pattern (I already explained why) so you'd need to hardcode it, which doesn't work because programs are finite
so you'll still end up with infinite program data required to generate that initial repeating pattern
which would constitute an infinite program
and programs are finite, as I have continued to remind you
huh, I guess you could do that
— Traneptora, 2024
Source PNGs which I had previously optimized were replaced via mogrify -format png. All files were then run through exiftool -all=. Sections in this document may include metadata when labeled -strip 0 and will not when labeled -strip 1.
Colorspace and transparency tags were sourced from identify, all other tags were my personal judgement. I tagged based on overall content, but also deviations. film with ui usually implies some video player overlay. game with ui implies UI external to the game. boxed implies a deviating (smooth) border, like web background around a screenshot of a photo. watermark with pixel_art implies a pixelated signature designed into the content.
All images were 8 bit-per-channel or less.
Single trials were timed on an i5-13600K using bash time.
| encoder | version | implied flags |
|---|---|---|
| cjxl | 0.10.1 | --disable_output --allow_expert_options |
| cjxl | 0.9.0 | --disable_output |
| cjxl | 0.8.2 | --disable_output |
| cjxl | 0.7.0 | |
| cjxl | 0.6.1 | |
| cwebp | 1.3.2 | -metadata all |
| ect | 0.9.5 | |
| oxipng | 9.0.0 | -P |
| pingo | 0.99 | -nostrip |
Note: timings for ect and pingo include output file write time.
contents | cjxl-releases-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
794 100.00% 1.31 100.00% 87506 0.10 0.93 all 1 0.13% 0.08 0.01% 45979 0.57 0.83 painting
65 8.19% 2.73 17.06% 168476 0.07 0.86 3d 1 0.13% 2.36 0.23% 59557 0.03 0.77 panorama
32 4.03% 0.25 0.77% 15063 0.06 0.87 albedo 94 11.84% 0.85 7.67% 115300 0.15 0.84 photo
18 2.27% 1.57 2.72% 194320 0.19 1.00 album_art 21 2.64% 1.84 3.72% 251721 0.21 0.84 photo_like
45 5.67% 1.55 6.71% 75544 0.06 1.21 algorithmic 73 9.19% 0.23 1.59% 804 0.00 0.78 pixel_art
3 0.38% 1.82 0.53% 116147 0.06 0.85 blend 33 4.16% 1.62 5.13% 9346 0.00 2.33 pixel_art_scaled
10 1.26% 1.53 1.47% 126413 0.15 0.80 boxed 6 0.76% 0.30 0.17% 139 0.00 0.74 reduced_palette
14 1.76% 3.63 4.89% 25988 0.01 0.92 chart 3 0.38% 7.65 2.21% 282036 0.03 0.79 scan
1 0.13% 2.07 0.20% 456202 0.22 0.80 collage 11 1.39% 1.59 1.68% 5063 0.01 1.06 sprite_sheet
12 1.51% 3.94 4.54% 80719 0.02 0.79 comic 2 0.25% 0.40 0.08% 46824 0.13 0.92 stereogram
2 0.25% 1.05 0.20% 31449 0.03 0.73 diffuse 24 3.02% 0.52 1.21% 3400 0.01 0.96 text
73 9.19% 1.89 13.28% 127204 0.08 0.79 digital_painting 68 8.56% 0.30 1.94% 33012 0.13 0.84 texture
6 0.76% 1.66 0.96% 302073 0.18 0.84 digital_painting_like 2 0.25% 0.92 0.18% 16480 0.02 0.71 thumbnail
3 0.38% 1.12 0.32% 25396 0.03 0.87 dither_mean 58 7.30% 1.28 7.16% 55987 0.04 0.96 ui
2 0.25% 8.25 1.59% 422948 0.05 0.73 drawing 6 0.76% 3.89 2.25% 9966 0.00 0.88 vector
24 3.02% 1.73 4.00% 79792 0.10 0.82 edit 60 7.56% 1.52 8.77% 123847 0.11 1.12 watermark
3 0.38% 0.54 0.16% 4703 0.04 0.92 emoji 682 85.89% 1.37 89.92% 94163 0.09 0.93 visibly_opaque
21 2.64% 1.77 3.58% 135078 0.09 0.78 film 112 14.11% 0.94 10.08% 46972 0.11 0.91 visibly_transparent
2 0.25% 8.52 1.64% 6 0.00 1.11 fractal 6 0.76% 0.37 0.21% 800 0.01 0.88 DirectClass_Gray_Alpha
84 10.58% 2.24 18.08% 123777 0.05 0.90 game 493 62.09% 1.48 70.21% 119230 0.12 0.91 DirectClass_sRGB
20 2.52% 1.48 2.85% 15462 0.02 1.00 game_asset 171 21.54% 1.22 20.09% 62487 0.11 1.05 DirectClass_sRGB_Alpha
8 1.01% 1.82 1.40% 68722 0.04 0.93 glitch 30 3.78% 1.63 4.71% 133 0.00 0.84 PseudoClass_Gray
2 0.25% 1.72 0.33% 146688 0.09 0.80 gregstump 87 10.96% 0.54 4.55% 55 0.00 0.82 PseudoClass_sRGB
24 3.02% 0.02 0.04% 4940 0.29 0.85 icon 7 0.88% 0.33 0.22% 102 0.00 1.45 PseudoClass_sRGB_Alpha
27 3.40% 1.14 2.96% 124026 0.10 0.72 jxl_art 9 1.13% 0.32 0.28% 20310 0.09 0.85 source_app
1 0.13% 0.87 0.08% 224155 0.26 0.87 kaleidoscope 83 10.45% 0.35 2.83% 20265 0.16 0.84 source_app->exiftool
16 2.02% 1.37 2.11% 3173 0.00 2.06 larip 41 5.16% 0.27 1.05% 41699 0.17 0.83 source_gimp
56 7.05% 0.21 1.15% 27049 0.13 0.80 logo 2 0.25% 1.62 0.31% 241406 0.12 1.33 source_gimp->exiftool
81 10.20% 1.17 9.11% 94366 0.12 0.84 lossy 11 1.39% 1.37 1.46% 48831 0.04 0.87 source_gnome_screenshot->exiftool
51 6.42% 1.75 8.58% 254917 0.23 0.84 machine_learning 1 0.13% 2.07 0.20% 19818 0.01 0.79 source_imagemagick
21 2.64% 0.99 1.99% 62692 0.08 0.97 misc 522 65.74% 1.45 72.87% 89921 0.08 0.91 source_imagemagick->exiftool
22 2.77% 1.66 3.52% 140632 0.11 0.88 mixed 2 0.25% 1.79 0.34% 59126 0.03 0.80 source_sdl
2 0.25% 0.79 0.15% 4733 0.01 1.00 mosaic 33 4.16% 1.69 5.38% 129706 0.11 0.93 source_unknown->exiftool
34 4.28% 0.30 0.97% 49998 0.20 0.83 normal 31 3.90% 1.48 4.40% 52984 0.04 1.71 source_web
6 0.76% 2.39 1.38% 31417 0.08 0.83 optical_illusion 59 7.43% 1.92 10.90% 201456 0.13 0.92 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
567397050 4.3278975 29.47% 27.83% 0.16067425 R cjxl_0.8.2_d0e9num_threads0
567398558 4.3280049 1.51% ···· 0.16063062 · cjxl_0.7.0_d0e9num_threads0
569344785 4.3407794 11.21% 10.83% 0.1900518 R cjxl_0.9.0_d0e9num_threads0
569271937 4.3446396 32.49% 31.99% 0.17665093 · cjxl_0.10.1_d0e10num_threads0
566757570 4.3677038 19.77% 19.77% 0.15731721 · cjxl_0.6.1_d0e9num_threads0
587092039 4.4537427 3.15% 2.90% 0.5330277 R cjxl_0.10.1_d0e9num_threads0
588652232 4.5044936 1.13% 1.13% 0.8193141 R cjxl_0.8.2_d0e8num_threads0
588653740 4.5046011 ···· ···· 0.8241499 R cjxl_0.7.0_d0e8num_threads0
589797957 4.5237624 1.51% 0.76% 0.8681719 R cjxl_0.9.0_d0e8num_threads0
586617915 4.5297195 0.50% 0.50% 0.7232749 · cjxl_0.6.1_d0e8num_threads0
594639156 4.5329095 1.01% 0.13% 0.9032035 R cjxl_0.10.1_d0e8num_threads0
600633813 4.6115385 ···· ···· 1.71098 R cjxl_0.8.2_d0e7num_threads0
600635321 4.6116459 ···· ···· 1.73154 R cjxl_0.7.0_d0e7num_threads0
596590670 4.6325577 0.13% 0.13% 1.446795 · cjxl_0.6.1_d0e7num_threads0
603651957 4.6388165 0.13% ···· 2.03636 R cjxl_0.9.0_d0e7num_threads0
607441770 4.6450544 0.13% ···· 2.14114 R cjxl_0.10.1_d0e7num_threads0
617272078 4.7758517 ···· ···· 1.80142 · cjxl_0.6.1_d0e6num_threads0
623624449 4.7802767 ···· ···· 2.13534 · cjxl_0.8.2_d0e6num_threads0
623625957 4.7803842 ···· ···· 2.16858 R cjxl_0.7.0_d0e6num_threads0
620369555 4.8040005 ···· ···· 1.86729 · cjxl_0.6.1_d0e5num_threads0
626945122 4.8113795 ···· ···· 2.22019 R cjxl_0.8.2_d0e5num_threads0
626946630 4.8114870 ···· ···· 2.25304 R cjxl_0.7.0_d0e5num_threads0
636258262 4.8437395 ···· ···· 2.44008 R cjxl_0.9.0_d0e6num_threads0
638095662 4.8466955 ···· ···· 2.56296 R cjxl_0.10.1_d0e6num_threads0
651651482 4.9534379 ···· ···· 2.86942 R cjxl_0.9.0_d0e5num_threads0
651943623 4.9545087 ···· ···· 3.01724 R cjxl_0.10.1_d0e5num_threads0
654406904 5.0657614 0.63% 0.25% 2.47652 · cjxl_0.6.1_d0e4num_threads0
654409781 5.0670234 0.38% ···· 2.99290 · cjxl_0.8.2_d0e4num_threads0
654411289 5.0671308 ···· ···· 3.03062 R cjxl_0.7.0_d0e4num_threads0
693341173 5.3036153 ···· ···· 4.66844 R cjxl_0.9.0_d0e4num_threads0
733528330 5.3281810 ···· ···· 4.68953 R cjxl_0.10.1_d0e4num_threads0
733433363 5.6641034 ···· ···· 10.0236 R cjxl_0.9.0_d0e3num_threads0
791327382 5.7020072 ···· ···· 10.3187 R cjxl_0.10.1_d0e3num_threads0
745132983 5.9477190 ···· ···· 8.21709 · cjxl_0.6.1_d0e3num_threads0
745129858 5.9478159 0.25% 0.25% 9.86112 · cjxl_0.8.2_d0e3num_threads0
745131366 5.9479234 ···· ···· 9.87524 · cjxl_0.7.0_d0e3num_threads0
783312006 6.0014470 ···· ···· 14.842 R cjxl_0.9.0_d0e2num_threads0
816310490 6.0106138 ···· ···· 15.672 R cjxl_0.10.1_d0e2num_threads0
797110878 6.2562166 0.13% 0.13% 15.347 · cjxl_0.8.2_d0e2num_threads0
797112386 6.2563241 ···· ···· 15.314 · cjxl_0.7.0_d0e2num_threads0
797120327 6.2564540 0.13% 0.13% 12.379 · cjxl_0.6.1_d0e2num_threads0
859442802 6.5839778 ···· ···· 58.476 R cjxl_0.9.0_d0e1num_threads0
859443147 6.5843629 ···· ···· 57.796 · cjxl_0.10.1_d0e1num_threads0
916950786 7.0482895 ···· ···· 60.029 R cjxl_0.8.2_d0e1num_threads0
926256278 7.2017446 ···· ···· 16.806 · cjxl_0.7.0_d0e1num_threads0
929784263 7.2353526 ···· ···· 12.918 · cjxl_0.6.1_d0e1num_threads0
contents | cjxl-releases-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
60 100.00% 6.33 100.00% 212547 0.04 0.97 all 3 5.00% 6.57 5.19% 290339 0.05 0.87 photo_like
10 16.67% 6.92 18.21% 288636 0.04 0.86 3d 4 6.67% 6.31 6.65% 59155 0.01 2.72 pixel_art_scaled
3 5.00% 3.90 3.08% 170740 0.04 0.75 album_art 3 5.00% 7.65 6.04% 282036 0.03 0.79 scan
2 3.33% 10.29 5.41% 119546 0.03 1.21 algorithmic 1 1.67% 12.06 3.17% 17006 0.00 0.51 sprite_sheet
5 8.33% 8.34 10.97% 60293 0.01 0.93 chart 1 1.67% 4.26 1.12% 259098 0.06 0.82 ui
6 10.00% 6.05 9.55% 99374 0.02 0.82 comic 4 6.67% 4.90 5.16% 6958 0.00 0.80 vector
10 16.67% 6.14 16.17% 301061 0.06 0.81 digital_painting 5 8.33% 6.88 9.06% 189606 0.03 0.83 watermark
2 3.33% 8.25 4.34% 422948 0.05 0.73 drawing 53 88.33% 6.03 84.14% 225775 0.04 0.99 visibly_opaque
4 6.67% 5.15 5.42% 93390 0.02 0.87 edit 7 11.67% 8.61 15.86% 112393 0.02 0.79 visibly_transparent
1 1.67% 16.78 4.42% 7 0.00 1.68 fractal 38 63.33% 6.09 60.95% 275505 0.05 0.84 DirectClass_sRGB
8 13.33% 7.81 16.44% 337221 0.04 0.88 game 16 26.67% 6.58 27.73% 142657 0.03 1.28 DirectClass_sRGB_Alpha
1 1.67% 12.06 3.17% 17006 0.00 0.51 game_asset 5 8.33% 5.25 6.90% 221 0.00 0.81 PseudoClass_Gray
1 1.67% 3.79 1.00% 239084 0.06 0.75 jxl_art 1 1.67% 16.78 4.42% 7 0.00 1.68 PseudoClass_sRGB
2 3.33% 4.39 2.31% 138196 0.03 0.91 lossy 1 1.67% 12.06 3.17% 17006 0.00 0.51 source_app->exiftool
6 10.00% 5.83 9.21% 336795 0.05 0.85 machine_learning 1 1.67% 4.26 1.12% 259098 0.06 0.82 source_gnome_screenshot->exiftool
1 1.67% 3.61 0.95% 256 0.00 0.73 misc 39 65.00% 6.90 70.79% 209974 0.03 0.87 source_imagemagick->exiftool
2 3.33% 5.40 2.84% 399287 0.08 0.88 mixed 5 8.33% 4.71 6.20% 195770 0.04 0.76 source_unknown->exiftool
3 5.00% 4.39 3.47% 7306 0.00 0.76 optical_illusion 4 6.67% 5.00 5.26% 130533 0.04 1.83 source_web
1 1.67% 4.37 1.15% 37531 0.01 0.79 photo 10 16.67% 5.11 13.45% 278675 0.05 1.18 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
197231203 4.3532990 25.00% 25.00% 0.1232308 R cjxl_0.6.1_d0e9num_threads0
197813596 4.3642243 33.33% 28.33% 0.1243201 R cjxl_0.8.2_d0e9num_threads0
197813704 4.3642270 5.00% ···· 0.1245675 R cjxl_0.7.0_d0e9num_threads0
198735234 4.3822128 25.00% 25.00% 0.1386250 R cjxl_0.10.1_d0e10num_threads0
198767441 4.3824060 10.00% 10.00% 0.1469352 R cjxl_0.9.0_d0e9num_threads0
204162633 4.5109486 1.67% 1.67% 0.677420 R cjxl_0.6.1_d0e8num_threads0
205188173 4.5323401 1.67% 1.67% 0.715484 R cjxl_0.8.2_d0e8num_threads0
205188281 4.5323428 ···· ···· 0.718165 R cjxl_0.7.0_d0e8num_threads0
205493993 4.5358609 ···· ···· 0.762686 R cjxl_0.9.0_d0e8num_threads0
207001697 4.5732882 ···· ···· 1.33993 R cjxl_0.6.1_d0e7num_threads0
208306752 4.5930091 ···· ···· 0.659336 · cjxl_0.10.1_d0e9num_threads0
208793050 4.6123596 ···· ···· 1.45275 R cjxl_0.8.2_d0e7num_threads0
208793158 4.6123623 ···· ···· 1.46782 R cjxl_0.7.0_d0e7num_threads0
209810420 4.6314329 ···· ···· 1.69958 R cjxl_0.9.0_d0e7num_threads0
210086386 4.6370452 ···· ···· 1.25555 · cjxl_0.10.1_d0e8num_threads0
213313858 4.7094013 ···· ···· 2.93159 R cjxl_0.10.1_d0e7num_threads0
214946250 4.7447763 ···· ···· 1.86589 · cjxl_0.6.1_d0e6num_threads0
215749238 4.7653139 ···· ···· 1.92193 · cjxl_0.6.1_d0e5num_threads0
217245651 4.7965645 ···· ···· 2.02443 · cjxl_0.8.2_d0e6num_threads0
217245759 4.7965671 ···· ···· 2.04769 · cjxl_0.7.0_d0e6num_threads0
217983429 4.8162219 ···· ···· 2.08448 · cjxl_0.8.2_d0e5num_threads0
217983537 4.8162246 ···· ···· 2.10685 · cjxl_0.7.0_d0e5num_threads0
222183030 4.8910656 ···· ···· 2.25547 · cjxl_0.9.0_d0e6num_threads0
222254746 4.9277578 3.33% ···· 2.59181 · cjxl_0.6.1_d0e4num_threads0
222266482 4.9278813 3.33% ···· 2.73037 · cjxl_0.8.2_d0e4num_threads0
222266590 4.9278840 ···· ···· 2.75841 · cjxl_0.7.0_d0e4num_threads0
223724946 4.9294010 ···· ···· 3.63294 R cjxl_0.10.1_d0e6num_threads0
228305259 5.0233803 ···· ···· 2.83480 · cjxl_0.9.0_d0e5num_threads0
228287608 5.0304117 ···· ···· 4.40171 R cjxl_0.10.1_d0e5num_threads0
238694731 5.2418894 ···· ···· 4.7502 R cjxl_0.9.0_d0e4num_threads0
247919071 5.4012043 ···· ···· 11.125 R cjxl_0.9.0_d0e3num_threads0
249496103 5.4153247 ···· ···· 11.287 R cjxl_0.8.2_d0e3num_threads0
249496211 5.4153274 ···· ···· 11.227 · cjxl_0.7.0_d0e3num_threads0
249497092 5.4153492 ···· ···· 10.758 · cjxl_0.6.1_d0e3num_threads0
278862176 5.5768461 ···· ···· 4.7660 · cjxl_0.10.1_d0e4num_threads0
305647930 5.8948397 ···· ···· 11.640 R cjxl_0.10.1_d0e3num_threads0
266317690 5.9110820 ···· ···· 17.600 R cjxl_0.9.0_d0e2num_threads0
272130569 5.9580529 ···· ···· 17.904 R cjxl_0.8.2_d0e2num_threads0
272130677 5.9580555 ···· ···· 17.781 · cjxl_0.7.0_d0e2num_threads0
272131635 5.9580799 ···· ···· 17.245 · cjxl_0.6.1_d0e2num_threads0
299798619 6.0652433 ···· ···· 20.060 R cjxl_0.10.1_d0e2num_threads0
300269468 6.4934953 ···· ···· 74.40 R cjxl_0.9.0_d0e1num_threads0
300269990 6.4935084 ···· ···· 74.82 R cjxl_0.10.1_d0e1num_threads0
344990967 6.8532340 ···· ···· 75.62 R cjxl_0.8.2_d0e1num_threads0
342165088 6.9147951 ···· ···· 19.500 · cjxl_0.7.0_d0e1num_threads0
343080974 6.9371003 ···· ···· 18.211 · cjxl_0.6.1_d0e1num_threads0
contents | cjxl-multi-0.10.1 cjxl-multi-0.9.0 > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
794 100.00% 1.31 100.00% 87506 0.10 0.95 all 34 4.28% 0.30 0.97% 49998 0.20 0.84 normal
65 8.19% 2.73 17.06% 168476 0.07 0.86 3d 6 0.76% 2.39 1.38% 31417 0.08 0.82 optical_illusion
32 4.03% 0.25 0.77% 15063 0.06 0.88 albedo 1 0.13% 0.08 0.01% 45979 0.57 0.82 painting
18 2.27% 1.57 2.72% 194320 0.19 1.03 album_art 1 0.13% 2.36 0.23% 59557 0.03 0.81 panorama
45 5.67% 1.55 6.71% 75544 0.06 1.28 algorithmic 94 11.84% 0.85 7.67% 115300 0.15 0.85 photo
3 0.38% 1.82 0.53% 116147 0.06 0.85 blend 21 2.64% 1.84 3.72% 251721 0.21 0.83 photo_like
10 1.26% 1.53 1.47% 126413 0.15 0.81 boxed 73 9.19% 0.23 1.59% 804 0.00 0.90 pixel_art
14 1.76% 3.63 4.89% 25988 0.01 0.97 chart 33 4.16% 1.62 5.13% 9346 0.00 2.32 pixel_art_scaled
1 0.13% 2.07 0.20% 456202 0.22 0.84 collage 6 0.76% 0.30 0.17% 139 0.00 0.88 reduced_palette
12 1.51% 3.94 4.54% 80719 0.02 0.84 comic 3 0.38% 7.65 2.21% 282036 0.03 0.80 scan
2 0.25% 1.05 0.20% 31449 0.03 0.88 diffuse 11 1.39% 1.59 1.68% 5063 0.01 1.09 sprite_sheet
73 9.19% 1.89 13.28% 127204 0.08 0.79 digital_painting 2 0.25% 0.40 0.08% 46824 0.13 0.92 stereogram
6 0.76% 1.66 0.96% 302073 0.18 0.82 digital_painting_like 24 3.02% 0.52 1.21% 3400 0.01 0.97 text
3 0.38% 1.12 0.32% 25396 0.03 0.88 dither_mean 68 8.56% 0.30 1.94% 33012 0.13 0.86 texture
2 0.25% 8.25 1.59% 422948 0.05 0.73 drawing 2 0.25% 0.92 0.18% 16480 0.02 0.75 thumbnail
24 3.02% 1.73 4.00% 79792 0.10 0.83 edit 58 7.30% 1.28 7.16% 55987 0.04 0.99 ui
3 0.38% 0.54 0.16% 4703 0.04 0.94 emoji 6 0.76% 3.89 2.25% 9966 0.00 0.87 vector
21 2.64% 1.77 3.58% 135078 0.09 0.78 film 60 7.56% 1.52 8.77% 123847 0.11 1.11 watermark
2 0.25% 8.52 1.64% 6 0.00 2.17 fractal 682 85.89% 1.37 89.92% 94163 0.09 0.96 visibly_opaque
84 10.58% 2.24 18.08% 123777 0.05 0.87 game 112 14.11% 0.94 10.08% 46972 0.11 0.92 visibly_transparent
20 2.52% 1.48 2.85% 15462 0.02 1.02 game_asset 6 0.76% 0.37 0.21% 800 0.01 1.06 DirectClass_Gray_Alpha
8 1.01% 1.82 1.40% 68722 0.04 0.97 glitch 493 62.09% 1.48 70.21% 119230 0.12 0.90 DirectClass_sRGB
2 0.25% 1.72 0.33% 146688 0.09 0.80 gregstump 171 21.54% 1.22 20.09% 62487 0.11 1.07 DirectClass_sRGB_Alpha
24 3.02% 0.02 0.04% 4940 0.29 0.84 icon 30 3.78% 1.63 4.71% 133 0.00 0.81 PseudoClass_Gray
27 3.40% 1.14 2.96% 124026 0.10 0.75 jxl_art 87 10.96% 0.54 4.55% 55 0.00 1.02 PseudoClass_sRGB
1 0.13% 0.87 0.08% 224155 0.26 0.87 kaleidoscope 7 0.88% 0.33 0.22% 102 0.00 1.19 PseudoClass_sRGB_Alpha
16 2.02% 1.37 2.11% 3173 0.00 2.06 larip 92 11.59% 0.35 3.10% 20270 0.15 0.88 source_app
56 7.05% 0.21 1.15% 27049 0.13 0.85 logo 43 5.42% 0.33 1.36% 50988 0.17 0.85 source_gimp
81 10.20% 1.17 9.11% 94366 0.12 0.85 lossy 11 1.39% 1.37 1.46% 48831 0.04 0.94 source_gnome_screenshot
51 6.42% 1.75 8.58% 254917 0.23 0.83 machine_learning 523 65.87% 1.45 73.07% 89787 0.08 0.93 source_imagemagick
21 2.64% 0.99 1.99% 62692 0.08 0.98 misc 2 0.25% 1.79 0.34% 59126 0.03 0.80 source_sdl
22 2.77% 1.66 3.52% 140632 0.11 0.91 mixed 33 4.16% 1.69 5.38% 129706 0.11 0.95 source_unknown
2 0.25% 0.79 0.15% 4733 0.01 1.03 mosaic 90 11.34% 1.77 15.30% 150316 0.10 1.20 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
569485327 4.3475909 31.99% 31.36% 0.18063215 0.1950608 CR cjxl_0.9.0_d0e9
569412479 4.3514512 61.46% 60.83% 0.16872825 0.1820425 ·· cjxl_0.10.1_d0e10
587232581 4.4605543 4.53% 4.16% 0.4620362 0.9619373 CR cjxl_0.10.1_d0e9
589938499 4.5305740 2.02% 1.26% 0.7459428 0.9562302 C· cjxl_0.9.0_d0e8
594779698 4.5397211 1.01% 0.13% 0.7536920 1.583421 CR cjxl_0.10.1_d0e8
603792499 4.6456281 0.13% ···· 1.62544 2.31989 CR cjxl_0.9.0_d0e7
607582312 4.6518660 0.13% ···· 1.67706 3.62772 CR cjxl_0.10.1_d0e7
636398804 4.8505511 ···· ···· 1.91516 2.87535 C· cjxl_0.9.0_d0e6
638236204 4.8535071 0.13% 0.13% 1.97140 4.39192 CR cjxl_0.10.1_d0e6
651792024 4.9602494 0.13% ···· 2.21674 3.52303 C· cjxl_0.9.0_d0e5
652084165 4.9613202 ···· ···· 2.26896 5.17907 CR cjxl_0.10.1_d0e5
693481715 5.3104269 0.25% ···· 3.25511 6.06163 CR cjxl_0.9.0_d0e4
733668872 5.3349926 0.38% 0.13% 3.25918 7.58721 CR cjxl_0.10.1_d0e4
733573905 5.6709149 ···· ···· 5.37770 18.529 CR cjxl_0.9.0_d0e3
791467924 5.7088188 ···· ···· 5.69823 20.916 CR cjxl_0.10.1_d0e3
783452548 6.0082585 ···· ···· 8.03262 21.160 CR cjxl_0.9.0_d0e2
816451032 6.0174253 ···· ···· 8.50401 24.389 CR cjxl_0.10.1_d0e2
859583344 6.5907894 ···· ···· 41.183 50.573 CR cjxl_0.9.0_d0e1
859583689 6.5911745 ···· ···· 40.752 47.557 ·· cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cjxl-multi-0.9.0 > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
60 100.00% 6.33 100.00% 212547 0.04 1.08 all 3 5.00% 6.57 5.19% 290339 0.05 0.86 photo_like
10 16.67% 6.92 18.21% 288636 0.04 0.85 3d 4 6.67% 6.31 6.65% 59155 0.01 3.63 pixel_art_scaled
3 5.00% 3.90 3.08% 170740 0.04 0.78 album_art 3 5.00% 7.65 6.04% 282036 0.03 0.80 scan
2 3.33% 10.29 5.41% 119546 0.03 2.38 algorithmic 1 1.67% 12.06 3.17% 17006 0.00 0.71 sprite_sheet
5 8.33% 8.34 10.97% 60293 0.01 0.97 chart 1 1.67% 4.26 1.12% 259098 0.06 0.91 ui
6 10.00% 6.05 9.55% 99374 0.02 0.86 comic 4 6.67% 4.90 5.16% 6958 0.00 0.80 vector
10 16.67% 6.14 16.17% 301061 0.06 0.82 digital_painting 5 8.33% 6.88 9.06% 189606 0.03 0.81 watermark
2 3.33% 8.25 4.34% 422948 0.05 0.73 drawing 53 88.33% 6.03 84.14% 225775 0.04 1.11 visibly_opaque
4 6.67% 5.15 5.42% 93390 0.02 0.90 edit 7 11.67% 8.61 15.86% 112393 0.02 0.84 visibly_transparent
1 1.67% 16.78 4.42% 7 0.00 3.98 fractal 38 63.33% 6.09 60.95% 275505 0.05 0.84 DirectClass_sRGB
8 13.33% 7.81 16.44% 337221 0.04 0.87 game 16 26.67% 6.58 27.73% 142657 0.03 1.55 DirectClass_sRGB_Alpha
1 1.67% 12.06 3.17% 17006 0.00 0.71 game_asset 5 8.33% 5.25 6.90% 221 0.00 0.85 PseudoClass_Gray
1 1.67% 3.79 1.00% 239084 0.06 0.78 jxl_art 1 1.67% 16.78 4.42% 7 0.00 3.98 PseudoClass_sRGB
2 3.33% 4.39 2.31% 138196 0.03 0.95 lossy 1 1.67% 12.06 3.17% 17006 0.00 0.71 source_app
6 10.00% 5.83 9.21% 336795 0.05 0.85 machine_learning 1 1.67% 4.26 1.12% 259098 0.06 0.91 source_gnome_screenshot
1 1.67% 3.61 0.95% 256 0.00 0.76 misc 39 65.00% 6.90 70.79% 209974 0.03 0.93 source_imagemagick
2 3.33% 5.40 2.84% 399287 0.08 0.91 mixed 5 8.33% 4.71 6.20% 195770 0.04 0.79 source_unknown
3 5.00% 4.39 3.47% 7306 0.00 0.76 optical_illusion 14 23.33% 5.08 18.71% 236349 0.05 1.65 source_web
1 1.67% 4.37 1.15% 37531 0.01 0.84 photo
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
198747243 4.3825690 63.33% 63.33% 0.1316493 0.1448965 CR cjxl_0.10.1_d0e10
198779450 4.3827623 33.33% 33.33% 0.1390851 0.1537457 CR cjxl_0.9.0_d0e9
205506002 4.5362172 1.67% 1.67% 0.658489 0.909984 CR cjxl_0.9.0_d0e8
208318761 4.5933653 ···· ···· 0.4140537 5.09812 ·R cjxl_0.10.1_d0e9
209822429 4.6317891 ···· ···· 1.42871 2.14326 C· cjxl_0.9.0_d0e7
210098395 4.6374015 ···· ···· 0.731516 8.21519 ·R cjxl_0.10.1_d0e8
213325867 4.7097576 ···· ···· 1.70840 17.116 CR cjxl_0.10.1_d0e7
222195039 4.8914218 ···· ···· 1.83915 3.00181 C· cjxl_0.9.0_d0e6
223736955 4.9297573 ···· ···· 2.13244 20.470 CR cjxl_0.10.1_d0e6
228317268 5.0237365 ···· ···· 2.25373 3.98888 C· cjxl_0.9.0_d0e5
228299617 5.0307680 ···· ···· 2.52217 23.122 CR cjxl_0.10.1_d0e5
238706740 5.2422456 ···· ···· 3.53115 7.2045 C· cjxl_0.9.0_d0e4
247931080 5.4015605 ···· ···· 6.5426 29.116 CR cjxl_0.9.0_d0e3
278874185 5.5772024 1.67% 1.67% 2.79454 23.959 ·· cjxl_0.10.1_d0e4
305659939 5.8951959 ···· ···· 6.3911 40.95 ·R cjxl_0.10.1_d0e3
266329699 5.9114382 ···· ···· 10.533 32.575 C· cjxl_0.9.0_d0e2
299810628 6.0655996 ···· ···· 10.631 50.05 CR cjxl_0.10.1_d0e2
300281477 6.4938515 ···· ···· 60.21 74.95 CR cjxl_0.9.0_d0e1
300281999 6.4938647 ···· ···· 59.67 68.25 ·· cjxl_0.10.1_d0e1
contents | single-extra > here
patches/no patches (mean) patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean) images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag | share | share | colors/px (mean) tag
762 100.00% 1.02 100.00% 79500 0.10 1.00 0.97 all 1 0.13% 0.08 0.01% 45979 0.57 1.00 0.82 painting
59 7.74% 2.08 15.79% 145775 0.07 1.00 0.86 3d 1 0.13% 2.36 0.30% 59557 0.03 1.00 0.81 panorama
32 4.20% 0.25 1.03% 15063 0.06 1.00 0.88 albedo 94 12.34% 0.85 10.27% 115300 0.15 1.00 0.85 photo
18 2.36% 1.57 3.64% 194320 0.19 1.00 1.03 album_art 18 2.36% 1.05 2.44% 245285 0.24 1.00 0.82 photo_like
44 5.77% 1.20 6.83% 77261 0.06 1.09 1.22 algorithmic 73 9.58% 0.23 2.13% 804 0.00 1.01 0.90 pixel_art
3 0.39% 1.82 0.70% 116147 0.06 1.00 0.85 blend 32 4.20% 1.41 5.80% 2289 0.00 1.00 2.72 pixel_art_scaled
10 1.31% 1.53 1.97% 126413 0.15 1.00 0.81 boxed 6 0.79% 0.30 0.23% 139 0.00 0.92 0.87 reduced_palette
12 1.57% 1.93 2.99% 15617 0.01 0.96 0.96 chart 10 1.31% 0.55 0.70% 3869 0.01 1.02 1.13 sprite_sheet
1 0.13% 2.07 0.27% 456202 0.22 1.00 0.84 collage 2 0.26% 0.40 0.10% 46824 0.13 1.00 0.92 stereogram
6 0.79% 1.83 1.41% 62064 0.03 0.96 0.83 comic 24 3.15% 0.52 1.61% 3400 0.01 0.91 0.97 text
2 0.26% 1.05 0.27% 31449 0.03 1.00 0.88 diffuse 68 8.92% 0.30 2.60% 33012 0.13 1.00 0.86 texture
67 8.79% 1.37 11.85% 108883 0.09 1.00 0.79 digital_painting 2 0.26% 0.92 0.24% 16480 0.02 1.00 0.75 thumbnail
6 0.79% 1.66 1.28% 302073 0.18 1.00 0.82 digital_painting_like 58 7.61% 1.28 9.59% 55987 0.04 0.94 0.99 ui
3 0.39% 1.12 0.43% 25396 0.03 1.00 0.88 dither_mean 5 0.66% 3.39 2.18% 10776 0.00 1.00 0.85 vector
22 2.89% 1.32 3.75% 87024 0.11 0.99 0.83 edit 57 7.48% 1.13 8.28% 117345 0.11 1.00 1.12 watermark
3 0.39% 0.54 0.21% 4703 0.04 1.02 0.94 emoji 653 85.70% 1.09 92.02% 85488 0.10 1.00 0.98 visibly_opaque
21 2.76% 1.77 4.79% 135078 0.09 1.00 0.78 film 109 14.30% 0.57 7.98% 43625 0.12 1.00 0.92 visibly_transparent
1 0.13% 0.26 0.03% 6 0.00 1.00 0.37 fractal 6 0.79% 0.37 0.29% 800 0.01 1.01 1.06 DirectClass_Gray_Alpha
76 9.97% 1.65 16.16% 101309 0.05 1.00 0.87 game 469 61.55% 1.18 71.32% 108247 0.12 0.99 0.91 DirectClass_sRGB
19 2.49% 0.92 2.26% 15381 0.02 1.01 1.04 game_asset 167 21.92% 0.94 20.29% 58667 0.11 1.00 1.15 DirectClass_sRGB_Alpha
8 1.05% 1.82 1.87% 68722 0.04 1.01 0.97 glitch 27 3.54% 1.11 3.87% 123 0.00 1.13 0.81 PseudoClass_Gray
2 0.26% 1.72 0.44% 146688 0.09 1.00 0.80 gregstump 86 11.29% 0.36 3.94% 56 0.00 1.00 0.99 PseudoClass_sRGB
24 3.15% 0.02 0.05% 4940 0.29 1.00 0.83 icon 7 0.92% 0.33 0.30% 102 0.00 1.01 1.19 PseudoClass_sRGB_Alpha
27 3.54% 1.14 3.96% 124026 0.10 1.15 0.75 jxl_art 9 1.18% 0.32 0.37% 20310 0.09 1.01 0.85 source_app
1 0.13% 0.87 0.11% 224155 0.26 1.00 0.87 kaleidoscope 82 10.76% 0.21 2.23% 20305 0.16 1.00 0.88 source_app->exiftool
16 2.10% 1.37 2.83% 3173 0.00 1.00 2.06 larip 41 5.38% 0.27 1.40% 41699 0.17 1.00 0.82 source_gimp
56 7.35% 0.21 1.54% 27049 0.13 1.00 0.85 logo 2 0.26% 1.62 0.42% 241406 0.12 1.00 1.47 source_gimp->exiftool
81 10.63% 1.17 12.19% 94366 0.12 1.00 0.85 lossy 11 1.44% 1.37 1.95% 48831 0.04 0.96 0.94 source_gnome_screenshot->exiftool
47 6.17% 1.32 7.99% 237199 0.24 1.00 0.82 machine_learning 1 0.13% 2.07 0.27% 19818 0.01 1.00 0.79 source_imagemagick
21 2.76% 0.99 2.67% 62692 0.08 1.01 0.97 misc 496 65.09% 1.09 69.67% 80483 0.08 1.00 0.93 source_imagemagick->exiftool
21 2.76% 1.42 3.84% 131078 0.11 0.99 0.90 mixed 2 0.26% 1.79 0.46% 59126 0.03 1.00 0.80 source_sdl
2 0.26% 0.79 0.20% 4733 0.01 1.03 1.03 mosaic 31 4.07% 1.42 5.67% 123022 0.12 1.00 0.96 source_unknown->exiftool
34 4.46% 0.30 1.30% 49998 0.20 1.00 0.84 normal 31 4.07% 1.48 5.89% 52984 0.04 0.99 1.82 source_web
6 0.79% 2.39 1.85% 31417 0.08 1.00 0.82 optical_illusion 56 7.35% 1.62 11.67% 187276 0.13 1.00 1.08 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean)| best of
390966066 4.0163793 100.00% ··· 0.00377108980 R· all
397758138 4.1018929 22.57% ··· 0.13337784 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
397811866 4.1022074 21.65% ··· 0.13301206 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
397335577 4.1023922 26.64% 0.66% 0.090252285 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
397847861 4.1030290 19.29% 1.05% 0.13344319 RA cjxl_0.10.1_d0e10E3I99g3num_threads0
398262800 4.1043012 26.38% 0.52% 0.13324279 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
398459573 4.1057234 23.49% ··· 0.13287423 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
398690464 4.1091657 23.10% ··· 0.13339701 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
398739709 4.1094248 22.44% ··· 0.13292857 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
398276823 4.1097258 26.38% 0.39% 0.090347980 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
398763529 4.1103115 19.95% 1.57% 0.13270991 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
399250812 4.1125365 27.03% 0.26% 0.13298007 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
399333651 4.1130328 24.67% 0.13% 0.13276852 ·A cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
400741902 4.1301211 14.83% 0.79% 0.10120166 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
401817113 4.1387981 14.70% 0.26% 0.097834242 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
398835804 4.1406864 27.30% 1.97% 0.088638496 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
405951354 4.1706546 7.48% 3.54% 0.077177988 ·A cjxl_0.10.1_d0e10E3I100num_threads0
407958855 4.2001705 ····· ··· 0.12891595 ·· cjxl_0.10.1_d0e10E3num_threads0
405737044 4.2842776 16.67% ··· 0.15030775 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
405882014 4.2851925 16.54% ··· 0.15240555 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
406515870 4.2881901 17.32% ··· 0.14949443 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
418138405 4.2882827 3.41% 1.31% 0.081312154 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
406662862 4.2891034 17.19% ··· 0.15065515 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
418222206 4.2901231 1.31% ··· 0.11191994 ·· cjxl_0.10.1_d0e10I100num_threads0
420203591 4.3196288 ····· ··· 0.1790559 R· cjxl_0.10.1_d0e10num_threads0
418714152 4.3249650 ····· ··· 0.2635975 R· cjxl_0.10.1_d0e10g3num_threads0
423919466 4.3646300 1.05% 0.92% 0.4434033 RA cjxl_0.10.1_d0e10P14I100g3num_threads0
425632088 4.3954642 0.39% 0.26% 0.5807311 RA cjxl_0.10.1_d0e10P5I100g3num_threads0
431558336 4.4247110 ····· ··· 0.5347115 ·· cjxl_0.10.1_d0e9num_threads0
431942943 4.4722394 0.52% ··· 0.5506304 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
433150436 4.4800957 0.79% ··· 0.5887345 RA cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
433262342 4.4848307 0.39% ··· 0.5116130 ·A cjxl_0.10.1_d0e10P1I100g2num_threads0
434515637 4.4940238 0.66% ··· 0.5219999 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
434735786 4.4954405 0.13% ··· 0.5237846 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
438275443 4.5061867 ····· ··· 0.9046378 R· cjxl_0.10.1_d0e8num_threads0
436355268 4.5081075 0.26% 0.13% 0.5426297 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
441095040 4.5803760 0.13% 0.13% 0.5253765 ·A cjxl_0.10.1_d0e10P11I100g3num_threads0
443359452 4.6073476 ····· ··· 0.5195039 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
449043816 4.6205181 ····· ··· 2.12891 R· cjxl_0.10.1_d0e7num_threads0
457713606 4.6414108 8.92% 8.53% 0.3107739 ·A cwebp_1.3.2_z9
452824691 4.7030748 0.26% 0.26% 0.4872718 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
468725320 4.7553130 1.18% 0.26% 4.01728 RA cwebp_1.3.2_z8
468660871 4.7653729 3.02% 0.13% 0.085963910 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
471897696 4.7786700 0.79% ··· 7.10008 R· cwebp_1.3.2_z7
474560656 4.7961242 0.26% ··· 8.19095 R· cwebp_1.3.2_z6
476388180 4.8108410 0.26% ··· 9.27097 R· cwebp_1.3.2_z5
472479233 4.8219274 ····· ··· 2.53695 ·· cjxl_0.10.1_d0e6num_threads0
476960824 4.8270444 0.26% ··· 9.73279 R· cwebp_1.3.2_z4
477333446 4.8314995 0.52% 0.26% 9.93341 RA cwebp_1.3.2_z3
483510487 4.9310191 ····· ··· 2.97345 ·· cjxl_0.10.1_d0e5num_threads0
489002512 4.9771119 0.79% 0.52% 12.3364 RA cwebp_1.3.2_z2
504856632 5.1612178 0.26% 0.13% 16.031 RA cwebp_1.3.2_z1
517196902 5.2844684 ····· ··· 4.67915 ·· cjxl_0.10.1_d0e4num_threads0
527969459 5.3750546 0.66% 0.13% 0.3175762 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
528417405 5.3788741 0.92% 0.26% 0.3434621 ·A cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
530176021 5.3960939 0.52% 0.13% 0.3111614 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
530787022 5.4011943 0.52% ··· 0.3210217 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
532961958 5.4416376 0.92% 0.92% 0.5189378 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
550441297 5.6544657 ····· ··· 10.249 ·· cjxl_0.10.1_d0e3num_threads0
584308541 5.8831722 ····· ··· 0.2643887 ·· ect_0.9.5_9
584500788 5.8850853 ····· ··· 0.3995973 ·· ect_0.9.5_8
584649558 5.8862902 0.52% 0.52% 0.5771798 ·A pingo_0.99_s9low
585310423 5.8934150 ····· ··· 0.8100665 ·· ect_0.9.5_7
586527675 5.9060976 ····· ··· 0.9288208 ·· pingo_0.99_s8low
586762708 5.9102035 ····· ··· 1.050835 ·· ect_0.9.5_6
587645210 5.9121668 ····· ··· 1.23513 ·· oxipng_9.0.0_o6a-fast-t1
587668743 5.9125470 ····· ··· 1.29231 ·· oxipng_9.0.0_o5a-fast-t1
587811350 5.9153883 ····· ··· 1.47054 ·· oxipng_9.0.0_o4a-fast-t1
579516632 5.9154562 ····· ··· 32.387 R· cwebp_1.3.2_z0
588280789 5.9209742 ····· ··· 1.29843 ·· pingo_0.99_s7low
588475927 5.9232637 ····· ··· 1.83464 ·· oxipng_9.0.0_o3a-fast-t1
587984113 5.9237324 ····· ··· 1.63209 ·· ect_0.9.5_5
589889974 5.9332029 ····· ··· 1.61364 ·· pingo_0.99_s6low
589920755 5.9362795 ····· ··· 1.64738 ·· pingo_0.99_s5low
584412308 5.9375943 0.39% 0.13% 0.2876813 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
589561471 5.9392410 ····· ··· 2.11328 ·· ect_0.9.5_4
591122755 5.9496348 ····· ··· 1.90862 ·· pingo_0.99_s4low
591133112 5.9513470 ····· ··· 1.92839 ·· pingo_0.99_s3low
592480556 5.9528412 ····· ··· 2.72410 ·· oxipng_9.0.0_o2a-fast-t1
591129989 5.9564533 ····· ··· 2.68001 ·· ect_0.9.5_3
591250175 5.9574048 ····· ··· 2.03094 ·· pingo_0.99_s2low
592702497 5.9739828 ····· ··· 2.40665 ·· pingo_0.99_s1low
586871219 5.9782983 ····· ··· 15.469 ·· cjxl_0.10.1_d0e2num_threads0
596929280 6.0009161 ····· ··· 2.95766 ·· ect_0.9.5_2
599625526 6.0379243 ····· ··· 5.13381 ·· oxipng_9.0.0_o1a-fast-t1
603767538 6.0663829 ····· ··· 3.67364 ·· pingo_0.99_s0low
618694683 6.2087618 ····· ··· 13.1580 ·· ect_0.9.5_1
631702158 6.3335909 ····· ··· 16.442 ·· oxipng_9.0.0_o0a-fast-t1
622091331 6.4231797 1.84% 0.26% 0.083708083 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
646429104 6.5624382 3.28% ··· 0.3249333 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
637287556 6.5633754 ····· ··· 57.292 R· cjxl_0.10.1_d0e1num_threads0
666736342 6.6145922 ····· ··· >1.02e+03 R· original
646078708 6.6440578 3.28% ··· 0.4457558 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
646076411 6.6461970 1.57% 0.26% 0.4294096 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
650145785 6.7209619 0.26% 0.26% 0.2303455 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
115 100.00% 1.02 100.00% 118912 0.14 1.00 0.84 all
9 7.83% 1.69 13.01% 135350 0.10 1.00 0.80 boxed
1 0.87% 2.07 1.77% 456202 0.22 1.00 0.84 collage
11 9.57% 0.94 8.84% 95756 0.16 1.00 0.82 edit
21 18.26% 1.77 31.82% 135078 0.09 1.00 0.78 film
1 0.87% 0.87 0.75% 224155 0.26 1.00 0.87 kaleidoscope
64 55.65% 1.08 59.27% 101553 0.13 1.00 0.84 lossy
94 81.74% 0.85 68.18% 115300 0.15 1.00 0.85 photo
5 4.35% 1.23 5.26% 169890 0.15 1.00 0.81 ui
27 23.48% 1.04 23.94% 165965 0.18 1.00 0.84 watermark
112 97.39% 1.03 98.57% 118492 0.14 1.00 0.84 visibly_opaque
3 2.61% 0.56 1.43% 134572 0.25 1.00 0.81 visibly_transparent
98 85.22% 0.99 83.34% 126549 0.15 1.00 0.84 DirectClass_sRGB
8 6.96% 1.30 8.88% 158861 0.17 1.00 0.81 DirectClass_sRGB_Alpha
6 5.22% 0.86 4.40% 248 0.00 1.00 0.86 PseudoClass_Gray
3 2.61% 1.32 3.39% 241 0.00 1.00 0.82 PseudoClass_sRGB
1 0.87% 2.07 1.77% 456202 0.22 1.00 0.84 source_gimp->exiftool
2 1.74% 2.07 3.55% 72757 0.04 1.00 0.84 source_gnome_screenshot->exiftool
111 96.52% 0.98 93.34% 114625 0.14 1.00 0.84 source_imagemagick->exiftool
1 0.87% 1.57 1.34% 349755 0.22 1.00 0.84 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
74963408 5.5861227 100.00% ··· 0.0064579006 R· all
75039110 5.5932075 44.35% ··· 0.05208337 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
75039203 5.5932646 43.48% ··· 0.05191112 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
75187771 5.5995528 45.22% 0.87% 0.05191308 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
75126628 5.6011406 38.26% ··· 0.05342293 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
75127356 5.6012055 38.26% ··· 0.05329547 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
75128244 5.6012461 37.39% ··· 0.05332884 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
75128717 5.6013024 37.39% ··· 0.05316707 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
75155593 5.6031629 30.43% 0.87% 0.05371220 RA cjxl_0.10.1_d0e10E3I99g3num_threads0
75156244 5.6032305 29.57% ··· 0.05358078 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
75217056 5.6056081 39.13% ··· 0.05319163 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
75217526 5.6056643 39.13% ··· 0.05305316 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
75306726 5.6114932 42.61% ··· 0.05345161 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
75307531 5.6115607 43.48% 0.87% 0.05326474 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
75653667 5.6318142 9.57% ··· 0.05589611 RA cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
75654226 5.6318280 9.57% ··· 0.05575872 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
76956552 5.6962324 9.57% 6.96% 0.05325746 ·A cjxl_0.10.1_d0e10E3I100num_threads0
77246277 5.7203643 ····· ··· 0.08264803 R· cjxl_0.10.1_d0e10E3num_threads0
76812859 5.7220753 ····· ··· 0.225206 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
76498283 5.7269583 29.57% ··· 0.05312944 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
76499911 5.7270223 28.70% ··· 0.05308507 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
76499011 5.7270232 29.57% ··· 0.05302271 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
76500384 5.7270786 28.70% ··· 0.05290717 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
77067916 5.7599905 ····· ··· 0.1098408 ·· cjxl_0.10.1_d0e10g3num_threads0
77967178 5.7681351 0.87% ··· 0.07643132 ·· cjxl_0.10.1_d0e10I100num_threads0
77361347 5.7729294 ····· ··· 0.283336 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
78246827 5.7910318 ····· ··· 0.1119193 ·· cjxl_0.10.1_d0e10num_threads0
78728128 5.8260458 ····· ··· 0.340593 R· cjxl_0.10.1_d0e9num_threads0
79474355 5.8508500 0.87% 0.87% 0.05533887 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
78342271 5.8529242 ····· ··· 0.283816 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
78342258 5.8529480 ····· ··· 0.288279 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
78526917 5.8623423 ····· ··· 0.306545 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
78529028 5.8624602 ····· ··· 0.302109 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
79263896 5.8665419 ····· ··· 0.489477 R· cjxl_0.10.1_d0e8num_threads0
78627785 5.8713965 ····· ··· 0.305432 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
78628154 5.8714095 ····· ··· 0.301016 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
78874845 5.8903908 1.74% 1.74% 0.262840 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
78870081 5.8917114 ····· ··· 0.280544 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
79928056 5.9119335 ····· ··· 1.3936 R· cjxl_0.10.1_d0e7num_threads0
79154149 5.9190665 ····· ··· 0.278448 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
82648107 6.0857466 ····· ··· 1.9095 R· cjxl_0.10.1_d0e6num_threads0
83936687 6.1927714 ····· ··· 2.5023 R· cjxl_0.10.1_d0e5num_threads0
84712809 6.2804481 ····· ··· 4.2343 R· cjxl_0.10.1_d0e4num_threads0
86366996 6.4112937 ····· ··· 9.9874 R· cjxl_0.10.1_d0e3num_threads0
88261276 6.5060814 ····· ··· 0.172608 ·· cwebp_1.3.2_z9
89778933 6.5303614 0.87% ··· 0.05662604 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
89141450 6.5725482 ····· ··· 2.2485 ·· cwebp_1.3.2_z8
89702618 6.6093895 ····· ··· 2.5485 ·· cwebp_1.3.2_z7
89980760 6.6241960 ····· ··· 3.4397 ·· cwebp_1.3.2_z6
90078040 6.6309390 ····· ··· 4.3856 ·· cwebp_1.3.2_z5
90114178 6.6371954 ····· ··· 4.4577 ·· cwebp_1.3.2_z4
90147234 6.6411135 ····· ··· 4.7425 ·· cwebp_1.3.2_z3
92002748 6.7767257 ····· ··· 6.3467 ·· cwebp_1.3.2_z2
93885656 6.9317441 ····· ··· 8.0171 ·· cwebp_1.3.2_z1
95949393 7.0811248 ····· ··· 15.47 R· cjxl_0.10.1_d0e2num_threads0
101956000 7.4470426 ····· ··· 0.192907 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
101963670 7.4472382 ····· ··· 0.190986 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
102764862 7.5050350 ····· ··· 0.223562 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
102769289 7.5052498 ····· ··· 0.220308 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
102848185 7.5180459 ····· ··· 0.316923 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
103405440 7.6253772 ····· ··· 48.54 R· cjxl_0.10.1_d0e1num_threads0
105068838 7.6816534 ····· ··· 21.58 ·· cwebp_1.3.2_z0
111706921 8.3292306 ····· ··· 0.403682 ·· pingo_0.99_s9low
112302326 8.3529812 ····· ··· 0.197520 ·· ect_0.9.5_9
112340908 8.3556872 ····· ··· 0.294215 ·· ect_0.9.5_8
112088397 8.3578917 ····· ··· 0.656906 ·· pingo_0.99_s8low
112563516 8.3704792 ····· ··· 0.527649 ·· ect_0.9.5_7
112323605 8.3749706 ····· ··· 0.791453 ·· pingo_0.99_s7low
112283929 8.3780697 ····· ··· 0.839412 ·· oxipng_9.0.0_o6a-fast-t1
112294236 8.3802642 ····· ··· 0.910486 ·· oxipng_9.0.0_o5a-fast-t1
112758385 8.3874971 ····· ··· 0.626075 ·· ect_0.9.5_6
112542415 8.3903052 ····· ··· 1.01268 ·· pingo_0.99_s6low
112382346 8.3908616 ····· ··· 1.11274 ·· oxipng_9.0.0_o4a-fast-t1
112543015 8.3912118 ····· ··· 1.01585 ·· pingo_0.99_s5low
112489077 8.3989485 ····· ··· 1.27034 ·· oxipng_9.0.0_o3a-fast-t1
112994629 8.4065582 ····· ··· 0.819333 ·· ect_0.9.5_5
112768897 8.4132167 ····· ··· 1.4013 ·· pingo_0.99_s3low
112769344 8.4141408 ····· ··· 1.4008 ·· pingo_0.99_s4low
112771780 8.4154880 ····· ··· 1.4214 ·· pingo_0.99_s2low
116392507 8.4290075 ····· ··· 0.230176 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
112964630 8.4292969 ····· ··· 1.5567 ·· pingo_0.99_s1low
113303738 8.4301399 ····· ··· 0.923718 ·· ect_0.9.5_4
113593109 8.4562012 ····· ··· 1.23839 ·· ect_0.9.5_3
113702392 8.4823262 ····· ··· 1.9471 ·· oxipng_9.0.0_o2a-fast-t1
114307841 8.5310822 ····· ··· 3.8924 ·· oxipng_9.0.0_o1a-fast-t1
115349489 8.5763055 ····· ··· 1.7626 ·· ect_0.9.5_2
115731587 8.6287797 ····· ··· 2.9118 ·· pingo_0.99_s0low
119239206 8.8561616 ····· ··· 3.0671 ·· ect_0.9.5_1
120274551 8.9330269 ····· ··· 14.72 ·· oxipng_9.0.0_o0a-fast-t1
124151084 9.1314404 ····· ··· >1.02e+03 R· original
125874981 9.2745918 ····· ··· 0.213879 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
126066927 9.2928300 ····· ··· 0.205716 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
127378975 9.3971327 ····· ··· 0.249510 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
127380826 9.3972255 ····· ··· 0.246312 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
131845505 9.6209983 ····· ··· 0.05176269 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
88 100.00% 0.94 100.00% 112200 0.14 1.00 0.84 all
10 11.36% 1.86 22.62% 154678 0.09 1.00 0.75 film
46 52.27% 0.97 54.31% 83374 0.12 1.00 0.85 lossy
78 88.64% 0.82 77.38% 106754 0.15 1.00 0.86 photo
26 29.55% 0.98 30.93% 161622 0.18 1.00 0.84 watermark
85 96.59% 0.95 97.97% 111410 0.14 1.00 0.85 visibly_opaque
3 3.41% 0.56 2.03% 134572 0.25 1.00 0.81 visibly_transparent
75 85.23% 0.93 84.76% 121659 0.15 1.00 0.85 DirectClass_sRGB
6 6.82% 1.04 7.58% 124567 0.18 1.00 0.80 DirectClass_sRGB_Alpha
4 4.55% 0.58 2.84% 252 0.00 1.00 0.84 PseudoClass_Gray
3 3.41% 1.32 4.82% 241 0.00 1.00 0.82 PseudoClass_sRGB
1 1.14% 2.07 2.52% 78231 0.04 1.00 0.81 source_gnome_screenshot->exiftool
86 97.73% 0.91 95.57% 109832 0.14 1.00 0.84 source_imagemagick->exiftool
1 1.14% 1.57 1.91% 349755 0.22 1.00 0.84 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
55172031 5.8240753 100.00% ··· 0.0072298222 R· all
55238898 5.8327553 48.86% ··· 0.05011847 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
55238898 5.8327553 48.86% ··· 0.04991611 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
55295857 5.8351286 51.14% 1.14% 0.05010087 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
55324799 5.8430091 43.18% ··· 0.05176949 R· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
55324799 5.8430091 43.18% ··· 0.05158348 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
55325966 5.8430157 44.32% ··· 0.05183512 R· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
55325966 5.8430157 44.32% ··· 0.05166161 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
55325034 5.8431135 40.91% ··· 0.05180017 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
55325034 5.8431135 40.91% ··· 0.05161060 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
55327363 5.8431463 40.91% ··· 0.05184711 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
55327363 5.8431463 40.91% ··· 0.05164194 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
55351707 5.8456310 27.27% ··· 0.05222097 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
55351707 5.8456310 27.27% ··· 0.05206664 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
55718678 5.8741467 7.95% ··· 0.05550305 RA cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
55718678 5.8741467 7.95% ··· 0.05537178 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
56544465 5.9359509 34.09% ··· 0.05188210 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
56544465 5.9359509 34.09% ··· 0.05169507 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
56544703 5.9359706 32.95% ··· 0.05186324 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
56544703 5.9359706 32.95% ··· 0.05168041 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
56784028 5.9453667 10.23% 9.09% 0.05363568 ·A cjxl_0.10.1_d0e10E3I100num_threads0
56517766 5.9682377 ····· ··· 0.221868 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
57016042 5.9713056 ····· ··· 0.08224604 ·· cjxl_0.10.1_d0e10E3num_threads0
56776182 6.0149868 ····· ··· 0.105326 ·· cjxl_0.10.1_d0e10g3num_threads0
57474361 6.0182990 1.14% ··· 0.07691689 ·· cjxl_0.10.1_d0e10I100num_threads0
56948688 6.0189626 ····· ··· 0.279656 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
57699385 6.0429140 ····· ··· 0.111087 ·· cjxl_0.10.1_d0e10num_threads0
58089836 6.0827376 ····· ··· 0.339250 R· cjxl_0.10.1_d0e9num_threads0
57639528 6.0997099 ····· ··· 0.283671 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
57639528 6.0997099 ····· ··· 0.279705 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
57718529 6.1026631 ····· ··· 0.304296 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
57718529 6.1026631 ····· ··· 0.300196 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
58576406 6.1031041 1.14% 1.14% 0.05576526 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
57880778 6.1199692 ····· ··· 0.302762 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
57880778 6.1199692 ····· ··· 0.298708 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
58500549 6.1267066 ····· ··· 0.486077 R· cjxl_0.10.1_d0e8num_threads0
57900909 6.1293402 ····· ··· 0.276790 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
58073482 6.1541095 ····· ··· 0.274450 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
58148224 6.1582661 1.14% 1.14% 0.259285 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
58983383 6.1754770 ····· ··· 1.3968 R· cjxl_0.10.1_d0e7num_threads0
61047825 6.3634115 ····· ··· 1.9084 R· cjxl_0.10.1_d0e6num_threads0
62034230 6.4816637 ····· ··· 2.5041 R· cjxl_0.10.1_d0e5num_threads0
62436831 6.5696269 ····· ··· 4.2472 R· cjxl_0.10.1_d0e4num_threads0
63699152 6.7121333 ····· ··· 9.874 R· cjxl_0.10.1_d0e3num_threads0
64410352 6.7460018 ····· ··· 0.174437 ·· cwebp_1.3.2_z9
65581121 6.7545533 1.14% ··· 0.05674171 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
65017154 6.8137873 ····· ··· 2.2757 ·· cwebp_1.3.2_z8
65476504 6.8587379 ····· ··· 2.5696 ·· cwebp_1.3.2_z7
65648910 6.8727500 ····· ··· 3.4398 ·· cwebp_1.3.2_z6
65713680 6.8792876 ····· ··· 4.3722 ·· cwebp_1.3.2_z5
65746434 6.8846009 ····· ··· 4.4280 ·· cwebp_1.3.2_z4
65781084 6.8891707 ····· ··· 4.6873 ·· cwebp_1.3.2_z3
67371052 7.0445561 ····· ··· 6.3117 ·· cwebp_1.3.2_z2
68871304 7.2145968 ····· ··· 7.9837 ·· cwebp_1.3.2_z1
70327273 7.3754027 ····· ··· 15.23 R· cjxl_0.10.1_d0e2num_threads0
74605603 7.7369894 ····· ··· 0.189011 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
74605603 7.7369894 ····· ··· 0.187443 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
75291293 7.7985274 ····· ··· 0.218730 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
75291293 7.7985274 ····· ··· 0.216050 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
75320232 7.8173183 ····· ··· 0.306924 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
75953096 7.9501560 ····· ··· 48.30 R· cjxl_0.10.1_d0e1num_threads0
76468138 7.9525620 ····· ··· 21.28 ·· cwebp_1.3.2_z0
81476619 8.6423476 ····· ··· 0.400048 ·· pingo_0.99_s9low
81759481 8.6735532 ····· ··· 0.649332 ·· pingo_0.99_s8low
82111927 8.6782254 ····· ··· 0.197288 ·· ect_0.9.5_9
82138629 8.6808949 ····· ··· 0.293493 ·· ect_0.9.5_8
84770769 8.6839570 ····· ··· 0.229769 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
81923378 8.6908050 ····· ··· 0.782693 ·· pingo_0.99_s7low
81881299 8.6936530 ····· ··· 0.822395 ·· oxipng_9.0.0_o6a-fast-t1
82284569 8.6947217 ····· ··· 0.524119 ·· ect_0.9.5_7
81887695 8.6948186 ····· ··· 0.894032 ·· oxipng_9.0.0_o5a-fast-t1
82067407 8.7036094 ····· ··· 1.0010 ·· pingo_0.99_s6low
82067613 8.7037362 ····· ··· 1.0047 ·· pingo_0.99_s5low
81975325 8.7086250 ····· ··· 1.0994 ·· oxipng_9.0.0_o4a-fast-t1
82465763 8.7148525 ····· ··· 0.621205 ·· ect_0.9.5_6
82057937 8.7166045 ····· ··· 1.2497 ·· oxipng_9.0.0_o3a-fast-t1
82247592 8.7291650 ····· ··· 1.3876 ·· pingo_0.99_s3low
82247592 8.7291724 ····· ··· 1.3879 ·· pingo_0.99_s4low
82249664 8.7299556 ····· ··· 1.4095 ·· pingo_0.99_s2low
82619957 8.7333908 ····· ··· 0.812194 ·· ect_0.9.5_5
82386142 8.7432078 ····· ··· 1.5341 ·· pingo_0.99_s1low
82841441 8.7581335 ····· ··· 0.918277 ·· ect_0.9.5_4
83052077 8.7841130 ····· ··· 1.2402 ·· ect_0.9.5_3
83072746 8.8119840 ····· ··· 1.9197 ·· oxipng_9.0.0_o2a-fast-t1
83554167 8.8649260 ····· ··· 3.8662 ·· oxipng_9.0.0_o1a-fast-t1
84540960 8.9222996 ····· ··· 1.7650 ·· ect_0.9.5_2
84562702 8.9658430 ····· ··· 2.8528 ·· pingo_0.99_s0low
87174241 9.2063461 ····· ··· 3.0038 ·· ect_0.9.5_1
87793493 9.2770396 ····· ··· 14.57 ·· oxipng_9.0.0_o0a-fast-t1
90745741 9.4940430 ····· ··· >9.4e+02 R· original
92318275 9.6259125 ····· ··· 0.212655 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
92316678 9.6332529 ····· ··· 0.201070 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
93551611 9.6864091 ····· ··· 0.242404 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
93551611 9.6864091 ····· ··· 0.239688 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
94614018 9.8343812 ····· ··· 0.05223529 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
106 100.00% 0.96 100.00% 134799 0.16 1.00 0.84 all
10 9.43% 1.86 18.39% 154678 0.09 1.00 0.75 film
46 43.40% 0.97 44.14% 83374 0.12 1.00 0.85 lossy
18 16.98% 1.05 18.71% 245285 0.24 1.00 0.82 machine_learning
78 73.58% 0.82 62.90% 106754 0.15 1.00 0.86 photo
18 16.98% 1.05 18.71% 245285 0.24 1.00 0.82 photo_like
26 24.53% 0.98 25.15% 161622 0.18 1.00 0.84 watermark
103 97.17% 0.97 98.35% 134806 0.16 1.00 0.84 visibly_opaque
3 2.83% 0.56 1.65% 134572 0.25 1.00 0.81 visibly_transparent
93 87.74% 0.95 87.61% 145587 0.17 1.00 0.84 DirectClass_sRGB
6 5.66% 1.04 6.16% 124567 0.18 1.00 0.80 DirectClass_sRGB_Alpha
4 3.77% 0.58 2.31% 252 0.00 1.00 0.84 PseudoClass_Gray
3 2.83% 1.32 3.92% 241 0.00 1.00 0.82 PseudoClass_sRGB
1 0.94% 2.07 2.05% 78231 0.04 1.00 0.81 source_gnome_screenshot->exiftool
94 88.68% 0.91 84.18% 115184 0.15 1.00 0.84 source_imagemagick->exiftool
11 10.38% 1.27 13.77% 307560 0.24 1.00 0.82 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean)|| best of
71461850 5.9812539 100.00% ··· 0.0068037412 R· all
71583982 5.9920550 44.34% ··· 0.04879782 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
71583982 5.9920550 44.34% ··· 0.04863201 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
71640506 5.9939882 46.23% 0.94% 0.04876574 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
71669448 6.0005305 39.62% ··· 0.05015247 R· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
71669448 6.0005305 39.62% ··· 0.05000652 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
71671094 6.0005768 40.57% ··· 0.05022060 R· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
71671094 6.0005768 40.57% ··· 0.05008234 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
71670118 6.0006542 37.74% ··· 0.05018998 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
71670118 6.0006542 37.74% ··· 0.05003389 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
71672447 6.0006815 37.74% ··· 0.05022849 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
71672447 6.0006815 37.74% ··· 0.05007052 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
71697733 6.0028225 25.47% ··· 0.05064695 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
71697733 6.0028225 25.47% ··· 0.05052203 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
72104457 6.0303987 8.49% ··· 0.05407505 RA cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
72104457 6.0303987 8.49% ··· 0.05395511 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
72889549 6.0777268 32.08% ··· 0.05025653 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
72889549 6.0777268 32.08% ··· 0.05010293 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
72889787 6.0777432 31.13% ··· 0.05024292 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
72889787 6.0777432 31.13% ··· 0.05009108 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
73235508 6.0938837 11.32% 9.43% 0.05233117 ·A cjxl_0.10.1_d0e10E3I100num_threads0
72934857 6.1112390 5.66% 5.66% 0.212162 RA cjxl_0.10.1_d0e10P14I100g3num_threads0
73503176 6.1181369 ····· ··· 0.08072734 ·· cjxl_0.10.1_d0e10E3num_threads0
73243320 6.1563731 ····· ··· 0.1024103 ·· cjxl_0.10.1_d0e10g3num_threads0
73989098 6.1598026 0.94% ··· 0.07481363 ·· cjxl_0.10.1_d0e10I100num_threads0
73482927 6.1622056 ····· ··· 0.266499 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
74252076 6.1831973 ····· ··· 0.1089219 ·· cjxl_0.10.1_d0e10num_threads0
74734150 6.2225607 ····· ··· 0.324901 R· cjxl_0.10.1_d0e9num_threads0
75167279 6.2375417 0.94% 0.94% 0.05409910 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
74398543 6.2443483 ····· ··· 0.289506 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
74398543 6.2443483 ····· ··· 0.285889 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
74363310 6.2456350 ····· ··· 0.269657 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
74363310 6.2456350 ····· ··· 0.266184 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
75187044 6.2636636 ····· ··· 0.459442 R· cjxl_0.10.1_d0e8num_threads0
74621338 6.2662126 ····· ··· 0.288203 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
74621338 6.2662126 ····· ··· 0.284699 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
74655751 6.2704093 ····· ··· 0.263627 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
74767998 6.2840256 0.94% 0.94% 0.247990 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
74871433 6.2939666 ····· ··· 0.261418 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
75699050 6.3067492 ····· ··· 1.3527 R· cjxl_0.10.1_d0e7num_threads0
78111641 6.4889755 ····· ··· 1.8650 R· cjxl_0.10.1_d0e6num_threads0
79251209 6.5987382 ····· ··· 2.4623 R· cjxl_0.10.1_d0e5num_threads0
79746459 6.6801961 ····· ··· 4.2116 R· cjxl_0.10.1_d0e4num_threads0
81138477 6.8072710 ····· ··· 9.7967 R· cjxl_0.10.1_d0e3num_threads0
82862094 6.8399513 1.89% ··· 0.05505150 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
82724636 6.8836825 ····· ··· 0.168665 ·· cwebp_1.3.2_z9
83476666 6.9554128 ····· ··· 2.2738 ·· cwebp_1.3.2_z8
84040096 6.9979791 ····· ··· 2.5483 ·· cwebp_1.3.2_z7
84243230 7.0119457 ····· ··· 3.4407 ·· cwebp_1.3.2_z6
84322210 7.0183981 ····· ··· 4.3928 ·· cwebp_1.3.2_z5
84381090 7.0235224 ····· ··· 4.4428 ·· cwebp_1.3.2_z4
84415862 7.0271459 ····· ··· 4.6980 ·· cwebp_1.3.2_z3
86072094 7.1671278 ····· ··· 6.3510 ·· cwebp_1.3.2_z2
87887568 7.3356426 ····· ··· 7.9852 ·· cwebp_1.3.2_z1
89743471 7.4926646 ····· ··· 15.15 R· cjxl_0.10.1_d0e2num_threads0
97684170 8.0180492 ····· ··· 0.179918 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
97684170 8.0180492 ····· ··· 0.178526 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
98314656 8.0723198 ····· ··· 0.207043 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
98314656 8.0723198 ····· ··· 0.204742 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
97479830 8.0819906 ····· ··· 21.11 R· cwebp_1.3.2_z0
97052391 8.0941141 ····· ··· 47.19 R· cjxl_0.10.1_d0e1num_threads0
98516902 8.1018409 ····· ··· 0.286827 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
105167454 8.8395221 ····· ··· 0.391186 ·· pingo_0.99_s9low
105749806 8.8664261 ····· ··· 0.190546 ·· ect_0.9.5_9
105780150 8.8690268 ····· ··· 0.282911 ·· ect_0.9.5_8
105580485 8.8730877 ····· ··· 0.635890 ·· pingo_0.99_s8low
105968864 8.8844417 ····· ··· 0.505081 ·· ect_0.9.5_7
105782495 8.8901993 ····· ··· 0.764816 ·· pingo_0.99_s7low
105717930 8.8929393 ····· ··· 0.799217 ·· oxipng_9.0.0_o6a-fast-t1
105728372 8.8943376 ····· ··· 0.870214 ·· oxipng_9.0.0_o5a-fast-t1
105970784 8.9038565 ····· ··· 0.978534 ·· pingo_0.99_s6low
105970982 8.9039595 ····· ··· 0.981763 ·· pingo_0.99_s5low
105816002 8.9057995 ····· ··· 1.07406 ·· oxipng_9.0.0_o4a-fast-t1
106264640 8.9059289 ····· ··· 0.598018 ·· ect_0.9.5_6
105902768 8.9134403 ····· ··· 1.2184 ·· oxipng_9.0.0_o3a-fast-t1
109108233 8.9189725 ····· ··· 0.217307 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
106459094 8.9242481 ····· ··· 0.776530 ·· ect_0.9.5_5
106198259 8.9291241 ····· ··· 1.3573 ·· pingo_0.99_s3low
106198259 8.9291303 ····· ··· 1.3576 ·· pingo_0.99_s4low
106200940 8.9299558 ····· ··· 1.3774 ·· pingo_0.99_s2low
106354497 8.9420640 ····· ··· 1.4962 ·· pingo_0.99_s1low
106749773 8.9498002 ····· ··· 0.875622 ·· ect_0.9.5_4
107021244 8.9760805 ····· ··· 1.1991 ·· ect_0.9.5_3
107027594 8.9999383 ····· ··· 1.8673 ·· oxipng_9.0.0_o2a-fast-t1
107548209 9.0470052 ····· ··· 3.7942 ·· oxipng_9.0.0_o1a-fast-t1
108658507 9.1008264 ····· ··· 1.7121 ·· ect_0.9.5_2
108950713 9.1591435 ····· ··· 2.8095 ·· pingo_0.99_s0low
112007315 9.3892023 ····· ··· 2.7918 ·· ect_0.9.5_1
112911147 9.4654466 ····· ··· 14.37 ·· oxipng_9.0.0_o0a-fast-t1
116087464 9.6603705 ····· ··· >955 R· original
120659778 9.9821680 ····· ··· 0.197804 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
120657635 9.9882154 ····· ··· 0.188231 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
121893114 10.032392 ····· ··· 0.222440 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
121893114 10.032392 ····· ··· 0.220157 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
125551020 10.267705 ····· ··· 0.04949891 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
59 100.00% 2.08 100.00% 145775 0.07 1.00 0.86 all
59 100.00% 2.08 100.00% 145775 0.07 1.00 0.86 3d
4 6.78% 1.33 4.33% 35646 0.03 1.00 0.78 edit
46 77.97% 1.97 73.96% 139533 0.07 1.00 0.85 game
2 3.39% 2.07 3.38% 33612 0.02 1.03 1.09 glitch
1 1.69% 2.07 1.69% 104912 0.05 1.00 0.88 lossy
1 1.69% 2.36 1.93% 59557 0.03 1.00 0.81 panorama
1 1.69% 2.03 1.65% 283541 0.14 1.00 0.89 ui
8 13.56% 2.38 15.52% 176288 0.11 1.00 0.85 watermark
57 96.61% 2.06 95.82% 147650 0.08 1.00 0.86 visibly_opaque
2 3.39% 2.56 4.18% 92348 0.04 1.00 0.80 visibly_transparent
55 93.22% 2.04 91.59% 147066 0.08 1.00 0.86 DirectClass_sRGB
4 6.78% 2.58 8.41% 128030 0.05 1.00 0.81 DirectClass_sRGB_Alpha
1 1.69% 2.07 1.69% 19818 0.01 1.00 0.79 source_imagemagick
55 93.22% 2.03 91.11% 147135 0.08 1.00 0.86 source_imagemagick->exiftool
1 1.69% 3.11 2.54% 281602 0.09 1.00 0.90 source_web
2 3.39% 2.86 4.66% 103428 0.04 1.00 0.87 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
93506018 6.0575301 100.00% ···· 0.0060504800 R· all
93958957 6.0861109 22.03% ···· 0.04678685 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
93971019 6.0868948 23.73% ···· 0.04692643 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
94053916 6.0917578 8.47% ···· 0.04732706 R· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
94062789 6.0924104 6.78% ···· 0.04728047 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
94065938 6.0925396 8.47% ···· 0.04708441 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
94074373 6.0931406 10.17% 1.69% 0.04731038 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
94074811 6.0931922 6.78% ···· 0.04703473 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
94089622 6.0941346 8.47% ···· 0.04722207 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
94192533 6.1013812 22.03% 3.39% 0.04665326 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
94218693 6.1014340 33.90% ···· 0.04209310 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
94224890 6.1018358 37.29% 3.39% 0.04201175 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
94254151 6.1048155 11.86% ···· 0.04728513 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
94262537 6.1053613 11.86% ···· 0.04715035 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
94273027 6.1060842 10.17% ···· 0.04716933 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
94286058 6.1069337 10.17% ···· 0.04665391 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
95208207 6.1632014 11.86% 10.17% 0.03928053 ·A cjxl_0.10.1_d0e10E3I100num_threads0
95600522 6.1883571 ····· ···· 0.06461454 R· cjxl_0.10.1_d0e10E3num_threads0
96339120 6.2376287 1.69% ···· 0.05165776 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
96349204 6.2382861 1.69% ···· 0.05135107 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
96376912 6.2404733 1.69% ···· 0.05174024 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
96386996 6.2411307 1.69% ···· 0.05142408 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
98187116 6.3537413 3.39% 3.39% 0.04264337 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
98429745 6.3681978 ····· ···· 0.05742383 ·· cjxl_0.10.1_d0e10I100num_threads0
98810326 6.3928672 ····· ···· 0.09013854 R· cjxl_0.10.1_d0e10num_threads0
99001602 6.4133020 ····· ···· 0.1062156 R· cjxl_0.10.1_d0e10g3num_threads0
99451251 6.4365869 ····· ···· 0.185589 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
99793757 6.4596136 ····· ···· 0.227268 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
100087802 6.4727860 ····· ···· 0.269681 R· cjxl_0.10.1_d0e9num_threads0
100461240 6.5013195 ····· ···· 0.218922 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
100560879 6.5078177 ····· ···· 0.218899 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
100832200 6.5276776 ····· ···· 0.229884 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
100875222 6.5305021 ····· ···· 0.233305 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
100923809 6.5348874 ····· ···· 0.220288 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
101049590 6.5352773 ····· ···· 0.392186 R· cjxl_0.10.1_d0e8num_threads0
100951717 6.5367174 ····· ···· 0.222462 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
101787631 6.5955751 ····· ···· 0.226403 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
102282301 6.6279651 ····· ···· 0.224445 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
102483180 6.6293383 ····· ···· 1.16131 R· cjxl_0.10.1_d0e7num_threads0
103215979 6.6767388 ····· ···· 0.209066 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
106957858 6.9020582 1.69% 1.69% 0.191364 ·A cwebp_1.3.2_z9
108041995 6.9854773 ····· ···· 1.6354 R· cjxl_0.10.1_d0e6num_threads0
108480158 6.9978373 ····· ···· 1.6666 R· cwebp_1.3.2_z8
109300320 7.0498603 ····· ···· 2.0401 R· cwebp_1.3.2_z7
109674536 7.0761397 ····· ···· 3.3210 R· cwebp_1.3.2_z6
109827594 7.0860378 ····· ···· 4.2950 R· cwebp_1.3.2_z5
109941118 7.0908085 ····· ···· 4.3068 R· cwebp_1.3.2_z4
110018960 7.0959933 ····· ···· 4.4958 R· cwebp_1.3.2_z3
109900294 7.0981436 ····· ···· 2.2565 ·· cjxl_0.10.1_d0e5num_threads0
111107090 7.1730104 ····· ···· 5.6362 R· cwebp_1.3.2_z2
111627987 7.1882338 1.69% ···· 0.04845664 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
114284916 7.3696983 ····· ···· 3.7184 ·· cjxl_0.10.1_d0e4num_threads0
114099150 7.3772262 ····· ···· 6.9569 R· cwebp_1.3.2_z1
117684803 7.5888141 ····· ···· 9.6540 R· cjxl_0.10.1_d0e3num_threads0
117759337 7.6126361 ····· ···· 0.157932 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
117823796 7.6168546 ····· ···· 0.164610 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
117979430 7.6317266 ····· ···· 0.162710 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
118074686 7.6379354 ····· ···· 0.163883 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
118862629 7.6883280 ····· ···· 0.256710 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
125556782 8.1084961 ····· ···· 15.57 R· cjxl_0.10.1_d0e2num_threads0
128336672 8.3176890 ····· ···· 23.54 R· cwebp_1.3.2_z0
131666002 8.5136061 ····· ···· 0.214716 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
133228572 8.6466189 ····· ···· 0.04647239 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
135543977 8.7228317 ····· ···· 0.164488 ·· ect_0.9.5_9
135584071 8.7252268 ····· ···· 0.243027 ·· ect_0.9.5_8
135747067 8.7359822 ····· ···· 0.460395 ·· ect_0.9.5_7
136030178 8.7534677 ····· ···· 0.350207 ·· pingo_0.99_s9low
136053488 8.7560352 ····· ···· 0.557329 ·· ect_0.9.5_6
136334831 8.7734435 ····· ···· 0.740391 ·· ect_0.9.5_5
136415405 8.7778482 ····· ···· 0.613166 ·· pingo_0.99_s8low
136527453 8.7852097 ····· ···· 0.794155 ·· oxipng_9.0.0_o5a-fast-t1
136527722 8.7852378 ····· ···· 0.734910 ·· oxipng_9.0.0_o6a-fast-t1
136531983 8.7857547 ····· ···· 0.970627 ·· oxipng_9.0.0_o4a-fast-t1
136614489 8.7913629 ····· ···· 1.12268 ·· oxipng_9.0.0_o3a-fast-t1
136685877 8.7952477 ····· ···· 0.853803 ·· ect_0.9.5_4
136753199 8.7987041 ····· ···· 0.780578 ·· pingo_0.99_s7low
136510306 8.8114513 ····· ···· 52.02 R· cjxl_0.10.1_d0e1num_threads0
136979829 8.8144067 ····· ···· 1.07648 ·· ect_0.9.5_3
137192953 8.8266948 ····· ···· 0.989127 ·· pingo_0.99_s6low
137192953 8.8266948 ····· ···· 0.989063 ·· pingo_0.99_s5low
137391689 8.8397744 ····· ···· 1.2779 ·· pingo_0.99_s4low
137391689 8.8397744 ····· ···· 1.2776 ·· pingo_0.99_s2low
137391689 8.8397744 ····· ···· 1.2770 ·· pingo_0.99_s3low
137748371 8.8526581 ····· ···· 1.7058 ·· oxipng_9.0.0_o2a-fast-t1
137635741 8.8561548 ····· ···· 1.4183 ·· pingo_0.99_s1low
138593045 8.9054857 ····· ···· 1.6263 ·· ect_0.9.5_2
138693844 8.9128217 ····· ···· 3.6289 ·· oxipng_9.0.0_o1a-fast-t1
140147530 9.0046515 ····· ···· 2.8344 ·· pingo_0.99_s0low
142592900 9.1515777 ····· ···· 2.7989 ·· ect_0.9.5_1
144525093 9.2778473 ····· ···· 16.41 ·· oxipng_9.0.0_o0a-fast-t1
148345773 9.4615052 ····· ···· >2.1e+03 R· original
146702202 9.4986015 ····· ···· 0.140247 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
146878029 9.5099386 ····· ···· 0.139560 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
148169219 9.5939901 ····· ···· 0.182255 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
148210253 9.5966670 ····· ···· 0.179048 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
51 100.00% 2.13 100.00% 157800 0.08 1.00 0.85 all
51 100.00% 2.13 100.00% 157800 0.08 1.00 0.85 3d
40 78.43% 2.02 74.35% 155057 0.08 1.00 0.85 game
1 1.96% 2.07 1.91% 104912 0.05 1.00 0.88 lossy
8 15.69% 2.38 17.49% 176288 0.11 1.00 0.85 watermark
50 98.04% 2.12 97.46% 158454 0.08 1.00 0.86 visibly_opaque
1 1.96% 2.76 2.54% 125139 0.05 1.00 0.78 visibly_transparent
49 96.08% 2.10 94.60% 155940 0.08 1.00 0.85 DirectClass_sRGB
2 3.92% 2.94 5.40% 203370 0.07 1.00 0.84 DirectClass_sRGB_Alpha
1 1.96% 2.07 1.91% 19818 0.01 1.00 0.79 source_imagemagick
47 92.16% 2.08 89.98% 160416 0.08 1.00 0.85 source_imagemagick->exiftool
1 1.96% 3.11 2.86% 281602 0.09 1.00 0.90 source_web
2 3.92% 2.86 5.25% 103428 0.04 1.00 0.87 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
85734987 6.3580324 100.00% ···· 0.0061250013 R· all
86076098 6.3825929 19.61% ···· 0.04469707 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
86087939 6.3834885 19.61% ···· 0.04478825 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
86168503 6.3889325 3.92% ···· 0.04481762 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
86177376 6.3896875 1.96% ···· 0.04476879 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
86179001 6.3897273 3.92% ···· 0.04489487 R· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
86187874 6.3904823 1.96% ···· 0.04484542 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
86189478 6.3905776 5.88% ···· 0.04510769 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
86198926 6.3912927 7.84% 1.96% 0.04521250 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
86273776 6.3945942 41.18% 3.92% 0.04143583 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
86296133 6.3962840 37.25% ···· 0.04150556 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
86289589 6.3987566 19.61% 3.92% 0.04447622 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
86367533 6.4039518 9.80% ···· 0.04474555 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
86378966 6.4048154 9.80% ···· 0.04487033 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
86385416 6.4053536 7.84% ···· 0.04465947 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
86396849 6.4062172 7.84% ···· 0.04475775 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
87185243 6.4593699 13.73% 11.76% 0.03951129 ·A cjxl_0.10.1_d0e10E3I100num_threads0
87525983 6.4841230 ····· ···· 0.06464323 R· cjxl_0.10.1_d0e10E3num_threads0
88181295 6.5310022 ····· ···· 0.04895845 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
88194118 6.5319711 ····· ···· 0.04898851 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
88197483 6.5321607 ····· ···· 0.04889903 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
88210306 6.5331295 ····· ···· 0.04893392 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
89889189 6.6548785 3.92% 3.92% 0.04217524 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
90116585 6.6725410 ····· ···· 0.05757633 ·· cjxl_0.10.1_d0e10I100num_threads0
90452442 6.6972924 ····· ···· 0.08968192 R· cjxl_0.10.1_d0e10num_threads0
90686554 6.7239433 ····· ···· 0.1000182 R· cjxl_0.10.1_d0e10g3num_threads0
91004123 6.7408294 ····· ···· 0.175741 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
91310521 6.7645025 ····· ···· 0.214866 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
91506693 6.7724410 ····· ···· 0.266809 R· cjxl_0.10.1_d0e9num_threads0
92032966 6.8162335 ····· ···· 0.212692 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
92055432 6.8179424 ····· ···· 0.214304 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
92400587 6.8382339 ····· ···· 0.381102 R· cjxl_0.10.1_d0e8num_threads0
92307604 6.8391529 ····· ···· 0.214488 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
92317281 6.8398824 ····· ···· 0.215615 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
92315456 6.8399453 ····· ···· 0.215902 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
92340270 6.8418254 ····· ···· 0.217867 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
93074304 6.9010723 ····· ···· 0.213059 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
93657123 6.9313895 ····· ···· 1.12165 R· cjxl_0.10.1_d0e7num_threads0
93524015 6.9349022 ····· ···· 0.212174 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
94112641 6.9649931 ····· ···· 0.198802 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
98037978 7.2328732 ····· ···· 0.181903 ·· cwebp_1.3.2_z9
98806648 7.3060329 ····· ···· 1.6039 R· cjxl_0.10.1_d0e6num_threads0
99455706 7.3339030 ····· ···· 1.5977 ·· cwebp_1.3.2_z8
100163600 7.3852002 ····· ···· 1.9250 R· cwebp_1.3.2_z7
100489526 7.4106635 ····· ···· 3.1590 R· cwebp_1.3.2_z6
100622590 7.4203840 ····· ···· 4.1321 R· cwebp_1.3.2_z5
100508974 7.4216359 ····· ···· 2.2509 ·· cjxl_0.10.1_d0e5num_threads0
100736114 7.4259031 ····· ···· 4.1418 R· cwebp_1.3.2_z4
100806114 7.4311880 ····· ···· 4.3362 R· cwebp_1.3.2_z3
101765678 7.5078860 ····· ···· 5.4938 R· cwebp_1.3.2_z2
102157457 7.5160643 1.96% ···· 0.04734871 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
104107930 7.6749229 ····· ···· 3.7152 ·· cjxl_0.10.1_d0e4num_threads0
104426792 7.7135297 ····· ···· 6.7268 R· cwebp_1.3.2_z1
106561771 7.8557666 ····· ···· 9.6566 R· cjxl_0.10.1_d0e3num_threads0
108118603 7.9942937 ····· ···· 0.153291 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
108125907 7.9948461 ····· ···· 0.154308 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
108324846 8.0128431 ····· ···· 0.160751 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
108349452 8.0146998 ····· ···· 0.162605 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
109171855 8.0775059 ····· ···· 0.249848 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
114459495 8.4415987 ····· ···· 15.51 R· cjxl_0.10.1_d0e2num_threads0
117641936 8.7161776 ····· ···· 23.03 R· cwebp_1.3.2_z0
120455100 8.8910349 ····· ···· 0.210010 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
122199889 9.0772637 ····· ···· 0.04494814 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
123910434 9.1168907 ····· ···· 0.167790 ·· ect_0.9.5_9
123949210 9.1195361 ····· ···· 0.247271 ·· ect_0.9.5_8
124094320 9.1306180 ····· ···· 0.463349 ·· ect_0.9.5_7
124147655 9.1353870 ····· ···· 0.355504 ·· pingo_0.99_s9low
124383169 9.1523633 ····· ···· 0.556233 ·· ect_0.9.5_6
124505893 9.1612561 ····· ···· 0.613793 ·· pingo_0.99_s8low
124349475 9.1625831 ····· ···· 50.83 R· cjxl_0.10.1_d0e1num_threads0
124631441 9.1696789 ····· ···· 0.728380 ·· ect_0.9.5_5
124774383 9.1787529 ····· ···· 0.798000 ·· oxipng_9.0.0_o5a-fast-t1
124774652 9.1787855 ····· ···· 0.736092 ·· oxipng_9.0.0_o6a-fast-t1
124778913 9.1793835 ····· ···· 0.982544 ·· oxipng_9.0.0_o4a-fast-t1
124787731 9.1807770 ····· ···· 0.767800 ·· pingo_0.99_s7low
124845379 9.1842985 ····· ···· 1.11747 ·· oxipng_9.0.0_o3a-fast-t1
124920175 9.1896740 ····· ···· 0.833597 ·· ect_0.9.5_4
125171141 9.2072719 ····· ···· 1.06241 ·· ect_0.9.5_3
125228254 9.2128327 ····· ···· 0.975550 ·· pingo_0.99_s6low
125228254 9.2128327 ····· ···· 0.975564 ·· pingo_0.99_s5low
125396429 9.2247849 ····· ···· 1.2697 ·· pingo_0.99_s2low
125396429 9.2247849 ····· ···· 1.2700 ·· pingo_0.99_s4low
125396429 9.2247849 ····· ···· 1.2692 ·· pingo_0.99_s3low
125617311 9.2413661 ····· ···· 1.3925 ·· pingo_0.99_s1low
125930184 9.2502533 ····· ···· 1.7148 ·· oxipng_9.0.0_o2a-fast-t1
126711931 9.3052512 ····· ···· 1.6270 ·· ect_0.9.5_2
126810931 9.3127304 ····· ···· 3.6438 ·· oxipng_9.0.0_o1a-fast-t1
127911514 9.3945340 ····· ···· 2.8081 ·· pingo_0.99_s0low
129819737 9.5182589 ····· ···· 2.5923 ·· ect_0.9.5_1
131818374 9.6621977 ····· ···· 16.22 ·· oxipng_9.0.0_o0a-fast-t1
135086442 9.8347132 ····· ···· >2.1e+03 R· original
134561977 9.9645320 ····· ···· 0.134891 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
134756278 9.9788971 ····· ···· 0.134107 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
135786873 10.051740 ····· ···· 0.166541 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
135798316 10.052605 ····· ···· 0.168443 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
67 100.00% 1.37 100.00% 108883 0.09 1.00 0.79 all
67 100.00% 1.37 100.00% 108883 0.09 1.00 0.79 digital_painting
4 5.97% 2.44 10.62% 131887 0.08 1.00 0.85 edit
5 7.46% 1.44 7.82% 99205 0.07 1.00 0.81 game
9 13.43% 1.34 13.13% 28173 0.02 1.00 0.93 game_asset
13 19.40% 1.50 21.18% 72650 0.06 1.00 0.92 lossy
8 11.94% 1.00 8.69% 99337 0.11 1.00 0.77 watermark
55 82.09% 1.47 87.78% 112262 0.08 1.00 0.81 visibly_opaque
12 17.91% 0.94 12.22% 93395 0.10 1.00 0.69 visibly_transparent
1 1.49% 1.42 1.54% 223 0.00 1.00 0.68 DirectClass_Gray_Alpha
42 62.69% 1.53 69.72% 130869 0.10 1.00 0.80 DirectClass_sRGB
21 31.34% 1.17 26.76% 85604 0.09 1.00 0.83 DirectClass_sRGB_Alpha
1 1.49% 1.64 1.78% 256 0.00 1.00 0.76 PseudoClass_Gray
2 2.99% 0.09 0.20% 254 0.00 1.00 0.37 PseudoClass_sRGB_Alpha
1 1.49% 2.38 2.58% 175813 0.07 1.00 0.86 source_app
41 61.19% 1.33 59.23% 127806 0.11 1.00 0.78 source_imagemagick->exiftool
8 11.94% 1.41 12.28% 25180 0.02 1.00 0.96 source_unknown->exiftool
5 7.46% 0.63 3.43% 29032 0.06 1.00 0.62 source_web
12 17.91% 1.72 22.48% 127723 0.07 1.00 0.78 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
53341141 4.7598849 100.00% ··· 0.0061601569 R· all
53734592 4.7869171 40.30% ··· 0.05743666 R· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
53732602 4.7869260 40.30% ··· 0.05777391 RA cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
53710875 4.7930464 34.33% ··· 0.05792287 R· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
53716470 4.7936731 25.37% ··· 0.05781243 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
53724155 4.7938288 32.84% ··· 0.05755924 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
53728581 4.7943572 25.37% ··· 0.05747005 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
53729735 4.7945357 31.34% ··· 0.05763432 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
53743015 4.7953181 29.85% ··· 0.05728384 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
53938661 4.8038659 25.37% ··· 0.05725319 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
53936671 4.8038748 25.37% ··· 0.05762323 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
54182473 4.8333530 14.93% 1.49% 0.04920325 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
54196417 4.8341908 13.43% ··· 0.04906146 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
53744071 4.8396263 35.82% ··· 0.05463958 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
53751988 4.8401039 35.82% ··· 0.05433246 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
54402297 4.8469600 26.87% ··· 0.06350525 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
54415577 4.8477423 25.37% ··· 0.06300998 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
54421068 4.8485527 25.37% ··· 0.06369302 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
54434348 4.8493350 23.88% ··· 0.06316156 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
53966234 4.8591363 28.36% 1.49% 0.05404623 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
54999965 4.9019796 1.49% 1.49% 0.04250270 ·A cjxl_0.10.1_d0e10E3I100num_threads0
55260343 4.9269210 ····· ··· 0.06825769 R· cjxl_0.10.1_d0e10E3num_threads0
56625991 5.0202115 ····· ··· 0.04643192 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
57180207 5.0909326 ····· ··· 0.121510 R· cjxl_0.10.1_d0e10g3num_threads0
57364983 5.0942789 ····· ··· 0.06312678 ·· cjxl_0.10.1_d0e10I100num_threads0
57348794 5.0990587 ····· ··· 0.234057 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
57603704 5.1174593 ····· ··· 0.09635342 ·· cjxl_0.10.1_d0e10num_threads0
57649032 5.1317705 ····· ··· 0.300511 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
58596688 5.1928678 ····· ··· 0.313138 R· cjxl_0.10.1_d0e9num_threads0
58834628 5.2265718 ····· ··· 0.297396 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
58855195 5.2277083 ····· ··· 0.289009 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
58813798 5.2309960 ····· ··· 0.310216 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
58832031 5.2317714 ····· ··· 0.300426 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
59266600 5.2510546 ····· ··· 0.498278 R· cjxl_0.10.1_d0e8num_threads0
59054854 5.2542153 ····· ··· 0.297873 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
59074705 5.2553250 ····· ··· 0.289189 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
59587273 5.2903191 ····· ··· 0.296465 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
59856307 5.3160767 ····· ··· 0.293949 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
60444246 5.3430778 ····· ··· 1.3800 R· cjxl_0.10.1_d0e7num_threads0
60707041 5.3611175 ····· ··· 0.276963 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
63437196 5.5551111 2.99% 2.99% 0.233473 ·A cwebp_1.3.2_z9
64399506 5.6522494 ····· ··· 1.8441 R· cjxl_0.10.1_d0e6num_threads0
64807430 5.6664701 ····· ··· 0.05357510 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
66058120 5.7731178 ····· ··· 1.8075 ·· cwebp_1.3.2_z8
66095071 5.7851496 ····· ··· 2.3310 R· cjxl_0.10.1_d0e5num_threads0
66893744 5.8453341 ····· ··· 2.4265 R· cwebp_1.3.2_z7
67232714 5.8738603 ····· ··· 3.5861 R· cwebp_1.3.2_z6
67551558 5.8970453 ····· ··· 4.3703 R· cwebp_1.3.2_z5
67679786 5.9026789 ····· ··· 4.4056 R· cwebp_1.3.2_z4
67782672 5.9100622 ····· ··· 4.5404 R· cwebp_1.3.2_z3
69057316 6.0340081 ····· ··· 3.8227 ·· cjxl_0.10.1_d0e4num_threads0
69766628 6.0439106 ····· ··· 6.0082 R· cwebp_1.3.2_z2
71196664 6.1817625 ····· ··· 9.549 R· cjxl_0.10.1_d0e3num_threads0
72826878 6.3447858 ····· ··· 7.9728 ·· cwebp_1.3.2_z1
75867927 6.5671658 ····· ··· 0.163050 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
75889983 6.5684395 ····· ··· 0.159641 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
76264934 6.5979010 ····· ··· 0.165173 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
76284846 6.5990279 ····· ··· 0.163699 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
76420248 6.6330413 ····· ··· 0.229262 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
79764189 6.9624714 1.49% 1.49% 0.05464336 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
80424282 7.0231389 ····· ··· 25.03 R· cwebp_1.3.2_z0
80665735 7.0348971 ····· ··· 15.22 ·· cjxl_0.10.1_d0e2num_threads0
81957617 7.1618824 ····· ··· 0.159308 ·· ect_0.9.5_9
81967365 7.1627509 ····· ··· 0.242379 ·· ect_0.9.5_8
82022512 7.1668987 ····· ··· 0.490842 ·· ect_0.9.5_7
82085015 7.1674653 ····· ··· 0.375228 ·· pingo_0.99_s9low
83399967 7.1742284 ····· ··· 0.219027 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
82200438 7.1826099 ····· ··· 0.625684 ·· ect_0.9.5_6
82259353 7.1830751 ····· ··· 0.682387 ·· pingo_0.99_s8low
82409017 7.1899512 ····· ··· 0.830870 ·· oxipng_9.0.0_o5a-fast-t1
82409285 7.1902617 ····· ··· 0.976097 ·· oxipng_9.0.0_o4a-fast-t1
82413852 7.1908861 ····· ··· 0.782694 ·· oxipng_9.0.0_o6a-fast-t1
82341712 7.1955281 ····· ··· 0.901246 ·· ect_0.9.5_5
82480079 7.2011062 ····· ··· 1.2254 ·· oxipng_9.0.0_o3a-fast-t1
82510399 7.2065257 ····· ··· 0.961907 ·· pingo_0.99_s7low
82602948 7.2125037 ····· ··· 1.1262 ·· pingo_0.99_s6low
82603252 7.2127221 ····· ··· 1.1339 ·· pingo_0.99_s5low
82574884 7.2148401 ····· ··· 1.11802 ·· ect_0.9.5_4
82717233 7.2219138 ····· ··· 1.3701 ·· pingo_0.99_s4low
82717414 7.2220574 ····· ··· 1.3807 ·· pingo_0.99_s3low
82718099 7.2226340 ····· ··· 1.4014 ·· pingo_0.99_s2low
82787107 7.2326862 ····· ··· 1.3680 ·· ect_0.9.5_3
82924226 7.2341078 ····· ··· 1.7688 ·· oxipng_9.0.0_o2a-fast-t1
82872489 7.2386030 ····· ··· 1.6486 ·· pingo_0.99_s1low
83271794 7.2701029 ····· ··· 1.7958 ·· ect_0.9.5_2
84329452 7.3388147 ····· ··· 3.0382 ·· pingo_0.99_s0low
84527464 7.3785682 ····· ··· 3.6570 ·· oxipng_9.0.0_o1a-fast-t1
87144904 7.5742438 ····· ··· 5.2829 ·· ect_0.9.5_1
86528331 7.6126003 ····· ··· 55.24 R· cjxl_0.10.1_d0e1num_threads0
89850793 7.7993345 ····· ··· 16.78 ·· oxipng_9.0.0_o0a-fast-t1
90658794 7.9089958 ····· ··· 0.242110 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
90676256 7.9092385 ····· ··· 0.232205 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
90954353 7.9434855 ····· ··· 0.211151 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
90753871 8.0231743 ····· ··· 0.175450 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
100690175 8.2429365 ····· ··· >1.4e+03 R· original
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
49 100.00% 1.29 100.00% 122817 0.10 1.00 0.76 all
49 100.00% 1.29 100.00% 122817 0.10 1.00 0.76 digital_painting
4 8.16% 0.94 6.00% 126039 0.15 1.00 0.81 lossy
7 14.29% 1.00 11.17% 109410 0.12 1.00 0.78 watermark
38 77.55% 1.38 83.39% 130247 0.10 1.00 0.78 visibly_opaque
11 22.45% 0.95 16.61% 97147 0.11 1.00 0.69 visibly_transparent
1 2.04% 1.42 2.25% 223 0.00 1.00 0.68 DirectClass_Gray_Alpha
32 65.31% 1.43 72.70% 139588 0.11 1.00 0.78 DirectClass_sRGB
13 26.53% 1.07 22.15% 119249 0.12 1.00 0.77 DirectClass_sRGB_Alpha
1 2.04% 1.64 2.60% 256 0.00 1.00 0.76 PseudoClass_Gray
2 4.08% 0.09 0.29% 254 0.00 1.00 0.37 PseudoClass_sRGB_Alpha
1 2.04% 2.38 3.77% 175813 0.07 1.00 0.86 source_app
32 65.31% 1.29 65.37% 137601 0.12 1.00 0.78 source_imagemagick->exiftool
5 10.20% 0.63 5.01% 29032 0.06 1.00 0.62 source_web
11 22.45% 1.48 25.84% 117620 0.07 1.00 0.76 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
37869177 4.9051931 100.00% ··· 0.0075269054 R· all
38029378 4.9252474 30.61% ··· 0.06334073 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
38029378 4.9252474 30.61% ··· 0.06294172 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
38031076 4.9254066 40.82% ··· 0.06349269 RA cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
38031076 4.9254066 40.82% ··· 0.06305779 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
38037618 4.9257014 38.78% ··· 0.06345197 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
38037618 4.9257014 38.78% ··· 0.06302126 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
38039293 4.9263621 28.57% ··· 0.06332085 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
38039293 4.9263621 28.57% ··· 0.06283904 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
38044182 4.9263655 34.69% ··· 0.06324139 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
38044182 4.9263655 34.69% ··· 0.06281090 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
38249412 4.9562738 14.29% ··· 0.05275457 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
38249412 4.9562738 14.29% ··· 0.05251223 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
38360718 4.9571447 30.61% ··· 0.06920301 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
38360718 4.9571447 30.61% ··· 0.06856530 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
38360704 4.9571513 28.57% ··· 0.06939924 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
38360704 4.9571513 28.57% ··· 0.06871749 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
38054169 4.9880816 40.82% ··· 0.05900822 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
38054169 4.9880816 40.82% ··· 0.05861783 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
38540836 4.9935512 2.04% 2.04% 0.04399775 ·A cjxl_0.10.1_d0e10E3I100num_threads0
38070128 5.0021535 30.61% 2.04% 0.05848206 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
38710364 5.0174078 ····· ··· 0.07055695 R· cjxl_0.10.1_d0e10E3num_threads0
39629350 5.1130714 ····· ··· 0.04699669 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
39640397 5.1276252 ····· ··· 0.130298 R· cjxl_0.10.1_d0e10g3num_threads0
39672386 5.1289111 ····· ··· 0.06511505 ·· cjxl_0.10.1_d0e10I100num_threads0
39835006 5.1468511 ····· ··· 0.253204 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
39835551 5.1518484 ····· ··· 0.0993363 ·· cjxl_0.10.1_d0e10num_threads0
40063313 5.1831970 ····· ··· 0.327605 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
40332137 5.2221210 ····· ··· 0.323622 ·· cjxl_0.10.1_d0e9num_threads0
40571431 5.2533390 ····· ··· 0.321971 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
40571431 5.2533390 ····· ··· 0.311272 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
40792520 5.2668565 ····· ··· 0.304242 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
40848406 5.2857384 ····· ··· 0.519009 R· cjxl_0.10.1_d0e8num_threads0
40867206 5.2868333 ····· ··· 0.340337 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
40867206 5.2868333 ····· ··· 0.327729 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
40968063 5.3074375 ····· ··· 0.322982 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
40968063 5.3074375 ····· ··· 0.311749 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
41063214 5.3121081 ····· ··· 0.324031 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
41222236 5.3334743 ····· ··· 0.320670 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
41502312 5.3636556 ····· ··· 1.4167 R· cjxl_0.10.1_d0e7num_threads0
43887795 5.6316897 ····· ··· 1.8690 R· cjxl_0.10.1_d0e6num_threads0
44558592 5.6948815 4.08% 4.08% 0.231889 ·A cwebp_1.3.2_z9
44882858 5.7493837 ····· ··· 2.3499 R· cjxl_0.10.1_d0e5num_threads0
45277774 5.7772485 ····· ··· 1.9269 ·· cwebp_1.3.2_z8
45652127 5.7804071 ····· ··· 0.05432775 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
46040134 5.8672606 ····· ··· 2.6096 R· cwebp_1.3.2_z7
46235056 5.8919040 ····· ··· 3.7464 R· cwebp_1.3.2_z6
46386624 5.9096216 ····· ··· 4.5467 R· cwebp_1.3.2_z5
46474838 5.9156544 ····· ··· 4.5862 R· cwebp_1.3.2_z4
46554014 5.9232144 ····· ··· 4.7380 R· cwebp_1.3.2_z3
46654047 5.9453810 ····· ··· 3.9860 ·· cjxl_0.10.1_d0e4num_threads0
46914980 5.9830292 ····· ··· 9.777 R· cjxl_0.10.1_d0e3num_threads0
47357770 6.0087908 ····· ··· 6.2261 ·· cwebp_1.3.2_z2
49505492 6.3033385 ····· ··· 8.244 ·· cwebp_1.3.2_z1
53562894 6.6943650 ····· ··· 0.173715 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
53562894 6.6943650 ····· ··· 0.169664 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
53944957 6.7378958 ····· ··· 0.175364 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
53944957 6.7378958 ····· ··· 0.173478 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
54121886 6.7813731 ····· ··· 0.242986 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
55810812 7.0723615 ····· ··· 25.51 R· cwebp_1.3.2_z0
55933429 7.0733300 ····· ··· 15.45 ·· cjxl_0.10.1_d0e2num_threads0
57957289 7.3573589 ····· ··· 0.157833 ·· ect_0.9.5_9
57964930 7.3583268 ····· ··· 0.240510 ·· ect_0.9.5_8
58000514 7.3624349 ····· ··· 0.475173 ·· ect_0.9.5_7
58073541 7.3635943 ····· ··· 0.366070 ·· pingo_0.99_s9low
58196366 7.3754274 ····· ··· 0.84186 ·· oxipng_9.0.0_o5a-fast-t1
58196634 7.3758521 ····· ··· 0.98498 ·· oxipng_9.0.0_o4a-fast-t1
58201201 7.3767059 ····· ··· 0.79459 ·· oxipng_9.0.0_o6a-fast-t1
58211817 7.3816232 ····· ··· 0.647040 ·· pingo_0.99_s8low
58165139 7.3825802 ····· ··· 0.602038 ·· ect_0.9.5_6
58250113 7.3890954 ····· ··· 1.2593 ·· oxipng_9.0.0_o3a-fast-t1
58093802 7.3899217 ····· ··· 0.05558200 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
58276753 7.3972090 ····· ··· 0.85828 ·· ect_0.9.5_5
58339065 7.3996733 ····· ··· 0.93707 ·· pingo_0.99_s7low
58365741 7.4026418 ····· ··· 1.1122 ·· pingo_0.99_s6low
58366045 7.4029405 ····· ··· 1.1234 ·· pingo_0.99_s5low
58457850 7.4130056 ····· ··· 1.3898 ·· pingo_0.99_s4low
58458031 7.4132019 ····· ··· 1.4035 ·· pingo_0.99_s3low
58458716 7.4139903 ····· ··· 1.4316 ·· pingo_0.99_s2low
58428516 7.4145581 ····· ··· 1.0683 ·· ect_0.9.5_4
58604500 7.4286691 ····· ··· 1.8281 ·· oxipng_9.0.0_o2a-fast-t1
58571800 7.4306519 ····· ··· 1.2996 ·· ect_0.9.5_3
58582524 7.4327980 ····· ··· 1.6988 ·· pingo_0.99_s1low
60206388 7.4753678 ····· ··· 0.201277 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
58961724 7.4762783 ····· ··· 1.7381 ·· ect_0.9.5_2
58984048 7.4857414 ····· ··· 3.9510 ·· oxipng_9.0.0_o1a-fast-t1
59452416 7.5342347 ····· ··· 3.0793 ·· pingo_0.99_s0low
59627186 7.6398982 ····· ··· 54.35 R· cjxl_0.10.1_d0e1num_threads0
60884952 7.6893948 ····· ··· 5.5552 ·· ect_0.9.5_1
62341529 7.8636941 ····· ··· 16.62 ·· oxipng_9.0.0_o0a-fast-t1
63570198 8.0552722 ····· ··· >1.3e+03 R· original
64620376 8.1524929 ····· ··· 0.237524 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
65051686 8.1898495 ····· ··· 0.264039 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
65051686 8.1898495 ····· ··· 0.251141 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
64743879 8.3104940 ····· ··· 0.188152 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
55 100.00% 1.33 100.00% 142372 0.11 1.00 0.77 all
49 89.09% 1.29 86.33% 122817 0.10 1.00 0.76 digital_painting
6 10.91% 1.66 13.67% 302073 0.18 1.00 0.82 digital_painting_like
4 7.27% 0.94 5.18% 126039 0.15 1.00 0.81 lossy
6 10.91% 1.66 13.67% 302073 0.18 1.00 0.82 machine_learning
7 12.73% 1.00 9.64% 109410 0.12 1.00 0.78 watermark
44 80.00% 1.42 85.66% 153678 0.11 1.00 0.78 visibly_opaque
11 20.00% 0.95 14.34% 97147 0.11 1.00 0.69 visibly_transparent
1 1.82% 1.42 1.94% 223 0.00 1.00 0.68 DirectClass_Gray_Alpha
38 69.09% 1.47 76.43% 165243 0.12 1.00 0.79 DirectClass_sRGB
13 23.64% 1.07 19.12% 119249 0.12 1.00 0.77 DirectClass_sRGB_Alpha
1 1.82% 1.64 2.25% 256 0.00 1.00 0.76 PseudoClass_Gray
2 3.64% 0.09 0.25% 254 0.00 1.00 0.37 PseudoClass_sRGB_Alpha
1 1.82% 2.38 3.26% 175813 0.07 1.00 0.86 source_app
32 58.18% 1.29 56.44% 137601 0.12 1.00 0.78 source_imagemagick->exiftool
5 9.09% 0.63 4.32% 29032 0.06 1.00 0.62 source_web
17 30.91% 1.54 35.98% 182721 0.11 1.00 0.78 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
46179507 5.0993298 100.00% ··· 0.0069053987 R· all
46354724 5.1185103 29.09% ··· 0.06089998 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
46354724 5.1185103 29.09% ··· 0.06054509 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
46356439 5.1186588 40.00% ··· 0.06099898 RA cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
46356439 5.1186588 40.00% ··· 0.06060655 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
46362981 5.1189215 38.18% ··· 0.06095867 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
46362981 5.1189215 38.18% ··· 0.06057332 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
46364656 5.1195101 29.09% ··· 0.06084014 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
46364656 5.1195101 29.09% ··· 0.06041203 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
46369545 5.1195132 34.55% ··· 0.06077185 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
46369545 5.1195132 34.55% ··· 0.06038665 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
46621068 5.1501638 12.73% ··· 0.05147001 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
46621068 5.1501638 12.73% ··· 0.05125619 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
46726620 5.1502837 30.91% ··· 0.06603218 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
46726620 5.1502837 30.91% ··· 0.06546572 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
46726606 5.1502896 29.09% ··· 0.06620627 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
46726606 5.1502896 29.09% ··· 0.06559611 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
46375414 5.1740839 40.00% ··· 0.05702543 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
46375414 5.1740839 40.00% ··· 0.05667425 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
46391020 5.1865853 32.73% 3.64% 0.05654721 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
46954785 5.1870708 1.82% 1.82% 0.04363296 ·A cjxl_0.10.1_d0e10E3I100num_threads0
47139376 5.2096311 ····· ··· 0.07003608 R· cjxl_0.10.1_d0e10E3num_threads0
47993126 5.3012030 ····· ··· 0.125801 R· cjxl_0.10.1_d0e10g3num_threads0
48165180 5.3041935 ····· ··· 0.04595818 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
48110516 5.3097864 ····· ··· 0.06419600 ·· cjxl_0.10.1_d0e10I100num_threads0
48175724 5.3173605 1.82% 1.82% 0.242419 RA cjxl_0.10.1_d0e10P14I100g3num_threads0
48289801 5.3316246 ····· ··· 0.0981101 ·· cjxl_0.10.1_d0e10num_threads0
48454773 5.3543728 1.82% 1.82% 0.312472 RA cjxl_0.10.1_d0e10P5I100g3num_threads0
48811811 5.3965767 ····· ··· 0.313293 R· cjxl_0.10.1_d0e9num_threads0
49054439 5.4248390 ····· ··· 0.308230 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
49054439 5.4248390 ····· ··· 0.298655 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
49275715 5.4365967 ····· ··· 0.290515 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
49328735 5.4528116 ····· ··· 0.323836 R· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
49328735 5.4528116 ····· ··· 0.312620 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
49360754 5.4562098 ····· ··· 0.494491 R· cjxl_0.10.1_d0e8num_threads0
49450932 5.4730303 ····· ··· 0.309113 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
49450932 5.4730303 ····· ··· 0.299035 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
49579873 5.4801606 ····· ··· 0.309256 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
49744677 5.4996485 ····· ··· 0.306282 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
50043002 5.5280562 ····· ··· 1.3716 R· cjxl_0.10.1_d0e7num_threads0
52654204 5.7862225 ····· ··· 1.8382 R· cjxl_0.10.1_d0e6num_threads0
53732007 5.8982836 ····· ··· 2.3429 R· cjxl_0.10.1_d0e5num_threads0
54003230 5.9020017 3.64% 3.64% 0.216872 ·A cwebp_1.3.2_z9
54887779 5.9593612 ····· ··· 0.05281652 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
54752722 5.9780300 ····· ··· 1.9069 ·· cwebp_1.3.2_z8
55623754 6.0677725 ····· ··· 2.5406 R· cwebp_1.3.2_z7
55537170 6.0757237 ····· ··· 3.9857 R· cjxl_0.10.1_d0e4num_threads0
55843620 6.0919574 ····· ··· 3.7147 ·· cwebp_1.3.2_z6
56003496 6.1084470 ····· ··· 4.5705 R· cwebp_1.3.2_z5
56091710 6.1138217 ····· ··· 4.6061 R· cwebp_1.3.2_z4
55863343 6.1148505 ····· ··· 9.760 R· cjxl_0.10.1_d0e3num_threads0
56174902 6.1208976 ····· ··· 4.7762 ·· cwebp_1.3.2_z3
56978658 6.1971384 ····· ··· 6.2422 ·· cwebp_1.3.2_z2
59355792 6.4796853 ····· ··· 8.1235 ·· cwebp_1.3.2_z1
65414128 7.0010761 ····· ··· 0.165997 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
65414128 7.0010761 ····· ··· 0.162366 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
65785071 7.0389645 ····· ··· 0.169939 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
65785071 7.0389645 ····· ··· 0.168275 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
66059632 7.0871434 ····· ··· 0.232489 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
65933830 7.1782317 ····· ··· 15.42 R· cjxl_0.10.1_d0e2num_threads0
66598020 7.2464687 ····· ··· 25.03 R· cwebp_1.3.2_z0
70118877 7.6213666 ····· ··· 0.157318 ·· ect_0.9.5_9
70130282 7.6225600 ····· ··· 0.238565 ·· ect_0.9.5_8
70180023 7.6274368 ····· ··· 0.465868 ·· ect_0.9.5_7
70252069 7.6283841 ····· ··· 0.363098 ·· pingo_0.99_s9low
70439619 7.6446385 ····· ··· 0.827800 ·· oxipng_9.0.0_o5a-fast-t1
70439887 7.6450168 ····· ··· 0.97738 ·· oxipng_9.0.0_o4a-fast-t1
70441057 7.6454370 ····· ··· 0.777867 ·· oxipng_9.0.0_o6a-fast-t1
70374366 7.6479860 ····· ··· 0.586163 ·· ect_0.9.5_6
70432419 7.6481240 ····· ··· 0.639192 ·· pingo_0.99_s8low
70491432 7.6566851 ····· ··· 1.2326 ·· oxipng_9.0.0_o3a-fast-t1
70504190 7.6625794 ····· ··· 0.825530 ·· ect_0.9.5_5
70575929 7.6655846 ····· ··· 0.910078 ·· pingo_0.99_s7low
70618922 7.6697361 ····· ··· 1.0886 ·· pingo_0.99_s6low
70619226 7.6700022 ····· ··· 1.0987 ·· pingo_0.99_s5low
70724091 7.6801779 ····· ··· 1.3712 ·· pingo_0.99_s4low
70724272 7.6803528 ····· ··· 1.3837 ·· pingo_0.99_s3low
70689531 7.6809519 ····· ··· 1.0191 ·· ect_0.9.5_4
70724957 7.6810552 ····· ··· 1.4086 ·· pingo_0.99_s2low
70893395 7.6960242 ····· ··· 1.7871 ·· oxipng_9.0.0_o2a-fast-t1
70852473 7.6970586 ····· ··· 1.2639 ·· ect_0.9.5_3
70861078 7.6989109 ····· ··· 1.6560 ·· pingo_0.99_s1low
71335065 7.7458737 ····· ··· 1.7029 ·· ect_0.9.5_2
71313104 7.7503197 ····· ··· 3.8621 ·· oxipng_9.0.0_o1a-fast-t1
70524351 7.7616756 ····· ··· 52.99 R· cjxl_0.10.1_d0e1num_threads0
73095105 7.7884378 ····· ··· 0.193964 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
71887932 7.8032154 ····· ··· 3.0164 ·· pingo_0.99_s0low
73240671 7.9076581 ····· ··· 0.05303444 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
73575178 7.9630909 ····· ··· 5.1198 ·· ect_0.9.5_1
75321642 8.1434870 ····· ··· 16.34 ·· oxipng_9.0.0_o0a-fast-t1
76766539 8.3320410 ····· ··· >1.3e+03 R· original
78843121 8.5105525 ····· ··· 0.223712 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
79361652 8.5510396 ····· ··· 0.247276 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
79361652 8.5510396 ····· ··· 0.235822 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
78959859 8.6506393 ····· ··· 0.179741 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
53 100.00% 1.29 100.00% 45242 0.03 0.93 1.01 all
1 1.89% 2.03 2.97% 283541 0.14 1.00 0.89 3d
1 1.89% 1.73 2.54% 6813 0.00 0.67 1.02 edit
3 5.66% 0.54 2.38% 4703 0.04 1.02 0.94 emoji
4 7.55% 0.42 2.45% 1961 0.00 1.06 1.21 game
3 5.66% 1.40 6.13% 30282 0.02 1.00 0.97 glitch
1 1.89% 2.07 3.04% 48616 0.02 1.00 0.73 lossy
2 3.77% 0.79 2.32% 4733 0.01 1.03 1.03 mosaic
9 16.98% 0.78 10.23% 4296 0.00 0.94 1.09 text
53 100.00% 1.29 100.00% 45242 0.03 0.93 1.01 ui
50 94.34% 1.26 92.40% 42589 0.03 0.93 1.01 visibly_opaque
3 5.66% 1.73 7.60% 89463 0.03 0.92 0.97 visibly_transparent
41 77.36% 1.39 83.20% 50691 0.04 0.92 0.99 DirectClass_sRGB
10 18.87% 1.12 16.38% 31924 0.02 0.99 1.00 DirectClass_sRGB_Alpha
2 3.77% 0.14 0.42% 126 0.00 0.94 1.36 PseudoClass_sRGB
7 13.21% 1.45 14.90% 44799 0.02 0.94 0.97 source_gnome_screenshot->exiftool
46 86.79% 1.26 85.10% 45309 0.03 0.93 1.01 source_imagemagick->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
13357081 1.3400253 100.00% ···· 0.013759080 R· all
14161582 1.4559818 13.21% 5.66% 0.162079 RA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14167686 1.4587147 7.55% ···· 0.163050 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14156162 1.4592571 13.21% 9.43% 0.130625 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14178038 1.4597579 1.89% ···· 0.165539 RA cjxl_0.10.1_d0e10E3I99g3num_threads0
14177299 1.4598574 7.55% ···· 0.163917 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
14221936 1.4611087 9.43% ···· 0.162238 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14228135 1.4652685 13.21% 5.66% 0.129678 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14334253 1.4989493 3.77% ···· 0.269752 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
14347084 1.5001333 3.77% ···· 0.271544 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
14524320 1.5002530 1.89% 1.89% 0.1115179 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
14759838 1.5185693 3.77% 1.89% 0.07831454 ·A cjxl_0.10.1_d0e10E3I100num_threads0
14783459 1.5246292 1.89% ···· 0.142309 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14775392 1.5249873 1.89% ···· 0.142123 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
15469592 1.5254982 52.83% 52.83% 0.582572 RA cwebp_1.3.2_z9
14775890 1.5264120 ····· ···· 0.141137 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14779734 1.5270480 1.89% ···· 0.140939 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14782485 1.5272898 ····· ···· 0.140951 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14763068 1.5291251 ····· ···· 0.119187 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
14911122 1.5360346 ····· ···· 0.134989 ·· cjxl_0.10.1_d0e10E3num_threads0
14915696 1.5552402 ····· ···· 0.233491 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
14926939 1.5560572 ····· ···· 0.236220 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
15207844 1.5745543 ····· ···· 0.09499250 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
15264187 1.5812588 ····· ···· 0.330294 ·· cjxl_0.10.1_d0e10g3num_threads0
15374293 1.5825622 ····· ···· 0.115819 ·· cjxl_0.10.1_d0e10I100num_threads0
15438680 1.5966047 ····· ···· 0.09417316 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
15518730 1.5998377 ····· ···· 0.196114 ·· cjxl_0.10.1_d0e10num_threads0
16008078 1.6105065 ····· ···· 6.7465 R· cwebp_1.3.2_z8
16063876 1.6124912 ····· ···· 9.8655 R· cwebp_1.3.2_z7
16274324 1.6360083 ····· ···· 11.689 R· cwebp_1.3.2_z6
15900043 1.6641322 ····· ···· 0.533048 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
16585212 1.6752925 ····· ···· 12.45 R· cwebp_1.3.2_z5
16019314 1.6777184 ····· ···· 0.707118 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
16574968 1.6815004 ····· ···· 12.69 R· cwebp_1.3.2_z4
16599566 1.6839152 ····· ···· 12.80 R· cwebp_1.3.2_z3
16666771 1.7199465 ····· ···· 0.605782 ·· cjxl_0.10.1_d0e9num_threads0
16892699 1.7387506 ····· ···· 1.2636 ·· cjxl_0.10.1_d0e8num_threads0
17245999 1.7607369 1.89% 1.89% 0.2103659 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
16930643 1.7664800 ····· ···· 0.685211 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
17698311 1.7664851 1.89% ···· 0.105448 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
17055549 1.7749388 ····· ···· 0.601983 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
17041345 1.7829835 ····· ···· 0.593038 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
17609483 1.7922083 ····· ···· 0.1819905 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
17549718 1.8025943 ····· ···· 0.2280831 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
17653324 1.8064918 ····· ···· 0.2824347 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
18044138 1.8433290 ····· ···· 0.1845184 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
17675229 1.8513526 ····· ···· 0.576550 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
17923582 1.8596224 ····· ···· 16.64 R· cwebp_1.3.2_z2
17897047 1.8713477 ····· ···· 0.486344 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
17811720 1.8782196 ····· ···· 0.601604 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
18070791 1.8891284 ····· ···· 0.525199 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
17703698 1.8947434 ····· ···· 0.590998 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
18002526 1.8971228 ····· ···· 0.602404 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
18164209 1.9125298 ····· ···· 2.5863 ·· cjxl_0.10.1_d0e7num_threads0
18605064 1.9307511 ····· ···· 22.77 R· cwebp_1.3.2_z1
20241371 2.0048181 ····· ···· 0.194712 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
19184954 2.0296149 ····· ···· 2.9326 ·· cjxl_0.10.1_d0e6num_threads0
20805449 2.1087116 1.89% 1.89% 0.4618603 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
19898340 2.1101441 ····· ···· 3.2383 ·· cjxl_0.10.1_d0e5num_threads0
20932032 2.1205375 ····· ···· 0.5262723 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
21143881 2.1407501 ····· ···· 0.3028875 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
21134541 2.1421103 ····· ···· 0.2486258 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
21457608 2.1590025 ····· ···· 0.103567 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
21303073 2.1997805 ····· ···· 0.157744 ·· ect_0.9.5_9
21307054 2.2001784 ····· ···· 0.242047 ·· ect_0.9.5_8
21322740 2.2017450 ····· ···· 0.561522 ·· ect_0.9.5_7
21333067 2.2027258 ····· ···· 0.77419 ·· ect_0.9.5_6
21336920 2.2042737 ····· ···· 0.506902 ·· pingo_0.99_s9low
21372475 2.2066830 ····· ···· 1.3871 ·· ect_0.9.5_5
21366900 2.2071083 ····· ···· 0.99113 ·· pingo_0.99_s8low
21419191 2.2115178 ····· ···· 1.9021 ·· ect_0.9.5_4
21529518 2.2226183 ····· ···· 2.4817 ·· ect_0.9.5_3
21524232 2.2283919 ····· ···· 1.3132 ·· oxipng_9.0.0_o5a-fast-t1
21524232 2.2283919 ····· ···· 1.2721 ·· oxipng_9.0.0_o6a-fast-t1
21531461 2.2289332 ····· ···· 1.4615 ·· oxipng_9.0.0_o4a-fast-t1
21572851 2.2306391 ····· ···· 2.0808 ·· pingo_0.99_s7low
21635575 2.2333151 ····· ···· 2.9177 ·· ect_0.9.5_2
21626905 2.2408261 ····· ···· 2.1398 ·· oxipng_9.0.0_o3a-fast-t1
21690020 2.2449091 ····· ···· 2.4437 ·· pingo_0.99_s6low
21690588 2.2459087 ····· ···· 2.4665 ·· pingo_0.99_s5low
21794665 2.2545979 ····· ···· 3.0711 ·· oxipng_9.0.0_o2a-fast-t1
21799067 2.2556814 ····· ···· 2.7426 ·· pingo_0.99_s4low
21799619 2.2561444 ····· ···· 2.7751 ·· pingo_0.99_s3low
21800143 2.2566664 ····· ···· 2.8669 ·· pingo_0.99_s2low
21916602 2.2707778 ····· ···· 3.7399 ·· pingo_0.99_s1low
22270284 2.3093489 ····· ···· 5.7341 ·· pingo_0.99_s0low
22646187 2.3378689 ····· ···· 21.01 ·· ect_0.9.5_1
22507192 2.3512935 ····· ···· 6.6221 ·· oxipng_9.0.0_o1a-fast-t1
22809950 2.4614106 ····· ···· 46.15 R· cwebp_1.3.2_z0
23719334 2.4731999 ····· ···· 21.13 ·· oxipng_9.0.0_o0a-fast-t1
24377149 2.5759804 ····· ···· >1.3e+03 R· original
24129169 2.7145200 ····· ···· 4.3737 ·· cjxl_0.10.1_d0e4num_threads0
28119549 3.1300939 ····· ···· 17.08 ·· cjxl_0.10.1_d0e2num_threads0
26786745 3.1517666 ····· ···· 10.57 ·· cjxl_0.10.1_d0e3num_threads0
29400899 3.3479501 ····· ···· 83.2 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
47 100.00% 1.24 100.00% 41872 0.03 0.93 1.02 all
3 6.38% 0.54 2.79% 4703 0.04 1.02 0.94 emoji
4 8.51% 0.42 2.87% 1961 0.00 1.06 1.21 game
2 4.26% 0.79 2.72% 4733 0.01 1.03 1.03 mosaic
9 19.15% 0.78 11.99% 4296 0.00 0.94 1.09 text
47 100.00% 1.24 100.00% 41872 0.03 0.93 1.02 ui
44 93.62% 1.21 91.10% 38628 0.03 0.93 1.02 visibly_opaque
3 6.38% 1.73 8.90% 89463 0.03 0.92 0.97 visibly_transparent
35 74.47% 1.34 80.31% 47100 0.04 0.92 1.00 DirectClass_sRGB
10 21.28% 1.12 19.20% 31924 0.02 0.99 1.00 DirectClass_sRGB_Alpha
2 4.26% 0.14 0.49% 126 0.00 0.94 1.36 PseudoClass_sRGB
7 14.89% 1.45 17.46% 44799 0.02 0.94 0.97 source_gnome_screenshot->exiftool
40 85.11% 1.20 82.54% 41360 0.03 0.93 1.02 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
9817689 1.176381 100.00% ···· 0.01531993 R· all
10533210 1.299395 12.77% 6.38% 0.165833 RA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10534146 1.302051 6.38% ···· 0.167117 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10523201 1.302638 10.64% 10.64% 0.131287 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10543889 1.303157 ····· ···· 0.169556 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
10543759 1.303340 6.38% ···· 0.168103 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
10584421 1.304419 8.51% ···· 0.166386 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10591908 1.309102 10.64% 6.38% 0.131881 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11403748 1.337457 55.32% 55.32% 0.588385 RA cwebp_1.3.2_z9
10633507 1.341872 2.13% ···· 0.278102 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
10647503 1.343322 2.13% ···· 0.281696 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
10852012 1.345282 2.13% 2.13% 0.115307 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
10998928 1.358131 4.26% 2.13% 0.08107768 ·A cjxl_0.10.1_d0e10E3I100num_threads0
11084707 1.369597 2.13% ···· 0.146381 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11076640 1.370000 2.13% ···· 0.146170 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11077138 1.371607 ····· ···· 0.145061 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11082506 1.372474 ····· ···· 0.145515 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11083733 1.372597 ····· ···· 0.144853 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11063777 1.374515 ····· ···· 0.120115 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11124601 1.375405 ····· ···· 0.139493 ·· cjxl_0.10.1_d0e10E3num_threads0
11200598 1.403619 ····· ···· 0.243676 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11215778 1.404927 ····· ···· 0.245983 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11489176 1.417924 ····· ···· 0.120171 ·· cjxl_0.10.1_d0e10I100num_threads0
11447235 1.420025 ····· ···· 0.0988910 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11455797 1.422688 ····· ···· 0.338332 ·· cjxl_0.10.1_d0e10g3num_threads0
11862026 1.425237 ····· ···· 6.8814 R· cwebp_1.3.2_z8
11892694 1.425562 ····· ···· 10.093 R· cwebp_1.3.2_z7
11554057 1.434176 ····· ···· 0.0972795 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
11608053 1.434989 ····· ···· 0.203307 ·· cjxl_0.10.1_d0e10num_threads0
12062434 1.448410 ····· ···· 11.94 R· cwebp_1.3.2_z6
12325204 1.488206 ····· ···· 12.73 R· cwebp_1.3.2_z5
12314960 1.495206 ····· ···· 12.98 R· cwebp_1.3.2_z4
12333806 1.497422 ····· ···· 13.09 R· cwebp_1.3.2_z3
12002424 1.506984 ····· ···· 0.549665 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
12091387 1.519743 ····· ···· 0.726556 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
12495206 1.544394 ····· ···· 0.632752 ·· cjxl_0.10.1_d0e9num_threads0
12672360 1.560639 ····· ···· 1.3144 ·· cjxl_0.10.1_d0e8num_threads0
13294175 1.574629 2.13% ···· 0.108721 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
12879642 1.576413 2.13% 2.13% 0.2107587 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
13223746 1.609989 ····· ···· 0.180772 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
12956901 1.614358 ····· ···· 0.613942 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
12975720 1.617909 ····· ···· 0.698902 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
13203442 1.619447 ····· ···· 0.2842227 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13147847 1.619859 ····· ···· 0.2303007 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
13089947 1.626548 ····· ···· 0.616781 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
13591923 1.661057 ····· ···· 0.1858408 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
13390110 1.669275 ····· ···· 17.27 R· cwebp_1.3.2_z2
13675069 1.708554 ····· ···· 0.589052 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
13649903 1.714845 ····· ···· 0.623870 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
13929409 1.727702 ····· ···· 0.552724 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
13865007 1.728267 ····· ···· 0.501370 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
13700345 1.731940 ····· ···· 2.6452 ·· cjxl_0.10.1_d0e7num_threads0
13804337 1.732068 ····· ···· 0.623500 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
13918410 1.735554 ····· ···· 23.54 R· cwebp_1.3.2_z1
13544215 1.738351 ····· ···· 0.608061 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
15358196 1.798697 ····· ···· 0.195328 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
14531553 1.844324 ····· ···· 2.9713 ·· cjxl_0.10.1_d0e6num_threads0
15255753 1.858305 2.13% 2.13% 0.4779422 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
15369471 1.869954 ····· ···· 0.5470509 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
15524915 1.886998 ····· ···· 0.106412 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
15637675 1.896899 ····· ···· 0.3041384 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
15628920 1.898489 ····· ···· 0.2430683 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
15164219 1.926824 ····· ···· 3.2571 ·· cjxl_0.10.1_d0e5num_threads0
15798363 1.961565 ····· ···· 0.152515 ·· ect_0.9.5_9
15801979 1.961983 ····· ···· 0.234334 ·· ect_0.9.5_8
15813737 1.963395 ····· ···· 0.550107 ·· ect_0.9.5_7
15821219 1.964252 ····· ···· 0.76325 ·· ect_0.9.5_6
15834469 1.967219 ····· ···· 0.508415 ·· pingo_0.99_s9low
15851314 1.967778 ····· ···· 1.3884 ·· ect_0.9.5_5
15858310 1.969845 ····· ···· 0.99405 ·· pingo_0.99_s8low
15888546 1.972386 ····· ···· 1.9233 ·· ect_0.9.5_4
15982308 1.983237 ····· ···· 2.5311 ·· ect_0.9.5_3
15983236 1.990531 ····· ···· 1.3248 ·· oxipng_9.0.0_o5a-fast-t1
15983236 1.990531 ····· ···· 1.2846 ·· oxipng_9.0.0_o6a-fast-t1
15983860 1.990683 ····· ···· 1.4714 ·· oxipng_9.0.0_o4a-fast-t1
16048359 1.991258 ····· ···· 2.9547 ·· ect_0.9.5_2
16032128 1.993451 ····· ···· 2.1094 ·· pingo_0.99_s7low
16069947 2.003143 ····· ···· 2.1647 ·· oxipng_9.0.0_o3a-fast-t1
16147935 2.008781 ····· ···· 2.4756 ·· pingo_0.99_s6low
16148503 2.009908 ····· ···· 2.5017 ·· pingo_0.99_s5low
16210021 2.015884 ····· ···· 3.0970 ·· oxipng_9.0.0_o2a-fast-t1
16230468 2.017840 ····· ···· 2.7646 ·· pingo_0.99_s4low
16231020 2.018363 ····· ···· 2.8012 ·· pingo_0.99_s3low
16231544 2.018951 ····· ···· 2.9052 ·· pingo_0.99_s2low
16335186 2.033311 ····· ···· 3.8038 ·· pingo_0.99_s1low
16588631 2.067970 ····· ···· 5.7442 ·· pingo_0.99_s0low
16844017 2.089899 ····· ···· 21.91 ·· ect_0.9.5_1
16820072 2.114111 ····· ···· 6.6444 ·· oxipng_9.0.0_o1a-fast-t1
17802903 2.231036 ····· ···· 21.10 ·· oxipng_9.0.0_o0a-fast-t1
17487966 2.273363 ····· ···· 46.57 R· cwebp_1.3.2_z0
18353635 2.338100 ····· ···· >1.2e+03 R· original
19070722 2.574679 ····· ···· 4.3993 ·· cjxl_0.10.1_d0e4num_threads0
22357785 2.974965 ····· ···· 16.99 ·· cjxl_0.10.1_d0e2num_threads0
21434006 3.034571 ····· ···· 10.55 ·· cjxl_0.10.1_d0e3num_threads0
23458532 3.201421 ····· ···· 83.1 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
24 100.00% 0.52 100.00% 3400 0.01 0.91 0.97 all
6 25.00% 0.22 10.54% 694 0.00 1.01 0.93 game
6 25.00% 0.30 14.25% 139 0.00 0.92 0.87 reduced_palette
24 100.00% 0.52 100.00% 3400 0.01 0.91 0.97 text
9 37.50% 0.78 55.74% 4296 0.00 0.94 1.09 ui
24 100.00% 0.52 100.00% 3400 0.01 0.91 0.97 visibly_opaque
15 62.50% 0.66 79.29% 5004 0.01 0.87 0.97 DirectClass_sRGB
2 8.33% 0.29 4.69% 2816 0.01 1.23 1.11 DirectClass_sRGB_Alpha
1 4.17% 0.45 3.60% 26 0.00 0.54 0.89 PseudoClass_Gray
6 25.00% 0.26 12.41% 148 0.00 0.97 0.94 PseudoClass_sRGB
1 4.17% 0.37 2.97% 5193 0.01 0.94 1.08 source_gnome_screenshot->exiftool
23 95.83% 0.53 97.03% 3323 0.01 0.91 0.96 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
866565 0.5430496 100.00% ···· 0.0460006 R· all
972946 0.6357628 58.33% 58.33% 0.59319 RA cwebp_1.3.2_z9
985024 0.6441934 4.17% ···· 9.280 R· cwebp_1.3.2_z8
986120 0.6445647 4.17% ···· 17.2 RA cwebp_1.3.2_z7
1039384 0.6656407 ····· ···· 18.2 R· cwebp_1.3.2_z6
1101365 0.6872127 12.50% ···· 0.40062 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1107475 0.6888202 12.50% ···· 0.40225 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1186657 0.7062815 4.17% ···· 0.30060 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
1256896 0.7067340 4.17% ···· 0.30626 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1187575 0.7070362 12.50% ···· 0.29705 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
1189173 0.7072931 12.50% ···· 0.29636 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1260275 0.7075364 4.17% ···· 0.30649 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1190545 0.7093002 8.33% ···· 0.29821 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1223262 0.7141925 8.33% ···· 0.29509 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1269084 0.7291325 ····· ···· 0.242603 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
1171882 0.7345091 ····· ···· 19.5 R· cwebp_1.3.2_z5
1172298 0.7345939 ····· ···· 19.6 R· cwebp_1.3.2_z4
1176116 0.7378024 ····· ···· 20.1 R· cwebp_1.3.2_z3
1259410 0.7421507 ····· ···· 0.139354 ·· cjxl_0.10.1_d0e10E3I100num_threads0
1271840 0.7511426 ····· ···· 0.24724 ·· cjxl_0.10.1_d0e10E3num_threads0
1305881 0.7663852 ····· ···· 0.148566 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
1306365 0.7776325 ····· ···· 0.156184 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1292246 0.7789962 ····· ···· 0.153561 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1335659 0.7859991 ····· ···· 0.198472 ·· cjxl_0.10.1_d0e10I100num_threads0
1238162 0.7863350 4.17% ···· 0.17438 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1330100 0.7889676 ····· ···· 1.2260 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1349008 0.7950001 ····· ···· 0.33772 ·· cjxl_0.10.1_d0e10num_threads0
1359444 0.8024240 ····· ···· 0.58826 ·· cjxl_0.10.1_d0e10g3num_threads0
1433720 0.8111727 4.17% ···· 0.22436 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1436280 0.8112203 4.17% ···· 0.22408 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1436377 0.8112359 4.17% ···· 0.22385 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1356204 0.8155215 ····· ···· 0.69207 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
1446846 0.8262702 4.17% ···· 0.22340 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1324048 0.8299073 4.17% 4.17% 1.4124 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1416513 0.8322356 ····· ···· 0.70055 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
1456293 0.8331919 4.17% ···· 0.22318 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1313679 0.8346492 ····· ···· 0.16503 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1523221 0.8690952 ····· ···· 0.88425 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
1500506 0.8691919 4.17% 4.17% 0.373105 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1531896 0.8703696 ····· ···· 1.1447 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
1602641 0.8770068 ····· ···· 0.176156 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1513128 0.8780056 ····· ···· 0.93485 ·· cjxl_0.10.1_d0e9num_threads0
1501135 0.8872497 4.17% 4.17% 0.75243 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1480858 0.8911113 ····· ···· 0.132738 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1532788 0.9053801 ····· ···· 0.67777 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1578016 0.9113342 ····· ···· 1.842 ·· cjxl_0.10.1_d0e8num_threads0
1653197 0.9162441 ····· ···· 1.0726 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
1653142 0.9338922 ····· ···· 0.531400 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1709272 0.9450494 ····· ···· 1.1431 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
1755173 0.9544724 ····· ···· 1.0656 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
1660541 0.9752337 ····· ···· 0.80320 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1683702 1.000781 ····· ···· 27.0 R· cwebp_1.3.2_z2
1833318 1.013156 ····· ···· 1.0309 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
1839838 1.023866 ····· ···· 0.685973 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1784899 1.024982 ····· ···· 0.93464 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1865245 1.028597 ····· ···· 1.0382 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
1767663 1.036054 ····· ···· 3.464 ·· cjxl_0.10.1_d0e7num_threads0
1768912 1.050107 ····· ···· 36.6 R· cwebp_1.3.2_z1
2062580 1.084927 ····· ···· 0.84976 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1865619 1.088995 ····· ···· 3.647 ·· cjxl_0.10.1_d0e6num_threads0
1922356 1.114956 ····· ···· 0.97672 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
1989647 1.117972 4.17% 4.17% 0.69803 ·A pingo_0.99_s9low
1990775 1.118616 ····· ···· 1.3115 ·· pingo_0.99_s8low
1995125 1.122181 ····· ···· 0.22795 ·· ect_0.9.5_9
1995144 1.122249 ····· ···· 0.35205 ·· ect_0.9.5_8
1995729 1.122619 ····· ···· 0.83324 ·· ect_0.9.5_7
1995995 1.122651 ····· ···· 1.1898 ·· ect_0.9.5_6
1998436 1.123988 ····· ···· 2.191 ·· ect_0.9.5_5
2001821 1.126194 ····· ···· 3.056 ·· ect_0.9.5_4
2006719 1.130232 ····· ···· 4.034 ·· ect_0.9.5_2
2006444 1.130350 ····· ···· 3.743 ·· ect_0.9.5_3
2042529 1.139883 ····· ···· 2.587 ·· pingo_0.99_s7low
2029658 1.140286 ····· ···· 1.642 ·· oxipng_9.0.0_o5a-fast-t1
2029658 1.140286 ····· ···· 1.595 ·· oxipng_9.0.0_o6a-fast-t1
2029738 1.140407 ····· ···· 1.793 ·· oxipng_9.0.0_o4a-fast-t1
2050570 1.149483 ····· ···· 2.807 ·· pingo_0.99_s6low
2051174 1.150981 ····· ···· 2.894 ·· pingo_0.99_s5low
2050976 1.152010 ····· ···· 3.778 ·· oxipng_9.0.0_o2a-fast-t1
2051012 1.152099 ····· ···· 2.647 ·· oxipng_9.0.0_o3a-fast-t1
2053799 1.152969 ····· ···· 2.888 ·· pingo_0.99_s4low
2054559 1.154258 ····· ···· 2.980 ·· pingo_0.99_s3low
2055925 1.156600 ····· ···· 3.293 ·· pingo_0.99_s2low
1979802 1.161354 ····· ···· 3.852 ·· cjxl_0.10.1_d0e5num_threads0
2071947 1.165713 ····· ···· 4.286 ·· pingo_0.99_s1low
2094959 1.177848 ····· ···· 5.938 ·· pingo_0.99_s0low
2107433 1.190793 ····· ···· 30.7 ·· ect_0.9.5_1
1834664 1.205326 ····· ···· 0.43190 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
2321684 1.277104 ····· ···· 7.658 ·· oxipng_9.0.0_o1a-fast-t1
2428865 1.345722 ····· ···· 22.0 ·· oxipng_9.0.0_o0a-fast-t1
2623056 1.448355 ····· ···· >5.2e+02 R· original
3071784 1.745749 ····· ···· 47.2 ·· cwebp_1.3.2_z0
4305114 2.350543 ····· ···· 6.049 ·· cjxl_0.10.1_d0e4num_threads0
4515260 2.465277 ····· ···· 17.5 ·· cjxl_0.10.1_d0e2num_threads0
5264943 3.043227 ····· ···· 12.02 ·· cjxl_0.10.1_d0e3num_threads0
5128821 3.101985 ····· ···· 77.0 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
56 100.00% 1.11 100.00% 35895 0.03 0.92 1.00 all
3 5.36% 0.54 2.62% 4703 0.04 1.02 0.94 emoji
7 12.50% 0.33 3.77% 1578 0.00 1.02 0.98 game
2 3.57% 0.79 2.55% 4733 0.01 1.03 1.03 mosaic
18 32.14% 0.60 17.33% 4488 0.01 0.91 1.00 text
47 83.93% 1.24 93.93% 41872 0.03 0.93 1.02 ui
53 94.64% 1.07 91.64% 32863 0.03 0.92 1.00 visibly_opaque
3 5.36% 1.73 8.36% 89463 0.03 0.92 0.97 visibly_transparent
43 76.79% 1.17 80.90% 39196 0.03 0.91 0.98 DirectClass_sRGB
11 19.64% 1.05 18.64% 29494 0.02 0.98 1.01 DirectClass_sRGB_Alpha
2 3.57% 0.14 0.46% 126 0.00 0.94 1.36 PseudoClass_sRGB
8 14.29% 1.32 17.00% 39848 0.02 0.94 0.99 source_gnome_screenshot->exiftool
48 85.71% 1.07 83.00% 35236 0.03 0.92 1.00 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
10144253 1.110169 100.00% ···· 0.01325625 R· all
10930282 1.237799 10.71% 5.36% 0.176529 RA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10931512 1.240158 5.36% ···· 0.176382 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10941027 1.240918 1.79% ···· 0.179971 RA cjxl_0.10.1_d0e10E3I99g3num_threads0
10941125 1.241239 5.36% ···· 0.177260 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
10981329 1.241991 7.14% ···· 0.176892 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10924106 1.242394 8.93% 8.93% 0.133128 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10998399 1.250802 8.93% 5.36% 0.133397 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11027208 1.271651 1.79% ···· 0.289174 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11810372 1.272211 57.14% 57.14% 0.591598 RA cwebp_1.3.2_z9
11041205 1.272868 1.79% ···· 0.292256 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11258029 1.279210 1.79% 1.79% 0.134227 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
11418571 1.295131 3.57% 1.79% 0.08916838 ·A cjxl_0.10.1_d0e10E3I100num_threads0
11548653 1.311434 ····· ···· 0.153073 ·· cjxl_0.10.1_d0e10E3num_threads0
11577930 1.318060 ····· ···· 0.251734 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11593173 1.319167 ····· ···· 0.253590 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11606149 1.327597 ····· ···· 0.152664 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11610935 1.328292 1.79% ···· 0.152832 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11612744 1.328428 ····· ···· 0.152511 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11593273 1.330235 ····· ···· 0.119009 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11624221 1.332340 1.79% ···· 0.153546 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11616154 1.332679 1.79% ···· 0.153474 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
12270142 1.346457 1.79% ···· 7.5535 R· cwebp_1.3.2_z8
12301034 1.346797 1.79% ···· 10.886 RA cwebp_1.3.2_z7
11942383 1.359445 ····· ···· 0.130354 ·· cjxl_0.10.1_d0e10I100num_threads0
11993157 1.364775 ····· ···· 0.103005 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
11914619 1.366265 ····· ···· 0.361804 ·· cjxl_0.10.1_d0e10g3num_threads0
12495354 1.370314 ····· ···· 12.448 R· cwebp_1.3.2_z6
12065396 1.375469 ····· ···· 0.219232 ·· cjxl_0.10.1_d0e10num_threads0
12006951 1.381210 ····· ···· 0.108778 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
12803492 1.418688 ····· ···· 13.25 R· cwebp_1.3.2_z5
12793248 1.424563 ····· ···· 13.56 R· cwebp_1.3.2_z4
12812830 1.426607 ····· ···· 13.73 R· cwebp_1.3.2_z3
12501073 1.452527 ····· ···· 0.573184 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
12591547 1.463693 ····· ···· 0.753702 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
12990977 1.482700 ····· ···· 0.662198 ·· cjxl_0.10.1_d0e9num_threads0
13771630 1.492975 1.79% ···· 0.115873 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
13188740 1.504049 ····· ···· 1.3748 ·· cjxl_0.10.1_d0e8num_threads0
13384959 1.511589 1.79% 1.79% 0.3079810 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
13732606 1.541062 ····· ···· 0.303697 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
13472159 1.548959 ····· ···· 0.672951 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
13517020 1.561184 ····· ···· 0.736410 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
13758446 1.568271 ····· ···· 0.3728472 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13630350 1.568632 ····· ···· 0.677141 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
13722511 1.572994 ····· ···· 0.3027933 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
14200396 1.608683 ····· ···· 0.2366998 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
14125246 1.644024 ····· ···· 18.77 R· cwebp_1.3.2_z2
14222043 1.654138 ····· ···· 0.668176 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
14259108 1.656786 ····· ···· 0.626952 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
14472546 1.669377 ····· ···· 0.501593 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
14391216 1.673609 ····· ···· 0.669923 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
14310069 1.674489 ····· ···· 2.7365 ·· cjxl_0.10.1_d0e7num_threads0
14583544 1.684952 ····· ···· 0.577213 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
14165848 1.692292 ····· ···· 0.636511 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
15919649 1.703060 1.79% 1.79% 0.230515 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
14673790 1.707583 ····· ···· 25.75 R· cwebp_1.3.2_z1
15997049 1.753799 ····· ···· 0.111914 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
15880168 1.754459 ····· ···· 0.7055099 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
15820523 1.762588 1.79% 1.79% 0.7116837 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
15178263 1.779617 ····· ···· 3.0392 ·· cjxl_0.10.1_d0e6num_threads0
16262697 1.824829 ····· ···· 0.3956240 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
16277953 1.839077 ····· ···· 0.2972472 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
15870144 1.866669 ····· ···· 3.3138 ·· cjxl_0.10.1_d0e5num_threads0
16625732 1.912535 ····· ···· 0.157883 ·· ect_0.9.5_9
16629346 1.912879 ····· ···· 0.243056 ·· ect_0.9.5_8
16641198 1.914107 ····· ···· 0.576451 ·· ect_0.9.5_7
16653837 1.914647 ····· ···· 0.510950 ·· pingo_0.99_s9low
16648638 1.914811 ····· ···· 0.80176 ·· ect_0.9.5_6
16678070 1.916996 ····· ···· 1.0050 ·· pingo_0.99_s8low
16679667 1.918038 ····· ···· 1.4505 ·· ect_0.9.5_5
16718519 1.922448 ····· ···· 2.0123 ·· ect_0.9.5_4
16814568 1.932473 ····· ···· 2.6166 ·· ect_0.9.5_3
16880008 1.938973 ····· ···· 3.0032 ·· ect_0.9.5_2
16815566 1.939131 ····· ···· 1.3170 ·· oxipng_9.0.0_o5a-fast-t1
16815566 1.939131 ····· ···· 1.2781 ·· oxipng_9.0.0_o6a-fast-t1
16816190 1.939259 ····· ···· 1.4588 ·· oxipng_9.0.0_o4a-fast-t1
16864865 1.940154 ····· ···· 2.1238 ·· pingo_0.99_s7low
16909565 1.951959 ····· ···· 2.1528 ·· oxipng_9.0.0_o3a-fast-t1
16986420 1.955852 ····· ···· 2.4465 ·· pingo_0.99_s6low
16987100 1.956861 ····· ···· 2.4758 ·· pingo_0.99_s5low
17049684 1.962666 ····· ···· 3.0934 ·· oxipng_9.0.0_o2a-fast-t1
17070934 1.964058 ····· ···· 2.6998 ·· pingo_0.99_s4low
17071879 1.964800 ····· ···· 2.7480 ·· pingo_0.99_s3low
17073252 1.965880 ····· ···· 2.8822 ·· pingo_0.99_s2low
17182148 1.979640 ····· ···· 3.7790 ·· pingo_0.99_s1low
17440874 2.010454 ····· ···· 5.6825 ·· pingo_0.99_s0low
17705170 2.031764 ····· ···· 22.75 ·· ect_0.9.5_1
17737309 2.070107 ····· ···· 6.7044 ·· oxipng_9.0.0_o1a-fast-t1
18758161 2.181292 ····· ···· 20.95 ·· oxipng_9.0.0_o0a-fast-t1
19371560 2.295575 ····· ···· >1.1e+03 R· original
18738254 2.327685 ····· ···· 46.59 ·· cwebp_1.3.2_z0
20945297 2.694948 ····· ···· 4.4865 ·· cjxl_0.10.1_d0e4num_threads0
24238624 3.037929 ····· ···· 16.72 ·· cjxl_0.10.1_d0e2num_threads0
23719744 3.208782 ····· ···· 10.52 ·· cjxl_0.10.1_d0e3num_threads0
25674982 3.357831 ····· ···· 81.1 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
76 100.00% 1.65 100.00% 101309 0.05 1.00 0.87 all
46 60.53% 1.97 72.28% 139533 0.07 1.00 0.85 3d
5 6.58% 1.44 5.74% 99205 0.07 1.00 0.81 digital_painting
4 5.26% 0.97 3.10% 23014 0.03 1.00 0.77 edit
76 100.00% 1.65 100.00% 101309 0.05 1.00 0.87 game
4 5.26% 2.07 6.61% 93362 0.05 1.01 0.96 glitch
1 1.32% 2.36 1.89% 59557 0.03 1.00 0.81 panorama
3 3.95% 1.61 3.85% 22232 0.01 1.00 1.26 pixel_art_scaled
6 7.89% 0.22 1.05% 694 0.00 1.01 0.93 text
4 5.26% 0.42 1.33% 1961 0.00 1.06 1.21 ui
2 2.63% 1.88 2.99% 15981 0.01 1.00 1.02 vector
75 98.68% 1.64 98.11% 101866 0.05 1.00 0.87 visibly_opaque
1 1.32% 2.36 1.89% 59557 0.03 1.00 0.81 visibly_transparent
71 93.42% 1.69 95.72% 106950 0.06 0.99 0.86 DirectClass_sRGB
3 3.95% 1.55 3.71% 35272 0.02 1.17 0.90 DirectClass_sRGB_Alpha
2 2.63% 0.36 0.57% 90 0.00 0.92 1.13 PseudoClass_sRGB
1 1.32% 2.07 1.65% 19818 0.01 1.00 0.79 source_imagemagick
74 97.37% 1.66 98.14% 103772 0.05 1.00 0.88 source_imagemagick->exiftool
1 1.32% 0.26 0.21% 532 0.00 1.00 0.46 source_unknown->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
75112477 4.1324192 100.00% ···· 0.0055687734 R· all
75874533 4.1842560 11.84% ···· 0.1099288 RA cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
75865695 4.1845067 10.53% ···· 0.1117760 R· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
75890148 4.1850605 7.89% ···· 0.1098506 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
75879713 4.1852302 9.21% ···· 0.1118545 R· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
75906422 4.1858863 5.26% ···· 0.1133521 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
75889665 4.1862390 7.89% 2.63% 0.1127727 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
75852293 4.1933120 18.42% ···· 0.07423748 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
75845721 4.1954047 18.42% ···· 0.07146161 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
76222188 4.2053816 13.16% ···· 0.1095373 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
76222331 4.2060925 13.16% ···· 0.1115144 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
76244921 4.2072458 11.84% ···· 0.1114943 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
76264950 4.2075589 9.21% ···· 0.1090478 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
76222238 4.2104615 17.11% 3.95% 0.07336767 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
76291971 4.2109569 25.00% 2.63% 0.08687915 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
76284238 4.2121173 23.68% 1.32% 0.08142345 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
77284637 4.2741737 6.58% 6.58% 0.06122128 ·A cjxl_0.10.1_d0e10E3I100num_threads0
77659715 4.2968088 ····· ···· 0.1040793 ·· cjxl_0.10.1_d0e10E3num_threads0
78101101 4.3219591 3.95% ···· 0.1274935 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
78112474 4.3220117 2.63% ···· 0.1235772 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
78148486 4.3247814 3.95% ···· 0.1275385 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
78158469 4.3247832 2.63% ···· 0.1243107 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
80029641 4.4234340 2.63% 2.63% 0.06750787 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
80143366 4.4274540 ····· ···· 0.08791994 ·· cjxl_0.10.1_d0e10I100num_threads0
80517633 4.4499754 ····· ···· 0.1434939 R· cjxl_0.10.1_d0e10num_threads0
80641037 4.4526404 ····· ···· 0.2305830 R· cjxl_0.10.1_d0e10g3num_threads0
81243323 4.4904603 ····· ···· 0.376280 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
81449142 4.5024990 ····· ···· 0.485080 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
82042011 4.5422724 ····· ···· 0.436131 ·· cjxl_0.10.1_d0e9num_threads0
82148404 4.5508387 ····· ···· 0.379787 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
82247156 4.5541349 ····· ···· 0.434514 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
82350402 4.5586167 ····· ···· 0.461016 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
82346706 4.5598511 ····· ···· 0.472753 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
83035688 4.6018226 ····· ···· 0.743773 R· cjxl_0.10.1_d0e8num_threads0
83353907 4.6102377 ····· ···· 0.411765 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
83381887 4.6128617 ····· ···· 0.420321 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
84256608 4.6702398 ····· ···· 0.387734 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
84778403 4.6983959 ····· ···· 0.374961 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
85733176 4.7262000 10.53% 10.53% 0.337194 ·A cwebp_1.3.2_z9
85330771 4.7329928 ····· ···· 1.78169 R· cjxl_0.10.1_d0e7num_threads0
85658510 4.7721073 ····· ···· 0.417014 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
87599600 4.8420518 ····· ···· 3.2679 R· cwebp_1.3.2_z8
88252996 4.8762290 ····· ···· 4.8482 R· cwebp_1.3.2_z7
88817606 4.9075935 ····· ···· 6.0038 R· cwebp_1.3.2_z6
89240384 4.9330723 ····· ···· 7.0441 R· cwebp_1.3.2_z4
89240514 4.9331153 ····· ···· 6.9932 ·· cwebp_1.3.2_z5
89331954 4.9389385 ····· ···· 7.2600 R· cwebp_1.3.2_z3
90727526 5.0308264 ····· ···· 0.07226516 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
90935314 5.0383813 ····· ···· 2.2102 ·· cjxl_0.10.1_d0e6num_threads0
90898862 5.0547674 ····· ···· 8.9480 R· cwebp_1.3.2_z2
92641138 5.1371535 ····· ···· 2.7303 ·· cjxl_0.10.1_d0e5num_threads0
94676959 5.2061002 ····· ···· 0.248547 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
94722230 5.2102692 ····· ···· 0.262076 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
95310777 5.2429806 ····· ···· 0.220240 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
94162118 5.2462470 ····· ···· 12.714 R· cwebp_1.3.2_z1
95426982 5.2468334 1.32% 1.32% 0.245551 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
95608696 5.2648200 2.63% 2.63% 0.370789 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
97910742 5.4724229 ····· ···· 4.4108 ·· cjxl_0.10.1_d0e4num_threads0
102204058 5.8021391 ····· ···· 10.404 ·· cjxl_0.10.1_d0e3num_threads0
107024679 5.9138144 1.32% 1.32% 0.244982 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
108747113 5.9577014 ····· ···· 0.07212261 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
107192108 6.0129283 ····· ···· 30.40 R· cwebp_1.3.2_z0
109333297 6.0499578 ····· ···· 0.152936 ·· ect_0.9.5_9
109365898 6.0515684 ····· ···· 0.230533 ·· ect_0.9.5_8
109509593 6.0592790 ····· ···· 0.479370 ·· ect_0.9.5_7
108771757 6.0639220 ····· ···· 16.08 ·· cjxl_0.10.1_d0e2num_threads0
109720651 6.0696465 ····· ···· 0.618388 ·· ect_0.9.5_6
109766363 6.0724821 ····· ···· 0.377042 ·· pingo_0.99_s9low
109954678 6.0826163 ····· ···· 0.931474 ·· ect_0.9.5_5
110092183 6.0900127 ····· ···· 0.702633 ·· pingo_0.99_s8low
110213581 6.0979885 ····· ···· 1.18176 ·· ect_0.9.5_4
110232720 6.1010499 ····· ···· 0.909787 ·· oxipng_9.0.0_o5a-fast-t1
110233351 6.1010819 ····· ···· 0.860267 ·· oxipng_9.0.0_o6a-fast-t1
110236949 6.1013351 ····· ···· 1.06127 ·· oxipng_9.0.0_o4a-fast-t1
110409339 6.1085038 ····· ···· 1.02035 ·· pingo_0.99_s7low
110346938 6.1089331 ····· ···· 1.39338 ·· oxipng_9.0.0_o3a-fast-t1
110488764 6.1161459 ····· ···· 1.53159 ·· ect_0.9.5_3
110747706 6.1322521 ····· ···· 1.9914 ·· oxipng_9.0.0_o2a-fast-t1
110841387 6.1336620 ····· ···· 1.29302 ·· pingo_0.99_s6low
110841827 6.1338672 ····· ···· 1.31236 ·· pingo_0.99_s5low
111033084 6.1455378 ····· ···· 1.6111 ·· pingo_0.99_s4low
111033742 6.1458879 ····· ···· 1.6413 ·· pingo_0.99_s3low
111034694 6.1463675 ····· ···· 1.7169 ·· pingo_0.99_s2low
111249789 6.1582294 ····· ···· 1.9396 ·· ect_0.9.5_2
111317259 6.1626452 ····· ···· 2.0978 ·· pingo_0.99_s1low
111996552 6.2306867 ····· ···· 4.2662 ·· oxipng_9.0.0_o1a-fast-t1
112895805 6.2512186 ····· ···· 3.4417 ·· pingo_0.99_s0low
114672270 6.3728841 ····· ···· 8.4123 ·· ect_0.9.5_1
117043810 6.5349643 ····· ···· 18.50 ·· oxipng_9.0.0_o0a-fast-t1
118880889 6.5381655 ····· ···· 0.277990 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
120021964 6.5759804 ····· ···· 0.372566 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
120095348 6.5827748 1.32% 1.32% 0.348484 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
119335441 6.5995019 1.32% 1.32% 0.1990546 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
117897011 6.6055467 ····· ···· >1.7e+03 R· original
120431977 6.9013827 ····· ···· 61.53 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
67 100.00% 1.66 100.00% 107081 0.05 1.00 0.87 all
40 59.70% 2.02 72.90% 155057 0.08 1.00 0.85 3d
5 7.46% 1.44 6.49% 99205 0.07 1.00 0.81 digital_painting
67 100.00% 1.66 100.00% 107081 0.05 1.00 0.87 game
3 4.48% 1.61 4.36% 22232 0.01 1.00 1.26 pixel_art_scaled
6 8.96% 0.22 1.19% 694 0.00 1.01 0.93 text
4 5.97% 0.42 1.51% 1961 0.00 1.06 1.21 ui
2 2.99% 1.88 3.38% 15981 0.01 1.00 1.02 vector
67 100.00% 1.66 100.00% 107081 0.05 1.00 0.87 visibly_opaque
64 95.52% 1.72 99.16% 112091 0.06 0.99 0.86 DirectClass_sRGB
1 1.49% 0.22 0.19% 439 0.00 1.52 1.13 DirectClass_sRGB_Alpha
2 2.99% 0.36 0.65% 90 0.00 0.92 1.13 PseudoClass_sRGB
1 1.49% 2.07 1.87% 19818 0.01 1.00 0.79 source_imagemagick
65 97.01% 1.67 97.89% 110063 0.06 1.00 0.88 source_imagemagick->exiftool
1 1.49% 0.26 0.24% 532 0.00 1.00 0.46 source_unknown->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
69363648 4.2945093 100.00% ···· 0.0056214598 R· all
70002359 4.3457000 7.46% ···· 0.1158321 RA cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
70017290 4.3465731 4.48% ···· 0.1157742 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
70030625 4.3473099 2.99% ···· 0.1198359 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
70017145 4.3476604 7.46% ···· 0.1177925 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
70031560 4.3485039 5.97% ···· 0.1178528 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
70040394 4.3495397 5.97% 2.99% 0.1191930 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
69983797 4.3561735 14.93% ···· 0.07538501 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
70003340 4.3603775 14.93% ···· 0.07244751 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
70357002 4.3689850 28.36% 2.99% 0.09198150 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
70353814 4.3700894 10.45% ···· 0.1152433 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
70390254 4.3722022 7.46% ···· 0.1150870 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
70380224 4.3722276 26.87% 1.49% 0.08577981 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
70374704 4.3723797 10.45% ···· 0.1175331 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
70396698 4.3736607 8.96% ···· 0.1174859 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
70346972 4.3754510 14.93% 4.48% 0.07446707 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
71263330 4.4296361 7.46% 7.46% 0.06354534 ·A cjxl_0.10.1_d0e10E3I100num_threads0
71606338 4.4529459 ····· ···· 0.1081405 ·· cjxl_0.10.1_d0e10E3num_threads0
71918442 4.4706039 1.49% ···· 0.1303230 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
71929192 4.4718017 2.99% ···· 0.1345063 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
71942833 4.4721246 1.49% ···· 0.1310441 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
71954973 4.4733800 2.99% ···· 0.1344488 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
73732234 4.5804377 2.99% 2.99% 0.06950596 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
73904130 4.5896468 ····· ···· 0.09120762 ·· cjxl_0.10.1_d0e10I100num_threads0
74249947 4.6130596 ····· ···· 0.1488955 R· cjxl_0.10.1_d0e10num_threads0
74392824 4.6206705 ····· ···· 0.2407618 R· cjxl_0.10.1_d0e10g3num_threads0
74851587 4.6536127 ····· ···· 0.390588 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
75034012 4.6656226 ····· ···· 0.505029 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
75538020 4.7004919 ····· ···· 0.449180 ·· cjxl_0.10.1_d0e9num_threads0
75761220 4.7167796 ····· ···· 0.455001 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
75784368 4.7199977 ····· ···· 0.394010 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
75847891 4.7231340 ····· ···· 0.487764 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
75874926 4.7234728 ····· ···· 0.476130 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
76445167 4.7613097 ····· ···· 0.769860 R· cjxl_0.10.1_d0e8num_threads0
76670507 4.7680195 ····· ···· 0.428122 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
76717589 4.7720979 ····· ···· 0.439116 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
77484399 4.8291077 ····· ···· 0.394344 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
77953367 4.8575425 ····· ···· 0.381155 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
78919416 4.8859257 10.45% 10.45% 0.349478 ·A cwebp_1.3.2_z9
78550415 4.8970669 ····· ···· 1.8036 R· cjxl_0.10.1_d0e7num_threads0
78559187 4.9230995 ····· ···· 0.432898 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
80697452 5.0053105 ····· ···· 3.4161 R· cwebp_1.3.2_z8
81266272 5.0389988 ····· ···· 5.1227 R· cwebp_1.3.2_z7
81776512 5.0705132 ····· ···· 6.2457 R· cwebp_1.3.2_z6
82186336 5.0985014 ····· ···· 7.3072 R· cwebp_1.3.2_z4
82186466 5.0985501 ····· ···· 7.2519 ·· cwebp_1.3.2_z5
82270092 5.1044662 ····· ···· 7.5309 R· cwebp_1.3.2_z3
83215527 5.1880960 ····· ···· 0.07370610 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
83665977 5.2076448 ····· ···· 2.2235 ·· cjxl_0.10.1_d0e6num_threads0
83667994 5.2182671 ····· ···· 9.2792 R· cwebp_1.3.2_z2
85196723 5.3057099 ····· ···· 2.7535 ·· cjxl_0.10.1_d0e5num_threads0
87000431 5.3725861 ····· ···· 0.256639 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
86989403 5.3741407 ····· ···· 0.266852 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
86582266 5.4105208 ····· ···· 13.276 R· cwebp_1.3.2_z1
87649247 5.4108533 1.49% 1.49% 0.255659 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
87611955 5.4110442 ····· ···· 0.226536 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
87925606 5.4383049 2.99% 2.99% 0.381247 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
89691399 5.6366426 ····· ···· 4.4911 ·· cjxl_0.10.1_d0e4num_threads0
93004849 5.9489860 ····· ···· 10.467 ·· cjxl_0.10.1_d0e3num_threads0
97862052 6.0733652 1.49% 1.49% 0.242132 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
100659322 6.2028016 ····· ···· 0.07324562 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
98611300 6.2133554 ····· ···· 30.71 R· cwebp_1.3.2_z0
99675011 6.2416490 ····· ···· 16.01 ·· cjxl_0.10.1_d0e2num_threads0
100745948 6.2653191 ····· ···· 0.156573 ·· ect_0.9.5_9
100777708 6.2670981 ····· ···· 0.235532 ·· ect_0.9.5_8
100903899 6.2748078 ····· ···· 0.487491 ·· ect_0.9.5_7
100920754 6.2774758 ····· ···· 0.387696 ·· pingo_0.99_s9low
101083268 6.2846617 ····· ···· 0.627417 ·· ect_0.9.5_6
101209944 6.2949358 ····· ···· 0.712895 ·· pingo_0.99_s8low
101285657 6.2972232 ····· ···· 0.946069 ·· ect_0.9.5_5
101507453 6.3119632 ····· ···· 1.20365 ·· ect_0.9.5_4
101478776 6.3123824 ····· ···· 1.03502 ·· pingo_0.99_s7low
101523923 6.3149423 ····· ···· 0.933334 ·· oxipng_9.0.0_o5a-fast-t1
101524554 6.3149786 ····· ···· 0.882089 ·· oxipng_9.0.0_o6a-fast-t1
101528152 6.3152659 ····· ···· 1.09084 ·· oxipng_9.0.0_o4a-fast-t1
101615187 6.3222113 ····· ···· 1.4270 ·· oxipng_9.0.0_o3a-fast-t1
101744071 6.3291364 ····· ···· 1.57167 ·· ect_0.9.5_3
101876241 6.3386103 ····· ···· 1.31226 ·· pingo_0.99_s6low
101876681 6.3388431 ····· ···· 1.33421 ·· pingo_0.99_s5low
101968086 6.3449624 ····· ···· 2.0589 ·· oxipng_9.0.0_o2a-fast-t1
102046354 6.3502031 ····· ···· 1.6432 ·· pingo_0.99_s4low
102047012 6.3506002 ····· ···· 1.6774 ·· pingo_0.99_s3low
102047964 6.3511442 ····· ···· 1.7632 ·· pingo_0.99_s2low
102295993 6.3670580 ····· ···· 2.1556 ·· pingo_0.99_s1low
102421106 6.3706177 ····· ···· 1.9911 ·· ect_0.9.5_2
103086949 6.4431998 ····· ···· 4.4155 ·· oxipng_9.0.0_o1a-fast-t1
103678103 6.4542803 ····· ···· 3.5204 ·· pingo_0.99_s0low
105109507 6.5652931 ····· ···· 8.9383 ·· ect_0.9.5_1
107381016 6.7302964 ····· ···· 18.49 ·· oxipng_9.0.0_o0a-fast-t1
109457354 6.7621095 ····· ···· 0.290847 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
107770814 6.7852440 ····· ···· >1.7e+03 R· original
110417041 6.7975828 ····· ···· 0.381636 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
110431912 6.8016525 1.49% 1.49% 0.356073 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
109947266 6.8354887 1.49% 1.49% 0.2012927 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
110249176 7.1104184 ····· ···· 61.24 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
27 100.00% 1.11 100.00% 36005 0.02 1.00 0.90 all
5 18.52% 1.44 23.96% 99205 0.07 1.00 0.81 digital_painting
27 100.00% 1.11 100.00% 36005 0.02 1.00 0.90 game
3 11.11% 1.61 16.08% 22232 0.01 1.00 1.26 pixel_art_scaled
6 22.22% 0.22 4.40% 694 0.00 1.01 0.93 text
4 14.81% 0.42 5.56% 1961 0.00 1.06 1.21 ui
2 7.41% 1.88 12.49% 15981 0.01 1.00 1.02 vector
27 100.00% 1.11 100.00% 36005 0.02 1.00 0.90 visibly_opaque
24 88.89% 1.21 96.90% 40480 0.03 0.98 0.87 DirectClass_sRGB
1 3.70% 0.22 0.72% 439 0.00 1.52 1.13 DirectClass_sRGB_Alpha
2 7.41% 0.36 2.38% 90 0.00 0.92 1.13 PseudoClass_sRGB
26 96.30% 1.15 99.13% 37370 0.02 1.00 0.92 source_imagemagick->exiftool
1 3.70% 0.26 0.87% 532 0.00 1.00 0.46 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
7494474 1.586359 100.00% ···· 0.01165737 R· all
7860701 1.674002 11.11% ···· 0.219287 RA cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
7863637 1.674361 3.70% ···· 0.228805 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
7863263 1.674368 7.41% ···· 0.219238 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
7864989 1.677366 11.11% ···· 0.224020 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
7867035 1.677658 11.11% ···· 0.224259 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
7863958 1.678543 7.41% 3.70% 0.227001 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
8013334 1.706174 7.41% ···· 0.217973 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
8029826 1.708531 3.70% ···· 0.217733 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
7902251 1.708593 7.41% ···· 0.119127 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
8022791 1.710226 7.41% ···· 0.223439 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
8024837 1.710519 7.41% ···· 0.223523 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
7909953 1.717333 7.41% ···· 0.111683 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
8170907 1.724251 7.41% ···· 0.166501 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
8050078 1.725680 7.41% 3.70% 0.117265 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
8171772 1.729106 11.11% 3.70% 0.150973 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
8176207 1.752378 3.70% ···· 0.247572 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
8174134 1.753520 7.41% ···· 0.257895 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
8187906 1.754337 3.70% ···· 0.249475 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
8187223 1.755623 7.41% ···· 0.257870 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
8398056 1.774060 ····· ···· 0.0991949 ·· cjxl_0.10.1_d0e10E3I100num_threads0
8480024 1.793896 ····· ···· 0.172797 ·· cjxl_0.10.1_d0e10E3num_threads0
8568648 1.814030 25.93% 25.93% 0.63082 RA cwebp_1.3.2_z9
8592552 1.827602 ····· ···· 0.445671 ·· cjxl_0.10.1_d0e10g3num_threads0
8738608 1.839408 ····· ···· 0.140972 ·· cjxl_0.10.1_d0e10I100num_threads0
8814046 1.858122 ····· ···· 0.237289 ·· cjxl_0.10.1_d0e10num_threads0
9054878 1.871134 3.70% 3.70% 0.109087 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
8778633 1.874214 ····· ···· 0.92670 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
8856025 1.881391 ····· ···· 0.702985 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
8750029 1.895613 ····· ···· 0.879236 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
8801878 1.900006 ····· ···· 0.854278 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
9054275 1.935888 ····· ···· 0.811122 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
9054957 1.940646 ····· ···· 0.656736 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
9319460 1.959211 ····· ···· 6.3235 R· cwebp_1.3.2_z8
9348024 1.965352 ····· ···· 10.109 R· cwebp_1.3.2_z7
9433425 1.977583 ····· ···· 0.71870 ·· cjxl_0.10.1_d0e9num_threads0
9549672 1.999160 ····· ···· 10.89 R· cwebp_1.3.2_z6
9593979 2.008401 ····· ···· 0.391707 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
9575647 2.011215 ····· ···· 0.415210 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
9651707 2.017838 ····· ···· 0.739764 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
9708466 2.029337 ····· ···· 0.768939 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
9666242 2.031753 ····· ···· 1.3419 ·· cjxl_0.10.1_d0e8num_threads0
9640173 2.037791 7.41% 7.41% 0.536939 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
9654804 2.052340 ····· ···· 0.654845 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
9853476 2.053615 ····· ···· 12.10 R· cwebp_1.3.2_z4
9853606 2.053736 ····· ···· 11.95 ·· cwebp_1.3.2_z5
9929662 2.057703 3.70% 3.70% 0.380848 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
9873812 2.059228 ····· ···· 12.38 R· cwebp_1.3.2_z3
9916976 2.061684 ····· ···· 0.312174 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
9751742 2.068044 ····· ···· 0.623002 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
10259599 2.130424 ····· ···· 0.112252 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
10262943 2.211524 ····· ···· 0.772052 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
10711820 2.215616 ····· ···· 2.8130 ·· cjxl_0.10.1_d0e7num_threads0
10532470 2.233724 ····· ···· 15.04 R· cwebp_1.3.2_z2
11619748 2.374677 ····· ···· 3.1477 ·· cjxl_0.10.1_d0e6num_threads0
11142192 2.377150 ····· ···· 23.08 R· cwebp_1.3.2_z1
12047064 2.404781 ····· ···· 0.113912 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
11883999 2.412065 3.70% 3.70% 0.284940 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
11893891 2.440294 ····· ···· 0.685840 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
11920205 2.452027 3.70% 3.70% 0.626111 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
12084622 2.464132 ····· ···· 3.5244 ·· cjxl_0.10.1_d0e5num_threads0
11889128 2.486407 ····· ···· 0.522678 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
11861994 2.535650 ····· ···· 0.149136 ·· ect_0.9.5_9
11864959 2.536208 ····· ···· 0.231133 ·· ect_0.9.5_8
11878533 2.538636 ····· ···· 0.53590 ·· ect_0.9.5_7
11886295 2.540021 ····· ···· 0.73949 ·· ect_0.9.5_6
11911053 2.545726 ····· ···· 1.2638 ·· ect_0.9.5_5
11892982 2.546593 ····· ···· 0.44725 ·· pingo_0.99_s9low
11919036 2.551978 ····· ···· 0.86332 ·· pingo_0.99_s8low
11945836 2.554704 ····· ···· 1.7345 ·· ect_0.9.5_4
11987274 2.566365 ····· ···· 1.4207 ·· pingo_0.99_s7low
12017579 2.569914 ····· ···· 1.1517 ·· oxipng_9.0.0_o5a-fast-t1
12017579 2.569914 ····· ···· 1.1134 ·· oxipng_9.0.0_o6a-fast-t1
12018349 2.570222 ····· ···· 1.2790 ·· oxipng_9.0.0_o4a-fast-t1
12013504 2.572744 ····· ···· 2.3142 ·· ect_0.9.5_3
12046203 2.577895 ····· ···· 2.5394 ·· ect_0.9.5_2
12055109 2.580279 ····· ···· 1.9019 ·· oxipng_9.0.0_o3a-fast-t1
12065209 2.584325 ····· ···· 1.8005 ·· pingo_0.99_s6low
12065649 2.584903 ····· ···· 1.8551 ·· pingo_0.99_s5low
12089082 2.587434 ····· ···· 2.6596 ·· oxipng_9.0.0_o2a-fast-t1
12111991 2.595273 ····· ···· 2.2109 ·· pingo_0.99_s4low
12112649 2.596258 ····· ···· 2.2974 ·· pingo_0.99_s3low
12113601 2.597608 ····· ···· 2.5101 ·· pingo_0.99_s2low
12168973 2.609181 ····· ···· 3.2862 ·· pingo_0.99_s1low
12183854 2.640777 3.70% 3.70% 0.301803 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
12318664 2.642435 ····· ···· 4.647 ·· pingo_0.99_s0low
12546318 2.733248 ····· ···· 5.830 ·· oxipng_9.0.0_o1a-fast-t1
12694743 2.763013 ····· ···· 18.17 ·· ect_0.9.5_1
12597096 2.834733 ····· ···· 41.8 R· cwebp_1.3.2_z0
13871847 2.898049 ····· ···· 5.661 ·· cjxl_0.10.1_d0e4num_threads0
13498128 2.956807 ····· ···· 21.41 ·· oxipng_9.0.0_o0a-fast-t1
13832610 3.085107 ····· ···· >1.1e+03 R· original
16026336 3.262938 ····· ···· 16.60 ·· cjxl_0.10.1_d0e2num_threads0
15366171 3.403073 ····· ···· 11.54 ·· cjxl_0.10.1_d0e3num_threads0
19253074 4.340559 ····· ···· 75.4 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
68 100.00% 0.30 100.00% 33012 0.13 1.00 0.86 all
32 47.06% 0.25 39.61% 15063 0.06 1.00 0.88 albedo
2 2.94% 1.05 10.39% 31449 0.03 1.00 0.88 diffuse
34 50.00% 0.30 50.00% 49998 0.20 1.00 0.84 normal
68 100.00% 0.30 100.00% 33012 0.13 1.00 0.86 texture
68 100.00% 0.30 100.00% 33012 0.13 1.00 0.86 visibly_opaque
62 91.18% 0.27 84.42% 35093 0.14 1.00 0.85 DirectClass_sRGB
2 2.94% 1.05 10.39% 34245 0.03 1.00 0.83 DirectClass_sRGB_Alpha
4 5.88% 0.26 5.19% 150 0.00 1.00 0.97 PseudoClass_sRGB
40 58.82% 0.25 49.35% 41995 0.18 1.00 0.82 source_gimp
24 35.29% 0.25 29.87% 18796 0.07 1.00 0.92 source_imagemagick->exiftool
4 5.88% 1.05 20.78% 28485 0.03 1.00 0.82 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
14095069 6.248790 100.00% ··· 0.01483673 R· all
14109216 6.254092 54.41% 2.94% 0.0615651 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14109562 6.254522 51.47% ··· 0.0608024 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
14109702 6.254584 51.47% ··· 0.0602675 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14362687 6.401493 36.76% ··· 0.0795154 R· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14362687 6.401493 36.76% ··· 0.0795118 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14362827 6.401556 36.76% ··· 0.0769176 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14362827 6.401556 36.76% ··· 0.0768982 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14363212 6.401919 35.29% ··· 0.0795396 R· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14363212 6.401919 35.29% ··· 0.0794272 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14363352 6.401982 35.29% ··· 0.0769433 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
14363352 6.401982 35.29% ··· 0.0769618 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14363525 6.402244 29.41% 1.47% 0.0778970 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
14363560 6.402260 27.94% ··· 0.0805311 R· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14375234 6.403268 33.82% ··· 0.0668596 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
14375374 6.403330 33.82% ··· 0.0661316 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
14468221 6.441735 5.88% ··· 0.0694395 ·· cjxl_0.10.1_d0e10E3I100num_threads0
14523096 6.469880 ····· ··· 0.104201 R· cjxl_0.10.1_d0e10E3num_threads0
14717856 6.553347 ····· ··· 0.0975493 ·· cjxl_0.10.1_d0e10I100num_threads0
14770402 6.580216 ····· ··· 0.139354 R· cjxl_0.10.1_d0e10num_threads0
14826335 6.587396 ····· ··· 0.0738765 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
14796524 6.600293 ····· ··· 0.27111 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
14913005 6.649949 ····· ··· 0.137540 ·· cjxl_0.10.1_d0e10g3num_threads0
14940952 6.656909 ····· ··· 0.34851 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
14948687 6.662763 ····· ··· 0.38361 R· cjxl_0.10.1_d0e9num_threads0
15065895 6.719120 ····· ··· 0.35679 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
15065949 6.719144 ····· ··· 0.37866 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
15078624 6.720548 ····· ··· 0.34447 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
15078678 6.720573 ····· ··· 0.35785 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
15110624 6.724662 ····· ··· 0.36015 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
15110663 6.724680 ····· ··· 0.34707 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
15223393 6.783199 ····· ··· 0.35211 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
15318473 6.820106 ····· ··· 0.35063 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
15466807 6.884440 ····· ··· 0.56487 R· cjxl_0.10.1_d0e8num_threads0
15473894 6.904407 ····· ··· 0.32493 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
15651699 6.963782 ····· ··· 1.6790 R· cjxl_0.10.1_d0e7num_threads0
15901549 7.009807 25.00% ··· 0.0768115 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
15901549 7.009807 25.00% ··· 0.0764651 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
15902421 7.010199 25.00% ··· 0.0741271 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
15902421 7.010199 25.00% ··· 0.0738931 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
16074596 7.116092 ····· ··· 0.246712 ·· cwebp_1.3.2_z9
16243512 7.166337 5.88% ··· 0.0729247 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
16377728 7.245554 ····· ··· 2.843 R· cwebp_1.3.2_z8
16397176 7.253890 ····· ··· 3.267 R· cwebp_1.3.2_z7
16402580 7.255738 ····· ··· 3.653 R· cwebp_1.3.2_z6
16409240 7.257945 ····· ··· 4.414 R· cwebp_1.3.2_z5
16433912 7.277720 ····· ··· 4.617 R· cwebp_1.3.2_z4
16439202 7.280070 ····· ··· 4.890 R· cwebp_1.3.2_z3
16495912 7.299216 ····· ··· 2.1061 ·· cjxl_0.10.1_d0e6num_threads0
16792406 7.434566 ····· ··· 2.606 ·· cjxl_0.10.1_d0e5num_threads0
16867584 7.474023 ····· ··· 6.963 R· cwebp_1.3.2_z2
17174948 7.611677 ····· ··· 4.090 ·· cjxl_0.10.1_d0e4num_threads0
17282454 7.665832 ····· ··· 9.372 R· cwebp_1.3.2_z1
17659351 7.823346 ····· ··· 8.948 ·· cjxl_0.10.1_d0e3num_threads0
18932196 8.355242 ····· ··· 12.97 R· cjxl_0.10.1_d0e2num_threads0
18713890 8.397958 1.47% ··· 0.289631 ·A cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
18714020 8.398016 1.47% ··· 0.276838 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
18728555 8.399603 ····· ··· 0.270670 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
18728685 8.399661 ····· ··· 0.264690 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
19001996 8.416549 ····· ··· 0.250855 ·· ect_0.9.5_9
19012211 8.421594 ····· ··· 0.37820 ·· ect_0.9.5_8
19049333 8.439121 ····· ··· 0.68438 ·· ect_0.9.5_7
19090451 8.453015 ····· ··· 1.0173 ·· oxipng_9.0.0_o5a-fast-t1
19085331 8.453124 ····· ··· 0.94255 ·· oxipng_9.0.0_o6a-fast-t1
19092095 8.453297 ····· ··· 1.2350 ·· oxipng_9.0.0_o4a-fast-t1
19093292 8.457077 ····· ··· 1.3952 ·· oxipng_9.0.0_o3a-fast-t1
19113430 8.468242 ····· ··· 0.47407 ·· pingo_0.99_s9low
19143295 8.478721 ····· ··· 2.2631 ·· oxipng_9.0.0_o2a-fast-t1
19228686 8.518118 ····· ··· 0.81952 ·· ect_0.9.5_6
19240359 8.522077 ····· ··· 0.98412 ·· pingo_0.99_s6low
19246062 8.525928 ····· ··· 0.74228 ·· pingo_0.99_s8low
19261847 8.531762 ····· ··· 1.0752 ·· pingo_0.99_s5low
19276774 8.538180 ····· ··· 0.82307 ·· pingo_0.99_s7low
19288499 8.542961 ····· ··· 1.3756 ·· pingo_0.99_s3low
19288559 8.542987 ····· ··· 1.3752 ·· pingo_0.99_s4low
19304539 8.550921 ····· ··· 4.460 ·· oxipng_9.0.0_o1a-fast-t1
19304846 8.551551 ····· ··· 1.0677 ·· ect_0.9.5_5
19052336 8.552732 ····· ··· 0.44037 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
19342330 8.568071 ····· ··· 1.2213 ·· ect_0.9.5_4
19369034 8.580822 ····· ··· 1.5806 ·· pingo_0.99_s2low
19393674 8.592001 ····· ··· 1.6692 ·· ect_0.9.5_3
19424882 8.605589 ····· ··· 1.7508 ·· pingo_0.99_s1low
19508959 8.643595 ····· ··· 2.1083 ·· ect_0.9.5_2
19605301 8.677058 ····· ··· 2.752 ·· pingo_0.99_s0low
20030317 8.869744 ····· ··· 14.36 R· oxipng_9.0.0_o0a-fast-t1
20015068 8.877642 ····· ··· 3.479 ·· ect_0.9.5_1
20778204 8.975094 ····· ··· 23.2 R· cwebp_1.3.2_z0
20766723 9.060598 ····· ··· >3.0e+02 R· original
20431652 9.074609 ····· ··· 0.34460 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
20527444 9.088007 ····· ··· 41.2 ·· cjxl_0.10.1_d0e1num_threads0
21987925 9.833803 ····· ··· 0.43725 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
22162042 9.913479 ····· ··· 0.222433 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
22271035 9.947983 ····· ··· 0.0695753 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
22375058 9.970276 ····· ··· 0.76243 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
22375221 9.970349 ····· ··· 0.79113 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
34 100.00% 0.30 100.00% 16027 0.06 1.00 0.88 all
32 94.12% 0.25 79.22% 15063 0.06 1.00 0.88 albedo
2 5.88% 1.05 20.78% 31449 0.03 1.00 0.88 diffuse
34 100.00% 0.30 100.00% 16027 0.06 1.00 0.88 texture
34 100.00% 0.30 100.00% 16027 0.06 1.00 0.88 visibly_opaque
30 88.24% 0.28 81.82% 16061 0.07 1.00 0.87 DirectClass_sRGB
1 2.94% 1.05 10.39% 62556 0.06 1.00 0.84 DirectClass_sRGB_Alpha
3 8.82% 0.26 7.79% 169 0.00 1.00 0.95 PseudoClass_sRGB
12 35.29% 0.25 29.87% 23624 0.10 1.00 0.80 source_gimp
20 58.82% 0.25 49.35% 9926 0.04 1.00 0.92 source_imagemagick->exiftool
2 5.88% 1.05 20.78% 31449 0.03 1.00 0.88 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
7080322 6.205748 100.00% ··· 0.0155436 R· all
7087733 6.210746 52.94% 5.88% 0.0633481 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
7088904 6.211858 47.06% ··· 0.0611571 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
7088904 6.211858 47.06% ··· 0.0605491 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
7240064 6.379504 38.24% ··· 0.0923437 R· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
7240064 6.379504 38.24% ··· 0.0922855 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
7240064 6.379504 38.24% ··· 0.0875736 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
7240064 6.379504 38.24% ··· 0.0874649 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
7241274 6.380482 35.29% ··· 0.0921701 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
7241274 6.380482 35.29% ··· 0.0920067 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
7241274 6.380482 35.29% ··· 0.0874426 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
7241274 6.380482 35.29% ··· 0.0873931 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
7241310 6.380565 26.47% ··· 0.0929939 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
7241310 6.380565 26.47% ··· 0.0881446 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
7245114 6.381343 35.29% ··· 0.0728159 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
7245114 6.381343 35.29% ··· 0.0715548 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
7269528 6.399740 5.88% ··· 0.0729065 ·· cjxl_0.10.1_d0e10E3I100num_threads0
7298922 6.429085 ····· ··· 0.108903 R· cjxl_0.10.1_d0e10E3num_threads0
7406602 6.520393 ····· ··· 0.101570 ·· cjxl_0.10.1_d0e10I100num_threads0
7428199 6.534412 ····· ··· 0.0754397 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
7435042 6.548229 ····· ··· 0.14350 R· cjxl_0.10.1_d0e10num_threads0
7434518 6.555630 ····· ··· 0.28325 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
7485401 6.590859 ····· ··· 0.36770 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
7499032 6.606921 ····· ··· 0.38349 R· cjxl_0.10.1_d0e9num_threads0
7509106 6.617702 ····· ··· 0.148764 ·· cjxl_0.10.1_d0e10g3num_threads0
7529009 6.621586 ····· ··· 0.39055 R· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
7529009 6.621586 ····· ··· 0.36798 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
7530545 6.634986 ····· ··· 0.42048 R· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
7530545 6.634986 ····· ··· 0.38261 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
7536708 6.636368 ····· ··· 0.39207 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
7536708 6.636368 ····· ··· 0.36896 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
7588129 6.679927 ····· ··· 0.37102 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
7626544 6.708670 ····· ··· 0.36992 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
7677817 6.754632 ····· ··· 0.57130 R· cjxl_0.10.1_d0e8num_threads0
7725777 6.795542 ····· ··· 1.640 R· cjxl_0.10.1_d0e7num_threads0
7739865 6.829118 ····· ··· 0.33731 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
7867752 6.929996 ····· ··· 2.093 R· cjxl_0.10.1_d0e6num_threads0
7934114 6.955057 ····· ··· 0.24703 ·· cwebp_1.3.2_z9
8020771 7.065552 ····· ··· 2.622 R· cjxl_0.10.1_d0e5num_threads0
8152020 7.134516 ····· ··· 2.928 R· cwebp_1.3.2_z8
8160244 7.141930 ····· ··· 3.317 R· cwebp_1.3.2_z7
8163536 7.144246 ····· ··· 3.664 R· cwebp_1.3.2_z6
8166752 7.145989 ····· ··· 4.564 R· cwebp_1.3.2_z5
8175800 7.159314 ····· ··· 4.756 R· cwebp_1.3.2_z4
8180596 7.163691 ····· ··· 5.077 R· cwebp_1.3.2_z3
8196510 7.237878 23.53% ··· 0.0868623 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
8196510 7.237878 23.53% ··· 0.0867004 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
8196510 7.237878 23.53% ··· 0.0821141 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
8196510 7.237878 23.53% ··· 0.0819362 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
8246188 7.275546 ····· ··· 4.077 ·· cjxl_0.10.1_d0e4num_threads0
8342830 7.318008 ····· ··· 7.236 R· cwebp_1.3.2_z2
8336056 7.321948 5.88% ··· 0.0757584 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
8464601 7.467454 ····· ··· 8.947 R· cjxl_0.10.1_d0e3num_threads0
8548314 7.502317 ····· ··· 9.783 R· cwebp_1.3.2_z1
8870297 7.779652 ····· ··· 13.1 R· cjxl_0.10.1_d0e2num_threads0
8899022 7.862813 2.94% ··· 0.33468 ·A cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
8899022 7.862813 2.94% ··· 0.31228 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
8904842 7.864119 ····· ··· 0.30526 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
8904842 7.864119 ····· ··· 0.29483 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
9133209 8.078173 ····· ··· 0.50663 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
9374146 8.141521 ····· ··· 23.4 R· cwebp_1.3.2_z0
9690361 8.543465 ····· ··· 42.2 R· cjxl_0.10.1_d0e1num_threads0
9915854 8.710379 ····· ··· 0.21915 ·· ect_0.9.5_9
9924556 8.718550 ····· ··· 0.32499 ·· ect_0.9.5_8
9950880 8.745068 ····· ··· 0.58350 ·· ect_0.9.5_7
9960747 8.748098 ····· ··· 0.46260 ·· pingo_0.99_s9low
9969435 8.757447 ····· ··· 0.85914 ·· oxipng_9.0.0_o6a-fast-t1
9969569 8.757568 ····· ··· 0.92928 ·· oxipng_9.0.0_o5a-fast-t1
9971015 8.758866 ····· ··· 1.137 ·· oxipng_9.0.0_o4a-fast-t1
9950362 8.761323 ····· ··· 0.38769 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
9976368 8.763139 ····· ··· 1.307 ·· oxipng_9.0.0_o3a-fast-t1
10003419 8.786417 ····· ··· 0.69938 ·· ect_0.9.5_6
10005290 8.787736 ····· ··· 0.73150 ·· pingo_0.99_s8low
10025928 8.793500 ····· ··· 0.0735043 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
10020779 8.800902 ····· ··· 0.80707 ·· pingo_0.99_s7low
10017205 8.803322 ····· ··· 2.116 ·· oxipng_9.0.0_o2a-fast-t1
10032845 8.812635 ····· ··· 0.91282 ·· ect_0.9.5_5
10034460 8.813974 ····· ··· 1.0723 ·· pingo_0.99_s5low
10034556 8.814050 ····· ··· 0.96095 ·· pingo_0.99_s6low
10048741 8.823958 ····· ··· 1.375 ·· pingo_0.99_s3low
10048741 8.823958 ····· ··· 1.374 ·· pingo_0.99_s4low
10063316 8.838324 ····· ··· 1.607 ·· pingo_0.99_s2low
10062469 8.839201 ····· ··· 1.0486 ·· ect_0.9.5_4
10073551 8.846979 ····· ··· 1.810 ·· pingo_0.99_s1low
10085611 8.866898 ····· ··· 4.227 ·· oxipng_9.0.0_o1a-fast-t1
10103295 8.876558 ····· ··· 1.509 ·· ect_0.9.5_3
10160664 8.927869 ····· ··· 1.904 ·· ect_0.9.5_2
10212499 8.957328 ····· ··· 2.827 ·· pingo_0.99_s0low
10492976 9.228552 ····· ··· 14.1 ·· oxipng_9.0.0_o0a-fast-t1
10551991 9.299307 ····· ··· 3.394 ·· ect_0.9.5_1
10850528 9.410288 ····· ··· >3.0e+02 R· original
10738727 9.445445 ····· ··· 0.47887 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
10838128 9.542502 ····· ··· 0.19458 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
10975366 9.657847 ····· ··· 1.0459 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
10975366 9.657847 ····· ··· 1.0029 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
34 100.00% 0.30 100.00% 49998 0.20 1.00 0.84 all
34 100.00% 0.30 100.00% 49998 0.20 1.00 0.84 normal
34 100.00% 0.30 100.00% 49998 0.20 1.00 0.84 texture
34 100.00% 0.30 100.00% 49998 0.20 1.00 0.84 visibly_opaque
32 94.12% 0.27 87.01% 52934 0.22 1.00 0.83 DirectClass_sRGB
1 2.94% 1.05 10.39% 5934 0.01 1.00 0.82 DirectClass_sRGB_Alpha
1 2.94% 0.26 2.60% 91 0.00 1.00 1.05 PseudoClass_sRGB
28 82.35% 0.25 68.83% 49868 0.21 1.00 0.83 source_gimp
4 11.76% 0.26 10.39% 63148 0.24 1.00 0.92 source_imagemagick->exiftool
2 5.88% 1.05 20.78% 25520 0.02 1.00 0.76 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
7014747 6.291832 100.00% ··· 0.0157061 R· all
7020658 6.297185 55.88% ··· 0.0604477 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
7020798 6.297311 55.88% ··· 0.0599859 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
7021483 6.297438 55.88% ··· 0.0597820 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
7121938 6.423356 35.29% ··· 0.0669091 R· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
7121938 6.423356 35.29% ··· 0.0668477 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
7122078 6.423481 35.29% ··· 0.0664936 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
7122078 6.423481 35.29% ··· 0.0664809 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
7122623 6.423483 35.29% ··· 0.0667381 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
7122623 6.423483 35.29% ··· 0.0666872 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
7122763 6.423608 35.29% ··· 0.0663316 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
7122763 6.423608 35.29% ··· 0.0662617 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
7122215 6.423923 32.35% 2.94% 0.0676493 RA cjxl_0.10.1_d0e10E3I99g3num_threads0
7122250 6.423955 29.41% ··· 0.0680684 R· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
7130120 6.425192 32.35% ··· 0.0609033 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
7130260 6.425317 32.35% ··· 0.0607084 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
7198693 6.483730 5.88% ··· 0.0659726 ·· cjxl_0.10.1_d0e10E3I100num_threads0
7224174 6.510674 ····· ··· 0.0994995 R· cjxl_0.10.1_d0e10E3num_threads0
7311254 6.586302 ····· ··· 0.0935282 ·· cjxl_0.10.1_d0e10I100num_threads0
7335360 6.612202 ····· ··· 0.13521 R· cjxl_0.10.1_d0e10num_threads0
7398136 6.640381 ····· ··· 0.0723132 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
7362006 6.644955 ····· ··· 0.25896 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
7403899 6.682196 ····· ··· 0.126317 ·· cjxl_0.10.1_d0e10g3num_threads0
7449655 6.718605 ····· ··· 0.38373 R· cjxl_0.10.1_d0e9num_threads0
7455551 6.722960 ····· ··· 0.32932 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
7705039 6.781736 26.47% ··· 0.0667606 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
7705039 6.781736 26.47% ··· 0.0662299 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
7705911 6.782519 26.47% ··· 0.0661400 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
7705911 6.782519 26.47% ··· 0.0658499 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
7535350 6.803255 ····· ··· 0.33097 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
7535404 6.803303 ····· ··· 0.33684 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
7541916 6.804728 ····· ··· 0.31998 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
7541970 6.804777 ····· ··· 0.32364 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
7581615 6.827739 ····· ··· 0.32976 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
7581654 6.827774 ····· ··· 0.32616 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
7635264 6.886471 ····· ··· 0.33320 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
7691929 6.931543 ····· ··· 0.33133 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
7734029 6.979696 ····· ··· 0.31255 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
7907456 7.010725 5.88% ··· 0.0700910 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
7788990 7.014248 ····· ··· 0.55844 R· cjxl_0.10.1_d0e8num_threads0
7925922 7.132023 ····· ··· 1.718 R· cjxl_0.10.1_d0e7num_threads0
8140482 7.277127 ····· ··· 0.24640 ·· cwebp_1.3.2_z9
8225708 7.356591 ····· ··· 2.758 R· cwebp_1.3.2_z8
8236932 7.365850 ····· ··· 3.217 R· cwebp_1.3.2_z7
8239044 7.367230 ····· ··· 3.642 R· cwebp_1.3.2_z6
8242488 7.369902 ····· ··· 4.264 R· cwebp_1.3.2_z5
8258112 7.396125 ····· ··· 4.478 R· cwebp_1.3.2_z4
8258606 7.396449 ····· ··· 4.703 R· cwebp_1.3.2_z3
8524754 7.630039 ····· ··· 6.691 R· cwebp_1.3.2_z2
8628160 7.668436 ····· ··· 2.119 ·· cjxl_0.10.1_d0e6num_threads0
8771635 7.803580 ····· ··· 2.590 ·· cjxl_0.10.1_d0e5num_threads0
8734140 7.829347 ····· ··· 8.961 R· cwebp_1.3.2_z1
8928760 7.947808 ····· ··· 4.103 ·· cjxl_0.10.1_d0e4num_threads0
9086142 8.122720 ····· ··· 0.28256 ·· ect_0.9.5_9
9087655 8.124637 ····· ··· 0.43140 ·· ect_0.9.5_8
9098453 8.133173 ····· ··· 0.78525 ·· ect_0.9.5_7
9121080 8.147728 ····· ··· 1.333 ·· oxipng_9.0.0_o4a-fast-t1
9120882 8.148463 ····· ··· 1.1054 ·· oxipng_9.0.0_o5a-fast-t1
9115896 8.148800 ····· ··· 1.0260 ·· oxipng_9.0.0_o6a-fast-t1
9116924 8.151014 ····· ··· 1.483 ·· oxipng_9.0.0_o3a-fast-t1
9126090 8.154120 ····· ··· 2.410 ·· oxipng_9.0.0_o2a-fast-t1
9194750 8.179238 ····· ··· 8.949 ·· cjxl_0.10.1_d0e3num_threads0
9152683 8.188387 ····· ··· 0.48553 ·· pingo_0.99_s9low
9205803 8.230103 ····· ··· 1.0073 ·· pingo_0.99_s6low
9218928 8.234943 ····· ··· 4.693 ·· oxipng_9.0.0_o1a-fast-t1
9227387 8.249549 ····· ··· 1.0781 ·· pingo_0.99_s5low
9225267 8.249820 ····· ··· 0.93966 ·· ect_0.9.5_6
9239758 8.261963 ····· ··· 1.376 ·· pingo_0.99_s3low
9239818 8.262017 ····· ··· 1.376 ·· pingo_0.99_s4low
9240772 8.264121 ····· ··· 0.75306 ·· pingo_0.99_s8low
9255995 8.275459 ····· ··· 0.83907 ·· pingo_0.99_s7low
9272001 8.290468 ····· ··· 1.2225 ·· ect_0.9.5_5
9279861 8.296941 ····· ··· 1.3940 ·· ect_0.9.5_4
9290379 8.307444 ····· ··· 1.830 ·· ect_0.9.5_3
9305718 8.323321 ····· ··· 1.554 ·· pingo_0.99_s2low
9348295 8.359322 ····· ··· 2.313 ·· ect_0.9.5_2
9351331 8.364200 ····· ··· 1.691 ·· pingo_0.99_s1low
9392802 8.396789 ····· ··· 2.678 ·· pingo_0.99_s0low
9463077 8.455976 ····· ··· 3.563 ·· ect_0.9.5_1
9537341 8.510936 ····· ··· 14.7 R· oxipng_9.0.0_o0a-fast-t1
9916195 8.710909 ····· ··· >3.0e+02 R· original
10061899 8.930832 ····· ··· 12.9 ·· cjxl_0.10.1_d0e2num_threads0
9814868 8.933102 ····· ··· 0.24459 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
9814998 8.933219 ····· ··· 0.24140 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
9823713 8.935087 ····· ··· 0.23608 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
9823843 8.935203 ····· ··· 0.23455 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
9919127 9.027291 ····· ··· 0.37412 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
10481290 9.387895 ····· ··· 0.30152 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
10837083 9.632548 ····· ··· 40.1 ·· cjxl_0.10.1_d0e1num_threads0
11404058 9.808666 ····· ··· 23.0 ·· cwebp_1.3.2_z0
11249198 10.22216 ····· ··· 0.39563 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
11399692 10.28270 ····· ··· 0.52197 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
11399855 10.28285 ····· ··· 0.53634 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
11323914 10.28446 ····· ··· 0.25029 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
12245107 11.10247 ····· ··· 0.0656462 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 all
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 logo
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 visibly_transparent
5 8.93% 0.16 6.83% 915 0.01 1.01 1.13 DirectClass_Gray_Alpha
51 91.07% 0.22 93.17% 29611 0.14 1.00 0.82 DirectClass_sRGB_Alpha
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 source_app->exiftool
Pareto front for bpp and real time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s real (mean) best of
4599449 3.142328 100.00% ··· 0.009150660 R· all
4628664 3.161929 30.36% 1.79% 0.0566036 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4633982 3.164975 21.43% ··· 0.0567833 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
4634425 3.165023 26.79% 5.36% 0.0576518 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
4650321 3.180352 23.21% ··· 0.0799168 RA cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
4650321 3.180352 23.21% ··· 0.0799078 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
4651677 3.181469 21.43% ··· 0.0792707 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
4651677 3.181469 21.43% ··· 0.0792296 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
4657951 3.185529 16.07% ··· 0.0785575 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
4657951 3.185529 16.07% ··· 0.0784781 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
4658419 3.185542 14.29% ··· 0.0789321 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
4658419 3.185542 14.29% ··· 0.0789113 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
4657743 3.185750 26.79% ··· 0.0785162 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
4658245 3.185766 30.36% 3.57% 0.0789106 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
4718676 3.229725 16.07% ··· 0.0792825 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
4719917 3.230960 16.07% ··· 0.0786797 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
4798001 3.281660 1.79% 1.79% 0.0602266 ·A cjxl_0.10.1_d0e10E3I100num_threads0
4845381 3.314451 ····· ··· 0.0982818 R· cjxl_0.10.1_d0e10E3num_threads0
4975349 3.411072 ····· ··· 0.0683422 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
4974444 3.420066 8.93% ··· 0.104714 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
4974444 3.420066 8.93% ··· 0.104729 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
4975722 3.421135 10.71% ··· 0.103604 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
4975722 3.421135 10.71% ··· 0.103570 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
4997012 3.423049 ····· ··· 0.0945973 ·· cjxl_0.10.1_d0e10I100num_threads0
5025813 3.443348 ····· ··· 0.172636 R· cjxl_0.10.1_d0e10g3num_threads0
5048742 3.459600 ····· ··· 0.144859 ·· cjxl_0.10.1_d0e10num_threads0
5124527 3.515577 ····· ··· 0.36476 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
5186887 3.556948 ····· ··· 0.50030 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
5258964 3.608419 ····· ··· 0.46225 ·· cjxl_0.10.1_d0e9num_threads0
5445508 3.702432 7.14% 7.14% 0.30649 ·A cwebp_1.3.2_z9
5454558 3.740524 ····· ··· 0.79551 R· cjxl_0.10.1_d0e8num_threads0
5476349 3.759168 ····· ··· 0.51450 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
5476651 3.759844 ····· ··· 0.48118 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
5471673 3.760210 ····· ··· 0.49155 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
5472752 3.761287 ····· ··· 0.45836 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
5546306 3.774077 ····· ··· 3.000 R· cwebp_1.3.2_z8
5484391 3.783627 ····· ··· 0.44276 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
5571928 3.790985 ····· ··· 4.956 R· cwebp_1.3.2_z7
5515618 3.792282 ····· ··· 0.47593 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
5519751 3.794997 ····· ··· 0.46025 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
5597262 3.806641 ····· ··· 5.799 R· cwebp_1.3.2_z6
5554265 3.810250 ····· ··· 1.906 ·· cjxl_0.10.1_d0e7num_threads0
5606368 3.812587 ····· ··· 6.368 R· cwebp_1.3.2_z5
5630272 3.835828 ····· ··· 7.366 R· cwebp_1.3.2_z4
5640896 3.843049 ····· ··· 7.434 R· cwebp_1.3.2_z3
5681717 3.893402 ····· ··· 2.161 ·· cjxl_0.10.1_d0e6num_threads0
5715113 3.931520 ····· ··· 0.44067 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
5765074 3.966928 ····· ··· 0.44492 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
5794989 3.971446 ····· ··· 2.374 ·· cjxl_0.10.1_d0e5num_threads0
5883238 4.033690 ····· ··· 0.0823050 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
5928656 4.035377 ····· ··· 10.33 R· cwebp_1.3.2_z2
6107236 4.166087 ····· ··· 0.28734 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
6109482 4.167803 ····· ··· 0.27698 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
6120966 4.178312 ····· ··· 0.27297 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
6121998 4.179307 ····· ··· 0.26591 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
6127520 4.194419 ····· ··· 3.706 ·· cjxl_0.10.1_d0e4num_threads0
6252586 4.253500 ····· ··· 13.66 R· cwebp_1.3.2_z1
6289234 4.290480 ····· ··· 0.43547 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
6527261 4.486563 ····· ··· 7.906 ·· cjxl_0.10.1_d0e3num_threads0
7048490 4.780568 ····· ··· 0.48458 ·· pingo_0.99_s9low
7064663 4.791162 ····· ··· 0.78018 ·· pingo_0.99_s8low
7069298 4.794203 ····· ··· 0.88251 ·· pingo_0.99_s7low
7071725 4.795353 ····· ··· 0.89354 ·· oxipng_9.0.0_o5a-fast-t1
7071725 4.795353 ····· ··· 0.85619 ·· oxipng_9.0.0_o6a-fast-t1
7072841 4.796117 ····· ··· 1.0265 ·· oxipng_9.0.0_o4a-fast-t1
7082176 4.803536 ····· ··· 0.19255 ·· ect_0.9.5_9
7082762 4.803957 ····· ··· 0.29453 ·· ect_0.9.5_8
7087727 4.807248 ····· ··· 0.61123 ·· ect_0.9.5_7
7091603 4.809984 ····· ··· 0.79058 ·· ect_0.9.5_6
7096797 4.812529 ····· ··· 1.3804 ·· oxipng_9.0.0_o3a-fast-t1
7097544 4.814043 ····· ··· 0.94247 ·· pingo_0.99_s6low
7100581 4.816077 ····· ··· 1.0283 ·· pingo_0.99_s5low
7107252 4.820576 ····· ··· 1.987 ·· oxipng_9.0.0_o2a-fast-t1
7108339 4.820850 ····· ··· 1.2736 ·· ect_0.9.5_5
7109917 4.822673 ····· ··· 1.0727 ·· pingo_0.99_s4low
7117339 4.826798 ····· ··· 1.921 ·· ect_0.9.5_3
7116737 4.827289 ····· ··· 1.1993 ·· pingo_0.99_s3low
7123512 4.831008 ····· ··· 1.6114 ·· ect_0.9.5_4
7135808 4.839000 ····· ··· 2.371 ·· ect_0.9.5_2
7141299 4.844669 ····· ··· 1.649 ·· pingo_0.99_s2low
7134471 4.870407 ····· ··· 0.30321 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
7187686 4.875495 ····· ··· 2.028 ·· pingo_0.99_s1low
7159254 4.896244 ····· ··· 11.55 ·· cjxl_0.10.1_d0e2num_threads0
7222775 4.899718 ····· ··· 4.270 ·· oxipng_9.0.0_o1a-fast-t1
7285095 4.939768 ····· ··· 3.085 ·· pingo_0.99_s0low
7434357 5.046042 ····· ··· 10.13 ·· ect_0.9.5_1
7638696 5.182103 ····· ··· 12.04 ·· oxipng_9.0.0_o0a-fast-t1
7718587 5.248224 ····· ··· 0.44000 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
7742556 5.263929 ····· ··· 0.33697 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
7972526 5.333189 ····· ··· 31.1 R· cwebp_1.3.2_z0
7856780 5.362419 ····· ··· 0.74921 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
7858244 5.363633 ····· ··· 0.68642 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
7866774 5.374651 ····· ··· 42.9 R· cjxl_0.10.1_d0e1num_threads0
8089340 5.479445 ····· ··· 0.0805985 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
8082500 5.499941 ····· ··· >2.1e+02 R· original
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
24 100.00% 0.02 100.00% 4940 0.29 1.00 0.83 all
24 100.00% 0.02 100.00% 4940 0.29 1.00 0.83 icon
12 50.00% 0.02 48.30% 7272 0.38 1.00 0.80 visibly_opaque
12 50.00% 0.02 51.70% 2607 0.20 1.00 0.87 visibly_transparent
7 29.17% 0.01 25.16% 6515 0.45 1.00 0.79 DirectClass_sRGB
17 70.83% 0.02 74.84% 4291 0.22 1.00 0.85 DirectClass_sRGB_Alpha
4 16.67% 0.00 3.58% 694 0.17 1.00 0.74 source_app
20 83.33% 0.02 96.42% 5789 0.31 1.00 0.85 source_app->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
321347 6.18971 100.00% ··· 0.0078585 R· all
325035 6.27478 54.17% ··· 0.053698 R· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
325035 6.27478 54.17% ··· 0.053641 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
325035 6.27478 54.17% ··· 0.053577 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
325035 6.27478 54.17% ··· 0.053632 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
325314 6.28587 33.33% ··· 0.053159 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
325314 6.28587 33.33% ··· 0.053152 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
325314 6.28587 33.33% ··· 0.053156 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
325314 6.28587 33.33% ··· 0.053083 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
325314 6.28587 33.33% ··· 0.052656 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
325314 6.28587 33.33% ··· 0.051106 ·· cjxl_0.10.1_d0e10E3I100num_threads0
325314 6.28587 33.33% ··· 0.049983 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
325388 6.28625 37.50% 4.17% 0.053891 RA cjxl_0.10.1_d0e10E3I100g0num_threads0
325679 6.29653 16.67% ··· 0.053711 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
325679 6.29653 16.67% ··· 0.053819 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
324396 6.31928 29.17% ··· 0.033681 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
324396 6.31928 29.17% ··· 0.033485 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
324525 6.32906 54.17% 8.33% 0.033159 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
334611 6.48716 ····· ··· 0.072328 R· cjxl_0.10.1_d0e10E3num_threads0
337061 6.51846 8.33% ··· 0.071868 ·· cjxl_0.10.1_d0e10I100num_threads0
344942 6.70688 ····· ··· 0.2456 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
346375 6.71388 ····· ··· 0.09267 ·· cjxl_0.10.1_d0e10g3num_threads0
346375 6.71388 ····· ··· 0.09260 ·· cjxl_0.10.1_d0e10num_threads0
349824 6.72483 4.17% ··· 0.072087 ·· cwebp_1.3.2_z9
349808 6.80389 ····· ··· 0.3072 R· cjxl_0.10.1_d0e9num_threads0
355380 6.80427 4.17% ··· 0.866 R· cwebp_1.3.2_z8
356902 6.83272 4.17% ··· 1.75 R· cwebp_1.3.2_z6
357018 6.83595 4.17% ··· 1.64 ·· cwebp_1.3.2_z7
357428 6.84290 4.17% ··· 2.11 R· cwebp_1.3.2_z5
351762 6.84290 ····· ··· 0.3321 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
353757 6.87902 ····· ··· 0.4827 ·· cjxl_0.10.1_d0e8num_threads0
355409 6.91967 ····· ··· 1.03 ·· cjxl_0.10.1_d0e7num_threads0
360513 7.02365 ····· ··· 1.19 ·· cjxl_0.10.1_d0e6num_threads0
361053 7.06610 ····· ··· 0.3116 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
364218 7.08690 ····· ··· 1.32 ·· cjxl_0.10.1_d0e5num_threads0
370850 7.09093 4.17% ··· 2.97 R· cwebp_1.3.2_z4
371744 7.10764 4.17% ··· 3.03 RA cwebp_1.3.2_z3
364213 7.14308 4.17% ··· 0.3073 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
364213 7.14308 4.17% ··· 0.3057 ·A cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
364213 7.14308 4.17% ··· 0.2954 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
364213 7.14308 4.17% ··· 0.2940 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
367400 7.15157 ····· ··· 0.3153 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
367400 7.15157 ····· ··· 0.3021 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
380345 7.45698 ····· ··· 0.2881 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
403671 7.46931 ····· ··· 1.79 ·· cjxl_0.10.1_d0e4num_threads0
383807 7.50823 ····· ··· 0.2897 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
392708 7.56277 ····· ··· 4.8 R· cwebp_1.3.2_z2
422935 7.88934 ····· ··· 3.23 ·· cjxl_0.10.1_d0e3num_threads0
403232 8.00542 16.67% ··· 0.054454 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
403232 8.00542 16.67% ··· 0.054443 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
403232 8.00542 16.67% ··· 0.054403 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
403232 8.00542 16.67% ··· 0.054061 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
403232 8.00542 16.67% ··· 0.054478 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
421678 8.08654 ····· ··· 6.0 R· cwebp_1.3.2_z1
430515 8.20189 ····· ··· 0.2529 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
430515 8.20189 ····· ··· 0.2518 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
430515 8.20189 ····· ··· 0.2513 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
430515 8.20189 ····· ··· 0.2511 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
437464 8.32690 ····· ··· 0.3625 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
469206 8.34098 16.67% ··· 0.052949 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
474377 8.62260 ····· ··· 3.8 ·· cjxl_0.10.1_d0e2num_threads0
449972 8.62356 ····· ··· 9.1 R· cwebp_1.3.2_z0
468835 8.83256 ····· ··· 0.1409 ·· ect_0.9.5_9
468958 8.83492 ····· ··· 0.2098 ·· ect_0.9.5_8
469473 8.84629 ····· ··· 0.3899 ·· ect_0.9.5_7
465364 8.84761 ····· ··· 0.2289 ·· pingo_0.99_s9low
469750 8.85072 ····· ··· 0.4564 ·· ect_0.9.5_6
465634 8.85316 ····· ··· 0.2599 ·· pingo_0.99_s8low
465966 8.85724 ····· ··· 0.2768 ·· pingo_0.99_s7low
470409 8.86144 ····· ··· 0.614 ·· ect_0.9.5_5
466478 8.86555 ····· ··· 0.2841 ·· pingo_0.99_s6low
468263 8.87272 ····· ··· 0.596 ·· oxipng_9.0.0_o5a-fast-t1
468263 8.87272 ····· ··· 0.566 ·· oxipng_9.0.0_o6a-fast-t1
471131 8.87553 ····· ··· 0.738 ·· ect_0.9.5_4
468377 8.88447 ····· ··· 1.28 ·· oxipng_9.0.0_o2a-fast-t1
468844 8.89632 ····· ··· 0.662 ·· oxipng_9.0.0_o4a-fast-t1
467967 8.89997 ····· ··· 1.28 ·· ect_0.9.5_2
469334 8.90305 ····· ··· 0.780 ·· oxipng_9.0.0_o3a-fast-t1
470085 8.92130 ····· ··· 0.3001 ·· pingo_0.99_s5low
467814 8.92621 ····· ··· 0.3508 ·· pingo_0.99_s4low
468087 8.93086 ····· ··· 1.16 ·· ect_0.9.5_3
469759 8.97179 ····· ··· 0.374 ·· pingo_0.99_s3low
470416 8.98166 ····· ··· 0.431 ·· pingo_0.99_s2low
473976 8.98344 ····· ··· 0.597 ·· pingo_0.99_s0low
473098 9.00991 ····· ··· 0.461 ·· pingo_0.99_s1low
481850 9.14424 ····· ··· 3.47 ·· ect_0.9.5_1
480861 9.17786 ····· ··· 2.23 ·· oxipng_9.0.0_o1a-fast-t1
508374 9.35403 ····· ··· 6.5 ·· cjxl_0.10.1_d0e1num_threads0
502373 9.51610 ····· ··· 5.36 ·· oxipng_9.0.0_o0a-fast-t1
497972 9.60524 ····· ··· 0.2619 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
520786 9.80914 ····· ··· 0.2862 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
526269 9.86112 ····· ··· 0.4790 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
538405 10.0449 ····· ··· >17 R· original
602047 11.6862 ····· ··· 0.778 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
602047 11.6862 ····· ··· 0.758 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
73 100.00% 0.23 100.00% 804 0.00 1.01 0.90 all
10 13.70% 0.55 32.98% 3869 0.01 1.02 1.13 game_asset
73 100.00% 0.23 100.00% 804 0.00 1.01 0.90 pixel_art
10 13.70% 0.55 32.98% 3869 0.01 1.02 1.13 sprite_sheet
63 86.30% 0.17 63.48% 383 0.00 1.01 0.85 visibly_opaque
10 13.70% 0.60 36.52% 3459 0.00 1.01 1.19 visibly_transparent
3 4.11% 0.15 2.79% 7408 0.08 1.00 1.17 DirectClass_sRGB
6 8.22% 0.83 30.11% 5748 0.01 1.01 1.24 DirectClass_sRGB_Alpha
2 2.74% 0.22 2.68% 2 0.00 0.93 0.35 PseudoClass_Gray
58 79.45% 0.17 58.00% 33 0.00 1.01 0.85 PseudoClass_sRGB
4 5.48% 0.27 6.42% 26 0.00 1.02 1.12 PseudoClass_sRGB_Alpha
4 5.48% 0.12 2.87% 1049 0.02 1.03 0.97 source_app
6 8.22% 0.83 30.11% 5748 0.01 1.01 1.24 source_app->exiftool
63 86.30% 0.18 67.02% 318 0.00 1.01 0.86 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
2033491 0.9465465 100.00% ··· 0.01740781 R· all
2564230 1.042479 10.96% 1.37% 0.169127 RA cjxl_0.10.1_d0e10E3I100num_threads0
2511186 1.052026 9.59% ··· 0.169508 R· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
2489278 1.054486 17.81% ··· 0.221193 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
2503006 1.055921 17.81% ··· 0.221065 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
2504674 1.059353 10.96% ··· 0.220807 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
2602525 1.059821 ····· ··· 0.281252 R· cjxl_0.10.1_d0e10E3num_threads0
2516792 1.060689 10.96% ··· 0.221329 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
2473073 1.066983 9.59% ··· 0.175323 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
2666525 1.078084 8.22% ··· 0.236742 ·· cjxl_0.10.1_d0e10I100num_threads0
2247482 1.083085 8.22% 8.22% 0.192738 ·A cwebp_1.3.2_z9
2371605 1.085782 2.74% ··· 0.57464 R· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
2483163 1.096617 9.59% ··· 0.175682 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
2705511 1.097742 ····· ··· 0.37582 ·· cjxl_0.10.1_d0e10num_threads0
3052064 1.109007 13.70% ··· 0.195187 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
3047958 1.112778 9.59% ··· 0.196204 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
3141429 1.117210 19.18% ··· 0.215080 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
3152208 1.118106 19.18% ··· 0.215001 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
3145788 1.119538 16.44% ··· 0.215008 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
3145402 1.119597 16.44% ··· 0.215084 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
3154531 1.119619 23.29% 4.11% 0.215530 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
3146633 1.121176 10.96% ··· 0.215351 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
3151496 1.121687 10.96% ··· 0.215309 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
3157578 1.122995 20.55% 1.37% 0.214954 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
3146616 1.123215 9.59% ··· 0.214454 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
3153341 1.123592 9.59% ··· 0.215518 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
2829896 1.149303 2.74% ··· 4.246 R· cwebp_1.3.2_z8
2777250 1.150572 2.74% ··· 11.40 RA cwebp_1.3.2_z7
2794016 1.153687 ····· ··· 12.31 R· cwebp_1.3.2_z6
2800636 1.157397 ····· ··· 14.35 R· cwebp_1.3.2_z5
2814825 1.162728 ····· ··· 1.0039 ·· cjxl_0.10.1_d0e9num_threads0
2804584 1.163043 ····· ··· 15.28 R· cwebp_1.3.2_z4
2812280 1.169420 ····· ··· 15.50 R· cwebp_1.3.2_z3
2524780 1.198034 12.33% ··· 0.70281 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
2541278 1.202707 9.59% 1.37% 0.63058 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
2901668 1.210815 ····· ··· 1.5485 ·· cjxl_0.10.1_d0e8num_threads0
3316109 1.215497 6.85% ··· 0.0948571 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
3326296 1.221470 5.48% ··· 0.0932197 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
3276239 1.223047 4.11% ··· 0.77099 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
2650878 1.224196 1.37% 1.37% 1.1318 ·A pingo_0.99_s9low
2655039 1.226344 ····· ··· 1.5566 ·· pingo_0.99_s8low
3248962 1.226649 4.11% ··· 0.70455 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
2688670 1.231426 ····· ··· 1.992 ·· pingo_0.99_s7low
2697176 1.236388 ····· ··· 2.077 ·· pingo_0.99_s6low
2662134 1.236412 ····· ··· 0.67949 ·· ect_0.9.5_9
2662288 1.237066 ····· ··· 1.0089 ·· ect_0.9.5_8
2697979 1.237805 ····· ··· 2.110 ·· pingo_0.99_s5low
2664944 1.238083 ····· ··· 1.9818 ·· ect_0.9.5_7
2700832 1.238258 ····· ··· 2.070 ·· pingo_0.99_s4low
2663938 1.239010 ····· ··· 2.6397 ·· ect_0.9.5_6
2701894 1.239875 ····· ··· 2.103 ·· pingo_0.99_s3low
3123074 1.240178 1.37% 1.37% 18.01 RA cwebp_1.3.2_z2
2702772 1.240613 ····· ··· 2.347 ·· pingo_0.99_s2low
2669117 1.241877 ····· ··· 4.011 ·· ect_0.9.5_5
2685495 1.242193 ····· ··· 1.9391 ·· oxipng_9.0.0_o5a-fast-t1
2685495 1.242193 ····· ··· 1.8944 ·· oxipng_9.0.0_o6a-fast-t1
2685502 1.242204 ····· ··· 2.1055 ·· oxipng_9.0.0_o4a-fast-t1
2676644 1.245425 ····· ··· 5.341 ·· ect_0.9.5_4
2702358 1.245863 ····· ··· 3.872 ·· oxipng_9.0.0_o2a-fast-t1
2702484 1.245921 ····· ··· 2.624 ·· oxipng_9.0.0_o3a-fast-t1
2728648 1.247767 ····· ··· 2.777 ·· pingo_0.99_s1low
3522969 1.248038 4.11% ··· 1.0607 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
2684161 1.248712 ····· ··· 6.085 ·· ect_0.9.5_3
2685584 1.249711 ····· ··· 7.109 ·· ect_0.9.5_2
3487385 1.250275 1.37% ··· 0.99538 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
3483809 1.252153 6.85% 2.74% 0.76868 ·A cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
3488974 1.257499 4.11% ··· 0.70189 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
2776053 1.261493 ····· ··· 3.233 ·· pingo_0.99_s0low
3421750 1.269090 ····· ··· 1.3165 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
3758951 1.278271 5.48% ··· 1.1100 ·A cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
4056375 1.280671 ····· ··· 0.44623 ·· cjxl_0.10.1_d0e10g3num_threads0
3788180 1.298794 2.74% ··· 1.0239 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
2940728 1.299358 ····· ··· 5.748 ·· oxipng_9.0.0_o1a-fast-t1
3660317 1.302499 ····· ··· 0.99907 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
3720661 1.305750 1.37% 1.37% 1.0752 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
3252073 1.320494 ····· ··· 3.679 ·· cjxl_0.10.1_d0e7num_threads0
2908798 1.337246 ····· ··· 20.32 R· ect_0.9.5_1
3570278 1.337854 12.33% ··· 0.65063 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
4207132 1.348805 1.37% 1.37% 1.0498 ·A cjxl_0.10.1_d0e10P5I100g3num_threads0
4224461 1.354083 ····· ··· 0.80336 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
3449279 1.378367 ····· ··· 4.010 ·· cjxl_0.10.1_d0e6num_threads0
3522316 1.384839 ····· ··· 23.60 R· cwebp_1.3.2_z1
3293506 1.409786 ····· ··· 14.34 ·· oxipng_9.0.0_o0a-fast-t1
4398628 1.428373 1.37% 1.37% 0.97390 ·A cjxl_0.10.1_d0e10P11I100g3num_threads0
4461976 1.448227 ····· ··· 0.97033 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
3633201 1.460008 ····· ··· 4.292 ·· cjxl_0.10.1_d0e5num_threads0
3716867 1.518696 ····· ··· 0.0819863 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
3851843 1.525200 ····· ··· >2.3e+02 R· original
4032180 1.592459 ····· ··· 36.0 ·· cwebp_1.3.2_z0
6084531 1.958763 ····· ··· 6.932 ·· cjxl_0.10.1_d0e4num_threads0
6562536 1.992897 ····· ··· 0.91383 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
6472721 2.097827 ····· ··· 14.93 ·· cjxl_0.10.1_d0e2num_threads0
5562268 2.558388 ····· ··· 0.334260 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
8625447 2.595851 ····· ··· 11.83 ·· cjxl_0.10.1_d0e3num_threads0
7803318 2.745298 ····· ··· 43.2 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
63 100.00% 0.18 100.00% 318 0.00 1.01 0.86 all
63 100.00% 0.18 100.00% 318 0.00 1.01 0.86 pixel_art
59 93.65% 0.17 90.43% 338 0.00 1.00 0.85 visibly_opaque
4 6.35% 0.27 9.57% 26 0.00 1.02 1.12 visibly_transparent
2 3.17% 0.20 3.56% 9056 0.09 1.00 1.30 DirectClass_sRGB
2 3.17% 0.22 4.01% 2 0.00 0.93 0.35 PseudoClass_Gray
55 87.30% 0.17 82.86% 33 0.00 1.01 0.85 PseudoClass_sRGB
4 6.35% 0.27 9.57% 26 0.00 1.02 1.12 PseudoClass_sRGB_Alpha
63 100.00% 0.18 100.00% 318 0.00 1.01 0.86 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
1073009 0.851747 100.00% ··· 0.0208878 R· all
1130372 0.886887 19.05% ··· 0.23120 R· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1130372 0.886887 19.05% ··· 0.23106 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1131614 0.887404 17.46% ··· 0.23328 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1131614 0.887404 17.46% ··· 0.23285 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1130140 0.888174 26.98% 4.76% 0.23075 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1133316 0.889113 15.87% ··· 0.23123 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1133316 0.889113 15.87% ··· 0.23103 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1131966 0.889444 15.87% ··· 0.20863 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1136176 0.890293 12.70% ··· 0.23143 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1136176 0.890293 12.70% ··· 0.23135 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
1137313 0.890766 12.70% ··· 0.23316 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1137313 0.890766 12.70% ··· 0.23296 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1135381 0.891127 23.81% 1.59% 0.23082 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
1139032 0.892482 11.11% ··· 0.23158 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1139032 0.892482 11.11% ··· 0.23036 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1137613 0.892509 11.11% ··· 0.21007 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
1155770 0.899108 11.11% ··· 0.17832 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1156777 0.899527 11.11% ··· 0.17848 ·· cjxl_0.10.1_d0e10E3I100num_threads0
1170098 0.914977 ····· ··· 0.29822 R· cjxl_0.10.1_d0e10E3num_threads0
1178737 0.930511 9.52% ··· 0.24960 ·· cjxl_0.10.1_d0e10I100num_threads0
1205016 0.944222 11.11% ··· 0.18445 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
1193938 0.948614 ····· ··· 0.39866 R· cjxl_0.10.1_d0e10num_threads0
1211353 0.949547 3.17% ··· 0.60761 R· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1197478 0.949645 ····· ··· 0.48000 ·· cjxl_0.10.1_d0e10g3num_threads0
1222994 0.970743 11.11% ··· 0.18477 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1231864 0.973093 4.76% ··· 0.82945 R· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1236735 0.975580 7.94% 3.17% 0.84464 RA cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1235422 0.976461 4.76% ··· 1.1498 R· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1240704 0.976970 6.35% ··· 1.2066 RA cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1240463 0.977319 4.76% ··· 0.75552 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
1244529 0.979575 3.17% ··· 1.1029 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
1245101 0.979811 4.76% ··· 0.76851 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
1250718 0.981179 1.59% ··· 1.0697 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
1280037 0.990350 7.94% ··· 0.100872 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1230774 0.992597 1.59% 1.59% 1.1272 ·A cjxl_0.10.1_d0e10P5I100g3num_threads0
1273532 0.995181 4.76% 4.76% 0.18815 ·A cwebp_1.3.2_z9
1287082 0.995509 6.35% ··· 0.0993817 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1254154 1.00073 ····· ··· 0.86131 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
1261544 1.00078 1.59% 1.59% 1.1612 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1265167 1.00347 ····· ··· 1.0720 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
1251365 1.00580 ····· ··· 1.4588 R· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1259259 1.00845 ····· ··· 1.0594 ·· cjxl_0.10.1_d0e9num_threads0
1315396 1.02827 ····· ··· 4.454 R· cwebp_1.3.2_z8
1316012 1.03407 ····· ··· 12.14 R· cwebp_1.3.2_z7
1320928 1.03610 ····· ··· 12.98 R· cwebp_1.3.2_z6
1332350 1.03972 ····· ··· 15.2 R· cwebp_1.3.2_z5
1335308 1.04442 ····· ··· 16.2 R· cwebp_1.3.2_z4
1298981 1.04471 11.11% ··· 0.69071 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1302338 1.04655 11.11% 1.59% 0.61686 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1349522 1.05173 ····· ··· 16.4 R· cwebp_1.3.2_z3
1330307 1.05408 1.59% 1.59% 1.0483 ·A cjxl_0.10.1_d0e10P11I100g3num_threads0
1325838 1.05589 11.11% ··· 0.68575 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1318938 1.05756 ····· ··· 1.603 ·· cjxl_0.10.1_d0e8num_threads0
1349949 1.06906 ····· ··· 1.0446 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
1384704 1.08916 1.59% 1.59% 1.2348 ·A pingo_0.99_s9low
1387548 1.09151 ····· ··· 1.669 ·· pingo_0.99_s8low
1393380 1.09447 ····· ··· 2.107 ·· pingo_0.99_s7low
1419644 1.09780 1.59% 1.59% 19.1 RA cwebp_1.3.2_z2
1399158 1.09873 ····· ··· 2.201 ·· pingo_0.99_s6low
1399961 1.10038 ····· ··· 2.239 ·· pingo_0.99_s5low
1403221 1.10115 ····· ··· 2.197 ·· pingo_0.99_s4low
1403876 1.10277 ····· ··· 2.227 ·· pingo_0.99_s3low
1395034 1.10327 ····· ··· 0.75400 ·· ect_0.9.5_9
1404596 1.10353 ····· ··· 2.480 ·· pingo_0.99_s2low
1395232 1.10403 ····· ··· 1.1171 ·· ect_0.9.5_8
1396375 1.10507 ····· ··· 2.184 ·· ect_0.9.5_7
1397454 1.10631 ····· ··· 2.903 ·· ect_0.9.5_6
1401667 1.10721 ····· ··· 2.091 ·· oxipng_9.0.0_o5a-fast-t1
1401667 1.10721 ····· ··· 2.042 ·· oxipng_9.0.0_o6a-fast-t1
1401674 1.10723 ····· ··· 2.264 ·· oxipng_9.0.0_o4a-fast-t1
1411539 1.10936 ····· ··· 2.908 ·· pingo_0.99_s1low
1401076 1.10945 ····· ··· 4.402 ·· ect_0.9.5_5
1405375 1.10968 ····· ··· 4.151 ·· oxipng_9.0.0_o2a-fast-t1
1405501 1.10974 ····· ··· 2.811 ·· oxipng_9.0.0_o3a-fast-t1
1405885 1.11310 ····· ··· 5.845 ·· ect_0.9.5_4
1410150 1.11641 ····· ··· 6.651 ·· ect_0.9.5_3
1411116 1.11751 ····· ··· 7.818 ·· ect_0.9.5_2
1427880 1.12063 ····· ··· 3.287 ·· pingo_0.99_s0low
1435069 1.14077 ····· ··· 6.071 ·· oxipng_9.0.0_o1a-fast-t1
1450082 1.14754 ····· ··· 3.803 ·· cjxl_0.10.1_d0e7num_threads0
1526225 1.20156 ····· ··· 21.8 R· ect_0.9.5_1
1558207 1.20204 ····· ··· 4.117 ·· cjxl_0.10.1_d0e6num_threads0
1595580 1.21122 ····· ··· 25.1 R· cwebp_1.3.2_z1
1577096 1.23825 ····· ··· 14.5 ·· oxipng_9.0.0_o0a-fast-t1
1609874 1.27146 ····· ··· >1.8e+02 R· original
1693189 1.28727 ····· ··· 4.372 ·· cjxl_0.10.1_d0e5num_threads0
1663701 1.32647 ····· ··· 0.0870887 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1751750 1.34489 ····· ··· 37.3 ·· cwebp_1.3.2_z0
1937535 1.43653 ····· ··· 7.335 ·· cjxl_0.10.1_d0e4num_threads0
1919962 1.46842 ····· ··· 0.98459 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
2109106 1.54878 ····· ··· 15.4 ·· cjxl_0.10.1_d0e2num_threads0
2563793 1.85857 ····· ··· 12.4 ·· cjxl_0.10.1_d0e3num_threads0
2938348 2.18381 ····· ··· 43.3 ·· cjxl_0.10.1_d0e1num_threads0
3257573 2.43583 ····· ··· 0.34074 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
32 100.00% 1.41 100.00% 2289 0.00 1.00 2.72 all
1 3.12% 1.17 2.59% 4 0.00 0.76 0.92 comic
3 9.38% 1.61 10.73% 22232 0.01 1.00 1.26 game
32 100.00% 1.41 100.00% 2289 0.00 1.00 2.72 pixel_art_scaled
14 43.75% 0.66 20.64% 186 0.00 0.99 2.03 watermark
29 90.62% 1.48 95.63% 2519 0.00 1.00 2.72 visibly_opaque
3 9.38% 0.66 4.37% 65 0.00 1.00 2.74 visibly_transparent
12 37.50% 0.96 25.64% 5884 0.00 1.00 1.70 DirectClass_sRGB
12 37.50% 2.20 58.53% 194 0.00 1.00 4.26 DirectClass_sRGB_Alpha
7 21.88% 0.86 13.43% 27 0.00 0.97 1.77 PseudoClass_sRGB
1 3.12% 1.08 2.40% 106 0.00 1.00 3.15 PseudoClass_sRGB_Alpha
15 46.88% 0.93 30.83% 4617 0.00 1.01 1.88 source_imagemagick->exiftool
12 37.50% 2.00 53.40% 222 0.00 0.98 3.30 source_web
5 15.62% 1.42 15.77% 265 0.00 1.01 3.85 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
1092525 0.2213069 100.00% ···· 0.03387817 R· all
1163186 0.2467087 12.50% 12.50% 0.94689 RA cwebp_1.3.2_z9
1207094 0.2534112 ····· ···· 32.95 R· cwebp_1.3.2_z7
1212558 0.2543563 ····· ···· 11.96 ·· cwebp_1.3.2_z8
1242174 0.2588467 ····· ···· 34.24 R· cwebp_1.3.2_z6
1278908 0.2650760 ····· ···· 37.22 R· cwebp_1.3.2_z4
1279640 0.2652986 ····· ···· 35.45 ·· cwebp_1.3.2_z5
1299330 0.2686862 6.25% 6.25% 37.97 RA cwebp_1.3.2_z3
1393631 0.2766523 9.38% ···· 0.542292 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
1394412 0.2767350 ····· ···· 0.522652 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
1395994 0.2768024 9.38% ···· 0.551676 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1396133 0.2768778 ····· ···· 0.546358 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1397539 0.2768904 6.25% ···· 0.551294 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1393290 0.2772106 6.25% 6.25% 0.697602 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1399743 0.2773168 6.25% ···· 0.569335 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1401955 0.2774428 6.25% ···· 0.578712 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1400127 0.2774462 9.38% ···· 0.569072 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1402339 0.2775723 9.38% ···· 0.578738 ·A cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1409106 0.2784198 6.25% ···· 0.542705 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1416382 0.2816098 3.12% 3.12% 0.156512 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
1420813 0.2841299 ····· ···· 0.161031 ·· cjxl_0.10.1_d0e10E3I100num_threads0
1435215 0.2865872 ····· ···· 0.312326 ·· cjxl_0.10.1_d0e10E3num_threads0
1437979 0.2869577 ····· ···· 0.502212 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1417730 0.2876445 6.25% 6.25% 42.76 RA cwebp_1.3.2_z2
1445616 0.2878356 6.25% ···· 0.304282 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
1441000 0.2879067 ····· ···· 0.431787 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
1446977 0.2879815 6.25% ···· 0.305967 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1430832 0.2918377 ····· ···· 0.164352 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1517887 0.2935028 50.00% ···· 0.299556 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1499156 0.2946428 ····· ···· 0.247693 ·· cjxl_0.10.1_d0e10I100num_threads0
1536985 0.2952488 50.00% ···· 0.338409 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1491938 0.2954729 ····· ···· 0.411030 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1497441 0.2955697 ····· ···· 0.157285 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1512701 0.2968372 ····· ···· 0.465629 ·· cjxl_0.10.1_d0e10num_threads0
1499749 0.2970584 ····· ···· 0.402393 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
1546207 0.2974177 12.50% ···· 0.325189 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1490467 0.3006350 3.12% ···· 0.178689 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1510168 0.3007106 ····· ···· 0.287530 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1486559 0.3007700 3.12% ···· 0.175893 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1491717 0.3015977 6.25% ···· 0.542664 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1492786 0.3016256 6.25% ···· 0.568109 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1499399 0.3023255 6.25% ···· 0.570506 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1547491 0.3023625 ····· ···· 2.0592 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
1501318 0.3024500 6.25% ···· 0.598973 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1631857 0.3116191 ····· ···· 1.0591 ·· cjxl_0.10.1_d0e10g3num_threads0
1675925 0.3178921 ····· ···· 1.5393 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
1612232 0.3215934 ····· ···· 57.67 R· cwebp_1.3.2_z1
1550638 0.3255099 3.12% 3.12% 0.170077 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1668282 0.3284977 ····· ···· 1.8400 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
1675461 0.3292165 ····· ···· 2.2137 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1709427 0.3389727 ····· ···· 1.4387 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
1712243 0.3395191 ····· ···· 1.6368 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1853137 0.3424573 ····· ···· 1.5237 ·· cjxl_0.10.1_d0e9num_threads0
1709584 0.3431616 ····· ···· 0.357317 ·· ect_0.9.5_9
1710934 0.3433678 ····· ···· 0.567108 ·· ect_0.9.5_8
1710886 0.3434153 ····· ···· 1.9606 ·· ect_0.9.5_6
1711835 0.3435799 ····· ···· 1.3830 ·· ect_0.9.5_7
1712571 0.3438263 ····· ···· 3.3386 ·· ect_0.9.5_5
1720074 0.3449134 ····· ···· 4.6331 ·· ect_0.9.5_4
1726753 0.3454518 ····· ···· 1.0586 ·· pingo_0.99_s9low
1727879 0.3457010 ····· ···· 1.8006 ·· pingo_0.99_s8low
1749632 0.3489176 ····· ···· 3.0359 ·· pingo_0.99_s7low
1750248 0.3498250 ····· ···· 3.1605 ·· oxipng_9.0.0_o5a-fast-t1
1750289 0.3498318 ····· ···· 3.4373 ·· oxipng_9.0.0_o4a-fast-t1
1750474 0.3499629 ····· ···· 3.0764 ·· oxipng_9.0.0_o6a-fast-t1
1740767 0.3511526 ····· ···· 6.548 ·· ect_0.9.5_3
1775530 0.3549060 ····· ···· 4.7007 ·· oxipng_9.0.0_o3a-fast-t1
1908461 0.3558078 ····· ···· 2.8626 ·· cjxl_0.10.1_d0e8num_threads0
1790095 0.3576532 ····· ···· 5.174 ·· pingo_0.99_s6low
1790148 0.3577121 ····· ···· 5.197 ·· pingo_0.99_s5low
1790987 0.3597907 ····· ···· 6.833 ·· oxipng_9.0.0_o2a-fast-t1
1764858 0.3599526 ····· ···· 5.446 ·· ect_0.9.5_2
1828911 0.3768344 ····· ···· 5.719 ·· pingo_0.99_s4low
1828965 0.3768944 ····· ···· 5.729 ·· pingo_0.99_s3low
1829330 0.3773107 ····· ···· 5.800 ·· pingo_0.99_s2low
1871858 0.3803468 ····· ···· 53.59 ·· ect_0.9.5_1
1852819 0.3828717 ····· ···· 7.250 ·· pingo_0.99_s1low
1894125 0.3921677 ····· ···· 12.80 ·· oxipng_9.0.0_o1a-fast-t1
1920091 0.4029238 ····· ···· 8.692 ·· pingo_0.99_s0low
2095925 0.4032052 ····· ···· 1.5373 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
2105042 0.4046409 ····· ···· 1.7294 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
2353700 0.4205374 ····· ···· 5.337 ·· cjxl_0.10.1_d0e7num_threads0
2092346 0.4393147 ····· ···· 27.95 ·· oxipng_9.0.0_o0a-fast-t1
2590021 0.4646483 ····· ···· 5.604 ·· cjxl_0.10.1_d0e6num_threads0
2316525 0.4649713 ····· ···· 1.7579 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
2383995 0.4768721 ····· ···· 1.6569 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
2110665 0.4822737 ····· ···· 0.1150340 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
2756084 0.4963227 ····· ···· 5.894 ·· cjxl_0.10.1_d0e5num_threads0
2466648 0.5186738 ····· ···· >1.4e+03 R· original
3790154 0.5640009 ····· ···· 74.2 ·· cwebp_1.3.2_z0
3876427 0.6596934 ····· ···· 8.582 ·· cjxl_0.10.1_d0e4num_threads0
3095994 0.7092106 ····· ···· 1.4263 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
4405114 0.7271656 ····· ···· 20.00 ·· cjxl_0.10.1_d0e2num_threads0
5512914 0.9938431 ····· ···· 109 ·· cjxl_0.10.1_d0e1num_threads0
6359374 1.325966 ····· ···· 14.62 ·· cjxl_0.10.1_d0e3num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
29 100.00% 1.39 100.00% 226 0.00 1.00 2.87 all
1 3.45% 1.17 2.90% 4 0.00 0.76 0.92 comic
29 100.00% 1.39 100.00% 226 0.00 1.00 2.87 pixel_art_scaled
14 48.28% 0.66 23.12% 186 0.00 0.99 2.03 watermark
26 89.66% 1.47 95.11% 244 0.00 1.00 2.88 visibly_opaque
3 10.34% 0.66 4.89% 65 0.00 1.00 2.74 visibly_transparent
9 31.03% 0.75 16.70% 435 0.00 1.00 1.84 DirectClass_sRGB
12 41.38% 2.20 65.57% 194 0.00 1.00 4.26 DirectClass_sRGB_Alpha
7 24.14% 0.86 15.04% 27 0.00 0.97 1.77 PseudoClass_sRGB
1 3.45% 1.08 2.69% 106 0.00 1.00 3.15 PseudoClass_sRGB_Alpha
12 41.38% 0.75 22.51% 213 0.00 1.01 2.03 source_imagemagick->exiftool
12 41.38% 2.00 59.82% 222 0.00 0.98 3.30 source_web
5 17.24% 1.42 17.67% 265 0.00 1.01 3.85 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
372968 0.133177 100.00% ···· 0.0688822 R· all
386596 0.137524 55.17% ···· 0.314067 RA cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
385429 0.137624 55.17% ···· 0.309934 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
390521 0.139193 13.79% ···· 0.303542 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
398958 0.142172 6.90% 6.90% 0.750409 RA cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
400934 0.144434 10.34% 10.34% 0.97618 RA cwebp_1.3.2_z9
406770 0.146418 ····· ···· 35.91 R· cwebp_1.3.2_z7
406800 0.146567 ····· ···· 12.89 ·· cwebp_1.3.2_z8
413870 0.148545 ····· ···· 37.30 R· cwebp_1.3.2_z6
427300 0.151216 ····· ···· 0.538556 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
423190 0.151344 ····· ···· 40.5 R· cwebp_1.3.2_z4
423922 0.151590 ····· ···· 38.5 ·· cwebp_1.3.2_z5
427599 0.151925 ····· ···· 0.461294 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
428976 0.153294 6.90% 6.90% 41.3 RA cwebp_1.3.2_z3
450568 0.157592 ····· ···· 0.436374 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
443298 0.158282 6.90% 6.90% 46.6 RA cwebp_1.3.2_z2
450825 0.158320 ····· ···· 0.426886 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
471009 0.162595 ····· ···· 0.163931 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
478543 0.162630 ····· ···· 0.283426 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
469952 0.162897 ····· ···· 0.163452 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
474595 0.167370 ····· ···· 0.262791 ·· cjxl_0.10.1_d0e10I100num_threads0
474595 0.167370 ····· ···· 0.170797 ·· cjxl_0.10.1_d0e10E3I100num_threads0
473846 0.167376 ····· ···· 0.171286 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
475678 0.167721 10.34% ···· 0.58899 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
475721 0.167750 6.90% ···· 0.58948 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
476176 0.167802 ····· ···· 0.56718 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
478041 0.167886 10.34% ···· 0.59934 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
478084 0.167915 6.90% ···· 0.59884 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
477109 0.167932 10.34% ···· 0.61854 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
477578 0.167938 ····· ···· 0.59340 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
477152 0.167961 6.90% ···· 0.61886 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
479321 0.168071 10.34% ···· 0.62921 ·A cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
477163 0.168099 ····· ···· 0.49655 ·· cjxl_0.10.1_d0e10num_threads0
477163 0.168099 ····· ···· 0.332710 ·· cjxl_0.10.1_d0e10E3num_threads0
479364 0.168100 6.90% ···· 0.62920 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
477240 0.168955 6.90% ···· 0.58181 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
480289 0.169141 6.90% ···· 0.61129 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
478671 0.169166 6.90% ···· 0.60966 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
481569 0.169326 6.90% ···· 0.64295 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
485740 0.171545 6.90% ···· 0.328548 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
487163 0.171811 6.90% ···· 0.330581 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
473685 0.171884 ····· ···· 2.2300 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
474057 0.171994 ····· ···· 1.6654 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
486155 0.172685 ····· ···· 1.1492 ·· cjxl_0.10.1_d0e10g3num_threads0
483806 0.173240 ····· ···· 62.6 R· cwebp_1.3.2_z1
518624 0.177553 ····· ···· 1.6263 ·· cjxl_0.10.1_d0e9num_threads0
540306 0.186203 ····· ···· 3.0542 ·· cjxl_0.10.1_d0e8num_threads0
566976 0.193456 3.45% ···· 0.187780 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
567155 0.194142 3.45% ···· 0.184831 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
579719 0.200456 ····· ···· 5.641 ·· cjxl_0.10.1_d0e7num_threads0
617419 0.200489 ····· ···· 1.9875 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
619816 0.200725 ····· ···· 2.3989 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
599582 0.202097 ····· ···· 1.5478 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
609329 0.202220 ····· ···· 0.381391 ·· ect_0.9.5_9
609547 0.202297 ····· ···· 0.60604 ·· ect_0.9.5_8
609581 0.202370 ····· ···· 2.0960 ·· ect_0.9.5_6
609871 0.202434 ····· ···· 1.4777 ·· ect_0.9.5_7
610363 0.202673 ····· ···· 3.5664 ·· ect_0.9.5_5
601710 0.202678 ····· ···· 1.7656 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
616710 0.203687 ····· ···· 4.943 ·· ect_0.9.5_4
621857 0.204045 ····· ···· 1.1179 ·· pingo_0.99_s9low
622391 0.204213 ····· ···· 1.8842 ·· pingo_0.99_s8low
625211 0.205180 ····· ···· 3.1774 ·· pingo_0.99_s7low
624806 0.205849 ····· ···· 3.3572 ·· oxipng_9.0.0_o5a-fast-t1
624847 0.205857 ····· ···· 3.6481 ·· oxipng_9.0.0_o4a-fast-t1
625032 0.206002 ····· ···· 3.2687 ·· oxipng_9.0.0_o6a-fast-t1
622781 0.206356 ····· ···· 6.973 ·· ect_0.9.5_3
645859 0.210738 ····· ···· 4.982 ·· oxipng_9.0.0_o3a-fast-t1
654299 0.212993 ····· ···· 7.258 ·· oxipng_9.0.0_o2a-fast-t1
659800 0.213619 ····· ···· 5.492 ·· pingo_0.99_s6low
659853 0.213684 ····· ···· 5.517 ·· pingo_0.99_s5low
643796 0.215060 ····· ···· 5.713 ·· ect_0.9.5_2
625108 0.217575 ····· ···· 5.885 ·· cjxl_0.10.1_d0e6num_threads0
615029 0.219417 ····· ···· 0.178729 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
694976 0.227682 ····· ···· 57.4 ·· ect_0.9.5_1
672900 0.230711 ····· ···· 1.6557 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
687874 0.231209 ····· ···· 6.043 ·· pingo_0.99_s4low
687928 0.231275 ····· ···· 6.054 ·· pingo_0.99_s3low
676484 0.231577 ····· ···· 1.8675 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
688293 0.231734 ····· ···· 6.132 ·· pingo_0.99_s2low
659218 0.231778 ····· ···· 6.153 ·· cjxl_0.10.1_d0e5num_threads0
703409 0.236505 ····· ···· 7.662 ·· pingo_0.99_s1low
704910 0.240926 ····· ···· 13.53 ·· oxipng_9.0.0_o1a-fast-t1
759579 0.256020 ····· ···· 9.049 ·· pingo_0.99_s0low
812066 0.278021 ····· ···· 28.31 ·· oxipng_9.0.0_o0a-fast-t1
912929 0.292177 ····· ···· 9.038 ·· cjxl_0.10.1_d0e4num_threads0
915897 0.293389 ····· ···· 20.16 ·· cjxl_0.10.1_d0e2num_threads0
966698 0.308990 ····· ···· 1.8999 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
1000914 0.316062 ····· ···· 1.7911 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
977265 0.345897 ····· ···· 0.1063837 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1094975 0.353418 ····· ···· >1.4e+03 R· original
2264120 0.388047 ····· ···· 77.0 ·· cwebp_1.3.2_z0
1343650 0.493929 ····· ···· 111 ·· cjxl_0.10.1_d0e1num_threads0
1475134 0.536954 ····· ···· 1.5409 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
2989869 0.955279 ····· ···· 15.02 ·· cjxl_0.10.1_d0e3num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
47 100.00% 1.32 100.00% 237199 0.24 1.00 0.82 all
6 12.77% 1.66 16.07% 302073 0.18 1.00 0.82 digital_painting_like
47 100.00% 1.32 100.00% 237199 0.24 1.00 0.82 machine_learning
18 38.30% 1.05 30.53% 245285 0.24 1.00 0.82 photo_like
46 97.87% 1.31 97.47% 226688 0.24 1.00 0.82 visibly_opaque
1 2.13% 1.57 2.53% 720731 0.46 1.00 0.82 visibly_transparent
46 97.87% 1.31 97.47% 226688 0.24 1.00 0.82 DirectClass_sRGB
1 2.13% 1.57 2.53% 720731 0.46 1.00 0.82 DirectClass_sRGB_Alpha
25 53.19% 1.06 42.78% 219329 0.29 1.00 0.83 source_imagemagick->exiftool
22 46.81% 1.61 57.22% 257507 0.19 1.00 0.81 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
51315488 7.1520304 100.00% ···· 0.007361160 R· all
51410020 7.1686426 36.17% 2.13% 0.04028728 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
51410833 7.1687778 31.91% ···· 0.04037245 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
51410833 7.1687778 31.91% ···· 0.04032864 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
51414491 7.1691669 34.04% ···· 0.04031271 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
51414491 7.1691669 34.04% ···· 0.04026892 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
51414970 7.1692591 34.04% ···· 0.04035040 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
51414970 7.1692591 34.04% ···· 0.04030107 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
51414951 7.1692607 31.91% ···· 0.04034913 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
51414951 7.1692607 31.91% ···· 0.04030326 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
51414951 7.1692607 31.91% ···· 0.04029203 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
51414951 7.1692607 31.91% ···· 0.04028742 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
51415927 7.1701946 19.15% ···· 0.04074377 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
51415927 7.1701946 19.15% ···· 0.04072685 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
51477995 7.1752848 31.91% ···· 0.04024210 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
51477995 7.1752848 31.91% ···· 0.04022917 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
51477995 7.1752848 31.91% ···· 0.04020377 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
51477995 7.1752848 31.91% ···· 0.04019304 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
51713480 7.1971942 8.51% ···· 0.04416232 RA cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
51713480 7.1971942 8.51% ···· 0.04415016 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
52169292 7.2340011 10.64% 6.38% 0.04320397 ·A cjxl_0.10.1_d0e10E3I100num_threads0
51910860 7.2432847 17.02% 14.89% 0.160861 RA cjxl_0.10.1_d0e10P14I100g3num_threads0
52311694 7.2557521 ····· ···· 0.0672000 ·· cjxl_0.10.1_d0e10E3num_threads0
52526666 7.2851539 ····· ···· 0.06123712 ·· cjxl_0.10.1_d0e10I100num_threads0
52254404 7.2995030 4.26% 2.13% 0.197136 RA cjxl_0.10.1_d0e10P5I100g3num_threads0
52102418 7.3032914 ····· ···· 0.0831649 ·· cjxl_0.10.1_d0e10g3num_threads0
52672859 7.3070776 ····· ···· 0.0906196 ·· cjxl_0.10.1_d0e10num_threads0
52919815 7.3169647 4.26% 4.26% 0.04237648 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
52886268 7.3445606 ····· ···· 0.187257 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
53054491 7.3450372 ····· ···· 0.252957 R· cjxl_0.10.1_d0e9num_threads0
53246231 7.3785318 ····· ···· 0.338765 R· cjxl_0.10.1_d0e8num_threads0
52886272 7.3893388 2.13% ···· 0.211951 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
52886272 7.3893388 2.13% ···· 0.210863 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
53428709 7.4045734 ····· ···· 1.1186 R· cjxl_0.10.1_d0e7num_threads0
52863780 7.4060151 ····· ···· 0.197616 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
52863780 7.4060151 ····· ···· 0.196671 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
53021793 7.4173282 ····· ···· 0.195057 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
53029581 7.4249345 ····· ···· 0.211803 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
53029581 7.4249345 ····· ···· 0.210892 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
53107970 7.4356296 ····· ···· 0.194450 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
54816873 7.5695263 ····· ···· 1.6243 R· cjxl_0.10.1_d0e6num_threads0
55388411 7.6447098 ····· ···· 2.2331 R· cjxl_0.10.1_d0e5num_threads0
55589481 7.7094875 ····· ···· 3.8760 R· cjxl_0.10.1_d0e4num_threads0
56040399 7.7549149 ····· ···· 9.376 R· cjxl_0.10.1_d0e3num_threads0
57081396 7.7649646 4.26% ···· 0.04378640 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
58153528 7.9883518 ····· ···· 0.136698 ·· cwebp_1.3.2_z9
58628982 8.0815714 ····· ···· 1.9457 ·· cwebp_1.3.2_z8
59074816 8.1310046 ····· ···· 2.1501 ·· cwebp_1.3.2_z7
59197800 8.1482918 ····· ···· 3.2329 ·· cwebp_1.3.2_z6
59246044 8.1549704 ····· ···· 4.2376 ·· cwebp_1.3.2_z5
59288402 8.1579154 ····· ···· 4.2575 ·· cwebp_1.3.2_z4
59319536 8.1611329 ····· ···· 4.4987 ·· cwebp_1.3.2_z3
59717860 8.2365388 ····· ···· 6.241 ·· cwebp_1.3.2_z2
60910932 8.4434317 ····· ···· 7.659 ·· cwebp_1.3.2_z1
61919540 8.6028620 ····· ···· 14.75 R· cjxl_0.10.1_d0e2num_threads0
66655446 9.1935145 ····· ···· 21.01 R· cwebp_1.3.2_z0
67811384 9.3392634 ····· ···· 42.35 R· cjxl_0.10.1_d0e1num_threads0
70991751 9.7167453 ····· ···· 0.129579 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
70991751 9.7167453 ····· ···· 0.129103 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
70995290 9.7271661 ····· ···· 0.147733 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
70995290 9.7271661 ····· ···· 0.147297 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
71306934 9.7872091 ····· ···· 0.184980 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
74943499 10.242304 ····· ···· 0.160733 ·· ect_0.9.5_9
74988731 10.247657 ····· ···· 0.236757 ·· ect_0.9.5_8
75051044 10.256973 ····· ···· 0.342238 ·· pingo_0.99_s9low
75110008 10.267520 ····· ···· 0.419110 ·· ect_0.9.5_7
75283970 10.286539 ····· ···· 0.493030 ·· ect_0.9.5_6
75353277 10.295026 ····· ···· 0.559624 ·· pingo_0.99_s8low
75416384 10.303195 ····· ···· 0.615479 ·· ect_0.9.5_5
75489436 10.311809 ····· ···· 0.66421 ·· pingo_0.99_s7low
75489374 10.313844 ····· ···· 0.69438 ·· oxipng_9.0.0_o6a-fast-t1
75502639 10.316230 ····· ···· 0.76288 ·· oxipng_9.0.0_o5a-fast-t1
75503318 10.316667 ····· ···· 0.96222 ·· oxipng_9.0.0_o4a-fast-t1
75522795 10.319692 ····· ···· 1.0731 ·· oxipng_9.0.0_o3a-fast-t1
75641896 10.329672 ····· ···· 0.68133 ·· ect_0.9.5_4
75632906 10.334758 ····· ···· 0.85628 ·· pingo_0.99_s5low
75632914 10.334763 ····· ···· 0.85569 ·· pingo_0.99_s6low
75724826 10.348810 ····· ···· 1.1950 ·· pingo_0.99_s3low
75724826 10.348810 ····· ···· 1.1947 ·· pingo_0.99_s4low
75788228 10.349122 ····· ···· 0.97400 ·· ect_0.9.5_3
75725435 10.349206 ····· ···· 1.1992 ·· pingo_0.99_s2low
75831292 10.363068 ····· ···· 1.2843 ·· pingo_0.99_s1low
76001738 10.363890 ····· ···· 1.6377 ·· oxipng_9.0.0_o2a-fast-t1
76273843 10.395528 ····· ···· 3.5220 ·· oxipng_9.0.0_o1a-fast-t1
76503391 10.420247 ····· ···· 1.4612 ·· ect_0.9.5_2
77034323 10.439539 ····· ···· 0.152679 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
77266532 10.529221 ····· ···· 2.5776 ·· pingo_0.99_s0low
78975768 10.693296 ····· ···· 1.8699 ·· ect_0.9.5_1
80183319 10.822047 ····· ···· 13.50 ·· oxipng_9.0.0_o0a-fast-t1
81039760 10.899141 ····· ···· >1.3e+03 R· original
86983713 12.079605 ····· ···· 0.133460 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
86991204 12.080576 ····· ···· 0.133309 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
87119901 12.092887 ····· ···· 0.132828 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
87119901 12.092887 ····· ···· 0.132752 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
90737062 12.639607 ····· ···· 0.03442621 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
44 100.00% 1.20 100.00% 77261 0.06 1.09 1.22 all
44 100.00% 1.20 100.00% 77261 0.06 1.09 1.22 algorithmic
1 2.27% 0.26 0.49% 6 0.00 1.00 0.37 fractal
27 61.36% 1.14 58.07% 124026 0.10 1.15 0.75 jxl_art
16 36.36% 1.37 41.43% 3173 0.00 1.00 2.06 larip
44 100.00% 1.20 100.00% 77261 0.06 1.09 1.22 visibly_opaque
18 40.91% 1.33 45.11% 129907 0.10 1.00 1.63 DirectClass_sRGB
12 27.27% 1.18 26.64% 88396 0.08 1.00 0.83 DirectClass_sRGB_Alpha
10 22.73% 0.86 16.23% 28 0.00 1.40 0.84 PseudoClass_Gray
4 9.09% 1.59 12.03% 28 0.00 1.00 1.49 PseudoClass_sRGB
23 52.27% 1.24 53.80% 4903 0.00 1.17 1.61 source_imagemagick->exiftool
11 25.00% 1.36 28.13% 109202 0.08 1.00 0.87 source_web
10 22.73% 0.96 18.07% 208550 0.18 1.00 0.69 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
11066655 1.4164303 100.00% ··· 0.01513718 R· all
11428184 1.4751944 40.91% ··· 0.364924 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11432780 1.4767110 31.82% ··· 0.340596 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
11696249 1.5198708 27.27% ··· 0.340197 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11739659 1.5216951 9.09% 4.55% 0.407080 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11739123 1.5221158 34.09% ··· 0.403136 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11753655 1.5223502 36.36% ··· 0.402808 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11746575 1.5226959 34.09% ··· 0.403459 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11759338 1.5229421 36.36% ··· 0.397440 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11758450 1.5231262 27.27% ··· 0.372298 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
11747534 1.5233340 2.27% ··· 0.377055 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
11744269 1.5235819 25.00% ··· 0.374084 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
11764209 1.5237248 27.27% ··· 0.367728 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
11751721 1.5241621 25.00% ··· 0.373443 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
11888539 1.5366223 9.09% ··· 0.201308 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11890784 1.5377553 9.09% ··· 0.195921 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
12113902 1.5652952 9.09% 4.55% 0.1121830 ·A cjxl_0.10.1_d0e10E3I100num_threads0
12220843 1.5816204 ····· ··· 0.207707 ·· cjxl_0.10.1_d0e10E3num_threads0
12076043 1.6010347 27.27% ··· 0.430359 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
12076771 1.6010985 29.55% ··· 0.428451 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
12079535 1.6020215 20.45% ··· 0.398652 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
12080376 1.6020952 22.73% ··· 0.395274 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
12938460 1.6731162 2.27% ··· 0.164828 ·· cjxl_0.10.1_d0e10I100num_threads0
12858662 1.6890374 2.27% 2.27% 0.113723 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
13045113 1.6891144 ····· ··· 0.295765 ·· cjxl_0.10.1_d0e10num_threads0
13179258 1.7084119 ····· ··· 0.654939 R· cjxl_0.10.1_d0e10g3num_threads0
14868855 1.9612589 ····· ··· 0.876445 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
14939687 1.9744489 ····· ··· 0.809741 ·· cjxl_0.10.1_d0e9num_threads0
15041752 1.9945458 ····· ··· 1.18609 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
15172314 2.0329356 2.27% ··· 1.02396 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
15177001 2.0331704 2.27% ··· 1.23708 RA cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
15200226 2.0421336 2.27% ··· 0.848820 ·A cjxl_0.10.1_d0e10P1I100g2num_threads0
15201354 2.0421749 2.27% ··· 0.945783 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
15762551 2.0826381 ····· ··· 0.929351 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
15765728 2.0829307 ····· ··· 1.03285 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
16091410 2.0942631 2.27% ··· 0.125089 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
16802714 2.2121661 ····· ··· 1.4978 R· cjxl_0.10.1_d0e8num_threads0
16764007 2.2407818 ····· ··· 1.02127 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
16811305 2.2453108 ····· ··· 1.02020 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
17607434 2.2963918 6.82% 6.82% 0.607942 ·A cwebp_1.3.2_z9
17915096 2.3440079 4.55% 4.55% 11.222 RA cwebp_1.3.2_z8
18064706 2.3640678 ····· ··· 20.167 R· cwebp_1.3.2_z7
18308282 2.3892661 ····· ··· 22.483 R· cwebp_1.3.2_z6
18545854 2.4239905 ····· ··· 24.47 R· cwebp_1.3.2_z5
18520390 2.4289674 ····· ··· 26.43 R· cwebp_1.3.2_z4
18544670 2.4315378 ····· ··· 26.27 ·· cwebp_1.3.2_z3
18754663 2.4922513 ····· ··· 3.3466 ·· cjxl_0.10.1_d0e7num_threads0
19190586 2.5310736 2.27% 2.27% 29.48 RA cwebp_1.3.2_z2
18996215 2.5529474 ····· ··· 0.726433 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
19002052 2.5535516 ····· ··· 0.827279 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
19346660 2.6019882 ····· ··· 1.10786 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
19350301 2.6027659 ····· ··· 0.897295 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
19734824 2.6427379 2.27% 2.27% 1.63730 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
20085856 2.6939882 ····· ··· 0.884558 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
20920484 2.7352914 2.27% 2.27% 33.23 RA cwebp_1.3.2_z1
21871525 2.8660881 4.55% 4.55% 1.32559 ·A pingo_0.99_s9low
21909516 2.8712785 ····· ··· 1.9223 ·· pingo_0.99_s8low
21929563 2.8761256 ····· ··· 0.561156 ·· ect_0.9.5_9
21937731 2.8771733 ····· ··· 0.869344 ·· ect_0.9.5_8
21960493 2.8783048 ····· ··· 2.5263 ·· pingo_0.99_s7low
21969775 2.8816384 ····· ··· 1.9564 ·· ect_0.9.5_7
21978197 2.8830518 ····· ··· 2.6381 ·· ect_0.9.5_6
22038148 2.8878097 ····· ··· 3.2610 ·· oxipng_9.0.0_o6a-fast-t1
22038319 2.8878393 ····· ··· 3.3278 ·· oxipng_9.0.0_o5a-fast-t1
22017745 2.8886432 ····· ··· 4.7638 ·· ect_0.9.5_5
22054882 2.8896483 ····· ··· 3.5503 ·· oxipng_9.0.0_o4a-fast-t1
22059492 2.8912160 ····· ··· 3.3520 ·· pingo_0.99_s6low
22059828 2.8918535 ····· ··· 3.4336 ·· pingo_0.99_s5low
22066482 2.8954159 ····· ··· 6.5694 ·· ect_0.9.5_4
22093389 2.8968331 ····· ··· 4.1484 ·· oxipng_9.0.0_o3a-fast-t1
22138861 2.9085206 ····· ··· 3.7804 ·· pingo_0.99_s4low
22139009 2.9087715 ····· ··· 3.8005 ·· pingo_0.99_s3low
22139473 2.9096113 ····· ··· 3.8343 ·· pingo_0.99_s2low
22183085 2.9112111 ····· ··· 6.0712 ·· oxipng_9.0.0_o2a-fast-t1
22158235 2.9118664 ····· ··· 8.5790 ·· ect_0.9.5_3
21761129 2.9139782 ····· ··· 3.7300 ·· cjxl_0.10.1_d0e6num_threads0
22202476 2.9207755 ····· ··· 4.1850 ·· pingo_0.99_s1low
22332634 2.9397017 ····· ··· 6.0936 ·· ect_0.9.5_2
22455234 2.9609479 ····· ··· 8.7694 ·· oxipng_9.0.0_o1a-fast-t1
22626802 2.9899659 ····· ··· 5.3775 ·· pingo_0.99_s0low
22429446 3.0320407 ····· ··· 0.410873 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
23924773 3.1381038 ····· ··· 49.83 R· ect_0.9.5_1
23581041 3.1679218 ····· ··· 4.0706 ·· cjxl_0.10.1_d0e5num_threads0
24368018 3.2382679 ····· ··· 22.85 ·· oxipng_9.0.0_o0a-fast-t1
24654708 3.2968325 ····· ··· 0.185575 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
24745595 3.3489327 ····· ··· 0.230524 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
24749373 3.3499543 ····· ··· 0.226493 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
24932724 3.3505242 2.27% 2.27% 0.1658171 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
24538794 3.3951668 ····· ··· 0.119389 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
28049086 3.7061599 ····· ··· 67.92 R· cwebp_1.3.2_z0
29222056 4.0048689 ····· ··· >1.2e+03 R· original
31597495 4.3867891 ····· ··· 6.6538 ·· cjxl_0.10.1_d0e4num_threads0
38365055 5.4414370 ····· ··· 23.51 ·· cjxl_0.10.1_d0e2num_threads0
42299589 5.6558255 ····· ··· 14.35 ·· cjxl_0.10.1_d0e3num_threads0
42402314 6.2071493 ····· ··· 108 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
17 100.00% 1.31 100.00% 2987 0.00 1.00 1.96 all
17 100.00% 1.31 100.00% 2987 0.00 1.00 1.96 algorithmic
1 5.88% 0.26 1.18% 6 0.00 1.00 0.37 fractal
16 94.12% 1.37 98.82% 3173 0.00 1.00 2.06 larip
17 100.00% 1.31 100.00% 2987 0.00 1.00 1.96 visibly_opaque
4 23.53% 2.07 37.32% 12596 0.01 1.00 4.81 DirectClass_sRGB
9 52.94% 0.84 33.99% 31 0.00 1.00 0.90 PseudoClass_Gray
4 23.53% 1.59 28.69% 28 0.00 1.00 1.49 PseudoClass_sRGB
17 100.00% 1.31 100.00% 2987 0.00 1.00 1.96 source_imagemagick->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
662410 0.1692291 100.00% ···· 0.06547631 R· all
784505 0.2102032 17.65% ···· 0.675023 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
786720 0.2106809 5.88% ···· 0.641843 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
788356 0.2125149 ····· ···· 0.636321 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
860286 0.2261109 11.76% ···· 0.76789 R· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
860142 0.2261360 5.88% 5.88% 0.77530 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
860837 0.2262359 11.76% ···· 0.76864 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
861068 0.2265597 11.76% ···· 0.76892 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
862606 0.2266474 ····· ···· 0.72693 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
862852 0.2266682 ····· ···· 0.72313 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
863403 0.2267932 ····· ···· 0.72148 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
863623 0.2271087 ····· ···· 0.71979 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
873652 0.2294683 11.76% ···· 0.75320 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
876283 0.2300345 ····· ···· 0.70648 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
884511 0.2319613 ····· ···· 0.371013 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
887919 0.2327459 ····· ···· 0.363562 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
889888 0.2328288 5.88% ···· 0.80333 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
890616 0.2329940 11.76% ···· 0.79856 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
890973 0.2330500 ····· ···· 0.75534 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
891814 0.2332409 5.88% ···· 0.74665 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
904139 0.2375990 5.88% ···· 2.42221 RA cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
904355 0.2376366 5.88% ···· 1.94619 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
931858 0.2447355 5.88% ···· 0.194730 ·· cjxl_0.10.1_d0e10E3I100num_threads0
938486 0.2464130 ····· ···· 0.369344 ·· cjxl_0.10.1_d0e10E3num_threads0
951834 0.2497161 5.88% ···· 1.69144 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
952815 0.2498923 5.88% ···· 1.49210 ·A cjxl_0.10.1_d0e10P1I100g2num_threads0
1019791 0.2631423 ····· ···· 1.2379 ·· cjxl_0.10.1_d0e10g3num_threads0
1052425 0.2720973 5.88% ···· 0.284468 ·· cjxl_0.10.1_d0e10I100num_threads0
1061736 0.2743837 ····· ···· 0.52379 ·· cjxl_0.10.1_d0e10num_threads0
1067536 0.2773382 ····· ···· 1.95143 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
1068845 0.2777534 ····· ···· 2.43377 R· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1084295 0.2788327 5.88% 5.88% 3.65885 RA cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1096065 0.2828194 ····· ···· 1.7022 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
1098043 0.2833268 ····· ···· 2.3508 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
1111966 0.2871441 ····· ···· 0.197118 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1153063 0.2888967 ····· ···· 0.138264 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1174498 0.2912514 ····· ···· 0.177611 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1176250 0.2919306 ····· ···· 0.176823 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1142051 0.2924372 5.88% ···· 0.210716 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1132924 0.2940439 ····· ···· 1.51521 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
1133076 0.2943024 ····· ···· 1.73574 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1159074 0.2995235 ····· ···· 1.3959 ·· cjxl_0.10.1_d0e9num_threads0
1227116 0.3031926 ····· ···· 0.161877 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1228864 0.3033805 17.65% 17.65% 0.80713 ·A cwebp_1.3.2_z9
1189836 0.3048162 ····· ···· 0.196648 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
1241926 0.3199645 ····· ···· 2.5733 ·· cjxl_0.10.1_d0e8num_threads0
1395734 0.3416872 11.76% 11.76% 24.23 RA cwebp_1.3.2_z8
1349951 0.3479884 ····· ···· 5.503 ·· cjxl_0.10.1_d0e7num_threads0
1432699 0.3534493 11.76% 11.76% 2.6067 ·A pingo_0.99_s9low
1433574 0.3537576 ····· ···· 3.676 ·· pingo_0.99_s8low
1436437 0.3546053 ····· ···· 4.811 ·· pingo_0.99_s7low
1453950 0.3596753 ····· ···· 44.72 R· cwebp_1.3.2_z7
1457198 0.3600066 ····· ···· 6.292 ·· pingo_0.99_s6low
1457222 0.3600506 ····· ···· 6.480 ·· pingo_0.99_s5low
1469193 0.3637325 ····· ···· 6.900 ·· pingo_0.99_s4low
1469217 0.3637765 ····· ···· 6.940 ·· pingo_0.99_s3low
1469255 0.3638486 ····· ···· 6.994 ·· pingo_0.99_s2low
1431023 0.3644532 ····· ···· 1.70673 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
1474310 0.3653584 ····· ···· 7.309 ·· pingo_0.99_s1low
1434208 0.3654263 ····· ···· 1.91796 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1498688 0.3697397 ····· ···· 6.819 ·· oxipng_9.0.0_o5a-fast-t1
1498688 0.3697397 ····· ···· 6.722 ·· oxipng_9.0.0_o6a-fast-t1
1512702 0.3727275 ····· ···· 7.184 ·· oxipng_9.0.0_o4a-fast-t1
1515788 0.3729622 ····· ···· 1.0979 ·· ect_0.9.5_9
1515839 0.3730001 ····· ···· 1.6951 ·· ect_0.9.5_8
1516535 0.3732798 ····· ···· 5.384 ·· ect_0.9.5_6
1516721 0.3733391 ····· ···· 3.948 ·· ect_0.9.5_7
1517055 0.3735023 ····· ···· 9.892 ·· ect_0.9.5_5
1517867 0.3737978 ····· ···· 13.95 ·· ect_0.9.5_4
1518013 0.3741574 ····· ···· 8.194 ·· oxipng_9.0.0_o3a-fast-t1
1520536 0.3757676 ····· ···· 18.54 ·· ect_0.9.5_3
1534043 0.3779818 ····· ···· 12.18 ·· oxipng_9.0.0_o2a-fast-t1
1488882 0.3783056 ····· ···· 0.69690 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1542474 0.3800849 ····· ···· 49.18 R· cwebp_1.3.2_z6
1558738 0.3840994 ····· ···· 8.330 ·· pingo_0.99_s0low
1562004 0.3858200 ····· ···· 15.80 ·· oxipng_9.0.0_o1a-fast-t1
1574518 0.3884037 ····· ···· 11.31 ·· ect_0.9.5_2
1511270 0.4008504 ····· ···· 1.92866 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
1518065 0.4022012 ····· ···· 1.93896 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
1636700 0.4045576 ····· ···· 56.8 R· cwebp_1.3.2_z4
1636624 0.4045695 ····· ···· 52.6 ·· cwebp_1.3.2_z5
1636616 0.4053383 ····· ···· 56.1 ·· cwebp_1.3.2_z3
1698539 0.4192348 ····· ···· 27.2 ·· oxipng_9.0.0_o0a-fast-t1
1742380 0.4265679 ····· ···· 108 R· ect_0.9.5_1
1721360 0.4324700 5.88% 5.88% 62.1 ·A cwebp_1.3.2_z2
1815142 0.4462241 ····· ···· >1.3e+03 R· original
1786160 0.4659451 ····· ···· 5.910 ·· cjxl_0.10.1_d0e6num_threads0
2099923 0.5633215 ····· ···· 6.187 ·· cjxl_0.10.1_d0e5num_threads0
2323870 0.5789998 ····· ···· 117 ·· cwebp_1.3.2_z0
2462778 0.6037896 ····· ···· 67.11 ·· cwebp_1.3.2_z1
2410026 0.6751055 ····· ···· 36.3 ·· cjxl_0.10.1_d0e2num_threads0
2472549 0.6831800 ····· ···· 10.74 ·· cjxl_0.10.1_d0e4num_threads0
2876861 0.7640680 ····· ···· 1.6649 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
2994137 1.128530 ····· ···· 169 ·· cjxl_0.10.1_d0e1num_threads0
10178058 2.630350 ····· ···· 21.53 ·· cjxl_0.10.1_d0e3num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
27 100.00% 1.14 100.00% 124026 0.10 1.15 0.75 all
27 100.00% 1.14 100.00% 124026 0.10 1.15 0.75 algorithmic
27 100.00% 1.14 100.00% 124026 0.10 1.15 0.75 jxl_art
27 100.00% 1.14 100.00% 124026 0.10 1.15 0.75 visibly_opaque
14 51.85% 1.12 50.73% 163425 0.13 1.00 0.72 DirectClass_sRGB
12 44.44% 1.18 45.87% 88396 0.08 1.00 0.83 DirectClass_sRGB_Alpha
1 3.70% 1.05 3.41% 2 0.00 4.98 0.25 PseudoClass_Gray
6 22.22% 1.05 20.44% 10331 0.01 1.66 0.63 source_imagemagick->exiftool
11 40.74% 1.36 48.44% 109202 0.08 1.00 0.87 source_web
10 37.04% 0.96 31.12% 208550 0.18 1.00 0.69 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
10404245 2.2017051 100.00% ··· 0.01045647 R· all
10643679 2.2716703 55.56% ··· 0.169676 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
10646060 2.2738411 48.15% ··· 0.150923 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10885686 2.3373516 51.85% ··· 0.173441 RA cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10879517 2.3374175 11.11% 3.70% 0.175235 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10878837 2.3381189 48.15% ··· 0.173478 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10892587 2.3382183 51.85% ··· 0.172290 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10887926 2.3382706 44.44% ··· 0.154442 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10885738 2.3389856 48.15% ··· 0.173531 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
10894827 2.3391373 44.44% ··· 0.153505 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10884928 2.3397663 3.70% ··· 0.156763 ·· cjxl_0.10.1_d0e10E3I99g3num_threads0
10881417 2.3401572 40.74% ··· 0.154313 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10888318 2.3410239 40.74% ··· 0.154307 ·· cjxl_0.10.1_d0e10E3I100g3num_threads0
10907893 2.3430209 44.44% ··· 0.153748 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11004028 2.3580755 14.81% ··· 0.0944572 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11002865 2.3594279 14.81% ··· 0.0903703 ·· cjxl_0.10.1_d0e10E3I100g2num_threads0
11182044 2.3967587 11.11% 7.41% 0.0602090 ·A cjxl_0.10.1_d0e10E3I100num_threads0
11282357 2.4223066 ····· ··· 0.105935 ·· cjxl_0.10.1_d0e10E3num_threads0
11186155 2.4624977 40.74% ··· 0.195528 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11186155 2.4624977 40.74% ··· 0.195421 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11188562 2.4639664 33.33% ··· 0.174073 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11188562 2.4639664 33.33% ··· 0.174037 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11886035 2.5552392 ····· ··· 0.0894994 ·· cjxl_0.10.1_d0e10I100num_threads0
11668826 2.5605841 3.70% 3.70% 0.0615106 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
11983377 2.5798708 ····· ··· 0.152194 ·· cjxl_0.10.1_d0e10num_threads0
12159467 2.6183964 ····· ··· 0.287875 R· cjxl_0.10.1_d0e10g3num_threads0
13772790 3.0180542 ····· ··· 0.356540 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
13780613 3.0290316 ····· ··· 0.440705 R· cjxl_0.10.1_d0e9num_threads0
13943709 3.0719799 ····· ··· 0.452755 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
14267959 3.1633091 ····· ··· 0.443302 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
14272862 3.1637153 ····· ··· 0.490885 R· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
14331520 3.1643224 ····· ··· 0.475559 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
14331528 3.1644583 ····· ··· 0.439886 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
14247411 3.1705819 ····· ··· 0.443793 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
14249520 3.1707601 ····· ··· 0.476296 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
14949359 3.2287461 ····· ··· 0.0711759 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
15252737 3.3992571 ····· ··· 0.449951 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
15560788 3.4035523 ····· ··· 0.82069 R· cjxl_0.10.1_d0e8num_threads0
15293240 3.4057873 ····· ··· 0.441727 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
16378570 3.5512508 ····· ··· 0.482527 ·· cwebp_1.3.2_z9
16519362 3.6047283 ····· ··· 3.0343 R· cwebp_1.3.2_z8
16610756 3.6260927 ····· ··· 4.7090 R· cwebp_1.3.2_z7
16765808 3.6543062 ····· ··· 5.672 R· cwebp_1.3.2_z6
16909230 3.6954779 ····· ··· 6.775 R· cwebp_1.3.2_z5
16883690 3.7035958 ····· ··· 7.343 R· cwebp_1.3.2_z4
16908054 3.7072930 ····· ··· 7.493 R· cwebp_1.3.2_z3
17404712 3.8423428 ····· ··· 1.9888 ·· cjxl_0.10.1_d0e7num_threads0
17469226 3.8524166 ····· ··· 8.937 R· cwebp_1.3.2_z2
17208995 3.9091231 ····· ··· 0.393229 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
17863291 3.9752200 ····· ··· 0.229795 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
17868976 3.9760418 ····· ··· 0.255284 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
18277815 4.0653953 ····· ··· 0.273020 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
18282765 4.0669241 ····· ··· 0.233582 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
18457706 4.0773480 3.70% 3.70% 11.90 RA cwebp_1.3.2_z1
18650529 4.1311226 ····· ··· 0.364474 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
20438826 4.4481199 ····· ··· 0.51899 ·· pingo_0.99_s9low
20413775 4.4521914 ····· ··· 0.223203 ·· ect_0.9.5_9
20421892 4.4538749 ····· ··· 0.349404 ·· ect_0.9.5_8
19974969 4.4553324 ····· ··· 2.3575 ·· cjxl_0.10.1_d0e6num_threads0
20475942 4.4563843 ····· ··· 0.81831 ·· pingo_0.99_s8low
20453054 4.4609380 ····· ··· 0.70230 ·· ect_0.9.5_7
20461662 4.4632786 ····· ··· 0.90932 ·· ect_0.9.5_6
20524056 4.4673007 ····· ··· 1.0877 ·· pingo_0.99_s7low
20500690 4.4722504 ····· ··· 1.5347 ·· ect_0.9.5_5
20539460 4.4732611 ····· ··· 1.0816 ·· oxipng_9.0.0_o6a-fast-t1
20539631 4.4733094 ····· ··· 1.1296 ·· oxipng_9.0.0_o5a-fast-t1
20542180 4.4743762 ····· ··· 1.2623 ·· oxipng_9.0.0_o4a-fast-t1
20548615 4.4831013 ····· ··· 1.9238 ·· ect_0.9.5_4
20602294 4.4849404 ····· ··· 1.5012 ·· pingo_0.99_s6low
20575376 4.4851845 ····· ··· 1.6009 ·· oxipng_9.0.0_o3a-fast-t1
20602606 4.4859517 ····· ··· 1.5157 ·· pingo_0.99_s5low
20649042 4.5062074 ····· ··· 2.2222 ·· oxipng_9.0.0_o2a-fast-t1
20637699 4.5086694 ····· ··· 2.3087 ·· ect_0.9.5_3
20669668 4.5107947 ····· ··· 1.8165 ·· pingo_0.99_s4low
20669792 4.5111758 ····· ··· 1.8238 ·· pingo_0.99_s3low
20670218 4.5124989 ····· ··· 1.8451 ·· pingo_0.99_s2low
20728166 4.5297419 ····· ··· 2.2178 ·· pingo_0.99_s1low
20758116 4.5460746 ····· ··· 2.8106 ·· ect_0.9.5_2
20893230 4.5823247 ····· ··· 4.341 ·· oxipng_9.0.0_o1a-fast-t1
21068064 4.6306966 ····· ··· 3.5185 ·· pingo_0.99_s0low
20940564 4.7029109 ····· ··· 0.230783 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
21481118 4.8078553 ····· ··· 2.7379 ·· cjxl_0.10.1_d0e5num_threads0
22182393 4.8453672 ····· ··· 12.94 R· ect_0.9.5_1
22669479 5.0132148 ····· ··· 20.08 R· oxipng_9.0.0_o0a-fast-t1
23427592 5.1817169 ····· ··· 0.200497 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
23571097 5.2741395 ····· ··· 0.263839 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
23573123 5.2753766 ····· ··· 0.257766 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
23779661 5.2782155 3.70% 3.70% 0.183165 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
23426828 5.3520700 ····· ··· 0.0704495 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
25725216 5.6751125 ····· ··· 36.94 R· cwebp_1.3.2_z0
27406914 6.2454972 ····· ··· >1.1e+03 R· original
29124946 6.7186911 ····· ··· 4.082 ·· cjxl_0.10.1_d0e4num_threads0
32121531 7.5607547 ····· ··· 9.826 ·· cjxl_0.10.1_d0e3num_threads0
35955029 8.4424606 ····· ··· 15.45 ·· cjxl_0.10.1_d0e2num_threads0
39408177 9.4047987 ····· ··· 69.5 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
21 100.00% 1.42 100.00% 131078 0.11 0.99 0.90 all
1 4.76% 2.07 6.95% 85479 0.04 1.00 0.96 glitch
21 100.00% 1.42 100.00% 131078 0.11 0.99 0.90 mixed
21 100.00% 1.42 100.00% 131078 0.11 0.99 0.90 visibly_opaque
18 85.71% 1.34 80.88% 121993 0.11 0.99 0.85 DirectClass_sRGB
3 14.29% 1.90 19.12% 185586 0.10 1.00 1.23 DirectClass_sRGB_Alpha
1 4.76% 1.17 3.91% 26611 0.02 1.00 2.11 source_gimp->exiftool
1 4.76% 0.43 1.44% 72842 0.17 1.00 0.80 source_gnome_screenshot->exiftool
18 85.71% 1.34 80.88% 121993 0.11 0.99 0.85 source_imagemagick->exiftool
1 4.76% 4.11 13.77% 457306 0.11 1.00 0.78 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
14753351 3.7795585 100.00% ···· 0.006828908 R· all
14783119 3.7928133 19.05% 4.76% 0.0576629 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14789469 3.7943763 14.29% ···· 0.0597106 R· cjxl_0.10.1_d0e10E3I100g3num_threads0
14791306 3.7948373 14.29% ···· 0.0597139 R· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14791525 3.7949485 33.33% 19.05% 0.0600107 RA cjxl_0.10.1_d0e10E3I99g3num_threads0
14790623 3.7965936 19.05% ···· 0.0600096 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14791511 3.7968815 23.81% 4.76% 0.0601266 RA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14796745 3.8020517 14.29% ···· 0.0572470 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14958969 3.8311151 19.05% ···· 0.0581302 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14958969 3.8311151 19.05% ···· 0.0580946 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14961990 3.8319215 14.29% ···· 0.0595663 ·· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14960581 3.8334165 23.81% ···· 0.0583443 ·· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14960581 3.8334165 23.81% ···· 0.0583442 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14962707 3.8381305 19.05% ···· 0.0562228 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
15001640 3.8401507 19.05% 14.29% 0.0521513 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
15192517 3.8806562 9.52% 4.76% 0.0510131 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
15227124 3.8857680 4.76% ···· 0.0449058 ·· cjxl_0.10.1_d0e10E3I100num_threads0
15342146 3.9180055 ····· ···· 0.0719441 R· cjxl_0.10.1_d0e10E3num_threads0
15575085 3.9807645 ····· ···· 0.135020 R· cjxl_0.10.1_d0e10g3num_threads0
15664690 3.9864795 ····· ···· 0.0648597 ·· cjxl_0.10.1_d0e10I100num_threads0
15768288 4.0157033 ····· ···· 0.0986413 ·· cjxl_0.10.1_d0e10num_threads0
15781974 4.0188671 9.52% 4.76% 0.0511293 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
15729455 4.0216116 ····· ···· 0.261396 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
15830076 4.0617645 ····· ···· 0.329280 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
16059933 4.0847630 ····· ···· 0.32584 ·· cjxl_0.10.1_d0e9num_threads0
16184295 4.1237856 ····· ···· 0.53983 R· cjxl_0.10.1_d0e8num_threads0
15100035 4.1356543 14.29% ···· 0.0584935 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
15103104 4.1384316 14.29% ···· 0.0584361 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
15284936 4.1753032 14.29% ···· 0.0573603 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
15288005 4.1780805 14.29% ···· 0.0573440 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
16435079 4.1882500 ····· ···· 1.4903 R· cjxl_0.10.1_d0e7num_threads0
16274148 4.1932827 ····· ···· 0.298622 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
16309269 4.1989371 ····· ···· 0.323391 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
16328981 4.2210231 ····· ···· 0.307733 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
16508496 4.2511721 ····· ···· 0.287056 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
16520745 4.2518184 ····· ···· 0.315528 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
16545601 4.2724882 ····· ···· 0.297373 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
16671842 4.3272793 ····· ···· 0.315922 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
17113570 4.3660739 ····· ···· 1.9677 R· cjxl_0.10.1_d0e6num_threads0
16820699 4.3688626 ····· ···· 0.310600 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
17427267 4.4334730 ····· ···· 0.290219 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
17517561 4.4679523 ····· ···· 2.4584 R· cjxl_0.10.1_d0e5num_threads0
17542596 4.5629307 ····· ···· 0.194534 ·· cwebp_1.3.2_z9
17905486 4.6311974 ····· ···· 2.2568 ·· cwebp_1.3.2_z7
17872144 4.6447350 ····· ···· 1.7036 ·· cwebp_1.3.2_z8
17976214 4.6485207 ····· ···· 3.0256 R· cwebp_1.3.2_z6
18126664 4.6749103 ····· ···· 3.691 R· cwebp_1.3.2_z5
18143392 4.6928874 ····· ···· 3.765 R· cwebp_1.3.2_z4
18170708 4.6992228 ····· ···· 3.903 R· cwebp_1.3.2_z3
17991511 4.8556985 ····· ···· 0.0529120 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
19372840 4.8874760 ····· ···· 3.630 ·· cjxl_0.10.1_d0e4num_threads0
19044832 4.9424192 ····· ···· 5.265 R· cwebp_1.3.2_z2
20106558 5.0970698 ····· ···· 0.170819 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
20162201 5.1102720 ····· ···· 0.171715 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
20162394 5.1109237 ····· ···· 0.171106 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
19661286 5.1156517 ····· ···· 7.724 R· cwebp_1.3.2_z1
20263453 5.1314383 ····· ···· 0.171981 ·· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
20315322 5.1811898 ····· ···· 0.254137 ·· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
21323295 5.4115054 ····· ···· 9.374 R· cjxl_0.10.1_d0e3num_threads0
21732570 5.6728536 ····· ···· 24.75 R· cwebp_1.3.2_z0
22681931 5.7080669 ····· ···· 14.86 ·· cjxl_0.10.1_d0e2num_threads0
23441582 6.0203266 ····· ···· 0.37769 ·· pingo_0.99_s9low
23533755 6.0239577 ····· ···· 0.156477 ·· ect_0.9.5_9
23537723 6.0253497 ····· ···· 0.237369 ·· ect_0.9.5_8
23479244 6.0319757 ····· ···· 0.65123 ·· pingo_0.99_s8low
23551988 6.0330688 ····· ···· 0.47951 ·· ect_0.9.5_7
23573215 6.0441806 ····· ···· 0.60550 ·· ect_0.9.5_6
23527465 6.0451979 ····· ···· 0.83405 ·· pingo_0.99_s7low
23610742 6.0594897 ····· ···· 0.87517 ·· ect_0.9.5_5
23685272 6.0721511 ····· ···· 1.0923 ·· pingo_0.99_s5low
23668109 6.0747822 ····· ···· 1.0406 ·· ect_0.9.5_4
23685709 6.0770683 ····· ···· 1.0913 ·· pingo_0.99_s6low
23715104 6.0771873 ····· ···· 0.84482 ·· oxipng_9.0.0_o5a-fast-t1
23715104 6.0771873 ····· ···· 0.79699 ·· oxipng_9.0.0_o6a-fast-t1
23715466 6.0812606 ····· ···· 0.98685 ·· oxipng_9.0.0_o4a-fast-t1
23741773 6.0887311 ····· ···· 1.2592 ·· oxipng_9.0.0_o3a-fast-t1
23774830 6.1038604 ····· ···· 1.4176 ·· pingo_0.99_s3low
23775381 6.1100604 ····· ···· 1.4131 ·· pingo_0.99_s4low
23775605 6.1125808 ····· ···· 1.4304 ·· pingo_0.99_s2low
23781286 6.1126308 ····· ···· 1.2749 ·· ect_0.9.5_3
23936998 6.1287541 ····· ···· 1.7730 ·· oxipng_9.0.0_o2a-fast-t1
23825064 6.1297346 ····· ···· 1.6511 ·· pingo_0.99_s1low
22612060 6.1738253 ····· ···· 0.212659 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
24035419 6.1738877 ····· ···· 1.7610 ·· ect_0.9.5_2
24207927 6.1913684 ····· ···· 52.8 R· cjxl_0.10.1_d0e1num_threads0
24412579 6.2584301 ····· ···· 3.096 ·· pingo_0.99_s0low
24388209 6.2769314 ····· ···· 3.740 ·· oxipng_9.0.0_o1a-fast-t1
24120787 6.3103495 ····· ···· 0.217942 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
24194905 6.3194185 4.76% ···· 0.0526363 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
24237706 6.4117069 ····· ···· 0.197657 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
25072183 6.4375445 ····· ···· 4.678 ·· ect_0.9.5_1
25869121 6.6424357 ····· ···· 16.91 ·· oxipng_9.0.0_o0a-fast-t1
24113971 6.7466861 ····· ···· 0.300837 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
24146882 6.7544997 ····· ···· 0.306435 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
26961242 6.9768894 ····· ···· >1.4e+03 R· original
contents | single-extra > here
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
21 100.00% 0.99 100.00% 62692 0.08 1.01 0.97 all
21 100.00% 0.99 100.00% 62692 0.08 1.01 0.97 misc
19 90.48% 1.05 96.11% 63377 0.08 1.01 0.97 visibly_opaque
2 9.52% 0.40 3.89% 56192 0.13 1.00 1.00 visibly_transparent
12 57.14% 1.15 66.96% 83692 0.10 1.02 0.81 DirectClass_sRGB
5 23.81% 0.57 13.69% 62377 0.11 1.00 1.35 DirectClass_sRGB_Alpha
3 14.29% 1.29 18.75% 113 0.00 1.00 0.83 PseudoClass_Gray
1 4.76% 0.13 0.61% 14 0.00 1.00 1.52 PseudoClass_sRGB
16 76.19% 1.06 82.27% 69400 0.09 1.02 0.87 source_imagemagick->exiftool
1 4.76% 1.50 7.25% 6552 0.00 1.00 0.84 source_sdl
2 9.52% 0.26 2.52% 5932 0.02 1.00 1.59 source_web
2 9.52% 0.82 7.96% 93857 0.13 1.00 1.27 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
8944748 4.1698935 100.00% ··· 0.01359211 R· all
9232063 4.2886371 19.05% ··· 0.116831 R· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
9235292 4.2900015 23.81% 4.76% 0.117411 RA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
9235719 4.2907781 19.05% ··· 0.116703 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
9238236 4.3009886 19.05% ··· 0.132447 R· cjxl_0.10.1_d0e10E3I99g3num_threads0
9238480 4.3011704 19.05% ··· 0.132793 R· cjxl_0.10.1_d0e10E3I100g3num_threads0
9239576 4.3018123 19.05% ··· 0.133002 R· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
9234398 4.3019325 23.81% ··· 0.0945501 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
9251815 4.3025169 23.81% ··· 0.0913154 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
9235302 4.3073872 28.57% 4.76% 0.114750 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
9220421 4.3083104 28.57% ··· 0.133461 RA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
9247932 4.3147838 23.81% ··· 0.113090 ·· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
9244996 4.3259175 28.57% ··· 0.0942131 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
9251756 4.3266613 28.57% ··· 0.133573 R· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
9391042 4.3622344 14.29% ··· 0.104504 ·· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
9413014 4.3656900 4.76% ··· 0.0798837 ·· cjxl_0.10.1_d0e10E3I100num_threads0
9393256 4.3741260 14.29% ··· 0.108898 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
9471657 4.4050523 ····· ··· 0.137104 R· cjxl_0.10.1_d0e10E3num_threads0
9697248 4.4135265 14.29% ··· 0.125163 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
9698302 4.4137942 14.29% ··· 0.125188 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
9703667 4.4253400 14.29% ··· 0.141218 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
9704721 4.4256077 14.29% ··· 0.141349 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
9727462 4.4664584 ····· ··· 0.0866621 ·· cjxl_0.10.1_d0e10E3I100g0num_threads0
10115383 4.7449600 ····· ··· 0.118703 ·· cjxl_0.10.1_d0e10I100num_threads0
10668768 4.7661567 4.76% ··· 0.0912070 ·· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
10184879 4.7891826 ····· ··· 0.188397 R· cjxl_0.10.1_d0e10num_threads0
10420064 4.8150089 14.29% 4.76% 0.31164 RA cwebp_1.3.2_z9
10210464 4.8234441 ····· ··· 0.267277 ·· cjxl_0.10.1_d0e10g3num_threads0
10519104 4.8685603 9.52% ··· 6.061 RA cwebp_1.3.2_z7
10529512 4.8699978 14.29% ··· 3.5034 ·· cwebp_1.3.2_z8
10580226 4.8903361 4.76% ··· 7.335 R· cwebp_1.3.2_z6
10609518 4.9014384 4.76% ··· 8.831 R· cwebp_1.3.2_z5
10617968 4.9148899 4.76% ··· 9.259 R· cwebp_1.3.2_z4
10622112 4.9213380 4.76% ··· 9.121 ·· cwebp_1.3.2_z3
10978106 5.1129597 ····· ··· 0.478692 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
10930923 5.1146548 ····· ··· 0.499795 ·· cjxl_0.10.1_d0e10P5I100g3num_threads0
11023072 5.1182549 ····· ··· 0.524549 ·· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
10982113 5.1300331 ····· ··· 0.40273 ·· cjxl_0.10.1_d0e10P14I100g3num_threads0
11089761 5.1672817 ····· ··· 0.473743 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
11032124 5.1695876 9.52% ··· 12.04 R· cwebp_1.3.2_z2
11132048 5.1707335 ····· ··· 0.511111 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
11118789 5.1897138 ····· ··· 0.54192 ·· cjxl_0.10.1_d0e9num_threads0
11219451 5.2978444 ····· ··· 0.506046 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
11253423 5.2985829 ····· ··· 0.537525 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
11363336 5.3264696 ····· ··· 0.96977 ·· cjxl_0.10.1_d0e8num_threads0
11356926 5.3555598 4.76% ··· 15.04 R· cwebp_1.3.2_z1
11937566 5.3991754 4.76% ··· 0.273331 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
11974405 5.4285128 ····· ··· 0.266549 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
12001210 5.4304233 4.76% ··· 0.286650 ·A cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
11992798 5.4338142 ····· ··· 0.280164 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
12002443 5.4551021 4.76% 4.76% 0.493487 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
11568980 5.4627282 ····· ··· 0.468800 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
11688569 5.5427735 ····· ··· 0.468555 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
12485669 5.5792290 ····· ··· 0.248670 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
12065781 5.6159531 ····· ··· 2.2821 ·· cjxl_0.10.1_d0e7num_threads0
12674737 5.8503940 ····· ··· 0.253148 ·· ect_0.9.5_9
12678233 5.8518017 ····· ··· 0.38039 ·· ect_0.9.5_8
12695478 5.8577153 ····· ··· 0.58060 ·· pingo_0.99_s9low
12686965 5.8583138 ····· ··· 0.76197 ·· ect_0.9.5_7
13005504 5.8685426 ····· ··· 0.0931079 ·· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
12726196 5.8685795 ····· ··· 0.96356 ·· ect_0.9.5_6
12735816 5.8724193 ····· ··· 0.92963 ·· pingo_0.99_s8low
12760037 5.8806755 ····· ··· 1.6456 ·· ect_0.9.5_5
12757546 5.8819687 ····· ··· 1.5449 ·· oxipng_9.0.0_o4a-fast-t1
12764637 5.8850567 ····· ··· 1.3712 ·· oxipng_9.0.0_o5a-fast-t1
12764637 5.8850567 ····· ··· 1.3064 ·· oxipng_9.0.0_o6a-fast-t1
12778007 5.8883729 ····· ··· 1.9157 ·· oxipng_9.0.0_o3a-fast-t1
12749826 5.8920147 ····· ··· 2.783 ·· cjxl_0.10.1_d0e6num_threads0
12801954 5.8959487 ····· ··· 1.3857 ·· pingo_0.99_s7low
12816559 5.9001228 ····· ··· 1.6059 ·· pingo_0.99_s6low
12816572 5.9001468 ····· ··· 1.6755 ·· pingo_0.99_s5low
12822781 5.9064878 ····· ··· 2.926 ·· oxipng_9.0.0_o2a-fast-t1
12870105 5.9302446 ····· ··· 1.8838 ·· pingo_0.99_s4low
12870107 5.9302504 ····· ··· 1.8910 ·· pingo_0.99_s3low
12814058 5.9310002 ····· ··· 2.2295 ·· ect_0.9.5_4
12870893 5.9316127 ····· ··· 1.9648 ·· pingo_0.99_s2low
12863823 5.9541489 ····· ··· 2.8448 ·· ect_0.9.5_3
12942606 5.9572908 ····· ··· 2.2931 ·· pingo_0.99_s1low
12917832 5.9580094 ····· ··· 3.3133 ·· ect_0.9.5_2
13144571 6.0183852 ····· ··· 3.847 ·· pingo_0.99_s0low
13038163 6.0278523 ····· ··· 5.154 ·· oxipng_9.0.0_o1a-fast-t1
13058317 6.0360170 ····· ··· 3.293 ·· cjxl_0.10.1_d0e5num_threads0
13483395 6.1958258 ····· ··· 11.58 ·· ect_0.9.5_1
13036734 6.2098560 ····· ··· 0.44997 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
13826711 6.3289527 ····· ··· 16.28 R· oxipng_9.0.0_o0a-fast-t1
14092920 6.3598535 ····· ··· 0.312786 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
14129438 6.4005795 ····· ··· 0.315736 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
14213270 6.4317736 ····· ··· 0.341799 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
14249141 6.4601602 ····· ··· 0.334617 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
14867572 6.4658653 ····· ··· 31.0 R· cwebp_1.3.2_z0
14124545 6.5190840 ····· ··· >9.9e+02 R· original
14613192 6.7482757 ····· ··· 4.960 ·· cjxl_0.10.1_d0e4num_threads0
16079170 7.6634188 ····· ··· 11.16 ·· cjxl_0.10.1_d0e3num_threads0
17442854 7.7957572 ····· ··· 17.15 ·· cjxl_0.10.1_d0e2num_threads0
18873968 8.4227463 ····· ··· 55.8 ·· cjxl_0.10.1_d0e1num_threads0
contents | single-extra > here
patches/no patches (mean) patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean) images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag | share | share | colors/px (mean) tag
95 100.00% 1.51 100.00% 100901 0.10 1.00 0.93 all 2 2.11% 0.92 1.29% 16480 0.02 1.00 0.75 thumbnail
18 18.95% 1.57 19.73% 194320 0.19 1.00 1.03 album_art 3 3.16% 4.39 9.19% 7306 0.00 1.00 0.75 vector
3 3.16% 1.82 3.81% 116147 0.06 1.00 0.85 blend 88 92.63% 1.44 88.17% 103518 0.10 0.99 0.94 visibly_opaque
1 1.05% 0.08 0.06% 45979 0.57 1.00 0.82 boxed 7 7.37% 2.42 11.83% 68006 0.06 1.00 0.86 visibly_transparent
12 12.63% 1.93 16.18% 15617 0.01 0.96 0.96 chart 64 67.37% 1.38 61.48% 111904 0.11 0.99 0.85 DirectClass_sRGB
5 5.26% 1.96 6.82% 74477 0.04 1.00 0.81 comic 22 23.16% 1.82 27.94% 110107 0.11 0.99 1.17 DirectClass_sRGB_Alpha
3 3.16% 1.12 2.33% 25396 0.03 1.00 0.88 dither_mean 7 7.37% 1.96 9.59% 181 0.00 1.00 0.84 PseudoClass_Gray
1 1.05% 1.36 0.95% 181677 0.13 1.00 0.84 edit 2 2.11% 0.71 0.99% 45 0.00 1.01 1.28 PseudoClass_sRGB
1 1.05% 2.07 1.45% 85479 0.04 1.00 0.96 glitch 1 1.05% 0.92 0.64% 29867 0.03 1.00 0.75 source_gimp
2 2.11% 1.72 2.39% 146688 0.09 1.00 0.80 gregstump 1 1.05% 1.17 0.81% 26611 0.02 1.00 2.11 source_gimp->exiftool
2 2.11% 0.83 1.16% 23118 0.28 1.00 0.82 lossy 1 1.05% 0.43 0.30% 72842 0.17 1.00 0.80 source_gnome_screenshot->exiftool
21 22.11% 0.99 14.43% 62692 0.08 1.01 0.97 misc 66 69.47% 1.49 68.40% 78518 0.08 1.00 0.86 source_imagemagick->exiftool
21 22.11% 1.42 20.82% 131078 0.11 0.99 0.90 mixed 2 2.11% 1.79 2.49% 59126 0.03 1.00 0.80 source_sdl
6 6.32% 2.39 9.99% 31417 0.08 1.00 0.82 optical_illusion 18 18.95% 1.57 19.73% 194320 0.19 1.00 1.03 source_unknown->exiftool
1 1.05% 0.08 0.06% 45979 0.57 1.00 0.82 painting 2 2.11% 0.26 0.36% 5932 0.02 1.00 1.59 source_web
2 2.11% 0.40 0.56% 46824 0.13 1.00 0.92 stereogram 4 4.21% 2.60 7.26% 161544 0.09 0.96 1.13 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
67805456 4.4182431 100.00% ··· 0.0048832751 R· all
69957665 4.5690255 13.68% ··· 0.1033125 R· cjxl_0.10.1_d0e10E3I100g3num_threads0
69960840 4.5693214 24.21% 5.26% 0.1060307 RA cjxl_0.10.1_d0e10E3I99g3num_threads0
69954995 4.5694226 14.74% ··· 0.1029403 ·· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
69950081 4.5703044 22.11% 1.05% 0.1045288 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
69944833 4.5716502 17.89% ··· 0.07897199 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
69949232 4.5733010 18.95% ··· 0.1047553 ·· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
69942986 4.5752074 21.05% 1.05% 0.07907792 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
70159483 4.5755850 13.68% ··· 0.1001444 ·· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
70167170 4.5761738 22.11% 3.16% 0.1023029 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
70162493 4.5765061 14.74% ··· 0.1004338 ·· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
70176595 4.5795863 21.05% 1.05% 0.09882702 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
70151352 4.5798937 18.95% 1.05% 0.09835779 ·A cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
70175628 4.5813698 16.84% ··· 0.08032598 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
70797737 4.6451149 13.68% 3.16% 0.08526081 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
71037806 4.6531193 11.58% 1.05% 0.07867656 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
71362050 4.6977941 10.53% ··· 0.1335201 R· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
71413678 4.7000900 10.53% ··· 0.1378910 RA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
71600109 4.7056469 9.47% ··· 0.1313667 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
71651467 4.7079559 9.47% ··· 0.1276045 ·· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
72225696 4.7496450 6.32% 4.21% 0.06395717 ·A cjxl_0.10.1_d0e10E3I100num_threads0
72679254 4.7868946 ····· ··· 0.1049647 ·· cjxl_0.10.1_d0e10E3num_threads0
74818982 4.9274758 ····· ··· 0.2181175 R· cjxl_0.10.1_d0e10g3num_threads0
74324333 4.9473512 3.16% 2.11% 0.06713674 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
75264404 4.9788947 ····· ··· 0.09337051 ·· cjxl_0.10.1_d0e10I100num_threads0
75740117 5.0179414 ····· ··· 0.1455532 ·· cjxl_0.10.1_d0e10num_threads0
77066985 5.0498107 ····· ··· 0.367558 R· cjxl_0.10.1_d0e10P14I100g3num_threads0
78333222 5.0507680 10.53% 8.42% 0.328098 ·A cwebp_1.3.2_z9
76849024 5.0558791 ····· ··· 0.469607 R· cjxl_0.10.1_d0e10P5I100g3num_threads0
78127892 5.1199587 ····· ··· 0.450750 ·· cjxl_0.10.1_d0e10P1I100g3num_threads0
78505896 5.1359708 ····· ··· 0.480532 R· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
78969056 5.1828958 ····· ··· 0.431146 ·· cjxl_0.10.1_d0e10P1I100g2num_threads0
79372579 5.2004102 ····· ··· 0.445504 ·· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
79806102 5.2191684 2.11% 1.05% 0.07434101 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
79686137 5.2281012 ····· ··· 0.488711 R· cjxl_0.10.1_d0e9num_threads0
79327399 5.2324854 ····· ··· 0.451274 ·· cjxl_0.10.1_d0e10P2I100g2num_threads0
79678127 5.2471442 ····· ··· 0.463316 ·· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
80261654 5.2873246 ····· ··· 0.423718 ·· cjxl_0.10.1_d0e10P11I100g3num_threads0
80896312 5.3015710 ····· ··· 0.879904 R· cjxl_0.10.1_d0e8num_threads0
81679372 5.3098698 2.11% ··· 5.3220 RA cwebp_1.3.2_z7
81377186 5.3104846 3.16% ··· 3.6489 ·· cwebp_1.3.2_z8
80812050 5.3270356 ····· ··· 0.423525 ·· cjxl_0.10.1_d0e10P12I100g3num_threads0
82579178 5.3410539 1.05% ··· 6.5983 R· cwebp_1.3.2_z6
82989686 5.3560811 1.05% ··· 7.7492 R· cwebp_1.3.2_z5
83212174 5.3695044 1.05% ··· 7.9846 R· cwebp_1.3.2_z4
83237094 5.3700427 1.05% ··· 8.1028 R· cwebp_1.3.2_z3
82978465 5.5207904 ····· ··· 0.405475 ·· cjxl_0.10.1_d0e10P6I100g3num_threads0
85844848 5.5455759 2.11% ··· 10.543 R· cwebp_1.3.2_z2
83456036 5.5462966 ····· ··· 1.9898 ·· cjxl_0.10.1_d0e7num_threads0
88383978 5.7051499 1.05% ··· 14.210 R· cwebp_1.3.2_z1
89968230 5.7509213 1.05% ··· 0.2234375 ·· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
89921397 5.7538115 ····· ··· 0.2182880 ·· cjxl_0.10.1_d0e10P0I100g3num_threads0
87172266 5.7555732 ····· ··· 2.4633 ·· cjxl_0.10.1_d0e6num_threads0
90792126 5.7988456 1.05% 1.05% 0.3439512 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
90579010 5.8204477 ····· ··· 0.2258780 ·· cjxl_0.10.1_d0e10P0I100g2num_threads0
90738245 5.8257946 1.05% ··· 0.2299155 ·A cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
89141500 5.8757802 ····· ··· 2.9676 ·· cjxl_0.10.1_d0e5num_threads0
95228931 6.2101361 ····· ··· 0.223765 ·· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
95960697 6.2898235 ····· ··· 4.3700 ·· cjxl_0.10.1_d0e4num_threads0
99650020 6.3442634 ····· ··· 0.207101 ·· ect_0.9.5_9
99683498 6.3458253 ····· ··· 0.313295 ·· ect_0.9.5_8
99789360 6.3501941 ····· ··· 0.503149 ·· pingo_0.99_s9low
99832803 6.3538445 ····· ··· 0.638539 ·· ect_0.9.5_7
100211361 6.3730301 ····· ··· 0.813049 ·· ect_0.9.5_6
100176284 6.3733056 ····· ··· 0.863791 ·· pingo_0.99_s8low
100450785 6.3856052 ····· ··· 1.16762 ·· oxipng_9.0.0_o5a-fast-t1
100450785 6.3856052 ····· ··· 1.11075 ·· oxipng_9.0.0_o6a-fast-t1
100472478 6.3870179 ····· ··· 1.34617 ·· oxipng_9.0.0_o4a-fast-t1
100442303 6.3887449 ····· ··· 1.27934 ·· ect_0.9.5_5
100613501 6.3952647 ····· ··· 1.70281 ·· oxipng_9.0.0_o3a-fast-t1
100566472 6.3963084 ····· ··· 1.28077 ·· pingo_0.99_s7low
100718143 6.4124413 ····· ··· 1.62986 ·· ect_0.9.5_4
100946525 6.4135100 ····· ··· 1.62331 ·· pingo_0.99_s5low
100946808 6.4145085 ····· ··· 1.57605 ·· pingo_0.99_s6low
100999688 6.4162145 ····· ··· 2.5525 ·· oxipng_9.0.0_o2a-fast-t1
101030756 6.4347115 ····· ··· 2.07054 ·· ect_0.9.5_3
101232232 6.4355831 ····· ··· 1.9692 ·· pingo_0.99_s3low
101232671 6.4369170 ····· ··· 1.9643 ·· pingo_0.99_s4low
101235889 6.4390684 ····· ··· 1.9978 ·· pingo_0.99_s2low
101602523 6.4596322 ····· ··· 2.4355 ·· pingo_0.99_s1low
101781403 6.4673608 ····· ··· 2.5841 ·· ect_0.9.5_2
102585723 6.5278359 ····· ··· 5.2127 ·· oxipng_9.0.0_o1a-fast-t1
103222665 6.5534047 ····· ··· 4.1625 ·· pingo_0.99_s0low
103960862 6.5557959 ····· ··· 31.17 R· cwebp_1.3.2_z0
105175870 6.6856330 ····· ··· 10.440 ·· ect_0.9.5_1
101070596 6.7142833 ····· ··· 10.636 ·· cjxl_0.10.1_d0e3num_threads0
100900214 6.7813800 2.11% 1.05% 0.07248009 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
108147800 6.8501732 ····· ··· 17.28 ·· oxipng_9.0.0_o0a-fast-t1
106843727 6.9838010 ····· ··· 0.376259 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
106823750 6.9878734 ····· ··· 0.3619599 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
109284262 7.0106128 ····· ··· 0.2870667 ·· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
109462605 7.0310686 ····· ··· 0.2656251 ·· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
109416356 7.1253379 ····· ··· 16.65 ·· cjxl_0.10.1_d0e2num_threads0
115897680 7.3818169 ····· ··· >1.5e+03 R· original
117418040 7.5999892 ····· ··· 62.39 ·· cjxl_0.10.1_d0e1num_threads0
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag | share | share colors (mean)| tag
75 100.00% 0.05 100.00% 4301 0.13 0.83 all 1 1.33% 0.06 1.75% 255 0.00 1.02 reduced_palette
1 1.33% 0.09 2.62% 2096 0.02 0.77 algorithmic 2 2.67% 0.04 2.21% 2063 0.03 0.92 sprite_sheet
1 1.33% 0.08 2.36% 45979 0.57 0.82 boxed 2 2.67% 0.08 4.65% 993 0.01 0.97 text
2 2.67% 0.09 5.35% 254 0.00 0.37 digital_painting 2 2.67% 0.05 2.98% 2408 0.06 1.08 ui
3 4.00% 0.03 2.96% 6992 0.21 0.81 edit 57 76.00% 0.05 80.83% 4985 0.13 0.83 visibly_opaque
1 1.33% 0.04 1.12% 4644 0.12 0.77 emoji 18 24.00% 0.04 19.17% 2136 0.14 0.84 visibly_transparent
1 1.33% 0.10 2.91% 1731 0.02 0.91 game 2 2.67% 0.06 3.62% 1744 0.03 1.08 DirectClass_Gray_Alpha
2 2.67% 0.04 2.21% 2063 0.03 0.92 game_asset 20 26.67% 0.05 26.55% 12065 0.31 0.82 DirectClass_sRGB
24 32.00% 0.02 11.87% 4940 0.29 0.83 icon 18 24.00% 0.02 11.51% 4228 0.21 0.85 DirectClass_sRGB_Alpha
1 1.33% 0.09 2.62% 2096 0.02 0.77 jxl_art 1 1.33% 0.07 2.13% 2 0.00 0.37 PseudoClass_Gray
3 4.00% 0.07 6.24% 2214 0.03 1.01 logo 31 41.33% 0.05 49.41% 38 0.00 0.85 PseudoClass_sRGB
3 4.00% 0.07 5.77% 35368 0.45 0.84 lossy 3 4.00% 0.08 6.79% 175 0.00 0.55 PseudoClass_sRGB_Alpha
1 1.33% 0.09 2.62% 28106 0.31 0.86 misc 6 8.00% 0.02 2.64% 1150 0.12 0.80 source_app
2 2.67% 0.03 1.97% 8124 0.24 0.81 mixed 23 30.67% 0.03 17.69% 5323 0.27 0.87 source_app->exiftool
1 1.33% 0.08 2.36% 45979 0.57 0.82 painting 43 57.33% 0.06 71.69% 4434 0.07 0.84 source_imagemagick->exiftool
4 5.33% 0.05 5.39% 19262 0.32 0.82 photo 2 2.67% 0.09 5.35% 254 0.00 0.37 source_web
33 44.00% 0.06 53.93% 625 0.01 0.82 pixel_art 1 1.33% 0.09 2.62% 2096 0.02 0.77 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
1171999 3.45832 100.00% ···· 0.051012 R· all
1221647 3.59277 54.67% 52.00% 0.24229 RA cjxl_0.10.1_d0e10num_threads0
1249800 3.67170 21.33% 20.00% 0.11079 ·A cwebp_1.3.2_z9
1258390 3.67314 2.67% ···· 0.6579 R· cjxl_0.10.1_d0e9num_threads0
1278458 3.73149 5.33% 4.00% 2.619 RA cwebp_1.3.2_z8
1285788 3.73333 2.67% 1.33% 1.002 ·A cjxl_0.10.1_d0e8num_threads0
1281072 3.73960 4.00% 1.33% 7.09 RA cwebp_1.3.2_z6
1280920 3.74037 4.00% 1.33% 6.688 ·A cwebp_1.3.2_z7
1285676 3.74721 2.67% ···· 8.31 R· cwebp_1.3.2_z5
1320043 3.79339 4.00% 4.00% 2.215 ·A cjxl_0.10.1_d0e7num_threads0
1315102 3.85431 4.00% 1.33% 9.52 RA cwebp_1.3.2_z4
1346793 3.86187 ····· ···· 2.439 ·· cjxl_0.10.1_d0e6num_threads0
1317208 3.86209 2.67% ···· 9.40 ·· cwebp_1.3.2_z3
1380769 3.92904 1.33% 1.33% 2.608 ·A cjxl_0.10.1_d0e5num_threads0
1389450 4.07627 4.00% 2.67% 11.5 RA cwebp_1.3.2_z2
1557233 4.25102 ····· ···· 4.12 ·· cjxl_0.10.1_d0e4num_threads0
1461272 4.31663 ····· ···· 14.7 R· cwebp_1.3.2_z1
1717030 4.62809 ····· ···· 7.18 ·· cjxl_0.10.1_d0e3num_threads0
1620488 4.68788 ····· ···· 20.9 R· cwebp_1.3.2_z0
1586939 4.71037 2.67% 2.67% 0.6491 ·A pingo_0.99_s9low
1599129 4.71656 ····· ···· 0.43674 ·· ect_0.9.5_9
1590226 4.71694 ····· ···· 0.7930 ·· pingo_0.99_s8low
1599438 4.71815 ····· ···· 0.60953 ·· ect_0.9.5_8
1591805 4.72049 ····· ···· 0.8742 ·· pingo_0.99_s7low
1602153 4.72596 ····· ···· 1.138 ·· ect_0.9.5_7
1597309 4.73044 ····· ···· 0.9065 ·· pingo_0.99_s6low
1605174 4.73308 ····· ···· 1.496 ·· ect_0.9.5_6
1599947 4.73517 ····· ···· 1.243 ·· oxipng_9.0.0_o6a-fast-t1
1600449 4.73676 ····· ···· 1.282 ·· oxipng_9.0.0_o5a-fast-t1
1608300 4.74183 ····· ···· 2.249 ·· ect_0.9.5_5
1601734 4.74585 ····· ···· 1.392 ·· oxipng_9.0.0_o4a-fast-t1
1611344 4.75067 ····· ···· 3.094 ·· ect_0.9.5_4
1602391 4.75076 ····· ···· 0.9345 ·· pingo_0.99_s5low
1609340 4.75523 ····· ···· 2.738 ·· oxipng_9.0.0_o2a-fast-t1
1608902 4.75727 ····· ···· 1.744 ·· oxipng_9.0.0_o3a-fast-t1
1605407 4.76129 ····· ···· 0.9621 ·· pingo_0.99_s4low
1607175 4.77432 ····· ···· 0.9976 ·· pingo_0.99_s3low
1615774 4.77449 ····· ···· 4.279 ·· ect_0.9.5_2
1612453 4.77696 ····· ···· 3.632 ·· ect_0.9.5_3
1611039 4.78447 ····· ···· 1.176 ·· pingo_0.99_s2low
1618514 4.80194 ····· ···· 1.312 ·· pingo_0.99_s1low
1744654 4.80955 ····· ···· 8.74 ·· cjxl_0.10.1_d0e2num_threads0
1631566 4.81429 ····· ···· 1.549 ·· pingo_0.99_s0low
1651058 4.89271 ····· ···· 4.28 ·· oxipng_9.0.0_o1a-fast-t1
1662706 4.91595 ····· ···· 11.4 ·· ect_0.9.5_1
1713582 5.07774 ····· ···· 9.44 ·· oxipng_9.0.0_o0a-fast-t1
1789296 5.30457 ····· ···· >45 R· original
2070951 5.50679 ····· ···· 15.1 ·· cjxl_0.10.1_d0e1num_threads0
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
447 100.00% 0.36 100.00% 38565 0.11 0.93 all 65 14.54% 0.51 20.17% 73192 0.16 0.85 photo
4 0.89% 0.64 1.56% 90616 0.13 0.83 3d 10 2.24% 0.57 3.48% 129303 0.24 0.82 photo_like
32 7.16% 0.25 4.91% 15063 0.06 0.88 albedo 71 15.88% 0.19 8.17% 475 0.00 0.89 pixel_art
8 1.79% 0.60 2.96% 115184 0.25 1.24 album_art 19 4.25% 0.55 6.38% 711 0.00 1.99 pixel_art_scaled
12 2.68% 0.47 3.49% 27185 0.04 1.01 algorithmic 6 1.34% 0.30 1.10% 139 0.00 0.87 reduced_palette
2 0.45% 0.22 0.27% 60575 0.39 0.82 boxed 8 1.79% 0.28 1.37% 1714 0.01 1.10 sprite_sheet
4 0.89% 0.66 1.63% 3856 0.01 1.00 chart 2 0.45% 0.40 0.49% 46824 0.13 0.92 stereogram
29 6.49% 0.68 12.12% 78086 0.11 0.75 digital_painting 21 4.70% 0.38 4.93% 2720 0.01 0.95 text
1 0.22% 0.87 0.54% 55942 0.06 0.88 dither_mean 64 14.32% 0.25 9.82% 33295 0.14 0.86 texture
11 2.46% 0.48 3.25% 52459 0.14 0.81 edit 2 0.45% 0.92 1.13% 16480 0.02 0.75 thumbnail
3 0.67% 0.54 1.00% 4703 0.04 0.94 emoji 23 5.15% 0.48 6.80% 27334 0.05 1.07 ui
3 0.67% 0.64 1.18% 91576 0.14 0.80 film 35 7.83% 0.65 13.88% 85388 0.13 1.17 watermark
1 0.22% 0.26 0.16% 6 0.00 0.37 fractal 355 79.42% 0.40 86.16% 41590 0.11 0.93 visibly_opaque
18 4.03% 0.47 5.16% 7802 0.02 0.84 game 92 20.58% 0.24 13.84% 26894 0.12 0.91 visibly_transparent
9 2.01% 0.33 1.85% 7314 0.02 1.06 game_asset 5 1.12% 0.16 0.50% 915 0.01 1.13 DirectClass_Gray_Alpha
24 5.37% 0.02 0.25% 4940 0.29 0.83 icon 233 52.13% 0.45 64.87% 59879 0.16 0.88 DirectClass_sRGB
4 0.89% 0.49 1.22% 81484 0.11 0.66 jxl_art 108 24.16% 0.28 18.54% 30333 0.13 1.00 DirectClass_sRGB_Alpha
1 0.22% 0.87 0.54% 224155 0.26 0.87 kaleidoscope 16 3.58% 0.41 4.02% 87 0.00 0.87 PseudoClass_Gray
7 1.57% 0.49 2.11% 39 0.00 1.30 larip 79 17.67% 0.23 11.30% 55 0.00 0.97 PseudoClass_sRGB
56 12.53% 0.21 7.34% 27049 0.13 0.85 logo 6 1.34% 0.21 0.76% 102 0.00 0.87 PseudoClass_sRGB_Alpha
40 8.95% 0.45 11.17% 58814 0.16 0.86 lossy 8 1.79% 0.06 0.30% 872 0.09 0.85 source_app
21 4.70% 0.51 6.53% 147425 0.32 0.83 machine_learning 80 17.90% 0.18 8.65% 20501 0.17 0.87 source_app->exiftool
12 2.68% 0.39 2.87% 33654 0.09 1.10 misc 41 9.17% 0.27 6.68% 41699 0.17 0.82 source_gimp
5 1.12% 0.30 0.92% 39366 0.17 0.75 mixed 6 1.34% 0.45 1.64% 17908 0.04 0.97 source_gnome_screenshot->exiftool
2 0.45% 0.79 0.97% 4733 0.01 1.03 mosaic 272 60.85% 0.42 70.54% 41846 0.09 0.92 source_imagemagick->exiftool
32 7.16% 0.25 4.91% 51528 0.21 0.84 normal 9 2.01% 0.56 3.12% 102445 0.22 1.15 source_unknown->exiftool
3 0.67% 0.38 0.70% 55528 0.15 0.89 optical_illusion 11 2.46% 0.32 2.19% 4682 0.02 1.77 source_web
1 0.22% 0.08 0.05% 45979 0.57 0.82 painting 20 4.47% 0.56 6.87% 70950 0.12 0.94 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
87134279 4.1063290 100.00% ···· 0.04328012 R· all
89251374 4.2168612 63.31% 62.86% 0.2066695 RA cjxl_0.10.1_d0e10num_threads0
90890031 4.3016048 5.59% 5.15% 0.592616 RA cjxl_0.10.1_d0e9num_threads0
92346435 4.3871380 1.57% 1.34% 0.971104 RA cjxl_0.10.1_d0e8num_threads0
95573436 4.4834897 19.69% 19.24% 0.267356 ·A cwebp_1.3.2_z9
94825290 4.4955054 0.67% 0.67% 2.28371 RA cjxl_0.10.1_d0e7num_threads0
97887834 4.5816010 2.91% 1.12% 4.1584 RA cwebp_1.3.2_z8
98363964 4.5981888 2.46% 0.67% 7.7802 RA cwebp_1.3.2_z7
98660948 4.6082666 1.12% 0.45% 8.5413 RA cwebp_1.3.2_z6
98973740 4.6192720 1.12% 0.22% 9.6120 RA cwebp_1.3.2_z5
99069174 4.6441240 1.79% 0.89% 10.251 RA cwebp_1.3.2_z4
98416373 4.6478515 ····· ···· 2.6321 ·· cjxl_0.10.1_d0e6num_threads0
99152196 4.6491211 0.89% 0.45% 10.390 RA cwebp_1.3.2_z3
100627518 4.7494006 0.22% 0.22% 2.9978 ·A cjxl_0.10.1_d0e5num_threads0
102269722 4.8197606 2.24% 1.79% 13.380 RA cwebp_1.3.2_z2
106052762 5.0111934 ····· ···· 17.437 R· cwebp_1.3.2_z1
107627580 5.0555283 0.22% 0.22% 4.8988 ·A cjxl_0.10.1_d0e4num_threads0
114770532 5.4173408 ····· ···· 9.9400 ·· cjxl_0.10.1_d0e3num_threads0
120998679 5.6721783 ····· ···· 14.259 ·· cjxl_0.10.1_d0e2num_threads0
122527015 5.6790717 0.45% 0.45% 0.2917691 ·A ect_0.9.5_9
122368878 5.6797006 0.89% 0.89% 0.611224 ·A pingo_0.99_s9low
122563355 5.6809505 ····· ···· 0.438498 ·· ect_0.9.5_8
122737181 5.6895887 ····· ···· 0.880077 ·· ect_0.9.5_7
122797309 5.6998010 ····· ···· 0.939478 ·· pingo_0.99_s8low
122921695 5.7019707 ····· ···· 1.28446 ·· oxipng_9.0.0_o6a-fast-t1
122929319 5.7023986 ····· ···· 1.33915 ·· oxipng_9.0.0_o5a-fast-t1
122983504 5.7062269 ····· ···· 1.50822 ·· oxipng_9.0.0_o4a-fast-t1
123040444 5.7072052 ····· ···· 1.14966 ·· ect_0.9.5_6
123132403 5.7115442 ····· ···· 1.26493 ·· pingo_0.99_s7low
123163548 5.7152451 ····· ···· 1.88380 ·· oxipng_9.0.0_o3a-fast-t1
120957514 5.7162254 ····· ···· 31.52 R· cwebp_1.3.2_z0
123300547 5.7199610 ····· ···· 1.50074 ·· pingo_0.99_s6low
123345083 5.7217905 ····· ···· 1.81428 ·· ect_0.9.5_5
123331328 5.7252057 ····· ···· 1.55850 ·· pingo_0.99_s5low
123680248 5.7369584 ····· ···· 2.40734 ·· ect_0.9.5_4
123835879 5.7379280 ····· ···· 2.8314 ·· oxipng_9.0.0_o2a-fast-t1
123670849 5.7397971 ····· ···· 1.75589 ·· pingo_0.99_s4low
123681206 5.7427158 ····· ···· 1.79058 ·· pingo_0.99_s3low
123798269 5.7530425 ····· ···· 1.96628 ·· pingo_0.99_s2low
124010011 5.7544032 ····· ···· 3.06690 ·· ect_0.9.5_3
124118623 5.7705881 ····· ···· 2.3152 ·· pingo_0.99_s1low
125046082 5.7907788 ····· ···· 3.2580 ·· ect_0.9.5_2
125400997 5.8251717 ····· ···· 5.1761 ·· oxipng_9.0.0_o1a-fast-t1
126206478 5.8481847 ····· ···· 3.3582 ·· pingo_0.99_s0low
129148507 5.9813053 ····· ···· 14.484 ·· ect_0.9.5_1
131180494 6.0867149 ····· ···· 14.738 ·· oxipng_9.0.0_o0a-fast-t1
135132147 6.2898509 ····· ···· >364 R· original
132667903 6.3087550 ····· ···· 47.93 ·· cjxl_0.10.1_d0e1num_threads0
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
287 100.00% 1.73 100.00% 137590 0.08 0.98 all 8 2.79% 1.66 2.67% 390261 0.23 0.82 photo_like
51 17.77% 2.07 21.27% 151022 0.07 0.86 3d 2 0.70% 1.61 0.65% 12488 0.01 1.26 pixel_art
7 2.44% 1.68 2.37% 294867 0.17 0.89 album_art 10 3.48% 1.77 3.56% 5827 0.00 2.71 pixel_art_scaled
31 10.80% 1.40 8.76% 91425 0.07 1.31 algorithmic 2 0.70% 1.61 0.65% 12488 0.01 1.26 sprite_sheet
3 1.05% 1.82 1.10% 116147 0.06 0.85 blend 3 1.05% 1.51 0.91% 8162 0.01 1.08 text
8 2.79% 1.86 2.99% 142873 0.09 0.80 boxed 4 1.39% 1.05 0.84% 28485 0.03 0.82 texture
5 1.74% 1.30 1.31% 9388 0.01 0.93 chart 34 11.85% 1.74 11.90% 69396 0.04 0.94 ui
1 0.35% 2.07 0.42% 456202 0.22 0.84 collage 2 0.70% 1.88 0.76% 15981 0.01 1.02 vector
6 2.09% 1.83 2.20% 62064 0.03 0.83 comic 20 6.97% 1.71 6.87% 174711 0.10 1.08 watermark
2 0.70% 1.05 0.42% 31449 0.03 0.88 diffuse 274 95.47% 1.73 95.58% 136819 0.08 0.97 visibly_opaque
34 11.85% 1.67 11.45% 117964 0.07 0.82 digital_painting 13 4.53% 1.69 4.42% 153837 0.10 1.04 visibly_transparent
6 2.09% 1.66 2.01% 302073 0.18 0.82 digital_painting_like 1 0.35% 1.42 0.29% 223 0.00 0.68 DirectClass_Gray_Alpha
2 0.70% 1.24 0.50% 10122 0.01 0.88 dither_mean 222 77.35% 1.77 79.04% 154772 0.09 0.94 DirectClass_sRGB
9 3.14% 1.74 3.16% 107154 0.07 0.83 edit 47 16.38% 1.56 14.75% 109079 0.07 1.15 DirectClass_sRGB_Alpha
18 6.27% 1.96 7.11% 142328 0.08 0.78 film 9 3.14% 1.80 3.26% 167 0.00 0.70 PseudoClass_Gray
58 20.21% 2.02 23.56% 130328 0.06 0.88 game 7 2.44% 1.74 2.45% 62 0.00 1.17 PseudoClass_sRGB
10 3.48% 1.45 2.92% 22642 0.02 1.02 game_asset 1 0.35% 1.08 0.22% 106 0.00 3.15 PseudoClass_sRGB_Alpha
8 2.79% 1.82 2.93% 68722 0.04 0.97 glitch 1 0.35% 2.38 0.48% 175813 0.07 0.86 source_app
2 0.70% 1.72 0.69% 146688 0.09 0.80 gregstump 2 0.70% 1.61 0.65% 12488 0.01 1.26 source_app->exiftool
22 7.67% 1.14 5.04% 126531 0.10 0.77 jxl_art 2 0.70% 1.62 0.65% 241406 0.12 1.47 source_gimp->exiftool
9 3.14% 2.06 3.73% 5610 0.00 2.65 larip 4 1.39% 2.05 1.65% 42650 0.02 0.91 source_gnome_screenshot->exiftool
39 13.59% 1.74 13.62% 128582 0.08 0.84 lossy 1 0.35% 2.07 0.42% 19818 0.01 0.79 source_imagemagick
24 8.36% 1.81 8.76% 328503 0.19 0.82 machine_learning 211 73.52% 1.77 75.21% 129704 0.08 0.95 source_imagemagick->exiftool
8 2.79% 1.55 2.50% 114054 0.08 0.81 misc 2 0.70% 1.79 0.72% 59126 0.03 0.80 source_sdl
15 5.23% 1.62 4.88% 139900 0.09 0.96 mixed 19 6.62% 1.44 5.49% 125234 0.08 0.90 source_unknown->exiftool
2 0.70% 1.05 0.42% 25520 0.02 0.76 normal 16 5.57% 1.39 4.47% 66804 0.06 1.55 source_web
1 0.35% 2.36 0.48% 59557 0.03 0.81 panorama 29 10.10% 1.76 10.26% 264834 0.16 0.85 source_web->exiftool
28 9.76% 1.52 8.57% 215829 0.15 0.85 photo
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
275369066 4.4236010 100.00% ···· 0.061855859 R· all
281285329 4.5357984 72.82% 72.82% 0.1378469 RA cjxl_0.10.1_d0e10num_threads0
287895256 4.6615814 4.18% 4.18% 0.4138132 RA cjxl_0.10.1_d0e9num_threads0
292206335 4.7381770 1.05% 1.05% 0.7237876 RA cjxl_0.10.1_d0e8num_threads0
299302622 4.8645234 0.35% 0.35% 1.75383 RA cjxl_0.10.1_d0e7num_threads0
306552758 4.9302750 18.12% 17.42% 0.3440018 ·A cwebp_1.3.2_z9
314692118 5.0754494 1.39% ···· 3.58041 R· cwebp_1.3.2_z8
316828724 5.1075771 1.74% 0.35% 5.62831 RA cwebp_1.3.2_z7
318500740 5.1341265 0.70% ···· 7.20076 R· cwebp_1.3.2_z6
315954343 5.1391029 ····· ···· 2.23156 ·· cjxl_0.10.1_d0e6num_threads0
319761024 5.1543252 0.70% ···· 8.26090 R· cwebp_1.3.2_z5
319986968 5.1568190 0.70% ···· 8.49282 R· cwebp_1.3.2_z4
320233624 5.1605639 1.05% 0.35% 8.74389 RA cwebp_1.3.2_z3
323028497 5.2580945 ····· ···· 2.75809 ·· cjxl_0.10.1_d0e5num_threads0
326708196 5.2674709 2.09% 1.39% 10.272 RA cwebp_1.3.2_z2
337923344 5.4519308 1.05% 0.35% 13.325 RA cwebp_1.3.2_z1
347038574 5.7008495 0.35% 0.35% 4.34763 ·A cjxl_0.10.1_d0e4num_threads0
370908920 6.1050592 ····· ···· 10.632 ·· cjxl_0.10.1_d0e3num_threads0
389611852 6.2450375 ····· ···· 0.2243575 ·· ect_0.9.5_9
389744243 6.2470320 ····· ···· 0.3415960 ·· ect_0.9.5_8
389866342 6.2506331 ····· ···· 0.5210033 ·· pingo_0.99_s9low
390257571 6.2548530 ····· ···· 0.7017313 ·· ect_0.9.5_7
391180671 6.2703904 ····· ···· 0.898177 ·· ect_0.9.5_6
391136442 6.2706419 ····· ···· 0.899022 ·· pingo_0.99_s8low
391815874 6.2811710 ····· ···· 1.15287 ·· oxipng_9.0.0_o6a-fast-t1
391831421 6.2815111 ····· ···· 1.21387 ·· oxipng_9.0.0_o5a-fast-t1
386485102 6.2817173 ····· ···· 33.232 R· cwebp_1.3.2_z0
391959734 6.2826039 ····· ···· 1.35962 ·· ect_0.9.5_5
391920142 6.2830946 ····· ···· 1.40427 ·· oxipng_9.0.0_o4a-fast-t1
392301826 6.2892596 ····· ···· 1.73759 ·· oxipng_9.0.0_o3a-fast-t1
392342771 6.2903470 ····· ···· 1.33039 ·· pingo_0.99_s7low
392973310 6.2985088 ····· ···· 1.68028 ·· ect_0.9.5_4
393368218 6.3066016 ····· ···· 1.72234 ·· pingo_0.99_s5low
393368218 6.3066016 ····· ···· 1.72238 ·· pingo_0.99_s6low
394025973 6.3157311 ····· ···· 2.09435 ·· ect_0.9.5_3
394102095 6.3184609 ····· ···· 2.06121 ·· pingo_0.99_s4low
394102095 6.3184609 ····· ···· 2.06045 ·· pingo_0.99_s3low
394102095 6.3184609 ····· ···· 2.05862 ·· pingo_0.99_s2low
394813640 6.3266643 ····· ···· 2.53615 ·· oxipng_9.0.0_o2a-fast-t1
395016314 6.3336214 ····· ···· 2.44334 ·· pingo_0.99_s1low
397454495 6.3677554 ····· ···· 2.50676 ·· ect_0.9.5_2
399606828 6.4112866 ····· ···· 5.00664 ·· oxipng_9.0.0_o1a-fast-t1
402125061 6.4450170 ····· ···· 4.04756 ·· pingo_0.99_s0low
395513192 6.5263032 ····· ···· 16.956 ·· cjxl_0.10.1_d0e2num_threads0
411732401 6.5991800 ····· ···· 10.9153 ·· ect_0.9.5_1
420817436 6.7530186 ····· ···· 18.867 ·· oxipng_9.0.0_o0a-fast-t1
426505254 7.0326138 ····· ···· 69.60 R· cjxl_0.10.1_d0e1num_threads0
439270475 7.0991923 ····· ···· >1.73e+03 R· original
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
60 100.00% 6.33 100.00% 212547 0.04 1.28 all 3 5.00% 6.57 5.19% 290339 0.05 0.86 photo_like
10 16.67% 6.92 18.21% 288636 0.04 0.85 3d 4 6.67% 6.31 6.65% 59155 0.01 5.77 pixel_art_scaled
3 5.00% 3.90 3.08% 170740 0.04 0.78 album_art 3 5.00% 7.65 6.04% 282036 0.03 0.80 scan
2 3.33% 10.29 5.41% 119546 0.03 4.00 algorithmic 1 1.67% 12.06 3.17% 17006 0.00 1.06 sprite_sheet
5 8.33% 8.34 10.97% 60293 0.01 0.96 chart 1 1.67% 4.26 1.12% 259098 0.06 0.92 ui
6 10.00% 6.05 9.55% 99374 0.02 0.86 comic 4 6.67% 4.90 5.16% 6958 0.00 0.79 vector
10 16.67% 6.14 16.17% 301061 0.06 0.86 digital_painting 5 8.33% 6.88 9.06% 189606 0.03 0.81 watermark
2 3.33% 8.25 4.34% 422948 0.05 0.73 drawing 53 88.33% 6.03 84.14% 225775 0.04 1.34 visibly_opaque
4 6.67% 5.15 5.42% 93390 0.02 0.91 edit 7 11.67% 8.61 15.86% 112393 0.02 0.88 visibly_transparent
1 1.67% 16.78 4.42% 7 0.00 7.21 fractal 38 63.33% 6.09 60.95% 275505 0.05 0.84 DirectClass_sRGB
8 13.33% 7.81 16.44% 337221 0.04 0.87 game 16 26.67% 6.58 27.73% 142657 0.03 2.10 DirectClass_sRGB_Alpha
1 1.67% 12.06 3.17% 17006 0.00 1.06 game_asset 5 8.33% 5.25 6.90% 221 0.00 0.86 PseudoClass_Gray
1 1.67% 3.79 1.00% 239084 0.06 0.78 jxl_art 1 1.67% 16.78 4.42% 7 0.00 7.21 PseudoClass_sRGB
2 3.33% 4.39 2.31% 138196 0.03 0.95 lossy 1 1.67% 12.06 3.17% 17006 0.00 1.06 source_app->exiftool
6 10.00% 5.83 9.21% 336795 0.05 0.85 machine_learning 1 1.67% 4.26 1.12% 259098 0.06 0.92 source_gnome_screenshot->exiftool
1 1.67% 3.61 0.95% 256 0.00 0.76 misc 39 65.00% 6.90 70.79% 209974 0.03 1.01 source_imagemagick->exiftool
2 3.33% 5.40 2.84% 399287 0.08 0.90 mixed 5 8.33% 4.71 6.20% 195770 0.04 0.79 source_unknown->exiftool
3 5.00% 4.39 3.47% 7306 0.00 0.75 optical_illusion 4 6.67% 5.00 5.26% 130533 0.04 3.01 source_web
1 1.67% 4.37 1.15% 37531 0.01 0.84 photo 10 16.67% 5.11 13.45% 278675 0.05 1.95 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
197049218 4.3452490 100.00% ···· 0.1006895 R· all
198735234 4.3822128 85.00% 85.00% 0.1386250 RA cjxl_0.10.1_d0e10num_threads0
208306752 4.5930091 ····· ···· 0.659336 R· cjxl_0.10.1_d0e9num_threads0
210086386 4.6370452 ····· ···· 1.25555 R· cjxl_0.10.1_d0e8num_threads0
213313858 4.7094013 ····· ···· 2.93159 R· cjxl_0.10.1_d0e7num_threads0
220229116 4.8716703 10.00% 8.33% 0.5222965 ·A cwebp_1.3.2_z9
223724946 4.9294010 ····· ···· 3.63294 R· cjxl_0.10.1_d0e6num_threads0
223080236 4.9318029 3.33% ···· 4.23386 R· cwebp_1.3.2_z8
224546394 4.9672996 3.33% ···· 7.29043 R· cwebp_1.3.2_z7
225353282 4.9888463 1.67% ···· 8.38268 R· cwebp_1.3.2_z6
225916104 5.0018375 1.67% ···· 9.7900 R· cwebp_1.3.2_z5
227009678 5.0260967 1.67% ···· 9.7937 R· cwebp_1.3.2_z4
227127366 5.0289631 1.67% ···· 10.302 R· cwebp_1.3.2_z3
228287608 5.0304117 ····· ···· 4.40171 ·· cjxl_0.10.1_d0e5num_threads0
231673500 5.1356260 3.33% 1.67% 12.269 RA cwebp_1.3.2_z2
234498558 5.2007324 1.67% ···· 15.249 R· cwebp_1.3.2_z1
278862176 5.5768461 1.67% 1.67% 4.7660 ·A cjxl_0.10.1_d0e4num_threads0
305647930 5.8948397 ····· ···· 11.640 ·· cjxl_0.10.1_d0e3num_threads0
267078104 5.9340026 ····· ···· 34.509 R· cwebp_1.3.2_z0
271924483 6.0585598 ····· ···· 0.2193831 ·· ect_0.9.5_9
272016788 6.0605981 ····· ···· 0.3355648 ·· ect_0.9.5_8
299798619 6.0652433 ····· ···· 20.060 ·· cjxl_0.10.1_d0e2num_threads0
272329885 6.0680739 ····· ···· 0.691632 ·· ect_0.9.5_7
273091457 6.0825657 ····· ···· 0.5501777 ·· pingo_0.99_s9low
274299355 6.1032316 ····· ···· 0.881167 ·· ect_0.9.5_6
273952135 6.1072094 ····· ···· 1.49094 ·· oxipng_9.0.0_o4a-fast-t1
273954489 6.1072570 ····· ···· 1.22270 ·· oxipng_9.0.0_o6a-fast-t1
273954851 6.1072699 ····· ···· 1.28627 ·· oxipng_9.0.0_o5a-fast-t1
274528020 6.1093187 ····· ···· 0.960827 ·· pingo_0.99_s8low
274272448 6.1140622 ····· ···· 1.90717 ·· oxipng_9.0.0_o3a-fast-t1
274920559 6.1161308 ····· ···· 1.28838 ·· ect_0.9.5_5
275396388 6.1278620 ····· ···· 1.39698 ·· pingo_0.99_s7low
275743210 6.1341080 ····· ···· 1.63708 ·· ect_0.9.5_4
276184724 6.1460184 ····· ···· 2.15759 ·· ect_0.9.5_3
276555311 6.1545905 ····· ···· 2.08830 ·· pingo_0.99_s6low
276555311 6.1545905 ····· ···· 2.08760 ·· pingo_0.99_s5low
275854026 6.1554291 ····· ···· 2.73317 ·· oxipng_9.0.0_o2a-fast-t1
276930897 6.1633075 ····· ···· 2.42121 ·· pingo_0.99_s4low
276930897 6.1633075 ····· ···· 2.42026 ·· pingo_0.99_s2low
276930897 6.1633075 ····· ···· 2.41827 ·· pingo_0.99_s3low
277702710 6.1790589 ····· ···· 2.98041 ·· pingo_0.99_s1low
278718890 6.2142035 ····· ···· 5.30528 ·· oxipng_9.0.0_o1a-fast-t1
279611748 6.2244272 ····· ···· 2.55342 ·· ect_0.9.5_2
282973719 6.2971126 ····· ···· 4.73997 ·· pingo_0.99_s0low
288094483 6.4206757 ····· ···· 12.7488 ·· ect_0.9.5_1
300269990 6.4935084 ····· ···· 74.82 R· cjxl_0.10.1_d0e1num_threads0
294428140 6.5573230 ····· ···· 18.367 ·· oxipng_9.0.0_o0a-fast-t1
310290671 7.0118027 ····· ···· >6.3e+03 R· original
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
100 100.00% 2.07 100.00% 125423 0.06 1.00 all 2 2.00% 2.07 2.00% 228216 0.11 0.85 photo
39 39.00% 2.07 39.00% 157667 0.08 0.84 3d 2 2.00% 2.07 2.00% 28568 0.01 1.28 pixel_art_scaled
6 6.00% 2.07 6.00% 8399 0.00 3.43 algorithmic 1 1.00% 2.07 1.00% 13698 0.01 1.09 text
1 1.00% 2.07 1.00% 94810 0.05 0.79 blend 17 17.00% 2.07 17.00% 94430 0.05 0.88 ui
5 5.00% 2.07 5.00% 83752 0.04 0.81 boxed 1 1.00% 2.07 1.00% 27470 0.01 0.74 vector
1 1.00% 2.07 1.00% 456202 0.22 0.84 collage 100 100.00% 2.07 100.00% 125423 0.06 1.00 visibly_opaque
4 4.00% 2.07 4.00% 137562 0.07 0.78 digital_painting 92 92.00% 2.07 92.00% 129286 0.06 1.02 DirectClass_sRGB
1 1.00% 2.07 1.00% 21658 0.01 0.72 edit 4 4.00% 2.07 4.00% 161884 0.08 0.82 DirectClass_sRGB_Alpha
16 16.00% 2.07 16.00% 136595 0.07 0.77 film 2 2.00% 2.07 2.00% 111 0.00 0.66 PseudoClass_Gray
49 49.00% 2.07 49.00% 143233 0.07 0.85 game 2 2.00% 2.07 2.00% 116 0.00 0.87 PseudoClass_sRGB
6 6.00% 2.07 6.00% 80834 0.04 0.98 glitch 1 1.00% 2.07 1.00% 456202 0.22 0.84 source_gimp->exiftool
1 1.00% 2.07 1.00% 111700 0.05 0.77 gregstump 2 2.00% 2.07 2.00% 72757 0.04 0.84 source_gnome_screenshot->exiftool
6 6.00% 2.07 6.00% 8399 0.00 3.43 larip 1 1.00% 2.07 1.00% 19818 0.01 0.79 source_imagemagick
16 16.00% 2.07 16.00% 144823 0.07 0.77 lossy 95 95.00% 2.07 95.00% 124306 0.06 1.01 source_imagemagick->exiftool
2 2.00% 2.07 2.00% 119814 0.06 0.92 misc 1 1.00% 2.07 1.00% 111700 0.05 0.77 source_sdl
6 6.00% 2.07 6.00% 171116 0.08 0.88 mixed
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
106350995 4.1030476 100.00% ···· 0.05588105 R· all
108423332 4.1829989 76.00% 76.00% 0.1187089 RA cjxl_0.10.1_d0e10num_threads0
110408875 4.2596017 3.00% 3.00% 0.358255 RA cjxl_0.10.1_d0e9num_threads0
111754826 4.3115288 2.00% 2.00% 0.597316 RA cjxl_0.10.1_d0e8num_threads0
114756131 4.4273199 ····· ···· 1.57589 R· cjxl_0.10.1_d0e7num_threads0
117510330 4.5335775 16.00% 16.00% 0.2730812 ·A cwebp_1.3.2_z9
119628408 4.6152935 1.00% ···· 3.28564 R· cwebp_1.3.2_z8
120348928 4.6430914 1.00% ···· 4.2381 RA cwebp_1.3.2_z7
121225838 4.6769228 ····· ···· 5.7646 R· cwebp_1.3.2_z6
121940042 4.7044769 ····· ···· 6.8282 R· cwebp_1.3.2_z5
121952308 4.7049502 ····· ···· 6.8228 ·· cwebp_1.3.2_z4
122026250 4.7078029 ····· ···· 7.0657 R· cwebp_1.3.2_z3
122130702 4.7118326 ····· ···· 2.08384 ·· cjxl_0.10.1_d0e6num_threads0
124855520 4.8169568 ····· ···· 2.6163 ·· cjxl_0.10.1_d0e5num_threads0
125263328 4.8326901 1.00% 1.00% 8.4727 RA cwebp_1.3.2_z2
129822410 5.0085806 ····· ···· 10.479 R· cwebp_1.3.2_z1
132538364 5.1133628 1.00% 1.00% 4.1136 ·A cjxl_0.10.1_d0e4num_threads0
144293181 5.5668666 ····· ···· 10.596 R· cjxl_0.10.1_d0e3num_threads0
147891898 5.7057059 ····· ···· 32.71 R· cwebp_1.3.2_z0
150113131 5.7914017 ····· ···· 0.472088 ·· pingo_0.99_s9low
150126431 5.7919148 ····· ···· 17.297 ·· cjxl_0.10.1_d0e2num_threads0
150519403 5.8070757 ····· ···· 0.2077169 ·· ect_0.9.5_9
150566599 5.8088966 ····· ···· 0.316355 ·· ect_0.9.5_8
150593898 5.8099498 ····· ···· 0.823831 ·· pingo_0.99_s8low
150803528 5.8180373 ····· ···· 0.644269 ·· ect_0.9.5_7
151011417 5.8260578 ····· ···· 0.812105 ·· ect_0.9.5_6
151072216 5.8284034 ····· ···· 1.19517 ·· pingo_0.99_s7low
151109654 5.8298478 ····· ···· 1.03882 ·· oxipng_9.0.0_o5a-fast-t1
151110285 5.8298721 ····· ···· 0.983235 ·· oxipng_9.0.0_o6a-fast-t1
151135821 5.8308573 ····· ···· 1.21038 ·· oxipng_9.0.0_o4a-fast-t1
151315221 5.8377786 ····· ···· 1.52174 ·· oxipng_9.0.0_o3a-fast-t1
151346699 5.8389930 ····· ···· 1.16975 ·· ect_0.9.5_5
151644426 5.8504794 ····· ···· 1.50913 ·· pingo_0.99_s5low
151644426 5.8504794 ····· ···· 1.50883 ·· pingo_0.99_s6low
151730637 5.8538054 ····· ···· 1.42145 ·· ect_0.9.5_4
151965925 5.8628829 ····· ···· 1.83051 ·· pingo_0.99_s4low
151965925 5.8628829 ····· ···· 1.82929 ·· pingo_0.99_s3low
151965925 5.8628829 ····· ···· 1.82858 ·· pingo_0.99_s2low
152162063 5.8704500 ····· ···· 1.77268 ·· ect_0.9.5_3
152210493 5.8723184 ····· ···· 2.15067 ·· oxipng_9.0.0_o2a-fast-t1
152367521 5.8783766 ····· ···· 2.14438 ·· pingo_0.99_s1low
153489263 5.9216537 ····· ···· 2.36831 ·· ect_0.9.5_2
153575209 5.9249695 ····· ···· 4.2944 ·· oxipng_9.0.0_o1a-fast-t1
155054962 5.9820587 ····· ···· 3.6723 ·· pingo_0.99_s0low
158527390 6.1160258 ····· ···· 8.6107 ·· ect_0.9.5_1
161577417 6.2336966 ····· ···· 18.907 ·· oxipng_9.0.0_o0a-fast-t1
163942901 6.3249576 ····· ···· 70.55 R· cjxl_0.10.1_d0e1num_threads0
164218191 6.3355784 ····· ···· >2.07e+03 R· original
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
794 100.00% 1.31 100.00% 87506 0.10 0.97 all 1 0.13% 0.08 0.01% 45979 0.57 0.82 painting
65 8.19% 2.73 17.06% 168476 0.07 0.86 3d 1 0.13% 2.36 0.23% 59557 0.03 0.81 panorama
32 4.03% 0.25 0.77% 15063 0.06 0.88 albedo 94 11.84% 0.85 7.67% 115300 0.15 0.85 photo
18 2.27% 1.57 2.72% 194320 0.19 1.03 album_art 21 2.64% 1.84 3.72% 251721 0.21 0.83 photo_like
45 5.67% 1.55 6.71% 75544 0.06 1.35 algorithmic 73 9.19% 0.23 1.59% 804 0.00 0.90 pixel_art
3 0.38% 1.82 0.53% 116147 0.06 0.85 blend 33 4.16% 1.62 5.13% 9346 0.00 2.67 pixel_art_scaled
10 1.26% 1.53 1.47% 126413 0.15 0.81 boxed 6 0.76% 0.30 0.17% 139 0.00 0.87 reduced_palette
14 1.76% 3.63 4.89% 25988 0.01 0.96 chart 3 0.38% 7.65 2.21% 282036 0.03 0.80 scan
1 0.13% 2.07 0.20% 456202 0.22 0.84 collage 11 1.39% 1.59 1.68% 5063 0.01 1.13 sprite_sheet
12 1.51% 3.94 4.54% 80719 0.02 0.84 comic 2 0.25% 0.40 0.08% 46824 0.13 0.92 stereogram
2 0.25% 1.05 0.20% 31449 0.03 0.88 diffuse 24 3.02% 0.52 1.21% 3400 0.01 0.97 text
73 9.19% 1.89 13.28% 127204 0.08 0.80 digital_painting 68 8.56% 0.30 1.94% 33012 0.13 0.86 texture
6 0.76% 1.66 0.96% 302073 0.18 0.82 digital_painting_like 2 0.25% 0.92 0.18% 16480 0.02 0.75 thumbnail
3 0.38% 1.12 0.32% 25396 0.03 0.88 dither_mean 58 7.30% 1.28 7.16% 55987 0.04 0.99 ui
2 0.25% 8.25 1.59% 422948 0.05 0.73 drawing 6 0.76% 3.89 2.25% 9966 0.00 0.87 vector
24 3.02% 1.73 4.00% 79792 0.10 0.84 edit 60 7.56% 1.52 8.77% 123847 0.11 1.11 watermark
3 0.38% 0.54 0.16% 4703 0.04 0.94 emoji 682 85.89% 1.37 89.92% 94163 0.09 0.98 visibly_opaque
21 2.64% 1.77 3.58% 135078 0.09 0.78 film 112 14.11% 0.94 10.08% 46972 0.11 0.92 visibly_transparent
2 0.25% 8.52 1.64% 6 0.00 3.79 fractal 6 0.76% 0.37 0.21% 800 0.01 1.06 DirectClass_Gray_Alpha
84 10.58% 2.24 18.08% 123777 0.05 0.87 game 493 62.09% 1.48 70.21% 119230 0.12 0.90 DirectClass_sRGB
20 2.52% 1.48 2.85% 15462 0.02 1.04 game_asset 171 21.54% 1.22 20.09% 62487 0.11 1.14 DirectClass_sRGB_Alpha
8 1.01% 1.82 1.40% 68722 0.04 0.97 glitch 30 3.78% 1.63 4.71% 133 0.00 0.82 PseudoClass_Gray
2 0.25% 1.72 0.33% 146688 0.09 0.80 gregstump 87 10.96% 0.54 4.55% 55 0.00 1.06 PseudoClass_sRGB
24 3.02% 0.02 0.04% 4940 0.29 0.83 icon 7 0.88% 0.33 0.22% 102 0.00 1.19 PseudoClass_sRGB_Alpha
27 3.40% 1.14 2.96% 124026 0.10 0.75 jxl_art 9 1.13% 0.32 0.28% 20310 0.09 0.85 source_app
1 0.13% 0.87 0.08% 224155 0.26 0.87 kaleidoscope 83 10.45% 0.35 2.83% 20265 0.16 0.88 source_app->exiftool
16 2.02% 1.37 2.11% 3173 0.00 2.06 larip 41 5.16% 0.27 1.05% 41699 0.17 0.82 source_gimp
56 7.05% 0.21 1.15% 27049 0.13 0.85 logo 2 0.25% 1.62 0.31% 241406 0.12 1.47 source_gimp->exiftool
81 10.20% 1.17 9.11% 94366 0.12 0.85 lossy 11 1.39% 1.37 1.46% 48831 0.04 0.94 source_gnome_screenshot->exiftool
51 6.42% 1.75 8.58% 254917 0.23 0.83 machine_learning 1 0.13% 2.07 0.20% 19818 0.01 0.79 source_imagemagick
21 2.64% 0.99 1.99% 62692 0.08 0.97 misc 522 65.74% 1.45 72.87% 89921 0.08 0.94 source_imagemagick->exiftool
22 2.77% 1.66 3.52% 140632 0.11 0.91 mixed 2 0.25% 1.79 0.34% 59126 0.03 0.80 source_sdl
2 0.25% 0.79 0.15% 4733 0.01 1.03 mosaic 33 4.16% 1.69 5.38% 129706 0.11 0.95 source_unknown->exiftool
34 4.28% 0.30 0.97% 49998 0.20 0.84 normal 31 3.90% 1.48 4.40% 52984 0.04 1.82 source_web
6 0.76% 2.39 1.38% 31417 0.08 0.82 optical_illusion 59 7.43% 1.92 10.90% 201456 0.13 1.07 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
569271937 4.3446396 68.39% 68.14% 0.16859315 0.1819513 CR cjxl_0.10.1_d0e10
587092039 4.4537427 4.66% 4.41% 0.4608499 0.9602691 CR cjxl_0.10.1_d0e9
594639156 4.5329095 1.26% 1.13% 0.7472084 1.599299 CR cjxl_0.10.1_d0e8
607441770 4.6450544 0.50% 0.50% 1.65267 3.61110 CR cjxl_0.10.1_d0e7
622355310 4.6743187 18.39% 17.76% 0.3106406 0.5411063 ·· cwebp_1.3.2_z9mt
635660188 4.7865715 2.39% 0.63% 3.91560 4.54048 CR cwebp_1.3.2_z8mt
639739082 4.8102053 2.27% 0.50% 6.97851 6.96684 CR cwebp_1.3.2_z7mt
642514970 4.8271036 1.01% 0.25% 8.03899 8.05322 CR cwebp_1.3.2_z6mt
644650868 4.8415821 1.01% 0.13% 9.06241 9.05335 CR cwebp_1.3.2_z5mt
638095662 4.8466955 ···· ···· 1.94774 4.39442 ·· cjxl_0.10.1_d0e6
646065820 4.8583077 1.39% 0.50% 9.52077 9.51771 CR cwebp_1.3.2_z4mt
646513186 4.8626911 1.01% 0.38% 9.89506 9.87248 CR cwebp_1.3.2_z3mt
651943623 4.9545087 0.13% 0.13% 2.24895 5.18042 ·· cjxl_0.10.1_d0e5
660651418 5.0054593 2.27% 1.64% 12.0487 12.0451 CR cwebp_1.3.2_z2mt
678474664 5.1848256 0.50% 0.13% 15.8026 15.7865 CR cwebp_1.3.2_z1mt
733528330 5.3281810 0.38% 0.38% 3.20743 7.58113 ·· cjxl_0.10.1_d0e4
791327382 5.7020072 ···· ···· 5.42315 20.699 ·R cjxl_0.10.1_d0e3
784319748 5.9131701 0.13% 0.13% 0.2395505 0.5793937 ·· ect_0.9.5_9mt-deflate
785339062 5.9165793 0.50% 0.50% 0.3601457 1.048189 ·· pingo_0.99_s9
784903998 5.9182274 0.13% 0.13% 0.3679574 0.8971062 ·· ect_0.9.5_8mt-deflate
787896596 5.9365879 ···· ···· 0.7519956 1.44626 ·· ect_0.9.5_7mt-deflate
774520720 5.9370854 ···· ···· 33.287 33.014 CR cwebp_1.3.2_z0mt
788474156 5.9371493 ···· ···· 0.5558396 1.38648 ·· pingo_0.99_s8
788520470 5.9407011 ···· ···· 0.9650768 1.68546 ·· ect_0.9.5_6mt-deflate
790883947 5.9522842 ···· ···· 0.7516815 1.54272 ·· pingo_0.99_s7
790225376 5.9543017 ···· ···· 1.487826 2.32505 ·· ect_0.9.5_5mt-deflate
789945738 5.9608591 ···· ···· 0.2602279 1.60486 ·· oxipng_9.0.0_o6
790000676 5.9615677 ···· ···· 0.3312546 1.65887 ·· oxipng_9.0.0_o5
793236461 5.9649178 ···· ···· 0.9553180 1.57038 ·· pingo_0.99_s6
790214497 5.9649525 ···· ···· 0.6378518 1.83466 ·· oxipng_9.0.0_o4
793267242 5.9678705 ···· ···· 0.9541446 1.59295 ·· pingo_0.99_s5
792396768 5.9699483 ···· ···· 1.959782 2.82337 ·· ect_0.9.5_4mt-deflate
791035645 5.9723518 ···· ···· 0.8730575 2.39409 ·· oxipng_9.0.0_o3
794716226 5.9810304 ···· ···· 1.10670 1.85232 ·· pingo_0.99_s4
794726583 5.9826736 ···· ···· 1.10371 1.86369 ·· pingo_0.99_s3
794843646 5.9884872 ···· ···· 1.12315 1.95522 ·· pingo_0.99_s2
794996267 5.9927669 ···· ···· 2.44207 3.45316 ·· ect_0.9.5_3mt-deflate
796850032 6.0050351 ···· ···· 1.23482 2.29259 ·· pingo_0.99_s1
796296975 6.0061095 ···· ···· 2.57483 3.57870 ·· oxipng_9.0.0_o2
816310490 6.0106138 ···· ···· 8.40304 24.342 ·· cjxl_0.10.1_d0e2
802950513 6.0386676 ···· ···· 2.77209 4.24757 ·· ect_0.9.5_2mt-deflate
805491149 6.0913072 ···· ···· 4.91295 5.74814 ·· oxipng_9.0.0_o1
811317643 6.0979059 ···· ···· 1.75955 3.53617 ·· pingo_0.99_s0
828975391 6.2378446 ···· ···· 12.9894 12.9357 ·· ect_0.9.5_1mt-deflate
847943071 6.3838676 ···· ···· 15.885 19.078 ·· oxipng_9.0.0_o0
859443147 6.5843629 ···· ···· 40.868 47.973 CR cjxl_0.10.1_d0e1
884693293 6.6369518 ···· ···· >1.31e+03 >1.31e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
115 100.00% 1.02 100.00% 118912 0.14 0.84 all
9 7.83% 1.69 13.01% 135350 0.10 0.80 boxed
1 0.87% 2.07 1.77% 456202 0.22 0.84 collage
11 9.57% 0.94 8.84% 95756 0.16 0.82 edit
21 18.26% 1.77 31.82% 135078 0.09 0.78 film
1 0.87% 0.87 0.75% 224155 0.26 0.87 kaleidoscope
64 55.65% 1.08 59.27% 101553 0.13 0.84 lossy
94 81.74% 0.85 68.18% 115300 0.15 0.85 photo
5 4.35% 1.23 5.26% 169890 0.15 0.81 ui
27 23.48% 1.04 23.94% 165965 0.18 0.84 watermark
112 97.39% 1.03 98.57% 118492 0.14 0.84 visibly_opaque
3 2.61% 0.56 1.43% 134572 0.25 0.81 visibly_transparent
98 85.22% 0.99 83.34% 126549 0.15 0.84 DirectClass_sRGB
8 6.96% 1.30 8.88% 158861 0.17 0.81 DirectClass_sRGB_Alpha
6 5.22% 0.86 4.40% 248 0.00 0.86 PseudoClass_Gray
3 2.61% 1.32 3.39% 241 0.00 0.82 PseudoClass_sRGB
1 0.87% 2.07 1.77% 456202 0.22 0.84 source_gimp->exiftool
2 1.74% 2.07 3.55% 72757 0.04 0.84 source_gnome_screenshot->exiftool
111 96.52% 0.98 93.34% 114625 0.14 0.84 source_imagemagick->exiftool
1 0.87% 1.57 1.34% 349755 0.22 0.84 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
78246827 5.7910318 81.74% 81.74% 0.1086325 0.1172075 CR cjxl_0.10.1_d0e10
78728128 5.8260458 7.83% 7.83% 0.310899 0.421709 CR cjxl_0.10.1_d0e9
79263896 5.8665419 5.22% 5.22% 0.445358 0.600102 CR cjxl_0.10.1_d0e8
79928056 5.9119335 1.74% 1.74% 1.16224 1.7950 CR cjxl_0.10.1_d0e7
82648107 6.0857466 ···· ···· 1.5526 2.5804 CR cjxl_0.10.1_d0e6
83936687 6.1927714 ···· ···· 1.9681 3.5115 CR cjxl_0.10.1_d0e5
84712809 6.2804481 2.61% 2.61% 3.1654 6.0177 CR cjxl_0.10.1_d0e4
86366996 6.4112937 ···· ···· 5.4784 20.55 CR cjxl_0.10.1_d0e3
88261276 6.5060814 ···· ···· 0.171276 0.317542 ·· cwebp_1.3.2_z9mt
89141450 6.5725482 ···· ···· 2.2457 2.2452 ·· cwebp_1.3.2_z8mt
89702618 6.6093895 0.87% 0.87% 2.5510 2.5482 ·· cwebp_1.3.2_z7mt
89980760 6.6241960 ···· ···· 3.4375 3.4368 ·· cwebp_1.3.2_z6mt
90078040 6.6309390 ···· ···· 4.3874 4.3888 ·· cwebp_1.3.2_z5mt
90114178 6.6371954 ···· ···· 4.4745 4.4745 ·· cwebp_1.3.2_z4mt
90147234 6.6411135 ···· ···· 4.7409 4.7407 ·· cwebp_1.3.2_z3mt
92002748 6.7767257 ···· ···· 6.3470 6.3480 C· cwebp_1.3.2_z2mt
93885656 6.9317441 ···· ···· 7.9794 7.9860 C· cwebp_1.3.2_z1mt
95949393 7.0811248 ···· ···· 8.4199 23.65 CR cjxl_0.10.1_d0e2
103405440 7.6253772 ···· ···· 35.44 39.15 CR cjxl_0.10.1_d0e1
105068838 7.6816534 ···· ···· 22.72 22.70 ·· cwebp_1.3.2_z0mt
111709074 8.3293173 ···· ···· 0.315869 0.837098 ·· pingo_0.99_s9
112312775 8.3535833 ···· ···· 0.171050 0.492736 ·· ect_0.9.5_9mt-deflate
112090550 8.3579784 ···· ···· 0.488828 1.01797 ·· pingo_0.99_s8
112385701 8.3582083 ···· ···· 0.256006 0.724954 ·· ect_0.9.5_8mt-deflate
112212573 8.3699854 ···· ···· 0.243400 1.46051 ·· oxipng_9.0.0_o6
112230548 8.3724473 ···· ···· 0.313190 1.5135 ·· oxipng_9.0.0_o5
112325758 8.3750572 ···· ···· 0.589787 1.08227 ·· pingo_0.99_s7
112657374 8.3799183 ···· ···· 0.466335 0.932518 ·· ect_0.9.5_7mt-deflate
112328523 8.3844659 ···· ···· 0.604365 1.6014 ·· oxipng_9.0.0_o4
112758385 8.3874971 ···· ···· 0.553255 0.987339 ·· ect_0.9.5_6mt-deflate
112544568 8.3903918 ···· ···· 0.784113 1.00676 ·· pingo_0.99_s6
112405853 8.3908422 ···· ···· 0.737673 1.8827 ·· oxipng_9.0.0_o3
112545168 8.3912985 ···· ···· 0.782097 1.00755 ·· pingo_0.99_s5
112994629 8.4065582 ···· ···· 0.728120 1.14428 ·· ect_0.9.5_5mt-deflate
112771050 8.4133033 ···· ···· 0.994745 1.3858 ·· pingo_0.99_s3
112771497 8.4142275 ···· ···· 0.991040 1.3861 ·· pingo_0.99_s4
112773933 8.4155747 ···· ···· 1.00330 1.4038 ·· pingo_0.99_s2
112966783 8.4293835 ···· ···· 1.06224 1.5373 ·· pingo_0.99_s1
113303738 8.4301399 ···· ···· 0.823923 1.20661 ·· ect_0.9.5_4mt-deflate
113695822 8.4652298 ···· ···· 1.09755 1.6538 ·· ect_0.9.5_3mt-deflate
113702392 8.4823262 ···· ···· 1.9078 2.7120 ·· oxipng_9.0.0_o2
114307841 8.5310822 ···· ···· 3.8261 4.1620 ·· oxipng_9.0.0_o1
115465529 8.5860596 ···· ···· 1.5758 2.6751 ·· ect_0.9.5_2mt-deflate
115733740 8.6288663 ···· ···· 1.6168 2.8447 ·· pingo_0.99_s0
119239206 8.8561616 ···· ···· 3.0387 3.0246 ·· ect_0.9.5_1mt-deflate
120274551 8.9330269 ···· ···· 14.39 16.13 ·· oxipng_9.0.0_o0
124151084 9.1314404 ···· ···· >1.02e+03 >1.02e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
88 100.00% 0.94 100.00% 112200 0.14 0.84 all
10 11.36% 1.86 22.62% 154678 0.09 0.75 film
46 52.27% 0.97 54.31% 83374 0.12 0.85 lossy
78 88.64% 0.82 77.38% 106754 0.15 0.86 photo
26 29.55% 0.98 30.93% 161622 0.18 0.84 watermark
85 96.59% 0.95 97.97% 111410 0.14 0.85 visibly_opaque
3 3.41% 0.56 2.03% 134572 0.25 0.81 visibly_transparent
75 85.23% 0.93 84.76% 121659 0.15 0.85 DirectClass_sRGB
6 6.82% 1.04 7.58% 124567 0.18 0.80 DirectClass_sRGB_Alpha
4 4.55% 0.58 2.84% 252 0.00 0.84 PseudoClass_Gray
3 3.41% 1.32 4.82% 241 0.00 0.82 PseudoClass_sRGB
1 1.14% 2.07 2.52% 78231 0.04 0.81 source_gnome_screenshot->exiftool
86 97.73% 0.91 95.57% 109832 0.14 0.84 source_imagemagick->exiftool
1 1.14% 1.57 1.91% 349755 0.22 0.84 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
57699385 6.0429140 79.55% 79.55% 0.108025 0.116360 CR cjxl_0.10.1_d0e10
58089836 6.0827376 10.23% 10.23% 0.310966 0.430001 CR cjxl_0.10.1_d0e9
58500549 6.1267066 4.55% 4.55% 0.442632 0.612792 CR cjxl_0.10.1_d0e8
58983383 6.1754770 1.14% 1.14% 1.1699 1.8331 CR cjxl_0.10.1_d0e7
61047825 6.3634115 ···· ···· 1.5540 2.6118 CR cjxl_0.10.1_d0e6
62034230 6.4816637 ···· ···· 1.9690 3.5466 CR cjxl_0.10.1_d0e5
62436831 6.5696269 3.41% 3.41% 3.1891 6.0012 CR cjxl_0.10.1_d0e4
63699152 6.7121333 ···· ···· 5.3862 19.74 CR cjxl_0.10.1_d0e3
64410352 6.7460018 ···· ···· 0.173120 0.320670 ·· cwebp_1.3.2_z9mt
65017154 6.8137873 ···· ···· 2.2739 2.2734 ·· cwebp_1.3.2_z8mt
65476504 6.8587379 1.14% 1.14% 2.5697 2.5692 ·· cwebp_1.3.2_z7mt
65648910 6.8727500 ···· ···· 3.4354 3.4346 ·· cwebp_1.3.2_z6mt
65713680 6.8792876 ···· ···· 4.3746 4.3743 ·· cwebp_1.3.2_z5mt
65746434 6.8846009 ···· ···· 4.4361 4.4360 ·· cwebp_1.3.2_z4mt
65781084 6.8891707 ···· ···· 4.6845 4.6842 ·· cwebp_1.3.2_z3mt
67371052 7.0445561 ···· ···· 6.3096 6.3108 C· cwebp_1.3.2_z2mt
68871304 7.2145968 ···· ···· 7.9521 7.9607 C· cwebp_1.3.2_z1mt
70327273 7.3754027 ···· ···· 8.3856 23.15 CR cjxl_0.10.1_d0e2
75953096 7.9501560 ···· ···· 35.03 38.29 CR cjxl_0.10.1_d0e1
76468138 7.9525620 ···· ···· 22.39 22.34 ·· cwebp_1.3.2_z0mt
81478184 8.6424361 ···· ···· 0.315952 0.820846 ·· pingo_0.99_s9
81761046 8.6736417 ···· ···· 0.483744 0.99616 ·· pingo_0.99_s8
82123567 8.6787692 ···· ···· 0.171273 0.482828 ·· ect_0.9.5_9mt-deflate
82181286 8.6838255 ···· ···· 0.255907 0.710425 ·· ect_0.9.5_8mt-deflate
81818650 8.6841145 ···· ···· 0.243099 1.4612 ·· oxipng_9.0.0_o6
81829505 8.6858956 ···· ···· 0.312215 1.5061 ·· oxipng_9.0.0_o5
81924943 8.6908935 ···· ···· 0.584807 1.0613 ·· pingo_0.99_s7
81926358 8.7011000 ···· ···· 0.602985 1.5956 ·· oxipng_9.0.0_o4
82068972 8.7036979 ···· ···· 0.767753 0.99435 ·· pingo_0.99_s6
82069178 8.7038248 ···· ···· 0.766185 0.99660 ·· pingo_0.99_s5
81978965 8.7066919 ···· ···· 0.730993 1.8646 ·· oxipng_9.0.0_o3
82397725 8.7070188 ···· ···· 0.466429 0.915063 ·· ect_0.9.5_7mt-deflate
82465763 8.7148525 ···· ···· 0.551358 0.96694 ·· ect_0.9.5_6mt-deflate
82249157 8.7292535 ···· ···· 0.97815 1.3722 ·· pingo_0.99_s3
82249157 8.7292610 ···· ···· 0.97545 1.3726 ·· pingo_0.99_s4
82251229 8.7300441 ···· ···· 0.98564 1.3941 ·· pingo_0.99_s2
82619957 8.7333908 ···· ···· 0.724432 1.1266 ·· ect_0.9.5_5mt-deflate
82387707 8.7432963 ···· ···· 1.0351 1.5144 ·· pingo_0.99_s1
82841441 8.7581335 ···· ···· 0.822576 1.1937 ·· ect_0.9.5_4mt-deflate
83131433 8.7941384 ···· ···· 1.1065 1.6537 ·· ect_0.9.5_3mt-deflate
83072746 8.8119840 ···· ···· 1.8842 2.6950 ·· oxipng_9.0.0_o2
83554167 8.8649260 ···· ···· 3.7976 4.0959 ·· oxipng_9.0.0_o1
84627015 8.9328226 ···· ···· 1.5936 2.6544 ·· ect_0.9.5_2mt-deflate
84564267 8.9659315 ···· ···· 1.5534 2.7810 ·· pingo_0.99_s0
87174241 9.2063461 ···· ···· 2.9870 2.9848 ·· ect_0.9.5_1mt-deflate
87793493 9.2770396 ···· ···· 14.28 16.04 ·· oxipng_9.0.0_o0
90745741 9.4940430 ···· ···· >9.4e+02 >9.4e+02 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
109 100.00% 1.11 100.00% 139080 0.16 0.84 all
10 9.17% 1.86 15.39% 154678 0.09 0.75 film
46 42.20% 0.97 36.95% 83374 0.12 0.85 lossy
21 19.27% 1.84 31.96% 251721 0.21 0.83 machine_learning
78 71.56% 0.82 52.65% 106754 0.15 0.86 photo
21 19.27% 1.84 31.96% 251721 0.21 0.83 photo_like
26 23.85% 0.98 21.05% 161622 0.18 0.84 watermark
106 97.25% 1.13 98.62% 139208 0.15 0.84 visibly_opaque
3 2.75% 0.56 1.38% 134572 0.25 0.81 visibly_transparent
96 88.07% 1.13 89.63% 150110 0.16 0.84 DirectClass_sRGB
6 5.50% 1.04 5.15% 124567 0.18 0.80 DirectClass_sRGB_Alpha
4 3.67% 0.58 1.93% 252 0.00 0.84 PseudoClass_Gray
3 2.75% 1.32 3.28% 241 0.00 0.82 PseudoClass_sRGB
1 0.92% 2.07 1.71% 78231 0.04 0.81 source_gnome_screenshot->exiftool
97 88.99% 1.08 86.76% 120601 0.15 0.84 source_imagemagick->exiftool
11 10.09% 1.27 11.53% 307560 0.24 0.82 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
91733036 6.2034291 79.82% 79.82% 0.1053875 0.1137983 CR cjxl_0.10.1_d0e10
92461327 6.2441029 11.01% 11.01% 0.295198 0.478972 CR cjxl_0.10.1_d0e9
92937441 6.2843384 3.67% 3.67% 0.415244 0.662383 CR cjxl_0.10.1_d0e8
93449875 6.3262478 1.83% 1.83% 1.12963 2.0541 CR cjxl_0.10.1_d0e7
96113869 6.5065271 ···· ···· 1.5182 2.9010 CR cjxl_0.10.1_d0e6
97331558 6.6141714 ···· ···· 1.9330 3.8975 CR cjxl_0.10.1_d0e5
98002011 6.6951770 2.75% 2.75% 3.1546 6.4458 CR cjxl_0.10.1_d0e4
99696463 6.8220711 ···· ···· 5.3462 20.18 CR cjxl_0.10.1_d0e3
101319196 6.8975165 ···· ···· 0.169556 0.313765 ·· cwebp_1.3.2_z9mt
102419126 6.9704352 ···· ···· 2.2616 2.2612 ·· cwebp_1.3.2_z8mt
103068658 7.0128576 0.92% 0.92% 2.5356 2.5352 ·· cwebp_1.3.2_z7mt
103272046 7.0264400 ···· ···· 3.4226 3.4218 ·· cwebp_1.3.2_z6mt
103351874 7.0327247 ···· ···· 4.4103 4.4098 ·· cwebp_1.3.2_z5mt
103514266 7.0389326 ···· ···· 4.4699 4.4698 ·· cwebp_1.3.2_z4mt
103547162 7.0424373 ···· ···· 4.7136 4.7138 ·· cwebp_1.3.2_z3mt
105203444 7.1785669 ···· ···· 6.3617 6.3630 C· cwebp_1.3.2_z2mt
107024612 7.3425053 ···· ···· 7.9507 7.9576 C· cwebp_1.3.2_z1mt
108898078 7.4957220 ···· ···· 8.3986 23.70 CR cjxl_0.10.1_d0e2
118344722 8.0878493 ···· ···· 22.32 22.30 C· cwebp_1.3.2_z0mt
118510387 8.1056899 ···· ···· 34.58 37.83 CR cjxl_0.10.1_d0e1
128979414 8.8566188 ···· ···· 0.311408 0.813504 ·· pingo_0.99_s9
129551733 8.8823179 ···· ···· 0.164213 0.472821 ·· ect_0.9.5_9mt-deflate
129636700 8.8880997 ···· ···· 0.244655 0.689856 ·· ect_0.9.5_8mt-deflate
129422220 8.8896213 ···· ···· 0.479897 0.979609 ·· pingo_0.99_s8
129533554 8.9008020 ···· ···· 0.237361 1.43346 ·· oxipng_9.0.0_o6
129551764 8.9027786 ···· ···· 0.305741 1.4816 ·· oxipng_9.0.0_o5
129649405 8.9065183 ···· ···· 0.579557 1.03978 ·· pingo_0.99_s7
129985458 8.9131593 ···· ···· 0.446912 0.878219 ·· ect_0.9.5_7mt-deflate
129668396 8.9152939 ···· ···· 0.594402 1.5636 ·· oxipng_9.0.0_o4
129721935 8.9208136 ···· ···· 0.720205 1.8273 ·· oxipng_9.0.0_o3
129942318 8.9208570 ···· ···· 0.765785 0.974803 ·· pingo_0.99_s6
129942516 8.9209572 ···· ···· 0.761918 0.976423 ·· pingo_0.99_s5
130094760 8.9213608 ···· ···· 0.528155 0.925318 ·· ect_0.9.5_6mt-deflate
130302792 8.9393296 ···· ···· 0.689699 1.06570 ·· ect_0.9.5_5mt-deflate
130181782 8.9455936 ···· ···· 0.979812 1.3452 ·· pingo_0.99_s3
130181782 8.9455996 ···· ···· 0.978036 1.3461 ·· pingo_0.99_s4
130184463 8.9464024 ···· ···· 0.987242 1.3650 ·· pingo_0.99_s2
130352163 8.9583191 ···· ···· 1.03192 1.4786 ·· pingo_0.99_s1
130671512 8.9650196 ···· ···· 0.781298 1.12646 ·· ect_0.9.5_4mt-deflate
131079586 9.0004219 ···· ···· 1.06792 1.5966 ·· ect_0.9.5_3mt-deflate
131114829 9.0160184 ···· ···· 1.8315 2.6170 ·· oxipng_9.0.0_o2
131678662 9.0622075 ···· ···· 3.7389 3.9810 ·· oxipng_9.0.0_o1
132951507 9.1249521 ···· ···· 1.5463 2.5883 ·· ect_0.9.5_2mt-deflate
133280191 9.1736098 ···· ···· 1.5953 2.7530 ·· pingo_0.99_s0
136692708 9.4014589 ···· ···· 2.7484 2.7461 ·· ect_0.9.5_1mt-deflate
137689270 9.4768088 ···· ···· 14.18 15.66 ·· oxipng_9.0.0_o0
140874647 9.6664672 ···· ···· >1.11e+03 >1.11e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
65 100.00% 2.73 100.00% 168476 0.07 0.86 all
65 100.00% 2.73 100.00% 168476 0.07 0.86 3d
4 6.15% 1.33 3.00% 35646 0.03 0.78 edit
49 75.38% 2.36 65.15% 164262 0.07 0.86 game
2 3.08% 2.07 2.34% 33612 0.02 1.09 glitch
1 1.54% 2.07 1.17% 104912 0.05 0.88 lossy
1 1.54% 2.36 1.33% 59557 0.03 0.81 panorama
1 1.54% 2.03 1.14% 283541 0.14 0.89 ui
10 15.38% 4.06 22.90% 189553 0.09 0.84 watermark
63 96.92% 2.73 97.11% 170893 0.07 0.86 visibly_opaque
2 3.08% 2.56 2.89% 92348 0.04 0.80 visibly_transparent
61 93.85% 2.74 94.18% 171128 0.07 0.86 DirectClass_sRGB
4 6.15% 2.58 5.82% 128030 0.05 0.81 DirectClass_sRGB_Alpha
1 1.54% 2.07 1.17% 19818 0.01 0.79 source_imagemagick
61 93.85% 2.73 93.85% 171191 0.07 0.86 source_imagemagick->exiftool
1 1.54% 3.11 1.75% 281602 0.09 0.90 source_web
2 3.08% 2.86 3.22% 103428 0.04 0.87 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
142460786 6.3941598 87.69% 87.69% 0.08565834 0.09360849 CR cjxl_0.10.1_d0e10
144409234 6.4763433 4.62% 4.62% 0.233244 0.670421 CR cjxl_0.10.1_d0e9
145558075 6.5357072 ···· ···· 0.346418 0.951216 CR cjxl_0.10.1_d0e8
147459074 6.6272610 ···· ···· 0.963199 2.9206 CR cjxl_0.10.1_d0e7
153982428 6.9003857 7.69% 7.69% 0.202050 0.372338 ·· cwebp_1.3.2_z9mt
155662041 6.9866888 ···· ···· 1.32061 4.0195 CR cjxl_0.10.1_d0e6
156043788 6.9951935 ···· ···· 1.66185 1.66177 C· cwebp_1.3.2_z8mt
157155790 7.0467072 ···· ···· 2.0294 2.0292 C· cwebp_1.3.2_z7mt
157547906 7.0708058 ···· ···· 3.2450 3.2447 C· cwebp_1.3.2_z6mt
157727140 7.0801781 ···· ···· 4.2285 4.2282 CR cwebp_1.3.2_z5mt
157998026 7.0867719 ···· ···· 4.2152 4.2141 ·· cwebp_1.3.2_z4mt
158081570 7.0915520 ···· ···· 4.4090 4.4089 CR cwebp_1.3.2_z3mt
158148052 7.0977490 ···· ···· 1.75171 5.4039 ·R cjxl_0.10.1_d0e5
159898906 7.1722802 ···· ···· 5.5928 5.5919 CR cwebp_1.3.2_z2mt
162816302 7.3487893 ···· ···· 2.7057 7.8548 ·R cjxl_0.10.1_d0e4
163381114 7.3645172 ···· ···· 6.8342 6.8331 C· cwebp_1.3.2_z1mt
167270757 7.5627094 ···· ···· 5.2739 26.66 ·R cjxl_0.10.1_d0e3
176558016 8.0535670 ···· ···· 8.5382 30.49 CR cjxl_0.10.1_d0e2
183244548 8.2935152 ···· ···· 23.79 23.72 C· cwebp_1.3.2_z0mt
192727758 8.6933631 ···· ···· 0.1316926 0.514124 ·· ect_0.9.5_9mt-deflate
192886770 8.6994554 ···· ···· 0.1947656 0.735852 ·· ect_0.9.5_8mt-deflate
193637338 8.7259952 ···· ···· 0.289197 0.887287 ·· pingo_0.99_s9
193837881 8.7261122 ···· ···· 0.385832 0.965878 ·· ect_0.9.5_7mt-deflate
194024541 8.7332403 ···· ···· 0.471645 1.03083 ·· ect_0.9.5_6mt-deflate
194448467 8.7509867 ···· ···· 0.637763 1.18005 ·· ect_0.9.5_5mt-deflate
194472761 8.7543565 ···· ···· 0.506424 1.08052 ·· pingo_0.99_s8
194095760 8.7606448 ···· ···· 0.1959069 1.25149 ·· oxipng_9.0.0_o6
194098312 8.7608263 ···· ···· 0.252132 1.24782 ·· oxipng_9.0.0_o5
194127674 8.7617147 ···· ···· 0.499043 1.32923 ·· oxipng_9.0.0_o4
194252430 8.7674383 ···· ···· 0.628902 1.60807 ·· oxipng_9.0.0_o3
194970658 8.7730464 ···· ···· 0.742689 1.26418 ·· ect_0.9.5_4mt-deflate
194931425 8.7749441 ···· ···· 0.655206 1.09444 ·· pingo_0.99_s7
195064975 8.7894296 ···· ···· 40.40 46.73 CR cjxl_0.10.1_d0e1
195503653 8.7986835 ···· ···· 0.945513 1.59722 ·· ect_0.9.5_3mt-deflate
195747040 8.8055268 ···· ···· 0.891480 0.990951 ·· pingo_0.99_s6
195747040 8.8055268 ···· ···· 0.886465 0.990603 ·· pingo_0.99_s5
195971479 8.8177766 ···· ···· 1.11774 1.27780 ·· pingo_0.99_s4
195971479 8.8177766 ···· ···· 1.11169 1.27780 ·· pingo_0.99_s2
195971479 8.8177766 ···· ···· 1.11147 1.27789 ·· pingo_0.99_s3
195556841 8.8270139 ···· ···· 1.67497 2.3376 ·· oxipng_9.0.0_o2
196324432 8.8340723 ···· ···· 1.21937 1.41512 ·· pingo_0.99_s1
196879861 8.8871030 ···· ···· 3.5939 3.5982 ·· oxipng_9.0.0_o1
197617202 8.8900248 ···· ···· 1.42083 2.9058 ·· ect_0.9.5_2mt-deflate
199739765 8.9791066 ···· ···· 2.1155 2.8066 ·· pingo_0.99_s0
202702848 9.1194453 ···· ···· 2.7395 2.7342 ·· ect_0.9.5_1mt-deflate
205704772 9.2579767 ···· ···· 16.306 16.351 ·· oxipng_9.0.0_o0
209286646 9.4113932 ···· ···· >2.7e+03 >2.7e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
57 100.00% 2.87 100.00% 182421 0.08 0.85 all
57 100.00% 2.87 100.00% 182421 0.08 0.85 3d
43 75.44% 2.46 64.66% 182153 0.08 0.86 game
1 1.75% 2.07 1.27% 104912 0.05 0.88 lossy
10 17.54% 4.06 24.84% 189553 0.09 0.84 watermark
56 98.25% 2.87 98.31% 183444 0.08 0.86 visibly_opaque
1 1.75% 2.76 1.69% 125139 0.05 0.78 visibly_transparent
55 96.49% 2.87 96.41% 181660 0.08 0.85 DirectClass_sRGB
2 3.51% 2.94 3.59% 203370 0.07 0.84 DirectClass_sRGB_Alpha
1 1.75% 2.07 1.27% 19818 0.01 0.79 source_imagemagick
53 92.98% 2.88 93.33% 186599 0.08 0.85 source_imagemagick->exiftool
1 1.75% 3.11 1.90% 281602 0.09 0.90 source_web
2 3.51% 2.86 3.49% 103428 0.04 0.87 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
134102902 6.6667216 89.47% 89.47% 0.08513428 0.09302065 CR cjxl_0.10.1_d0e10
135828125 6.7449549 3.51% 3.51% 0.231319 0.680762 CR cjxl_0.10.1_d0e9
136909072 6.8068339 ···· ···· 0.338844 0.957372 CR cjxl_0.10.1_d0e8
138633017 6.8972258 ···· ···· 0.942917 2.9510 CR cjxl_0.10.1_d0e7
145062548 7.1961433 7.02% 7.02% 0.195264 0.359582 ·· cwebp_1.3.2_z9mt
146426694 7.2736718 ···· ···· 1.30980 4.0804 CR cjxl_0.10.1_d0e6
147019336 7.2955128 ···· ···· 1.59999 1.59990 C· cwebp_1.3.2_z8mt
148019070 7.3463056 ···· ···· 1.9257 1.9255 C· cwebp_1.3.2_z7mt
148362896 7.3693680 ···· ···· 3.0855 3.0852 C· cwebp_1.3.2_z6mt
148522136 7.3785075 ···· ···· 4.0687 4.0686 C· cwebp_1.3.2_z5mt
148793022 7.3860268 ···· ···· 4.0548 4.0541 ·· cwebp_1.3.2_z4mt
148756732 7.3871340 ···· ···· 1.7554 5.5024 ·R cjxl_0.10.1_d0e5
148868724 7.3908396 ···· ···· 4.2506 4.2505 C· cwebp_1.3.2_z3mt
150557494 7.4718032 ···· ···· 5.4535 5.4522 C· cwebp_1.3.2_z2mt
152639316 7.6189504 ···· ···· 2.7103 7.9536 ·R cjxl_0.10.1_d0e4
153708756 7.6636366 ···· ···· 6.6059 6.6047 C· cwebp_1.3.2_z1mt
156147725 7.7978978 ···· ···· 5.3564 26.94 ·R cjxl_0.10.1_d0e3
165460729 8.3438969 ···· ···· 8.5755 30.52 CR cjxl_0.10.1_d0e2
172549812 8.6466648 ···· ···· 23.39 23.32 C· cwebp_1.3.2_z0mt
181093742 9.0417670 ···· ···· 0.1347144 0.515466 ·· ect_0.9.5_9mt-deflate
181250615 9.0485423 ···· ···· 0.198674 0.728982 ·· ect_0.9.5_8mt-deflate
181754448 9.0638310 ···· ···· 0.294378 0.886703 ·· pingo_0.99_s9
182179635 9.0774151 ···· ···· 0.390733 0.943148 ·· ect_0.9.5_7mt-deflate
182354222 9.0846504 ···· ···· 0.475410 1.00188 ·· ect_0.9.5_6mt-deflate
182562882 9.0940829 ···· ···· 0.510887 1.06378 ·· pingo_0.99_s8
182130461 9.0967986 ···· ···· 0.2029693 1.28110 ·· oxipng_9.0.0_o6
182130823 9.0968122 ···· ···· 0.261317 1.27997 ·· oxipng_9.0.0_o5
182160185 9.0978254 ···· ···· 0.515620 1.35999 ·· oxipng_9.0.0_o4
182904144 9.1005094 ···· ···· 39.96 45.85 CR cjxl_0.10.1_d0e1
182745077 9.1023613 ···· ···· 0.635152 1.13320 ·· ect_0.9.5_5mt-deflate
182272785 9.1032114 ···· ···· 0.641100 1.62153 ·· oxipng_9.0.0_o3
182965590 9.1134384 ···· ···· 0.648200 1.07898 ·· pingo_0.99_s7
183204956 9.1228382 ···· ···· 0.735594 1.20834 ·· ect_0.9.5_4mt-deflate
183671825 9.1462644 ···· ···· 0.946977 1.54031 ·· ect_0.9.5_3mt-deflate
183781974 9.1480220 ···· ···· 0.882884 0.979336 ·· pingo_0.99_s6
183781974 9.1480220 ···· ···· 0.879353 0.979115 ·· pingo_0.99_s5
183975852 9.1591466 ···· ···· 1.11640 1.27107 ·· pingo_0.99_s4
183975852 9.1591466 ···· ···· 1.11075 1.27141 ·· pingo_0.99_s3
183975852 9.1591466 ···· ···· 1.10964 1.27112 ·· pingo_0.99_s2
183517419 9.1660267 ···· ···· 1.68786 2.3802 ·· oxipng_9.0.0_o2
184305635 9.1756100 ···· ···· 1.20725 1.39235 ·· pingo_0.99_s1
184771625 9.2279327 ···· ···· 3.6192 3.6232 ·· oxipng_9.0.0_o1
185714711 9.2439508 ···· ···· 1.43867 2.8490 ·· ect_0.9.5_2mt-deflate
187503382 9.3243378 ···· ···· 2.1146 2.7840 ·· pingo_0.99_s0
189929685 9.4430187 ···· ···· 2.5501 2.5442 ·· ect_0.9.5_1mt-deflate
192736963 9.5835835 ···· ···· 16.209 16.237 ·· oxipng_9.0.0_o0
196027315 9.7382828 ···· ···· >2.9e+03 >2.9e+03 CR original
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
73 100.00% 1.89 100.00% 127204 0.08 0.80 all 46 63.01% 1.95 65.07% 154117 0.09 0.80 DirectClass_sRGB
73 100.00% 1.89 100.00% 127204 0.08 0.80 digital_painting 23 31.51% 1.96 32.58% 95457 0.08 0.84 DirectClass_sRGB_Alpha
4 5.48% 2.44 7.08% 131887 0.08 0.85 edit 1 1.37% 1.64 1.19% 256 0.00 0.76 PseudoClass_Gray
6 8.22% 2.25 9.77% 135930 0.07 0.80 game 2 2.74% 0.09 0.13% 254 0.00 0.37 PseudoClass_sRGB_Alpha
10 13.70% 2.41 17.49% 27056 0.02 0.95 game_asset 1 1.37% 2.38 1.72% 175813 0.07 0.86 source_app
13 17.81% 1.50 14.12% 72650 0.06 0.92 lossy 1 1.37% 12.06 8.73% 17006 0.00 1.06 source_app->exiftool
1 1.37% 12.06 8.73% 17006 0.00 1.06 sprite_sheet 44 60.27% 1.69 53.81% 140850 0.11 0.78 source_imagemagick->exiftool
9 12.33% 1.47 9.56% 116852 0.10 0.78 watermark 8 10.96% 1.41 8.19% 25180 0.02 0.96 source_unknown->exiftool
59 80.82% 1.80 77.11% 131650 0.08 0.81 visibly_opaque 5 6.85% 0.63 2.28% 29032 0.06 0.62 source_web
14 19.18% 2.26 22.89% 108469 0.09 0.74 visibly_transparent 14 19.18% 2.49 25.26% 182076 0.07 0.79 source_web->exiftool
1 1.37% 1.42 1.03% 223 0.00 0.68 DirectClass_Gray_Alpha
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
93171946 5.2576088 83.56% 83.56% 0.09151797 0.09907976 CR cjxl_0.10.1_d0e10
95983671 5.3491367 1.37% 1.37% 0.272009 0.706057 CR cjxl_0.10.1_d0e9
96712632 5.4033426 ···· ···· 0.433464 1.09470 CR cjxl_0.10.1_d0e8
98195978 5.4913082 ···· ···· 1.11542 3.1084 CR cjxl_0.10.1_d0e7
101975104 5.7079048 15.07% 15.07% 0.240921 0.451154 ·· cwebp_1.3.2_z9mt
103170669 5.7887265 ···· ···· 1.44717 4.1526 CR cjxl_0.10.1_d0e6
105224725 5.9157584 ···· ···· 1.7790 5.2443 CR cjxl_0.10.1_d0e5
105388502 5.9198041 ···· ···· 1.8296 1.9512 C· cwebp_1.3.2_z8mt
106303490 5.9868465 ···· ···· 2.4591 2.4590 C· cwebp_1.3.2_z7mt
106649066 6.0131183 ···· ···· 3.5446 3.5450 C· cwebp_1.3.2_z6mt
107123976 6.0360147 ···· ···· 4.3452 4.3450 C· cwebp_1.3.2_z5mt
107467130 6.0448986 ···· ···· 4.3917 4.3929 C· cwebp_1.3.2_z4mt
107602114 6.0522027 ···· ···· 4.4830 4.4817 C· cwebp_1.3.2_z3mt
110003048 6.1790068 ···· ···· 5.9124 5.9102 CR cwebp_1.3.2_z2mt
112406284 6.1900602 ···· ···· 2.7431 7.6077 ·R cjxl_0.10.1_d0e4
119209207 6.3701224 ···· ···· 5.0673 23.87 ·R cjxl_0.10.1_d0e3
113600938 6.4633149 ···· ···· 7.8275 7.8266 C· cwebp_1.3.2_z1mt
125628668 7.1533574 ···· ···· 26.16 25.80 CR cwebp_1.3.2_z0mt
127968962 7.1604020 ···· ···· 8.1783 27.45 ·R cjxl_0.10.1_d0e2
127959955 7.3025257 ···· ···· 0.1299859 0.522938 ·· ect_0.9.5_9mt-deflate
128015903 7.3054060 ···· ···· 0.198852 0.796306 ·· ect_0.9.5_8mt-deflate
128252088 7.3073233 ···· ···· 0.287320 0.958178 ·· pingo_0.99_s9
128736329 7.3231676 ···· ···· 0.407995 1.14941 ·· ect_0.9.5_7mt-deflate
128840868 7.3277044 ···· ···· 0.513815 1.26872 ·· ect_0.9.5_6mt-deflate
129004036 7.3296716 ···· ···· 0.514627 1.23559 ·· pingo_0.99_s8
129158807 7.3421024 ···· ···· 0.731549 1.56499 ·· ect_0.9.5_5mt-deflate
129904953 7.3531830 ···· ···· 0.1661857 1.12562 ·· oxipng_9.0.0_o6
129908026 7.3534209 ···· ···· 0.213617 1.15302 ·· oxipng_9.0.0_o5
129911492 7.3541582 ···· ···· 0.426840 1.24726 ·· oxipng_9.0.0_o4
129491052 7.3542303 ···· ···· 0.713476 1.19099 ·· pingo_0.99_s7
129510564 7.3591584 ···· ···· 0.887296 1.10521 ·· pingo_0.99_s6
129510868 7.3593589 ···· ···· 0.883235 1.10924 ·· pingo_0.99_s5
130022285 7.3605836 ···· ···· 0.579635 1.60006 ·· oxipng_9.0.0_o3
129568968 7.3624104 ···· ···· 0.886894 1.81268 ·· ect_0.9.5_4mt-deflate
129689588 7.3687087 ···· ···· 1.04068 1.34346 ·· pingo_0.99_s4
129689769 7.3688405 ···· ···· 1.05485 1.34710 ·· pingo_0.99_s3
129690454 7.3693697 ···· ···· 1.05991 1.37290 ·· pingo_0.99_s2
130048533 7.3865410 ···· ···· 1.18634 1.60421 ·· pingo_0.99_s1
130054199 7.3902650 ···· ···· 1.10138 2.1842 ·· ect_0.9.5_3mt-deflate
130728450 7.3993541 ···· ···· 1.72610 2.2875 ·· oxipng_9.0.0_o2
131358251 7.4342086 ···· ···· 1.43607 3.1975 ·· ect_0.9.5_2mt-deflate
132666018 7.4949278 ···· ···· 1.9032 2.9575 ·· pingo_0.99_s0
133229002 7.5434697 ···· ···· 3.5062 3.6526 ·· oxipng_9.0.0_o1
136163281 7.7190248 ···· ···· 5.1188 5.1062 ·· ect_0.9.5_1mt-deflate
139958649 7.7776303 ···· ···· 40.35 47.33 CR cjxl_0.10.1_d0e1
140925525 7.9624113 ···· ···· 16.44 17.04 ·· oxipng_9.0.0_o0
151745020 8.3550913 ···· ···· >1.9e+03 >1.9e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
53 100.00% 1.71 100.00% 144759 0.10 0.77 all
53 100.00% 1.71 100.00% 144759 0.10 0.77 digital_painting
4 7.55% 0.94 4.17% 126039 0.15 0.81 lossy
8 15.09% 1.53 13.49% 127855 0.11 0.79 watermark
41 77.36% 1.75 79.32% 151775 0.10 0.78 visibly_opaque
12 22.64% 1.56 20.68% 120787 0.10 0.71 visibly_transparent
1 1.89% 1.42 1.56% 223 0.00 0.68 DirectClass_Gray_Alpha
35 66.04% 1.86 71.89% 164005 0.10 0.79 DirectClass_sRGB
14 26.42% 1.59 24.54% 137933 0.12 0.78 DirectClass_sRGB_Alpha
1 1.89% 1.64 1.81% 256 0.00 0.76 PseudoClass_Gray
2 3.77% 0.09 0.20% 254 0.00 0.37 PseudoClass_sRGB_Alpha
1 1.89% 2.38 2.62% 175813 0.07 0.86 source_app
34 64.15% 1.61 60.30% 148266 0.12 0.78 source_imagemagick->exiftool
5 9.43% 0.63 3.48% 29032 0.06 0.62 source_web
13 24.53% 2.34 33.60% 177708 0.07 0.77 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
68165924 5.4043167 92.45% 92.45% 0.09391642 0.1016144 CR cjxl_0.10.1_d0e10
69272433 5.4841712 1.89% 1.89% 0.280717 0.635443 CR cjxl_0.10.1_d0e9
69802769 5.5432611 ···· ···· 0.448595 0.970074 CR cjxl_0.10.1_d0e8
70518482 5.6166357 ···· ···· 1.1353 2.7900 CR cjxl_0.10.1_d0e7
73450453 5.8754000 ···· ···· 1.4607 3.7115 CR cjxl_0.10.1_d0e6
75585802 5.9604232 5.66% 5.66% 0.230894 0.432043 ·· cwebp_1.3.2_z9mt
74671173 5.9889391 ···· ···· 1.7917 4.7601 CR cjxl_0.10.1_d0e5
76661514 6.0467624 ···· ···· 1.9279 2.0954 C· cwebp_1.3.2_z8mt
77461514 6.1302771 ···· ···· 2.6353 2.6351 C· cwebp_1.3.2_z7mt
77652096 6.1529621 ···· ···· 3.6964 3.6969 C· cwebp_1.3.2_z6mt
77820218 6.1697727 ···· ···· 4.5037 4.5033 C· cwebp_1.3.2_z5mt
78096850 6.1800001 ···· ···· 4.5660 4.5679 C· cwebp_1.3.2_z4mt
77011854 6.1868377 ···· ···· 2.8683 7.3474 ·R cjxl_0.10.1_d0e4
78198526 6.1875725 ···· ···· 4.6531 4.6517 C· cwebp_1.3.2_z3mt
77544928 6.2278034 ···· ···· 5.1638 23.49 CR cjxl_0.10.1_d0e3
79024524 6.2671379 ···· ···· 6.1020 6.0990 C· cwebp_1.3.2_z2mt
81357536 6.5445121 ···· ···· 8.0699 8.0682 C· cwebp_1.3.2_z1mt
88087351 7.2676096 ···· ···· 8.2805 26.88 CR cjxl_0.10.1_d0e2
91519452 7.3368786 ···· ···· 26.69 26.17 C· cwebp_1.3.2_z0mt
93978295 7.6196279 ···· ···· 0.130130 0.495408 ·· ect_0.9.5_9mt-deflate
94028730 7.6232340 ···· ···· 0.199587 0.753478 ·· ect_0.9.5_8mt-deflate
94250090 7.6246714 ···· ···· 0.277821 0.898626 ·· pingo_0.99_s9
94711553 7.6458190 ···· ···· 0.396440 1.06357 ·· ect_0.9.5_7mt-deflate
94795515 7.6508185 ···· ···· 0.493929 1.17369 ·· ect_0.9.5_6mt-deflate
94936768 7.6518282 ···· ···· 0.480785 1.1489 ·· pingo_0.99_s8
94476378 7.6543572 ···· ···· 0.175653 1.1552 ·· oxipng_9.0.0_o6
94479451 7.6546848 ···· ···· 0.226892 1.1819 ·· oxipng_9.0.0_o5
94482324 7.6556572 ···· ···· 0.451945 1.2906 ·· oxipng_9.0.0_o4
94550339 7.6627061 ···· ···· 0.617098 1.6606 ·· oxipng_9.0.0_o3
95068556 7.6675320 ···· ···· 0.685775 1.4413 ·· ect_0.9.5_5mt-deflate
95218760 7.6715588 ···· ···· 0.664249 1.1712 ·· pingo_0.99_s7
95124347 7.6723795 ···· ···· 0.850920 1.08690 ·· pingo_0.99_s6
95124651 7.6726556 ···· ···· 0.844208 1.09253 ·· pingo_0.99_s5
95277387 7.6831279 ···· ···· 1.0214 1.3592 ·· pingo_0.99_s4
95277568 7.6833094 ···· ···· 1.0370 1.3636 ·· pingo_0.99_s3
95278253 7.6840383 ···· ···· 1.0502 1.4002 ·· pingo_0.99_s2
95370875 7.6865960 ···· ···· 0.820588 1.7058 ·· ect_0.9.5_4mt-deflate
95535047 7.7038520 ···· ···· 1.1711 1.6401 ·· pingo_0.99_s1
95129270 7.7100051 ···· ···· 1.7969 2.3934 ·· oxipng_9.0.0_o2
95723484 7.7119062 ···· ···· 1.01260 2.0555 ·· ect_0.9.5_3mt-deflate
96565266 7.7624380 ···· ···· 1.3609 3.0395 ·· ect_0.9.5_2mt-deflate
95968368 7.7728254 ···· ···· 3.7860 3.9852 ·· oxipng_9.0.0_o1
97406269 7.8172191 ···· ···· 1.8464 2.9876 ·· pingo_0.99_s0
95138047 7.8672288 ···· ···· 39.23 45.74 CR cjxl_0.10.1_d0e1
99086202 7.9656498 ···· ···· 5.3141 5.2990 ·· ect_0.9.5_1mt-deflate
101025882 8.1558232 ···· ···· 16.22 17.00 ·· oxipng_9.0.0_o0
102222904 8.3128521 ···· ···· >1.7e+03 >1.7e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
59 100.00% 1.71 100.00% 160757 0.11 0.77 all
53 89.83% 1.71 90.09% 144759 0.10 0.77 digital_painting
6 10.17% 1.66 9.91% 302073 0.18 0.82 digital_painting_like
4 6.78% 0.94 3.75% 126039 0.15 0.81 lossy
6 10.17% 1.66 9.91% 302073 0.18 0.82 machine_learning
8 13.56% 1.53 12.16% 127855 0.11 0.79 watermark
47 79.66% 1.74 81.36% 170962 0.11 0.79 visibly_opaque
12 20.34% 1.56 18.64% 120787 0.10 0.71 visibly_transparent
1 1.69% 1.42 1.41% 223 0.00 0.68 DirectClass_Gray_Alpha
41 69.49% 1.83 74.67% 184210 0.11 0.79 DirectClass_sRGB
14 23.73% 1.59 22.11% 137933 0.12 0.78 DirectClass_sRGB_Alpha
1 1.69% 1.64 1.63% 256 0.00 0.76 PseudoClass_Gray
2 3.39% 0.09 0.18% 254 0.00 0.37 PseudoClass_sRGB_Alpha
1 1.69% 2.38 2.36% 175813 0.07 0.86 source_app
34 57.63% 1.61 54.32% 148266 0.12 0.78 source_imagemagick->exiftool
5 8.47% 0.63 3.13% 29032 0.06 0.62 source_web
19 32.20% 2.13 40.18% 216981 0.10 0.79 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
76620174 5.5462300 89.83% 89.83% 0.09297169 0.1007275 CR cjxl_0.10.1_d0e10
77752107 5.6201503 5.08% 5.08% 0.273203 0.597713 CR cjxl_0.10.1_d0e9
78315117 5.6759863 ···· ···· 0.430754 0.904539 CR cjxl_0.10.1_d0e8
79059172 5.7441637 ···· ···· 1.10754 2.6325 CR cjxl_0.10.1_d0e7
82216862 5.9946718 ···· ···· 1.4426 3.5497 CR cjxl_0.10.1_d0e6
83520322 6.1033826 ···· ···· 1.7881 4.6077 CR cjxl_0.10.1_d0e5
85030440 6.1264971 5.08% 5.08% 0.216953 0.406153 ·· cwebp_1.3.2_z9mt
86136462 6.2065235 ···· ···· 1.9087 2.0592 C· cwebp_1.3.2_z8mt
85894977 6.2837886 ···· ···· 2.8805 7.1730 CR cjxl_0.10.1_d0e4
87045134 6.2904476 ···· ···· 2.5680 2.5678 ·· cwebp_1.3.2_z7mt
87260660 6.3129042 ···· ···· 3.6725 3.6731 C· cwebp_1.3.2_z6mt
86493291 6.3257953 ···· ···· 5.1771 23.48 CR cjxl_0.10.1_d0e3
87437090 6.3286624 ···· ···· 4.5321 4.5315 ·· cwebp_1.3.2_z5mt
87713722 6.3378497 ···· ···· 4.5865 4.5884 ·· cwebp_1.3.2_z4mt
87819414 6.3449695 ···· ···· 4.7003 4.6991 ·· cwebp_1.3.2_z3mt
88645412 6.4164436 ···· ···· 6.1313 6.1286 C· cwebp_1.3.2_z2mt
91207836 6.6843770 ···· ···· 7.9770 7.9755 C· cwebp_1.3.2_z1mt
98087752 7.3456420 ···· ···· 8.3109 26.79 CR cjxl_0.10.1_d0e2
102306660 7.4722818 ···· ···· 26.09 25.63 C· cwebp_1.3.2_z0mt
106139870 7.8390375 ···· ···· 0.129671 0.488677 ·· ect_0.9.5_9mt-deflate
106196392 7.8427777 ···· ···· 0.197826 0.737940 ·· ect_0.9.5_8mt-deflate
106428618 7.8449591 ···· ···· 0.278003 0.889877 ·· pingo_0.99_s9
106908902 7.8654976 ···· ···· 0.390515 1.02562 ·· ect_0.9.5_7mt-deflate
107004742 7.8709523 ···· ···· 0.484237 1.12676 ·· ect_0.9.5_6mt-deflate
107157370 7.8727827 ···· ···· 0.480071 1.12614 ·· pingo_0.99_s8
106701421 7.8754369 ···· ···· 0.177543 1.1633 ·· oxipng_9.0.0_o6
106715831 7.8766600 ···· ···· 0.229675 1.1929 ·· oxipng_9.0.0_o5
106719286 7.8775836 ···· ···· 0.458977 1.2970 ·· oxipng_9.0.0_o4
106788578 7.8840638 ···· ···· 0.618468 1.6517 ·· oxipng_9.0.0_o3
107295993 7.8874207 ···· ···· 0.666718 1.37149 ·· ect_0.9.5_5mt-deflate
107455624 7.8917929 ···· ···· 0.654821 1.14912 ·· pingo_0.99_s7
107377528 7.8939347 ···· ···· 0.844787 1.06721 ·· pingo_0.99_s6
107377832 7.8941827 ···· ···· 0.838665 1.07236 ·· pingo_0.99_s5
107543628 7.9047168 ···· ···· 1.0228 1.3448 ·· pingo_0.99_s4
107543809 7.9048799 ···· ···· 1.0368 1.3485 ·· pingo_0.99_s3
107544494 7.9055346 ···· ···· 1.0471 1.3814 ·· pingo_0.99_s2
107631890 7.9072643 ···· ···· 0.794062 1.6122 ·· ect_0.9.5_4mt-deflate
107813601 7.9243586 ···· ···· 1.1635 1.6055 ·· pingo_0.99_s1
107418165 7.9306240 ···· ···· 1.7604 2.3549 ·· oxipng_9.0.0_o2
108013002 7.9323663 ···· ···· 0.998358 1.9833 ·· ect_0.9.5_3mt-deflate
106035212 7.9576317 ···· ···· 38.60 44.91 CR cjxl_0.10.1_d0e1
108948165 7.9854384 ···· ···· 1.3513 2.9674 ·· ect_0.9.5_2mt-deflate
108297424 7.9902712 ···· ···· 3.7195 3.8990 ·· oxipng_9.0.0_o1
109841785 8.0391857 ···· ···· 1.8398 2.9344 ·· pingo_0.99_s0
111776428 8.1926965 ···· ···· 4.9333 4.9197 ·· ect_0.9.5_1mt-deflate
114005995 8.3869390 ···· ···· 16.01 16.72 ·· oxipng_9.0.0_o0
115419245 8.5446624 ···· ···· >1.7e+03 >1.7e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
53 100.00% 1.29 100.00% 45242 0.03 1.01 all
1 1.89% 2.03 2.97% 283541 0.14 0.89 3d
1 1.89% 1.73 2.54% 6813 0.00 1.02 edit
3 5.66% 0.54 2.38% 4703 0.04 0.94 emoji
4 7.55% 0.42 2.45% 1961 0.00 1.21 game
3 5.66% 1.40 6.13% 30282 0.02 0.97 glitch
1 1.89% 2.07 3.04% 48616 0.02 0.73 lossy
2 3.77% 0.79 2.32% 4733 0.01 1.03 mosaic
9 16.98% 0.78 10.23% 4296 0.00 1.09 text
53 100.00% 1.29 100.00% 45242 0.03 1.01 ui
50 94.34% 1.26 92.40% 42589 0.03 1.01 visibly_opaque
3 5.66% 1.73 7.60% 89463 0.03 0.97 visibly_transparent
41 77.36% 1.39 83.20% 50691 0.04 0.99 DirectClass_sRGB
10 18.87% 1.12 16.38% 31924 0.02 1.00 DirectClass_sRGB_Alpha
2 3.77% 0.14 0.42% 126 0.00 1.36 PseudoClass_sRGB
7 13.21% 1.45 14.90% 44799 0.02 0.97 source_gnome_screenshot->exiftool
46 86.79% 1.26 85.10% 45309 0.03 1.01 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
15469592 1.5254982 64.15% 64.15% 0.574109 1.0711 CR cwebp_1.3.2_z9mt
15518730 1.5998377 33.96% 33.96% 0.188038 0.202953 ·· cjxl_0.10.1_d0e10
16008078 1.6105065 ···· ···· 6.7579 6.8518 CR cwebp_1.3.2_z8mt
16063876 1.6124912 ···· ···· 9.9400 9.9523 CR cwebp_1.3.2_z7mt
16274324 1.6360083 ···· ···· 11.441 11.453 CR cwebp_1.3.2_z6mt
16585212 1.6752925 ···· ···· 12.22 12.17 CR cwebp_1.3.2_z5mt
16574968 1.6815004 ···· ···· 12.46 12.45 CR cwebp_1.3.2_z4mt
16599566 1.6839152 ···· ···· 12.74 12.66 CR cwebp_1.3.2_z3mt
16666771 1.7199465 1.89% 1.89% 0.535998 0.782143 ·· cjxl_0.10.1_d0e9
16892699 1.7387506 ···· ···· 1.0514 1.7124 ·· cjxl_0.10.1_d0e8
17923582 1.8596224 ···· ···· 16.38 16.40 CR cwebp_1.3.2_z2mt
18164209 1.9125298 ···· ···· 2.0333 3.6022 ·· cjxl_0.10.1_d0e7
18605064 1.9307511 ···· ···· 21.99 22.04 CR cwebp_1.3.2_z1mt
19184954 2.0296149 ···· ···· 2.2812 4.1878 ·· cjxl_0.10.1_d0e6
19898340 2.1101441 ···· ···· 2.4525 4.5872 ·· cjxl_0.10.1_d0e5
21303032 2.1997656 ···· ···· 0.122151 0.564772 ·· ect_0.9.5_9mt-deflate
21308360 2.2002598 ···· ···· 0.188456 0.88643 ·· ect_0.9.5_8mt-deflate
21323083 2.2017408 ···· ···· 0.439065 1.6517 ·· ect_0.9.5_7mt-deflate
21333067 2.2027258 ···· ···· 0.604067 2.0159 ·· ect_0.9.5_6mt-deflate
21338332 2.2043861 ···· ···· 0.349912 1.3456 ·· pingo_0.99_s9
21372475 2.2066830 ···· ···· 1.0765 3.0900 ·· ect_0.9.5_5mt-deflate
21368312 2.2072207 ···· ···· 0.648799 2.0205 ·· pingo_0.99_s8
21419191 2.2115178 ···· ···· 1.4631 3.8489 ·· ect_0.9.5_4mt-deflate
21543315 2.2239571 ···· ···· 1.8987 4.6182 ·· ect_0.9.5_3mt-deflate
21510161 2.2263259 ···· ···· 0.237306 1.4463 ·· oxipng_9.0.0_o5
21510161 2.2263259 ···· ···· 0.182320 1.3777 ·· oxipng_9.0.0_o6
21518361 2.2269638 ···· ···· 0.502558 1.6595 ·· oxipng_9.0.0_o4
21574263 2.2307515 ···· ···· 1.2929 2.4190 ·· pingo_0.99_s7
21654048 2.2351308 ···· ···· 2.1994 6.3749 ·· ect_0.9.5_2mt-deflate
21617523 2.2394990 ···· ···· 0.88843 2.6796 ·· oxipng_9.0.0_o3
21691432 2.2450215 ···· ···· 1.5543 2.3994 ·· pingo_0.99_s6
21692000 2.2460211 ···· ···· 1.5450 2.4078 ·· pingo_0.99_s5
21794912 2.2546067 ···· ···· 2.9972 3.7038 ·· oxipng_9.0.0_o2
21800479 2.2557938 ···· ···· 1.7072 2.6879 ·· pingo_0.99_s4
21801031 2.2562568 ···· ···· 1.7109 2.7121 ·· pingo_0.99_s3
21801555 2.2567788 ···· ···· 1.7126 2.7923 ·· pingo_0.99_s2
21918014 2.2708902 ···· ···· 2.0108 3.6071 ·· pingo_0.99_s1
22271696 2.3094613 ···· ···· 2.6792 5.4781 ·· pingo_0.99_s0
22646187 2.3378689 ···· ···· 20.80 20.78 ·· ect_0.9.5_1mt-deflate
22508060 2.3513180 ···· ···· 6.5619 6.7164 ·· oxipng_9.0.0_o1
22809950 2.4614106 ···· ···· 46.80 46.84 CR cwebp_1.3.2_z0mt
23719655 2.4733071 ···· ···· 20.40 21.27 ·· oxipng_9.0.0_o0
24377149 2.5759804 ···· ···· >1.3e+03 >1.3e+03 CR original
24129169 2.7145200 ···· ···· 3.0120 6.8210 ·· cjxl_0.10.1_d0e4
28119549 3.1300939 ···· ···· 8.680 30.37 ·· cjxl_0.10.1_d0e2
26786745 3.1517666 ···· ···· 5.0440 24.63 ·· cjxl_0.10.1_d0e3
29400899 3.3479501 ···· ···· 58.75 70.3 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
47 100.00% 1.24 100.00% 41872 0.03 1.02 all
3 6.38% 0.54 2.79% 4703 0.04 0.94 emoji
4 8.51% 0.42 2.87% 1961 0.00 1.21 game
2 4.26% 0.79 2.72% 4733 0.01 1.03 mosaic
9 19.15% 0.78 11.99% 4296 0.00 1.09 text
47 100.00% 1.24 100.00% 41872 0.03 1.02 ui
44 93.62% 1.21 91.10% 38628 0.03 1.02 visibly_opaque
3 6.38% 1.73 8.90% 89463 0.03 0.97 visibly_transparent
35 74.47% 1.34 80.31% 47100 0.04 1.00 DirectClass_sRGB
10 21.28% 1.12 19.20% 31924 0.02 1.00 DirectClass_sRGB_Alpha
2 4.26% 0.14 0.49% 126 0.00 1.36 PseudoClass_sRGB
7 14.89% 1.45 17.46% 44799 0.02 0.97 source_gnome_screenshot->exiftool
40 85.11% 1.20 82.54% 41360 0.03 1.02 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
11403748 1.337457 68.09% 68.09% 0.579573 1.0818 CR cwebp_1.3.2_z9mt
11862026 1.425237 ···· ···· 6.8902 7.0002 CR cwebp_1.3.2_z8mt
11892694 1.425562 ···· ···· 10.187 10.208 CR cwebp_1.3.2_z7mt
11608053 1.434989 31.91% 31.91% 0.194848 0.210201 ·· cjxl_0.10.1_d0e10
12062434 1.448410 ···· ···· 11.68 11.69 CR cwebp_1.3.2_z6mt
12325204 1.488206 ···· ···· 12.46 12.41 CR cwebp_1.3.2_z5mt
12314960 1.495206 ···· ···· 12.72 12.71 CR cwebp_1.3.2_z4mt
12333806 1.497422 ···· ···· 13.05 12.96 CR cwebp_1.3.2_z3mt
12495206 1.544394 ···· ···· 0.561096 0.781937 ·· cjxl_0.10.1_d0e9
12672360 1.560639 ···· ···· 1.0999 1.6631 ·· cjxl_0.10.1_d0e8
13390110 1.669275 ···· ···· 17.00 17.03 CR cwebp_1.3.2_z2mt
13700345 1.731940 ···· ···· 2.0917 3.4543 ·· cjxl_0.10.1_d0e7
13918410 1.735554 ···· ···· 22.71 22.76 CR cwebp_1.3.2_z1mt
14531553 1.844324 ···· ···· 2.3325 3.9614 ·· cjxl_0.10.1_d0e6
15164219 1.926824 ···· ···· 2.5024 4.3903 ·· cjxl_0.10.1_d0e5
15796341 1.961386 ···· ···· 0.117994 0.546511 ·· ect_0.9.5_9mt-deflate
15800763 1.961863 ···· ···· 0.182297 0.85969 ·· ect_0.9.5_8mt-deflate
15813558 1.963346 ···· ···· 0.429531 1.6388 ·· ect_0.9.5_7mt-deflate
15821219 1.964252 ···· ···· 0.594936 2.0190 ·· ect_0.9.5_6mt-deflate
15835633 1.967324 ···· ···· 0.345403 1.3445 ·· pingo_0.99_s9
15851314 1.967778 ···· ···· 1.0760 3.1303 ·· ect_0.9.5_5mt-deflate
15859474 1.969951 ···· ···· 0.63997 2.0321 ·· pingo_0.99_s8
15888546 1.972386 ···· ···· 1.4787 3.9363 ·· ect_0.9.5_4mt-deflate
15994569 1.984635 ···· ···· 1.9432 4.7459 ·· ect_0.9.5_3mt-deflate
15971544 1.988483 ···· ···· 0.233210 1.4454 ·· oxipng_9.0.0_o5
15971544 1.988483 ···· ···· 0.178979 1.3697 ·· oxipng_9.0.0_o6
15972088 1.988574 ···· ···· 0.496508 1.6516 ·· oxipng_9.0.0_o4
16062772 1.992926 ···· ···· 2.2221 6.475 ·· ect_0.9.5_2mt-deflate
16033292 1.993556 ···· ···· 1.2762 2.4413 ·· pingo_0.99_s7
16064723 2.001996 ···· ···· 0.88530 2.6861 ·· oxipng_9.0.0_o3
16149099 2.008886 ···· ···· 1.5341 2.4277 ·· pingo_0.99_s6
16149667 2.010013 ···· ···· 1.5235 2.4387 ·· pingo_0.99_s5
16210268 2.015894 ···· ···· 3.0236 3.7210 ·· oxipng_9.0.0_o2
16231632 2.017946 ···· ···· 1.6886 2.7070 ·· pingo_0.99_s4
16232184 2.018468 ···· ···· 1.6921 2.7351 ·· pingo_0.99_s3
16232708 2.019056 ···· ···· 1.6789 2.8253 ·· pingo_0.99_s2
16336350 2.033417 ···· ···· 1.9775 3.6578 ·· pingo_0.99_s1
16589795 2.068076 ···· ···· 2.6285 5.4736 ·· pingo_0.99_s0
16844017 2.089899 ···· ···· 21.70 21.67 ·· ect_0.9.5_1mt-deflate
16820940 2.114139 ···· ···· 6.5785 6.7527 ·· oxipng_9.0.0_o1
17803224 2.231157 ···· ···· 20.34 21.31 ·· oxipng_9.0.0_o0
17487966 2.273363 ···· ···· 47.40 47.50 CR cwebp_1.3.2_z0mt
18353635 2.338100 ···· ···· >1.2e+03 >1.2e+03 CR original
19070722 2.574679 ···· ···· 3.0256 6.557 ·· cjxl_0.10.1_d0e4
22357785 2.974965 ···· ···· 8.682 29.71 ·· cjxl_0.10.1_d0e2
21434006 3.034571 ···· ···· 4.9693 23.87 ·· cjxl_0.10.1_d0e3
23458532 3.201421 ···· ···· 58.7 70.2 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
24 100.00% 0.52 100.00% 3400 0.01 0.97 all
6 25.00% 0.22 10.54% 694 0.00 0.93 game
6 25.00% 0.30 14.25% 139 0.00 0.87 reduced_palette
24 100.00% 0.52 100.00% 3400 0.01 0.97 text
9 37.50% 0.78 55.74% 4296 0.00 1.09 ui
24 100.00% 0.52 100.00% 3400 0.01 0.97 visibly_opaque
15 62.50% 0.66 79.29% 5004 0.01 0.97 DirectClass_sRGB
2 8.33% 0.29 4.69% 2816 0.01 1.11 DirectClass_sRGB_Alpha
1 4.17% 0.45 3.60% 26 0.00 0.89 PseudoClass_Gray
6 25.00% 0.26 12.41% 148 0.00 0.94 PseudoClass_sRGB
1 4.17% 0.37 2.97% 5193 0.01 1.08 source_gnome_screenshot->exiftool
23 95.83% 0.53 97.03% 3323 0.01 0.96 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
972946 0.6357628 75.00% 75.00% 0.58115 1.0403 CR cwebp_1.3.2_z9mt
985024 0.6441934 4.17% ···· 9.300 9.956 CR cwebp_1.3.2_z8mt
986120 0.6445647 4.17% ···· 17.4 17.3 CR cwebp_1.3.2_z7mt
1039384 0.6656407 ···· ···· 18.2 18.2 CR cwebp_1.3.2_z6mt
1171882 0.7345091 ···· ···· 19.0 19.1 CR cwebp_1.3.2_z5mt
1172298 0.7345939 ···· ···· 19.3 19.5 CR cwebp_1.3.2_z4mt
1176116 0.7378024 ···· ···· 19.8 19.8 CR cwebp_1.3.2_z3mt
1349008 0.7950001 16.67% 16.67% 0.32322 0.34719 ·· cjxl_0.10.1_d0e10
1513128 0.8780056 ···· ···· 0.84255 1.0263 ·· cjxl_0.10.1_d0e9
1578016 0.9113342 ···· ···· 1.5551 2.001 ·· cjxl_0.10.1_d0e8
1683702 1.000781 ···· ···· 27.2 27.6 CR cwebp_1.3.2_z2mt
1767663 1.036054 ···· ···· 2.819 3.789 ·· cjxl_0.10.1_d0e7
1768912 1.050107 ···· ···· 36.4 36.7 CR cwebp_1.3.2_z1mt
1865619 1.088995 ···· ···· 2.915 3.975 ·· cjxl_0.10.1_d0e6
1989833 1.118016 4.17% 4.17% 0.40159 1.1000 ·· pingo_0.99_s9
1990961 1.118660 ···· ···· 0.63961 1.833 ·· pingo_0.99_s8
1995018 1.122083 ···· ···· 0.21105 0.44588 ·· ect_0.9.5_9mt-deflate
1995181 1.122198 ···· ···· 0.32323 0.72238 ·· ect_0.9.5_8mt-deflate
1995854 1.122553 ···· ···· 0.75094 1.547 ·· ect_0.9.5_7mt-deflate
1995995 1.122651 ···· ···· 1.0652 2.055 ·· ect_0.9.5_6mt-deflate
1998436 1.123988 ···· ···· 1.916 3.192 ·· ect_0.9.5_5mt-deflate
2001821 1.126194 ···· ···· 2.673 4.217 ·· ect_0.9.5_4mt-deflate
2007601 1.130960 ···· ···· 3.282 5.041 ·· ect_0.9.5_3mt-deflate
2008129 1.131157 ···· ···· 3.352 5.725 ·· ect_0.9.5_2mt-deflate
2028258 1.138285 ···· ···· 0.59751 2.018 ·· oxipng_9.0.0_o4
2028258 1.138285 ···· ···· 0.28227 1.771 ·· oxipng_9.0.0_o5
2028258 1.138285 ···· ···· 0.21838 1.650 ·· oxipng_9.0.0_o6
2042715 1.139927 ···· ···· 1.0919 2.576 ·· pingo_0.99_s7
2050756 1.149527 ···· ···· 1.1395 2.683 ·· pingo_0.99_s6
2050052 1.150295 ···· ···· 1.0540 3.246 ·· oxipng_9.0.0_o3
2051360 1.151025 ···· ···· 1.1003 2.681 ·· pingo_0.99_s5
2050976 1.152010 ···· ···· 3.637 4.445 ·· oxipng_9.0.0_o2
2053985 1.153012 ···· ···· 1.155 2.738 ·· pingo_0.99_s4
2054745 1.154302 ···· ···· 1.157 2.813 ·· pingo_0.99_s3
2056111 1.156644 ···· ···· 1.182 3.106 ·· pingo_0.99_s2
1979802 1.161354 ···· ···· 3.076 4.307 ·· cjxl_0.10.1_d0e5
2072133 1.165757 ···· ···· 1.212 3.866 ·· pingo_0.99_s1
2095145 1.177892 ···· ···· 1.554 5.445 ·· pingo_0.99_s0
2107433 1.190793 ···· ···· 30.3 30.2 ·· ect_0.9.5_1mt-deflate
2321684 1.277104 ···· ···· 7.436 8.230 ·· oxipng_9.0.0_o1
2428865 1.345722 ···· ···· 20.0 26.2 ·· oxipng_9.0.0_o0
2623056 1.448355 ···· ···· >5.2e+02 >5.2e+02 CR original
3071784 1.745749 ···· ···· 52.1 52.5 ·· cwebp_1.3.2_z0mt
4305114 2.350543 ···· ···· 4.034 7.379 ·· cjxl_0.10.1_d0e4
4515260 2.465277 ···· ···· 8.772 22.1 ·· cjxl_0.10.1_d0e2
5264943 3.043227 ···· ···· 5.830 17.5 ·· cjxl_0.10.1_d0e3
5128821 3.101985 ···· ···· 49.5 61.1 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
56 100.00% 1.11 100.00% 35895 0.03 1.00 all
3 5.36% 0.54 2.62% 4703 0.04 0.94 emoji
7 12.50% 0.33 3.77% 1578 0.00 0.98 game
2 3.57% 0.79 2.55% 4733 0.01 1.03 mosaic
18 32.14% 0.60 17.33% 4488 0.01 1.00 text
47 83.93% 1.24 93.93% 41872 0.03 1.02 ui
53 94.64% 1.07 91.64% 32863 0.03 1.00 visibly_opaque
3 5.36% 1.73 8.36% 89463 0.03 0.97 visibly_transparent
43 76.79% 1.17 80.90% 39196 0.03 0.98 DirectClass_sRGB
11 19.64% 1.05 18.64% 29494 0.02 1.01 DirectClass_sRGB_Alpha
2 3.57% 0.14 0.46% 126 0.00 1.36 PseudoClass_sRGB
8 14.29% 1.32 17.00% 39848 0.02 0.99 source_gnome_screenshot->exiftool
48 85.71% 1.07 83.00% 35236 0.03 1.00 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
11810372 1.272211 69.64% 69.64% 0.581912 1.0872 CR cwebp_1.3.2_z9mt
12270142 1.346457 1.79% ···· 7.5839 7.6827 CR cwebp_1.3.2_z8mt
12301034 1.346797 1.79% ···· 10.962 10.983 CR cwebp_1.3.2_z7mt
12495354 1.370314 ···· ···· 12.194 12.214 CR cwebp_1.3.2_z6mt
12065396 1.375469 28.57% 28.57% 0.210184 0.226313 ·· cjxl_0.10.1_d0e10
12803492 1.418688 ···· ···· 12.94 12.90 CR cwebp_1.3.2_z5mt
12793248 1.424563 ···· ···· 13.28 13.31 CR cwebp_1.3.2_z4mt
12812830 1.426607 ···· ···· 13.63 13.60 CR cwebp_1.3.2_z3mt
12990977 1.482700 ···· ···· 0.589654 0.799556 ·· cjxl_0.10.1_d0e9
13188740 1.504049 ···· ···· 1.1584 1.6987 ·· cjxl_0.10.1_d0e8
14125246 1.644024 ···· ···· 18.64 18.66 CR cwebp_1.3.2_z2mt
14310069 1.674489 ···· ···· 2.1767 3.4689 ·· cjxl_0.10.1_d0e7
14673790 1.707583 ···· ···· 25.12 25.11 CR cwebp_1.3.2_z1mt
15178263 1.779617 ···· ···· 2.3861 3.9202 ·· cjxl_0.10.1_d0e6
15870144 1.866669 ···· ···· 2.5624 4.3389 ·· cjxl_0.10.1_d0e5
16623607 1.912347 ···· ···· 0.128180 0.506919 ·· ect_0.9.5_9mt-deflate
16628073 1.912761 ···· ···· 0.197987 0.79883 ·· ect_0.9.5_8mt-deflate
16640947 1.914040 ···· ···· 0.470954 1.5555 ·· ect_0.9.5_7mt-deflate
16655001 1.914735 ···· ···· 0.346862 1.2486 ·· pingo_0.99_s9
16648638 1.914811 ···· ···· 0.653369 1.9430 ·· ect_0.9.5_6mt-deflate
16679234 1.917084 ···· ···· 0.633507 1.9307 ·· pingo_0.99_s8
16679667 1.918038 ···· ···· 1.1739 3.0240 ·· ect_0.9.5_5mt-deflate
16718519 1.922448 ···· ···· 1.6145 3.8396 ·· ect_0.9.5_4mt-deflate
16827266 1.933763 ···· ···· 2.0869 4.6228 ·· ect_0.9.5_3mt-deflate
16803824 1.937396 ···· ···· 0.230614 1.4293 ·· oxipng_9.0.0_o5
16803824 1.937396 ···· ···· 0.176707 1.3490 ·· oxipng_9.0.0_o6
16804368 1.937473 ···· ···· 0.491603 1.6383 ·· oxipng_9.0.0_o4
16866029 1.940243 ···· ···· 1.2196 2.3963 ·· pingo_0.99_s7
16895155 1.940636 ···· ···· 2.3481 6.1690 ·· ect_0.9.5_2mt-deflate
16904341 1.950996 ···· ···· 0.88346 2.6735 ·· oxipng_9.0.0_o3
16987584 1.955941 ···· ···· 1.4370 2.3878 ·· pingo_0.99_s6
16988264 1.956949 ···· ···· 1.4306 2.4000 ·· pingo_0.99_s5
17049931 1.962674 ···· ···· 3.0131 3.7048 ·· oxipng_9.0.0_o2
17072098 1.964147 ···· ···· 1.5732 2.6340 ·· pingo_0.99_s4
17073043 1.964889 ···· ···· 1.5857 2.6749 ·· pingo_0.99_s3
17074416 1.965969 ···· ···· 1.5767 2.7900 ·· pingo_0.99_s2
17183312 1.979728 ···· ···· 1.8174 3.5930 ·· pingo_0.99_s1
17442038 2.010543 ···· ···· 2.4287 5.3958 ·· pingo_0.99_s0
17705170 2.031764 ···· ···· 22.50 22.48 ·· ect_0.9.5_1mt-deflate
17738177 2.070131 ···· ···· 6.6135 6.7761 ·· oxipng_9.0.0_o1
18758482 2.181393 ···· ···· 20.15 21.17 ·· oxipng_9.0.0_o0
19371560 2.295575 ···· ···· >1.1e+03 >1.1e+03 CR original
18738254 2.327685 ···· ···· 47.61 47.83 ·· cwebp_1.3.2_z0mt
20945297 2.694948 ···· ···· 3.1106 6.507 ·· cjxl_0.10.1_d0e4
24238624 3.037929 ···· ···· 8.560 28.02 ·· cjxl_0.10.1_d0e2
23719744 3.208782 ···· ···· 5.0425 22.57 ·· cjxl_0.10.1_d0e3
25674982 3.357831 ···· ···· 57.07 68.1 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
84 100.00% 2.24 100.00% 123777 0.05 0.87 all
49 58.33% 2.36 61.50% 164262 0.07 0.86 3d
6 7.14% 2.25 7.18% 135930 0.07 0.80 digital_painting
4 4.76% 0.97 2.07% 23014 0.03 0.77 edit
84 100.00% 2.24 100.00% 123777 0.05 0.87 game
4 4.76% 2.07 4.41% 93362 0.05 0.96 glitch
1 1.19% 2.36 1.26% 59557 0.03 0.81 panorama
4 4.76% 3.28 6.99% 75465 0.02 1.19 pixel_art_scaled
6 7.14% 0.22 0.70% 694 0.00 0.93 text
4 4.76% 0.42 0.89% 1961 0.00 1.21 ui
3 3.57% 3.38 5.40% 12625 0.01 0.99 vector
83 98.81% 2.24 98.74% 124550 0.05 0.87 visibly_opaque
1 1.19% 2.36 1.26% 59557 0.03 0.81 visibly_transparent
79 94.05% 2.31 97.14% 130269 0.05 0.86 DirectClass_sRGB
3 3.57% 1.55 2.48% 35272 0.02 0.90 DirectClass_sRGB_Alpha
2 2.38% 0.36 0.38% 90 0.00 1.13 PseudoClass_sRGB
1 1.19% 2.07 1.10% 19818 0.01 0.79 source_imagemagick
82 97.62% 2.26 98.76% 126548 0.05 0.88 source_imagemagick->exiftool
1 1.19% 0.26 0.14% 532 0.00 0.46 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
115492423 4.4453118 70.24% 70.24% 0.1330082 0.1437429 CR cjxl_0.10.1_d0e10
118283022 4.5450263 2.38% 2.38% 0.376077 0.788689 CR cjxl_0.10.1_d0e9
119630971 4.6031149 ···· ···· 0.626438 1.28727 CR cjxl_0.10.1_d0e8
122559477 4.7294063 ···· ···· 1.44533 3.3985 CR cjxl_0.10.1_d0e7
125332900 4.7511194 27.38% 27.38% 0.329658 0.610743 ·· cwebp_1.3.2_z9mt
127511116 4.8597207 ···· ···· 3.13325 3.21619 C· cwebp_1.3.2_z8mt
128550396 4.8951475 ···· ···· 4.7001 4.6802 CR cwebp_1.3.2_z7mt
129158558 4.9240877 ···· ···· 5.7826 5.7924 CR cwebp_1.3.2_z6mt
129624324 4.9477117 ···· ···· 6.6989 6.7000 CR cwebp_1.3.2_z5mt
129860562 4.9504294 ···· ···· 6.7335 6.7861 CR cwebp_1.3.2_z4mt
129966914 4.9559449 ···· ···· 6.8548 6.8933 CR cwebp_1.3.2_z3mt
130795325 5.0368499 ···· ···· 1.77613 4.3654 ·· cjxl_0.10.1_d0e6
132309352 5.0702379 ···· ···· 8.5422 8.5537 CR cwebp_1.3.2_z2mt
133158001 5.1340967 ···· ···· 2.13504 5.4412 ·· cjxl_0.10.1_d0e5
136358462 5.2536661 ···· ···· 12.073 12.071 CR cwebp_1.3.2_z1mt
140580298 5.4671834 ···· ···· 3.0822 7.9433 ·· cjxl_0.10.1_d0e4
147162146 5.7934393 ···· ···· 5.5540 25.60 ·R cjxl_0.10.1_d0e3
154933320 6.0148991 ···· ···· 30.36 30.26 CR cwebp_1.3.2_z0mt
154224178 6.0366620 ···· ···· 8.8316 29.76 ·· cjxl_0.10.1_d0e2
157691030 6.0553105 ···· ···· 0.1246041 0.493218 ·· ect_0.9.5_9mt-deflate
157799683 6.0579429 ···· ···· 0.1890631 0.736359 ·· ect_0.9.5_8mt-deflate
158584593 6.0766661 ···· ···· 0.403844 1.12237 ·· ect_0.9.5_7mt-deflate
158510706 6.0809579 ···· ···· 0.287880 0.977450 ·· pingo_0.99_s9
158712911 6.0811616 ···· ···· 0.521164 1.27747 ·· ect_0.9.5_6mt-deflate
159059972 6.0942405 ···· ···· 0.783180 1.64701 ·· ect_0.9.5_5mt-deflate
159155057 6.1005438 ···· ···· 0.518351 1.30525 ·· pingo_0.99_s8
159460512 6.1098563 ···· ···· 0.988379 1.93585 ·· ect_0.9.5_4mt-deflate
159243333 6.1142429 ···· ···· 0.1703279 1.17612 ·· oxipng_9.0.0_o6
159245523 6.1143741 ···· ···· 0.2205054 1.21197 ·· oxipng_9.0.0_o5
159261426 6.1150047 ···· ···· 0.450230 1.31608 ·· oxipng_9.0.0_o4
159618160 6.1191256 ···· ···· 0.730971 1.35835 ·· pingo_0.99_s7
159446586 6.1231940 ···· ···· 0.647666 1.80767 ·· oxipng_9.0.0_o3
159965308 6.1327196 ···· ···· 1.26602 2.37391 ·· ect_0.9.5_3mt-deflate
160402867 6.1461138 ···· ···· 0.973996 1.25473 ·· pingo_0.99_s6
160403307 6.1462995 ···· ···· 0.967944 1.26623 ·· pingo_0.99_s5
160066807 6.1484614 ···· ···· 1.89755 2.45781 ·· oxipng_9.0.0_o2
160654820 6.1575645 ···· ···· 1.16940 1.55872 ·· pingo_0.99_s4
160655478 6.1578812 ···· ···· 1.15773 1.57805 ·· pingo_0.99_s3
160656430 6.1583151 ···· ···· 1.17121 1.64107 ·· pingo_0.99_s2
161084629 6.1748450 ···· ···· 1.32384 1.97143 ·· pingo_0.99_s1
161111987 6.1767660 ···· ···· 1.61739 3.5475 ·· ect_0.9.5_2mt-deflate
161753666 6.2429134 ···· ···· 4.0985 4.1947 ·· oxipng_9.0.0_o1
163215282 6.2617696 ···· ···· 2.0639 3.2755 ·· pingo_0.99_s0
165554002 6.3784811 ···· ···· 7.8393 7.8327 ·· ect_0.9.5_1mt-deflate
169419528 6.5510837 ···· ···· 17.782 18.548 ·· oxipng_9.0.0_o0
170944122 6.6182507 ···· ···· >2.2e+03 >2.2e+03 CR original
172651011 6.8773654 ···· ···· 44.86 52.89 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
75 100.00% 2.31 100.00% 131629 0.05 0.87 all
43 57.33% 2.46 60.99% 182153 0.08 0.86 3d
6 8.00% 2.25 7.78% 135930 0.07 0.80 digital_painting
75 100.00% 2.31 100.00% 131629 0.05 0.87 game
4 5.33% 3.28 7.57% 75465 0.02 1.19 pixel_art_scaled
6 8.00% 0.22 0.76% 694 0.00 0.93 text
4 5.33% 0.42 0.96% 1961 0.00 1.21 ui
3 4.00% 3.38 5.86% 12625 0.01 0.99 vector
75 100.00% 2.31 100.00% 131629 0.05 0.87 visibly_opaque
72 96.00% 2.39 99.46% 137105 0.06 0.86 DirectClass_sRGB
1 1.33% 0.22 0.12% 439 0.00 1.13 DirectClass_sRGB_Alpha
2 2.67% 0.36 0.41% 90 0.00 1.13 PseudoClass_sRGB
1 1.33% 2.07 1.20% 19818 0.01 0.79 source_imagemagick
73 97.33% 2.34 98.65% 134957 0.05 0.88 source_imagemagick->exiftool
1 1.33% 0.26 0.15% 532 0.00 0.46 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
109224737 4.5904408 68.00% 68.00% 0.1370264 0.1480110 CR cjxl_0.10.1_d0e10
111779031 4.6866996 2.67% 2.67% 0.385774 0.808533 CR cjxl_0.10.1_d0e9
113040450 4.7457452 ···· ···· 0.644139 1.32626 CR cjxl_0.10.1_d0e8
115779121 4.8755488 ···· ···· 1.46536 3.4631 CR cjxl_0.10.1_d0e7
118519140 4.8967981 29.33% 29.33% 0.339923 0.629356 ·· cwebp_1.3.2_z9mt
120608968 5.0076853 ···· ···· 3.25030 3.34321 C· cwebp_1.3.2_z8mt
121563672 5.0428254 ···· ···· 4.9287 4.9065 CR cwebp_1.3.2_z7mt
122117464 5.0716086 ···· ···· 5.9690 5.9800 CR cwebp_1.3.2_z6mt
122570276 5.0972517 ···· ···· 6.8907 6.8921 CR cwebp_1.3.2_z5mt
122806514 5.1002955 ···· ···· 6.9305 6.9897 CR cwebp_1.3.2_z4mt
122905052 5.1058572 ···· ···· 7.0428 7.0860 CR cwebp_1.3.2_z3mt
123525988 5.1878748 ···· ···· 1.79493 4.4297 ·· cjxl_0.10.1_d0e6
125078484 5.2181542 ···· ···· 8.7866 8.7993 CR cwebp_1.3.2_z2mt
125713586 5.2843070 ···· ···· 2.1593 5.5067 ·· cjxl_0.10.1_d0e5
128778610 5.4013076 ···· ···· 12.494 12.491 CR cwebp_1.3.2_z1mt
132360955 5.6132576 ···· ···· 3.1240 8.0413 ·· cjxl_0.10.1_d0e4
137962937 5.9235787 ···· ···· 5.6384 25.61 ·R cjxl_0.10.1_d0e3
145127432 6.1921602 ···· ···· 8.8154 29.51 ·R cjxl_0.10.1_d0e2
146352512 6.1941838 ···· ···· 30.67 30.56 CR cwebp_1.3.2_z0mt
149104166 6.2484183 ···· ···· 0.1279969 0.492514 ·· ect_0.9.5_9mt-deflate
149210822 6.2512505 ···· ···· 0.1940929 0.727969 ·· ect_0.9.5_8mt-deflate
149664730 6.2650832 ···· ···· 0.294461 0.978498 ·· pingo_0.99_s9
149960577 6.2703553 ···· ···· 0.412778 1.11347 ·· ect_0.9.5_7mt-deflate
150075528 6.2746237 ···· ···· 0.532522 1.27151 ·· ect_0.9.5_6mt-deflate
150272451 6.2848529 ···· ···· 0.523382 1.30106 ·· pingo_0.99_s8
150390951 6.2873510 ···· ···· 0.799241 1.64633 ·· ect_0.9.5_5mt-deflate
150324198 6.2974861 ···· ···· 0.229602 1.25257 ·· oxipng_9.0.0_o5
150324198 6.2974861 ···· ···· 0.1772524 1.21321 ·· oxipng_9.0.0_o6
150338400 6.2981049 ···· ···· 0.467548 1.35705 ·· oxipng_9.0.0_o4
150754384 6.3024312 ···· ···· 1.01003 1.94785 ·· ect_0.9.5_4mt-deflate
150687230 6.3025124 ···· ···· 0.730639 1.36392 ·· pingo_0.99_s7
150501552 6.3058287 ···· ···· 0.668204 1.85289 ·· oxipng_9.0.0_o3
151211190 6.3243275 ···· ···· 1.30056 2.39121 ·· ect_0.9.5_3mt-deflate
151065952 6.3304481 ···· ···· 1.95409 2.5446 ·· oxipng_9.0.0_o2
151437354 6.3306758 ···· ···· 0.971309 1.26775 ·· pingo_0.99_s6
151437794 6.3308838 ···· ···· 0.966234 1.28075 ·· pingo_0.99_s5
151667723 6.3418227 ···· ···· 1.17357 1.58178 ·· pingo_0.99_s4
151668381 6.3421774 ···· ···· 1.15983 1.60332 ·· pingo_0.99_s3
151669333 6.3426633 ···· ···· 1.17446 1.67385 ·· pingo_0.99_s2
152062996 6.3588984 ···· ···· 1.32125 2.00888 ·· pingo_0.99_s1
152271554 6.3679559 ···· ···· 1.66452 3.5645 ·· ect_0.9.5_2mt-deflate
152618740 6.4240616 ···· ···· 4.2245 4.3316 ·· oxipng_9.0.0_o1
153997213 6.4444181 ···· ···· 2.0694 3.3300 ·· pingo_0.99_s0
155991239 6.5510381 ···· ···· 8.2462 8.2390 ·· ect_0.9.5_1mt-deflate
159495644 6.7157372 ···· ···· 17.82 18.65 ·· oxipng_9.0.0_o0
160817925 6.7803047 ···· ···· >2.3e+03 >2.3e+03 CR original
162468210 7.0612219 ···· ···· 44.72 52.46 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
32 100.00% 2.11 100.00% 63738 0.02 0.89 all
6 18.75% 2.25 19.94% 135930 0.07 0.80 digital_painting
32 100.00% 2.11 100.00% 63738 0.02 0.89 game
4 12.50% 3.28 19.42% 75465 0.02 1.19 pixel_art_scaled
6 18.75% 0.22 1.95% 694 0.00 0.93 text
4 12.50% 0.42 2.47% 1961 0.00 1.21 ui
3 9.38% 3.38 15.02% 12625 0.01 0.99 vector
32 100.00% 2.11 100.00% 63738 0.02 0.89 visibly_opaque
29 90.62% 2.30 98.62% 70311 0.03 0.87 DirectClass_sRGB
1 3.12% 0.22 0.32% 439 0.00 1.13 DirectClass_sRGB_Alpha
2 6.25% 0.36 1.06% 90 0.00 1.13 PseudoClass_sRGB
31 96.88% 2.17 99.61% 65777 0.02 0.90 source_imagemagick->exiftool
1 3.12% 0.26 0.39% 532 0.00 0.46 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
23608728 2.0597971 40.62% 40.62% 0.207060 0.222394 CR cjxl_0.10.1_d0e10
26284866 2.1179647 59.38% 59.38% 0.573007 1.06623 CR cwebp_1.3.2_z9mt
25025960 2.1890210 ···· ···· 0.587263 1.2303 CR cjxl_0.10.1_d0e9
25483550 2.2418746 ···· ···· 1.04196 2.1521 CR cjxl_0.10.1_d0e8
27100820 2.2429571 ···· ···· 5.6708 5.8887 CR cwebp_1.3.2_z8mt
27321656 2.2541277 ···· ···· 9.1915 9.1395 CR cwebp_1.3.2_z7mt
27554468 2.2837569 ···· ···· 9.8801 9.9062 CR cwebp_1.3.2_z6mt
27883308 2.3306630 ···· ···· 10.751 10.754 CR cwebp_1.3.2_z5mt
28016718 2.3346976 ···· ···· 10.868 11.008 CR cwebp_1.3.2_z4mt
28050078 2.3399269 ···· ···· 10.891 10.992 C· cwebp_1.3.2_z3mt
26921086 2.4097166 ···· ···· 2.1550 5.1742 ·· cjxl_0.10.1_d0e7
29119648 2.5010935 ···· ···· 13.418 13.450 CR cwebp_1.3.2_z2mt
28893671 2.5784460 ···· ···· 2.4368 6.1697 ·· cjxl_0.10.1_d0e6
30164292 2.6382665 ···· ···· 20.50 20.50 CR cwebp_1.3.2_z1mt
29716547 2.6656052 ···· ···· 2.6982 7.030 ·· cjxl_0.10.1_d0e5
33878760 2.8737181 ···· ···· 0.122805 0.457354 ·· ect_0.9.5_9mt-deflate
33890072 2.8743808 ···· ···· 0.192398 0.71681 ·· ect_0.9.5_8mt-deflate
33941161 2.8779585 ···· ···· 0.445794 1.2986 ·· ect_0.9.5_7mt-deflate
33971692 2.8797862 ···· ···· 0.609384 1.5789 ·· ect_0.9.5_6mt-deflate
33939904 2.8841254 ···· ···· 0.299812 1.0835 ·· pingo_0.99_s9
34042652 2.8861147 ···· ···· 1.00954 2.2535 ·· ect_0.9.5_5mt-deflate
34036383 2.8909691 ···· ···· 0.540520 1.5794 ·· pingo_0.99_s8
34152846 2.8961765 ···· ···· 1.3585 2.8393 ·· ect_0.9.5_4mt-deflate
34189733 2.9061354 ···· ···· 0.83103 1.7158 ·· pingo_0.99_s7
34299218 2.9098535 ···· ···· 0.203731 1.2449 ·· oxipng_9.0.0_o5
34299218 2.9098535 ···· ···· 0.156673 1.1730 ·· oxipng_9.0.0_o6
34300501 2.9100949 ···· ···· 0.430789 1.4037 ·· oxipng_9.0.0_o4
34325601 2.9179376 ···· ···· 1.7582 3.4332 ·· ect_0.9.5_3mt-deflate
34389276 2.9209293 ···· ···· 0.730849 2.2023 ·· oxipng_9.0.0_o3
34376400 2.9250305 ···· ···· 1.0812 1.6387 ·· pingo_0.99_s6
34376840 2.9255179 ···· ···· 1.0738 1.6699 ·· pingo_0.99_s5
34561624 2.9284773 ···· ···· 1.9563 4.3791 ·· ect_0.9.5_2mt-deflate
34582450 2.9334890 ···· ···· 2.3641 2.8938 ·· oxipng_9.0.0_o2
34472473 2.9357900 ···· ···· 1.2547 2.0008 ·· pingo_0.99_s4
34473131 2.9366214 ···· ···· 1.2296 2.0515 ·· pingo_0.99_s3
34474083 2.9377603 ···· ···· 1.2634 2.2170 ·· pingo_0.99_s2
34624942 2.9507448 ···· ···· 1.4703 2.8243 ·· pingo_0.99_s1
35187567 2.9924230 ···· ···· 2.0470 4.0855 ·· pingo_0.99_s0
35258816 3.0637671 ···· ···· 5.2158 5.4618 ·· oxipng_9.0.0_o1
33331683 3.1000213 ···· ···· 3.6604 9.845 ·· cjxl_0.10.1_d0e4
36002166 3.1080928 ···· ···· 15.658 15.650 ·· ect_0.9.5_1mt-deflate
34630408 3.1253545 ···· ···· 40.18 40.01 CR cwebp_1.3.2_z0mt
37851934 3.3065227 ···· ···· 19.70 21.58 ·· oxipng_9.0.0_o0
39108747 3.4507534 ···· ···· >2.1e+03 >2.1e+03 CR original
37217321 3.4662671 ···· ···· 9.130 28.95 ·· cjxl_0.10.1_d0e2
36245149 3.5732766 ···· ···· 6.0461 24.37 ·· cjxl_0.10.1_d0e3
44429840 4.5095709 ···· ···· 50.73 60.55 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
68 100.00% 0.30 100.00% 33012 0.13 0.86 all
32 47.06% 0.25 39.61% 15063 0.06 0.88 albedo
2 2.94% 1.05 10.39% 31449 0.03 0.88 diffuse
34 50.00% 0.30 50.00% 49998 0.20 0.84 normal
68 100.00% 0.30 100.00% 33012 0.13 0.86 texture
68 100.00% 0.30 100.00% 33012 0.13 0.86 visibly_opaque
62 91.18% 0.27 84.42% 35093 0.14 0.85 DirectClass_sRGB
2 2.94% 1.05 10.39% 34245 0.03 0.83 DirectClass_sRGB_Alpha
4 5.88% 0.26 5.19% 150 0.00 0.97 PseudoClass_sRGB
40 58.82% 0.25 49.35% 41995 0.18 0.82 source_gimp
24 35.29% 0.25 29.87% 18796 0.07 0.92 source_imagemagick->exiftool
4 5.88% 1.05 20.78% 28485 0.03 0.82 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
14770402 6.580216 76.47% 76.47% 0.136432 0.145643 CR cjxl_0.10.1_d0e10
14948687 6.662763 13.24% 13.24% 0.36530 0.43113 CR cjxl_0.10.1_d0e9
15466807 6.884440 ···· ···· 0.52036 0.61882 CR cjxl_0.10.1_d0e8
15651699 6.963782 ···· ···· 1.4648 1.9839 CR cjxl_0.10.1_d0e7
16074596 7.116092 7.35% 7.35% 0.244023 0.43076 ·· cwebp_1.3.2_z9mt
16377728 7.245554 1.47% ···· 2.839 2.992 CR cwebp_1.3.2_z8mt
16397176 7.253890 1.47% ···· 3.261 3.259 CR cwebp_1.3.2_z7mt
16402580 7.255738 1.47% ···· 3.651 3.650 CR cwebp_1.3.2_z6mt
16409240 7.257945 1.47% 1.47% 4.417 4.417 CR cwebp_1.3.2_z5mt
16433912 7.277720 ···· ···· 4.622 4.619 CR cwebp_1.3.2_z4mt
16439202 7.280070 ···· ···· 4.885 4.878 CR cwebp_1.3.2_z3mt
16495912 7.299216 ···· ···· 1.7926 2.556 ·· cjxl_0.10.1_d0e6
16792406 7.434566 ···· ···· 2.185 3.268 ·· cjxl_0.10.1_d0e5
16867584 7.474023 ···· ···· 6.973 6.968 CR cwebp_1.3.2_z2mt
17174948 7.611677 ···· ···· 3.069 5.167 ·· cjxl_0.10.1_d0e4
17282454 7.665832 ···· ···· 9.357 9.334 CR cwebp_1.3.2_z1mt
17659351 7.823346 ···· ···· 5.350 12.41 ·R cjxl_0.10.1_d0e3
18932196 8.355242 ···· ···· 7.654 16.03 ·R cjxl_0.10.1_d0e2
19013888 8.420666 ···· ···· 0.247377 0.39436 ·· ect_0.9.5_9mt-deflate
19063919 8.444844 ···· ···· 0.288759 1.6009 ·· oxipng_9.0.0_o6
19066140 8.445841 ···· ···· 0.36461 1.6345 ·· oxipng_9.0.0_o5
19079083 8.448344 ···· ···· 0.67672 1.7900 ·· oxipng_9.0.0_o4
19071342 8.448743 ···· ···· 0.37526 0.59684 ·· ect_0.9.5_8mt-deflate
19083188 8.452713 ···· ···· 0.82294 2.0773 ·· oxipng_9.0.0_o3
19113430 8.468242 ···· ···· 0.32208 0.66813 ·· pingo_0.99_s9
19143295 8.478721 ···· ···· 2.1866 3.256 ·· oxipng_9.0.0_o2
19212769 8.511587 ···· ···· 0.67416 0.92887 ·· ect_0.9.5_7mt-deflate
19228686 8.518118 ···· ···· 0.80761 1.0479 ·· ect_0.9.5_6mt-deflate
19240359 8.522077 ···· ···· 0.56095 0.96408 ·· pingo_0.99_s6
19246062 8.525928 ···· ···· 0.43518 0.90013 ·· pingo_0.99_s8
19261847 8.531762 ···· ···· 0.56830 1.0451 ·· pingo_0.99_s5
19276774 8.538180 ···· ···· 0.48382 0.96611 ·· pingo_0.99_s7
19288499 8.542961 ···· ···· 0.66894 1.3292 ·· pingo_0.99_s3
19288559 8.542987 ···· ···· 0.68101 1.3415 ·· pingo_0.99_s4
19304539 8.550921 ···· ···· 4.335 4.797 ·· oxipng_9.0.0_o1
19304846 8.551551 ···· ···· 1.0400 1.2676 ·· ect_0.9.5_5mt-deflate
19342330 8.568071 ···· ···· 1.1820 1.4024 ·· ect_0.9.5_4mt-deflate
19369034 8.580822 ···· ···· 0.73793 1.5351 ·· pingo_0.99_s2
19414975 8.600792 ···· ···· 1.6263 1.9527 ·· ect_0.9.5_3mt-deflate
19424882 8.605589 ···· ···· 0.73109 1.6725 ·· pingo_0.99_s1
19529511 8.652447 ···· ···· 2.0897 2.4043 ·· ect_0.9.5_2mt-deflate
19605301 8.677058 ···· ···· 0.86324 2.581 ·· pingo_0.99_s0
20030317 8.869744 ···· ···· 12.85 14.82 C· oxipng_9.0.0_o0
20015068 8.877642 ···· ···· 3.480 3.465 ·· ect_0.9.5_1mt-deflate
20778204 8.975094 ···· ···· 23.2 23.0 CR cwebp_1.3.2_z0mt
20766723 9.060598 ···· ···· >3.0e+02 >3.0e+02 CR original
20527444 9.088007 ···· ···· 29.2 34.9 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
34 100.00% 0.30 100.00% 16027 0.06 0.88 all
32 94.12% 0.25 79.22% 15063 0.06 0.88 albedo
2 5.88% 1.05 20.78% 31449 0.03 0.88 diffuse
34 100.00% 0.30 100.00% 16027 0.06 0.88 texture
34 100.00% 0.30 100.00% 16027 0.06 0.88 visibly_opaque
30 88.24% 0.28 81.82% 16061 0.07 0.87 DirectClass_sRGB
1 2.94% 1.05 10.39% 62556 0.06 0.84 DirectClass_sRGB_Alpha
3 8.82% 0.26 7.79% 169 0.00 0.95 PseudoClass_sRGB
12 35.29% 0.25 29.87% 23624 0.10 0.80 source_gimp
20 58.82% 0.25 49.35% 9926 0.04 0.92 source_imagemagick->exiftool
2 5.88% 1.05 20.78% 31449 0.03 0.88 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
7435042 6.548229 73.53% 73.53% 0.14033 0.15071 CR cjxl_0.10.1_d0e10
7499032 6.606921 14.71% 14.71% 0.36314 0.43189 CR cjxl_0.10.1_d0e9
7677817 6.754632 ···· ···· 0.51646 0.62288 CR cjxl_0.10.1_d0e8
7725777 6.795542 ···· ···· 1.445 1.941 CR cjxl_0.10.1_d0e7
7867752 6.929996 ···· ···· 1.804 2.569 CR cjxl_0.10.1_d0e6
7934114 6.955057 5.88% 5.88% 0.24365 0.43290 ·· cwebp_1.3.2_z9mt
8020771 7.065552 ···· ···· 2.196 3.299 CR cjxl_0.10.1_d0e5
8152020 7.134516 2.94% ···· 2.928 3.039 C· cwebp_1.3.2_z8mt
8160244 7.141930 2.94% ···· 3.315 3.312 CR cwebp_1.3.2_z7mt
8163536 7.144246 2.94% ···· 3.663 3.663 CR cwebp_1.3.2_z6mt
8166752 7.145989 2.94% 2.94% 4.568 4.562 CR cwebp_1.3.2_z5mt
8175800 7.159314 ···· ···· 4.771 4.763 CR cwebp_1.3.2_z4mt
8180596 7.163691 ···· ···· 5.069 5.069 CR cwebp_1.3.2_z3mt
8246188 7.275546 ···· ···· 3.050 5.057 ·· cjxl_0.10.1_d0e4
8342830 7.318008 ···· ···· 7.293 7.284 CR cwebp_1.3.2_z2mt
8464601 7.467454 ···· ···· 5.367 12.1 ·R cjxl_0.10.1_d0e3
8548314 7.502317 ···· ···· 9.715 9.703 C· cwebp_1.3.2_z1mt
8870297 7.779652 ···· ···· 7.503 15.8 ·R cjxl_0.10.1_d0e2
9374146 8.141521 ···· ···· 23.0 22.6 CR cwebp_1.3.2_z0mt
9690361 8.543465 ···· ···· 29.6 35.4 CR cjxl_0.10.1_d0e1
9923251 8.714910 ···· ···· 0.21301 0.35929 ·· ect_0.9.5_9mt-deflate
9954182 8.742724 ···· ···· 0.32020 0.52895 ·· ect_0.9.5_8mt-deflate
9960747 8.748098 ···· ···· 0.32253 0.65851 ·· pingo_0.99_s9
9962905 8.752366 ···· ···· 0.26279 1.505 ·· oxipng_9.0.0_o6
9964603 8.753891 ···· ···· 0.32823 1.504 ·· oxipng_9.0.0_o5
9966212 8.755335 ···· ···· 0.62611 1.702 ·· oxipng_9.0.0_o4
9973399 8.760815 ···· ···· 0.77010 1.990 ·· oxipng_9.0.0_o3
9993781 8.777856 ···· ···· 0.57647 0.81121 ·· ect_0.9.5_7mt-deflate
10003419 8.786417 ···· ···· 0.67187 0.90015 ·· ect_0.9.5_6mt-deflate
10005290 8.787736 ···· ···· 0.43047 0.87992 ·· pingo_0.99_s8
10020779 8.800902 ···· ···· 0.47629 0.94267 ·· pingo_0.99_s7
10017205 8.803322 ···· ···· 2.052 3.001 ·· oxipng_9.0.0_o2
10032845 8.812635 ···· ···· 0.88537 1.0847 ·· ect_0.9.5_5mt-deflate
10034460 8.813974 ···· ···· 0.56014 1.0371 ·· pingo_0.99_s5
10034556 8.814050 ···· ···· 0.54291 0.94095 ·· pingo_0.99_s6
10048741 8.823958 ···· ···· 0.68437 1.345 ·· pingo_0.99_s4
10048741 8.823958 ···· ···· 0.67964 1.330 ·· pingo_0.99_s3
10063316 8.838324 ···· ···· 0.74657 1.566 ·· pingo_0.99_s2
10062469 8.839201 ···· ···· 1.0316 1.2084 ·· ect_0.9.5_4mt-deflate
10073551 8.846979 ···· ···· 0.75595 1.724 ·· pingo_0.99_s1
10085611 8.866898 ···· ···· 4.130 4.507 ·· oxipng_9.0.0_o1
10114202 8.885296 ···· ···· 1.432 1.765 ·· ect_0.9.5_3mt-deflate
10169493 8.934462 ···· ···· 1.881 2.142 ·· ect_0.9.5_2mt-deflate
10212499 8.957328 ···· ···· 0.86984 2.636 ·· pingo_0.99_s0
10492976 9.228552 ···· ···· 12.9 14.3 ·· oxipng_9.0.0_o0
10551991 9.299307 ···· ···· 3.355 3.328 ·· ect_0.9.5_1mt-deflate
10850528 9.410288 ···· ···· >3.0e+02 >3.0e+02 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
34 100.00% 0.30 100.00% 49998 0.20 0.84 all
34 100.00% 0.30 100.00% 49998 0.20 0.84 normal
34 100.00% 0.30 100.00% 49998 0.20 0.84 texture
34 100.00% 0.30 100.00% 49998 0.20 0.84 visibly_opaque
32 94.12% 0.27 87.01% 52934 0.22 0.83 DirectClass_sRGB
1 2.94% 1.05 10.39% 5934 0.01 0.82 DirectClass_sRGB_Alpha
1 2.94% 0.26 2.60% 91 0.00 1.05 PseudoClass_sRGB
28 82.35% 0.25 68.83% 49868 0.21 0.83 source_gimp
4 11.76% 0.26 10.39% 63148 0.24 0.92 source_imagemagick->exiftool
2 5.88% 1.05 20.78% 25520 0.02 0.76 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
7335360 6.612202 79.41% 79.41% 0.13253 0.14057 CR cjxl_0.10.1_d0e10
7449655 6.718605 11.76% 11.76% 0.36747 0.43036 CR cjxl_0.10.1_d0e9
7788990 7.014248 ···· ···· 0.52427 0.61477 CR cjxl_0.10.1_d0e8
7925922 7.132023 ···· ···· 1.484 2.027 CR cjxl_0.10.1_d0e7
8140482 7.277127 8.82% 8.82% 0.24440 0.42862 ·· cwebp_1.3.2_z9mt
8225708 7.356591 ···· ···· 2.749 2.944 CR cwebp_1.3.2_z8mt
8236932 7.365850 ···· ···· 3.207 3.207 CR cwebp_1.3.2_z7mt
8239044 7.367230 ···· ···· 3.639 3.638 CR cwebp_1.3.2_z6mt
8242488 7.369902 ···· ···· 4.266 4.273 CR cwebp_1.3.2_z5mt
8258112 7.396125 ···· ···· 4.474 4.475 CR cwebp_1.3.2_z4mt
8258606 7.396449 ···· ···· 4.700 4.687 CR cwebp_1.3.2_z3mt
8524754 7.630039 ···· ···· 6.652 6.651 CR cwebp_1.3.2_z2mt
8628160 7.668436 ···· ···· 1.781 2.543 ·· cjxl_0.10.1_d0e6
8771635 7.803580 ···· ···· 2.174 3.236 ·· cjxl_0.10.1_d0e5
8734140 7.829347 ···· ···· 8.999 8.966 CR cwebp_1.3.2_z1mt
8928760 7.947808 ···· ···· 3.088 5.276 ·· cjxl_0.10.1_d0e4
9090637 8.126422 ···· ···· 0.28174 0.42943 ·· ect_0.9.5_9mt-deflate
9101014 8.137322 ···· ···· 0.31473 1.696 ·· oxipng_9.0.0_o6
9101537 8.137791 ···· ···· 0.40098 1.765 ·· oxipng_9.0.0_o5
9112871 8.141352 ···· ···· 0.72732 1.877 ·· oxipng_9.0.0_o4
9109789 8.144610 ···· ···· 0.87579 2.164 ·· oxipng_9.0.0_o3
9126090 8.154120 ···· ···· 2.321 3.512 ·· oxipng_9.0.0_o2
9117160 8.154762 ···· ···· 0.43032 0.66472 ·· ect_0.9.5_8mt-deflate
9194750 8.179238 ···· ···· 5.332 12.7 ·R cjxl_0.10.1_d0e3
9152683 8.188387 ···· ···· 0.32162 0.67775 ·· pingo_0.99_s9
9205803 8.230103 ···· ···· 0.57900 0.98720 ·· pingo_0.99_s6
9218928 8.234943 ···· ···· 4.540 5.087 ·· oxipng_9.0.0_o1
9218988 8.245318 ···· ···· 0.77186 1.0465 ·· ect_0.9.5_7mt-deflate
9227387 8.249549 ···· ···· 0.57646 1.0531 ·· pingo_0.99_s5
9225267 8.249820 ···· ···· 0.94336 1.1957 ·· ect_0.9.5_6mt-deflate
9239758 8.261963 ···· ···· 0.65824 1.329 ·· pingo_0.99_s3
9239818 8.262017 ···· ···· 0.67766 1.338 ·· pingo_0.99_s4
9240772 8.264121 ···· ···· 0.43989 0.92033 ·· pingo_0.99_s8
9255995 8.275459 ···· ···· 0.49134 0.98955 ·· pingo_0.99_s7
9272001 8.290468 ···· ···· 1.1946 1.4505 ·· ect_0.9.5_5mt-deflate
9279861 8.296941 ···· ···· 1.3324 1.5965 ·· ect_0.9.5_4mt-deflate
9300773 8.316289 ···· ···· 1.821 2.140 ·· ect_0.9.5_3mt-deflate
9305718 8.323321 ···· ···· 0.72929 1.504 ·· pingo_0.99_s2
9351331 8.364200 ···· ···· 0.70622 1.621 ·· pingo_0.99_s1
9360018 8.370432 ···· ···· 2.298 2.666 ·· ect_0.9.5_2mt-deflate
9392802 8.396789 ···· ···· 0.85664 2.526 ·· pingo_0.99_s0
9463077 8.455976 ···· ···· 3.604 3.603 ·· ect_0.9.5_1mt-deflate
9537341 8.510936 ···· ···· 12.8 15.3 CR oxipng_9.0.0_o0
9916195 8.710909 ···· ···· >3.0e+02 >3.0e+02 CR original
10061899 8.930832 ···· ···· 7.806 16.3 ·· cjxl_0.10.1_d0e2
10837083 9.632548 ···· ···· 28.7 34.4 ·· cjxl_0.10.1_d0e1
11404058 9.808666 ···· ···· 23.5 23.4 ·· cwebp_1.3.2_z0mt
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
56 100.00% 0.21 100.00% 27049 0.13 0.85 all
56 100.00% 0.21 100.00% 27049 0.13 0.85 logo
56 100.00% 0.21 100.00% 27049 0.13 0.85 visibly_transparent
5 8.93% 0.16 6.83% 915 0.01 1.13 DirectClass_Gray_Alpha
51 91.07% 0.22 93.17% 29611 0.14 0.82 DirectClass_sRGB_Alpha
56 100.00% 0.21 100.00% 27049 0.13 0.85 source_app->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
5048742 3.459600 64.29% 64.29% 0.141871 0.149077 CR cjxl_0.10.1_d0e10
5258964 3.608419 ···· ···· 0.43296 0.50309 CR cjxl_0.10.1_d0e9
5445508 3.702432 33.93% 33.93% 0.30285 0.55274 ·R cwebp_1.3.2_z9mt
5454558 3.740524 ···· ···· 0.72041 0.86353 CR cjxl_0.10.1_d0e8
5546306 3.774077 1.79% ···· 2.995 3.156 CR cwebp_1.3.2_z8mt
5571928 3.790985 1.79% ···· 5.019 4.946 CR cwebp_1.3.2_z7mt
5597262 3.806641 ···· ···· 5.931 5.858 CR cwebp_1.3.2_z6mt
5554265 3.810250 ···· ···· 1.576 2.101 ·· cjxl_0.10.1_d0e7
5606368 3.812587 ···· ···· 6.448 6.475 CR cwebp_1.3.2_z5mt
5630272 3.835828 ···· ···· 7.416 7.383 CR cwebp_1.3.2_z4mt
5640896 3.843049 ···· ···· 7.422 7.434 CR cwebp_1.3.2_z3mt
5681717 3.893402 ···· ···· 1.771 2.424 ·· cjxl_0.10.1_d0e6
5794989 3.971446 ···· ···· 1.940 2.696 ·· cjxl_0.10.1_d0e5
5928656 4.035377 ···· ···· 10.45 10.42 CR cwebp_1.3.2_z2mt
6127520 4.194419 ···· ···· 2.669 4.428 ·· cjxl_0.10.1_d0e4
6252586 4.253500 ···· ···· 14.40 14.51 CR cwebp_1.3.2_z1mt
6527261 4.486563 ···· ···· 4.481 10.26 ·· cjxl_0.10.1_d0e3
7048490 4.780568 ···· ···· 0.25964 0.75196 ·· pingo_0.99_s9
7064663 4.791162 ···· ···· 0.35590 1.0310 ·· pingo_0.99_s8
7069298 4.794203 ···· ···· 0.38623 1.1149 ·· pingo_0.99_s7
7080131 4.802229 ···· ···· 0.26814 0.62644 ·· ect_0.9.5_8mt-deflate
7081139 4.802832 ···· ···· 0.17399 0.40389 ·· ect_0.9.5_9mt-deflate
7089735 4.808669 ···· ···· 0.53463 1.0851 ·· ect_0.9.5_7mt-deflate
7091603 4.809984 ···· ···· 0.67916 1.2890 ·· ect_0.9.5_6mt-deflate
7097544 4.814043 ···· ···· 0.44584 0.89495 ·· pingo_0.99_s6
7100581 4.816077 ···· ···· 0.46290 0.98047 ·· pingo_0.99_s5
7108339 4.820850 ···· ···· 1.0272 1.780 ·· ect_0.9.5_5mt-deflate
7109917 4.822673 ···· ···· 0.49079 1.0246 ·· pingo_0.99_s4
7116737 4.827289 ···· ···· 0.50006 1.1404 ·· pingo_0.99_s3
7123512 4.831008 ···· ···· 1.2724 2.137 ·· ect_0.9.5_4mt-deflate
7123818 4.831084 ···· ···· 1.5092 2.538 ·· ect_0.9.5_3mt-deflate
7141299 4.844669 ···· ···· 0.57867 1.557 ·· pingo_0.99_s2
7146025 4.845686 ···· ···· 1.870 3.247 ·· ect_0.9.5_2mt-deflate
7187686 4.875495 ···· ···· 0.60097 1.855 ·· pingo_0.99_s1
7159254 4.896244 ···· ···· 6.798 13.1 ·· cjxl_0.10.1_d0e2
7285095 4.939768 ···· ···· 0.73601 2.804 ·· pingo_0.99_s0
7434357 5.046042 ···· ···· 9.875 9.824 ·· ect_0.9.5_1mt-deflate
7428055 5.057821 ···· ···· 0.16232 0.96795 ·· oxipng_9.0.0_o5
7428055 5.057821 ···· ···· 0.123266 0.94115 ·· oxipng_9.0.0_o6
7430207 5.059304 ···· ···· 0.34836 1.1122 ·· oxipng_9.0.0_o4
7454184 5.075883 ···· ···· 0.57060 1.687 ·· oxipng_9.0.0_o3
7479961 5.094387 ···· ···· 1.830 2.303 ·· oxipng_9.0.0_o2
7600671 5.180467 ···· ···· 4.046 4.084 ·· oxipng_9.0.0_o1
7972526 5.333189 ···· ···· 29.7 29.5 CR cwebp_1.3.2_z0mt
7866774 5.374651 ···· ···· 27.7 30.8 ·R cjxl_0.10.1_d0e1
7937065 5.410209 ···· ···· 13.4 14.1 ·· oxipng_9.0.0_o0
8082500 5.499941 ···· ···· >2.1e+02 >2.1e+02 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
24 100.00% 0.02 100.00% 4940 0.29 0.83 all
24 100.00% 0.02 100.00% 4940 0.29 0.83 icon
12 50.00% 0.02 48.30% 7272 0.38 0.80 visibly_opaque
12 50.00% 0.02 51.70% 2607 0.20 0.87 visibly_transparent
7 29.17% 0.01 25.16% 6515 0.45 0.79 DirectClass_sRGB
17 70.83% 0.02 74.84% 4291 0.22 0.85 DirectClass_sRGB_Alpha
4 16.67% 0.00 3.58% 694 0.17 0.74 source_app
20 83.33% 0.02 96.42% 5789 0.31 0.85 source_app->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
346375 6.71388 45.83% 45.83% 0.07527 0.07953 CR cjxl_0.10.1_d0e10
349824 6.72483 25.00% 20.83% 0.065635 0.1123 ·R cwebp_1.3.2_z9mt
349808 6.80389 4.17% ···· 0.2418 0.2650 CR cjxl_0.10.1_d0e9
355380 6.80427 12.50% 8.33% 0.740 0.870 CR cwebp_1.3.2_z8mt
356902 6.83272 8.33% ···· 1.75 1.75 CR cwebp_1.3.2_z6mt
357018 6.83595 8.33% ···· 1.70 1.61 ·· cwebp_1.3.2_z7mt
357428 6.84290 4.17% ···· 2.09 2.04 CR cwebp_1.3.2_z5mt
353757 6.87902 8.33% 4.17% 0.3608 0.4059 ·· cjxl_0.10.1_d0e8
355409 6.91967 ···· ···· 0.679 0.855 ·· cjxl_0.10.1_d0e7
360513 7.02365 ···· ···· 0.749 0.980 ·· cjxl_0.10.1_d0e6
364218 7.08690 4.17% 4.17% 0.812 1.06 ·· cjxl_0.10.1_d0e5
370850 7.09093 8.33% 4.17% 2.97 3.01 CR cwebp_1.3.2_z4mt
371744 7.10764 4.17% ···· 3.04 3.02 CR cwebp_1.3.2_z3mt
403671 7.46931 ···· ···· 0.915 1.39 ·· cjxl_0.10.1_d0e4
392708 7.56277 ···· ···· 5.0 5.0 CR cwebp_1.3.2_z2mt
422935 7.88934 ···· ···· 1.27 2.43 ·· cjxl_0.10.1_d0e3
421678 8.08654 ···· ···· 6.1 6.1 CR cwebp_1.3.2_z1mt
474377 8.62260 ···· ···· 1.59 2.29 ·· cjxl_0.10.1_d0e2
449972 8.62356 ···· ···· 10 10 CR cwebp_1.3.2_z0mt
468969 8.83489 ···· ···· 0.1592 0.1707 ·· ect_0.9.5_9mt-deflate
469090 8.83771 ···· ···· 0.2342 0.2529 ·· ect_0.9.5_8mt-deflate
465364 8.84761 ···· ···· 0.06096 0.2234 ·· pingo_0.99_s9
469734 8.84957 ···· ···· 0.4188 0.3947 ·· ect_0.9.5_7mt-deflate
469750 8.85072 ···· ···· 0.5035 0.487 ·· ect_0.9.5_6mt-deflate
465634 8.85316 ···· ···· 0.05943 0.2403 ·· pingo_0.99_s8
465966 8.85724 ···· ···· 0.05580 0.2438 ·· pingo_0.99_s7
470409 8.86144 ···· ···· 0.674 0.610 ·· ect_0.9.5_5mt-deflate
466478 8.86555 ···· ···· 0.05795 0.2581 ·· pingo_0.99_s6
471131 8.87553 ···· ···· 0.832 0.704 ·· ect_0.9.5_4mt-deflate
468893 8.89204 ···· ···· 0.1655 0.697 ·· oxipng_9.0.0_o5
468893 8.89204 ···· ···· 0.1304 0.663 ·· oxipng_9.0.0_o6
468104 8.89992 ···· ···· 1.56 1.28 ·· ect_0.9.5_2mt-deflate
470398 8.91472 ···· ···· 1.04 1.50 ·· oxipng_9.0.0_o2
469331 8.91581 ···· ···· 0.3323 0.814 ·· oxipng_9.0.0_o4
470085 8.92130 ···· ···· 0.06354 0.2661 ·· pingo_0.99_s5
469985 8.92541 ···· ···· 0.4083 0.968 ·· oxipng_9.0.0_o3
467814 8.92621 ···· ···· 0.06295 0.3131 ·· pingo_0.99_s4
468385 8.93409 ···· ···· 1.26 1.12 ·· ect_0.9.5_3mt-deflate
469759 8.97179 ···· ···· 0.06590 0.3280 ·· pingo_0.99_s3
470416 8.98166 ···· ···· 0.06674 0.366 ·· pingo_0.99_s2
473976 8.98344 ···· ···· 0.07973 0.471 ·· pingo_0.99_s0
473098 9.00991 ···· ···· 0.07259 0.383 ·· pingo_0.99_s1
481850 9.14424 ···· ···· 3.59 3.53 ·· ect_0.9.5_1mt-deflate
483827 9.22930 ···· ···· 1.85 2.12 ·· oxipng_9.0.0_o1
508374 9.35403 ···· ···· 3.27 3.46 ·· cjxl_0.10.1_d0e1
503678 9.54653 ···· ···· 3.75 4.60 ·· oxipng_9.0.0_o0
538405 10.0449 ···· ···· >17 >17 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
73 100.00% 0.23 100.00% 804 0.00 0.90 all
10 13.70% 0.55 32.98% 3869 0.01 1.13 game_asset
73 100.00% 0.23 100.00% 804 0.00 0.90 pixel_art
10 13.70% 0.55 32.98% 3869 0.01 1.13 sprite_sheet
63 86.30% 0.17 63.48% 383 0.00 0.85 visibly_opaque
10 13.70% 0.60 36.52% 3459 0.00 1.19 visibly_transparent
3 4.11% 0.15 2.79% 7408 0.08 1.17 DirectClass_sRGB
6 8.22% 0.83 30.11% 5748 0.01 1.24 DirectClass_sRGB_Alpha
2 2.74% 0.22 2.68% 2 0.00 0.35 PseudoClass_Gray
58 79.45% 0.17 58.00% 33 0.00 0.85 PseudoClass_sRGB
4 5.48% 0.27 6.42% 26 0.00 1.12 PseudoClass_sRGB_Alpha
4 5.48% 0.12 2.87% 1049 0.02 0.97 source_app
6 8.22% 0.83 30.11% 5748 0.01 1.24 source_app->exiftool
63 86.30% 0.18 67.02% 318 0.00 0.86 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
2247482 1.083085 15.07% 15.07% 0.189675 0.27806 CR cwebp_1.3.2_z9mt
2705511 1.097742 64.38% 61.64% 0.35250 0.36956 CR cjxl_0.10.1_d0e10
2829896 1.149303 4.11% 1.37% 4.132 6.704 CR cwebp_1.3.2_z8mt
2777250 1.150572 5.48% 2.74% 11.39 11.39 CR cwebp_1.3.2_z7mt
2794016 1.153687 1.37% 1.37% 12.25 12.26 CR cwebp_1.3.2_z6mt
2800636 1.157397 1.37% ···· 13.90 13.89 CR cwebp_1.3.2_z5mt
2814825 1.162728 1.37% ···· 0.87055 1.1006 ·· cjxl_0.10.1_d0e9
2804584 1.163043 2.74% 1.37% 14.65 14.63 CR cwebp_1.3.2_z4mt
2812280 1.169420 2.74% 1.37% 16.26 16.34 CR cwebp_1.3.2_z3mt
2901668 1.210815 ···· ···· 1.2664 1.747 ·· cjxl_0.10.1_d0e8
2650878 1.224196 1.37% 1.37% 0.36120 1.5156 ·· pingo_0.99_s9
2655039 1.226344 ···· ···· 0.43926 1.896 ·· pingo_0.99_s8
2688670 1.231426 ···· ···· 0.51977 2.013 ·· pingo_0.99_s7
2697176 1.236388 ···· ···· 0.53908 1.876 ·· pingo_0.99_s6
2660429 1.236941 1.37% 1.37% 0.676556 1.0488 ·· ect_0.9.5_9mt-deflate
2660724 1.237297 ···· ···· 1.0570 1.7603 ·· ect_0.9.5_8mt-deflate
2697979 1.237805 ···· ···· 0.54212 1.913 ·· pingo_0.99_s5
2700832 1.238258 ···· ···· 0.53781 1.863 ·· pingo_0.99_s4
2662740 1.238579 ···· ···· 2.1029 3.052 ·· ect_0.9.5_7mt-deflate
2663938 1.239010 ···· ···· 2.7102 3.572 ·· ect_0.9.5_6mt-deflate
2701894 1.239875 ···· ···· 0.54157 1.867 ·· pingo_0.99_s3
3123074 1.240178 6.85% 5.48% 18.27 18.17 CR cwebp_1.3.2_z2mt
2702772 1.240613 ···· ···· 0.56365 2.097 ·· pingo_0.99_s2
2669117 1.241877 ···· ···· 4.0255 4.968 ·· ect_0.9.5_5mt-deflate
2701970 1.243197 ···· ···· 0.49251 2.2362 ·· oxipng_9.0.0_o5
2701970 1.243197 ···· ···· 0.403293 2.1908 ·· oxipng_9.0.0_o6
2701977 1.243208 ···· ···· 0.85115 2.5601 ·· oxipng_9.0.0_o4
2676644 1.245425 ···· ···· 5.590 6.233 ·· ect_0.9.5_4mt-deflate
2716517 1.246608 ···· ···· 1.0295 2.997 ·· oxipng_9.0.0_o3
2716934 1.246838 ···· ···· 3.324 5.032 ·· oxipng_9.0.0_o2
2728648 1.247767 ···· ···· 0.59932 2.436 ·· pingo_0.99_s1
2686327 1.249514 ···· ···· 6.196 6.792 ·· ect_0.9.5_3mt-deflate
2687675 1.250466 ···· ···· 8.067 8.081 ·· ect_0.9.5_2mt-deflate
2776053 1.261493 ···· ···· 0.67489 2.807 ·· pingo_0.99_s0
2944690 1.297850 ···· ···· 4.848 7.891 ·· oxipng_9.0.0_o1
3252073 1.320494 ···· ···· 2.623 3.933 ·· cjxl_0.10.1_d0e7
2908798 1.337246 ···· ···· 20.10 19.92 CR ect_0.9.5_1mt-deflate
3449279 1.378367 ···· ···· 2.822 4.296 ·· cjxl_0.10.1_d0e6
3522316 1.384839 ···· ···· 23.71 23.46 CR cwebp_1.3.2_z1mt
3310191 1.409565 ···· ···· 11.13 23.2 ·· oxipng_9.0.0_o0
3633201 1.460008 ···· ···· 2.977 4.738 ·· cjxl_0.10.1_d0e5
3851843 1.525200 ···· ···· >2.3e+02 >2.3e+02 CR original
4032180 1.592459 ···· ···· 37.9 37.4 ·· cwebp_1.3.2_z0mt
6084531 1.958763 ···· ···· 3.820 7.453 ·· cjxl_0.10.1_d0e4
6472721 2.097827 ···· ···· 7.385 13.3 ·· cjxl_0.10.1_d0e2
8625447 2.595851 ···· ···· 5.197 12.26 ·· cjxl_0.10.1_d0e3
7803318 2.745298 ···· ···· 27.8 32.7 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
63 100.00% 0.18 100.00% 318 0.00 0.86 all
63 100.00% 0.18 100.00% 318 0.00 0.86 pixel_art
59 93.65% 0.17 90.43% 338 0.00 0.85 visibly_opaque
4 6.35% 0.27 9.57% 26 0.00 1.12 visibly_transparent
2 3.17% 0.20 3.56% 9056 0.09 1.30 DirectClass_sRGB
2 3.17% 0.22 4.01% 2 0.00 0.35 PseudoClass_Gray
55 87.30% 0.17 82.86% 33 0.00 0.85 PseudoClass_sRGB
4 6.35% 0.27 9.57% 26 0.00 1.12 PseudoClass_sRGB_Alpha
63 100.00% 0.18 100.00% 318 0.00 0.86 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
1193938 0.948614 69.84% 66.67% 0.37406 0.39173 CR cjxl_0.10.1_d0e10
1273532 0.995181 11.11% 11.11% 0.18488 0.25951 ·· cwebp_1.3.2_z9mt
1259259 1.00845 1.59% ···· 0.91815 1.1047 CR cjxl_0.10.1_d0e9
1315396 1.02827 1.59% 1.59% 4.326 7.156 CR cwebp_1.3.2_z8mt
1316012 1.03407 1.59% 1.59% 12.12 12.12 CR cwebp_1.3.2_z7mt
1320928 1.03610 1.59% 1.59% 12.91 12.93 CR cwebp_1.3.2_z6mt
1332350 1.03972 1.59% ···· 14.7 14.6 CR cwebp_1.3.2_z5mt
1335308 1.04442 3.17% 1.59% 15.5 15.5 CR cwebp_1.3.2_z4mt
1349522 1.05173 3.17% 1.59% 17.3 17.3 CR cwebp_1.3.2_z3mt
1318938 1.05756 ···· ···· 1.310 1.692 ·· cjxl_0.10.1_d0e8
1384704 1.08916 1.59% 1.59% 0.37986 1.614 ·· pingo_0.99_s9
1387548 1.09151 ···· ···· 0.44348 1.973 ·· pingo_0.99_s8
1393380 1.09447 ···· ···· 0.50515 2.121 ·· pingo_0.99_s7
1419644 1.09780 7.94% 6.35% 19.4 19.3 CR cwebp_1.3.2_z2mt
1399158 1.09873 ···· ···· 0.52731 1.979 ·· pingo_0.99_s6
1399961 1.10038 ···· ···· 0.52915 2.020 ·· pingo_0.99_s5
1403221 1.10115 ···· ···· 0.52179 1.964 ·· pingo_0.99_s4
1403876 1.10277 ···· ···· 0.52758 1.966 ·· pingo_0.99_s3
1404596 1.10353 ···· ···· 0.55376 2.213 ·· pingo_0.99_s2
1395021 1.10409 1.59% 1.59% 0.75016 1.1512 ·· ect_0.9.5_9mt-deflate
1395178 1.10442 ···· ···· 1.1749 1.937 ·· ect_0.9.5_8mt-deflate
1396735 1.10585 ···· ···· 2.285 3.320 ·· ect_0.9.5_7mt-deflate
1397454 1.10631 ···· ···· 2.958 3.862 ·· ect_0.9.5_6mt-deflate
1401686 1.10710 ···· ···· 0.54062 2.422 ·· oxipng_9.0.0_o5
1401686 1.10710 ···· ···· 0.44338 2.372 ·· oxipng_9.0.0_o6
1401693 1.10711 ···· ···· 0.92473 2.766 ·· oxipng_9.0.0_o4
1411539 1.10936 ···· ···· 0.56581 2.533 ·· pingo_0.99_s1
1401076 1.10945 ···· ···· 4.414 5.332 ·· ect_0.9.5_5mt-deflate
1405251 1.10956 ···· ···· 1.1049 3.198 ·· oxipng_9.0.0_o3
1405375 1.10968 ···· ···· 3.562 5.476 ·· oxipng_9.0.0_o2
1405885 1.11310 ···· ···· 6.096 6.683 ·· ect_0.9.5_4mt-deflate
1411346 1.11721 ···· ···· 6.752 7.246 ·· ect_0.9.5_3mt-deflate
1412243 1.11826 ···· ···· 8.891 8.711 ·· ect_0.9.5_2mt-deflate
1427880 1.12063 ···· ···· 0.60665 2.833 ·· pingo_0.99_s0
1435069 1.14077 ···· ···· 5.064 8.496 ·· oxipng_9.0.0_o1
1450082 1.14754 ···· ···· 2.696 3.785 ·· cjxl_0.10.1_d0e7
1526225 1.20156 ···· ···· 21.5 21.3 CR ect_0.9.5_1mt-deflate
1558207 1.20204 ···· ···· 2.892 4.076 ·· cjxl_0.10.1_d0e6
1595580 1.21122 ···· ···· 25.2 24.9 CR cwebp_1.3.2_z1mt
1577096 1.23825 ···· ···· 10.7 23.9 ·· oxipng_9.0.0_o0
1609874 1.27146 ···· ···· >1.8e+02 >1.8e+02 CR original
1693189 1.28727 ···· ···· 3.023 4.417 ·· cjxl_0.10.1_d0e5
1751750 1.34489 ···· ···· 39.2 38.7 ·· cwebp_1.3.2_z0mt
1937535 1.43653 ···· ···· 3.989 7.481 ·· cjxl_0.10.1_d0e4
2109106 1.54878 ···· ···· 7.597 12.8 ·· cjxl_0.10.1_d0e2
2563793 1.85857 ···· ···· 5.381 12.1 ·· cjxl_0.10.1_d0e3
2938348 2.18381 ···· ···· 27.4 32.4 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
33 100.00% 1.62 100.00% 9346 0.00 2.67 all
1 3.03% 1.17 2.19% 4 0.00 0.92 comic
4 12.12% 3.28 24.62% 75465 0.02 1.19 game
33 100.00% 1.62 100.00% 9346 0.00 2.67 pixel_art_scaled
14 42.42% 0.66 17.43% 186 0.00 2.03 watermark
30 90.91% 1.71 96.31% 10274 0.00 2.66 visibly_opaque
3 9.09% 0.66 3.69% 65 0.00 2.74 visibly_transparent
13 39.39% 1.53 37.21% 23521 0.01 1.64 DirectClass_sRGB
12 36.36% 2.20 49.43% 194 0.00 4.26 DirectClass_sRGB_Alpha
7 21.21% 0.86 11.34% 27 0.00 1.77 PseudoClass_sRGB
1 3.03% 1.08 2.03% 106 0.00 3.15 PseudoClass_sRGB_Alpha
16 48.48% 1.39 41.59% 19026 0.00 1.82 source_imagemagick->exiftool
12 36.36% 2.00 45.09% 222 0.00 3.30 source_web
5 15.15% 1.42 13.32% 265 0.00 3.85 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
3279866 0.30109785 27.27% 27.27% 0.91513 1.4338 CR cwebp_1.3.2_z9mt
3349218 0.30834096 9.09% 3.03% 32.17 32.14 CR cwebp_1.3.2_z7mt
3328516 0.30849262 6.06% ···· 11.56 13.97 ·· cwebp_1.3.2_z8mt
3395458 0.31393784 6.06% 3.03% 33.46 33.38 CR cwebp_1.3.2_z6mt
3431286 0.31995193 15.15% 6.06% 36.24 36.18 CR cwebp_1.3.2_z4mt
3434670 0.32024530 9.09% ···· 34.71 34.87 ·· cwebp_1.3.2_z5mt
3451086 0.32343459 9.09% 6.06% 38.09 37.10 CR cwebp_1.3.2_z3mt
3106142 0.33441437 18.18% 18.18% 0.429557 0.476325 ·· cjxl_0.10.1_d0e10
3807052 0.34876178 27.27% 24.24% 41.66 41.82 CR cwebp_1.3.2_z2mt
3526751 0.38099529 ···· ···· 1.1773 3.9763 ·· cjxl_0.10.1_d0e9
4002018 0.38169549 3.03% ···· 56.52 56.55 CR cwebp_1.3.2_z1mt
3813292 0.39419182 ···· ···· 0.336613 0.608121 ·· ect_0.9.5_9mt-deflate
3815939 0.39437317 ···· ···· 0.533464 0.95546 ·· ect_0.9.5_8mt-deflate
3822837 0.39472590 ···· ···· 1.3091 2.1292 ·· ect_0.9.5_7mt-deflate
3825840 0.39482348 ···· ···· 1.8539 2.8545 ·· ect_0.9.5_6mt-deflate
3831291 0.39533214 ···· ···· 3.1471 4.5370 ·· ect_0.9.5_5mt-deflate
3846862 0.39662205 ···· ···· 4.3563 6.0368 ·· ect_0.9.5_4mt-deflate
3840725 0.39678802 ···· ···· 0.788872 1.5743 ·· pingo_0.99_s9
3850317 0.39727710 ···· ···· 1.2052 2.4822 ·· pingo_0.99_s8
3745559 0.39871943 ···· ···· 2.0185 6.7045 ·· cjxl_0.10.1_d0e8
3863161 0.40020826 ···· ···· 1.1093 3.5027 ·· oxipng_9.0.0_o4
3863161 0.40020826 ···· ···· 0.529546 2.9808 ·· oxipng_9.0.0_o5
3863161 0.40020826 ···· ···· 0.406434 2.8007 ·· oxipng_9.0.0_o6
3876578 0.40052802 ···· ···· 1.6230 3.4542 ·· pingo_0.99_s7
3882478 0.40329339 ···· ···· 6.1550 8.0995 ·· ect_0.9.5_3mt-deflate
3907456 0.40574867 ···· ···· 1.9327 5.5182 ·· oxipng_9.0.0_o3
3943967 0.40978590 ···· ···· 2.3196 4.7893 ·· pingo_0.99_s6
3944020 0.40984297 ···· ···· 2.3403 4.8361 ·· pingo_0.99_s5
3946315 0.41188270 ···· ···· 6.5375 8.3254 ·· oxipng_9.0.0_o2
3915423 0.41209856 ···· ···· 5.0927 7.062 ·· ect_0.9.5_2mt-deflate
3988482 0.42855236 ···· ···· 2.5671 5.3333 ·· pingo_0.99_s4
3988536 0.42861056 ···· ···· 2.4697 5.3277 ·· pingo_0.99_s3
3988901 0.42901422 ···· ···· 2.5412 5.4013 ·· pingo_0.99_s2
4042802 0.43529563 ···· ···· 2.7587 6.6010 ·· pingo_0.99_s1
4184258 0.43640670 ···· ···· 50.54 49.91 ·· ect_0.9.5_1mt-deflate
4108040 0.44499096 ···· ···· 12.29 14.57 ·· oxipng_9.0.0_o1
4201134 0.45740149 ···· ···· 3.1637 8.010 ·· pingo_0.99_s0
4413311 0.46799105 ···· ···· 3.7195 10.90 ·· cjxl_0.10.1_d0e7
4634169 0.50029312 ···· ···· 27.88 37.68 ·· oxipng_9.0.0_o0
4933851 0.51907228 ···· ···· 3.8962 11.40 ·· cjxl_0.10.1_d0e6
5230593 0.55360622 ···· ···· 4.1657 11.95 ·· cjxl_0.10.1_d0e5
5009395 0.57727449 ···· ···· >1.6e+03 >1.6e+03 CR original
6602910 0.62911971 ···· ···· 74.9 72.9 ·· cwebp_1.3.2_z0mt
6539976 0.71755143 ···· ···· 5.4370 14.07 ·· cjxl_0.10.1_d0e4
7239381 0.78796873 ···· ···· 10.72 30.54 ·· cjxl_0.10.1_d0e2
9113587 1.0689652 ···· ···· 76.6 93.2 ·· cjxl_0.10.1_d0e1
9895122 1.3891262 ···· ···· 8.105 26.62 ·· cjxl_0.10.1_d0e3
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
29 100.00% 1.39 100.00% 226 0.00 2.87 all
1 3.45% 1.17 2.90% 4 0.00 0.92 comic
29 100.00% 1.39 100.00% 226 0.00 2.87 pixel_art_scaled
14 48.28% 0.66 23.12% 186 0.00 2.03 watermark
26 89.66% 1.47 95.11% 244 0.00 2.88 visibly_opaque
3 10.34% 0.66 4.89% 65 0.00 2.74 visibly_transparent
9 31.03% 0.75 16.70% 435 0.00 1.84 DirectClass_sRGB
12 41.38% 2.20 65.57% 194 0.00 4.26 DirectClass_sRGB_Alpha
7 24.14% 0.86 15.04% 27 0.00 1.77 PseudoClass_sRGB
1 3.45% 1.08 2.69% 106 0.00 3.15 PseudoClass_sRGB_Alpha
12 41.38% 0.75 22.51% 213 0.00 2.03 source_imagemagick->exiftool
12 41.38% 2.00 59.82% 222 0.00 3.30 source_web
5 17.24% 1.42 17.67% 265 0.00 3.85 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
400934 0.144434 24.14% 24.14% 0.96240 1.4801 CR cwebp_1.3.2_z9mt
406770 0.146418 10.34% 3.45% 36.07 36.03 CR cwebp_1.3.2_z7mt
406800 0.146567 6.90% ···· 12.79 15.53 ·· cwebp_1.3.2_z8mt
413870 0.148545 6.90% 3.45% 37.46 37.38 CR cwebp_1.3.2_z6mt
423190 0.151344 17.24% 6.90% 40.5 40.4 CR cwebp_1.3.2_z4mt
423922 0.151590 10.34% ···· 38.8 38.9 ·· cwebp_1.3.2_z5mt
428976 0.153294 10.34% 6.90% 42.6 41.5 CR cwebp_1.3.2_z3mt
443298 0.158282 31.03% 27.59% 46.6 46.8 CR cwebp_1.3.2_z2mt
477163 0.168099 13.79% 13.79% 0.46955 0.52125 ·· cjxl_0.10.1_d0e10
483806 0.173240 3.45% ···· 63.0 63.0 CR cwebp_1.3.2_z1mt
518624 0.177553 ···· ···· 1.2815 4.3297 ·· cjxl_0.10.1_d0e9
540306 0.186203 ···· ···· 2.1897 7.297 ·· cjxl_0.10.1_d0e8
579719 0.200456 ···· ···· 3.981 11.48 ·· cjxl_0.10.1_d0e7
609102 0.202156 ···· ···· 0.369817 0.62557 ·· ect_0.9.5_9mt-deflate
609276 0.202249 ···· ···· 0.58678 0.98253 ·· ect_0.9.5_8mt-deflate
609537 0.202360 ···· ···· 1.4408 2.2188 ·· ect_0.9.5_7mt-deflate
609581 0.202370 ···· ···· 2.0428 2.9982 ·· ect_0.9.5_6mt-deflate
610363 0.202673 ···· ···· 3.4677 4.787 ·· ect_0.9.5_5mt-deflate
616710 0.203687 ···· ···· 4.800 6.385 ·· ect_0.9.5_4mt-deflate
621914 0.204056 ···· ···· 0.85287 1.5918 ·· pingo_0.99_s9
622448 0.204223 ···· ···· 1.2810 2.5366 ·· pingo_0.99_s8
625268 0.205190 ···· ···· 1.6898 3.6228 ·· pingo_0.99_s7
621946 0.205220 ···· ···· 1.2032 3.7890 ·· oxipng_9.0.0_o4
621946 0.205220 ···· ···· 0.57428 3.2147 ·· oxipng_9.0.0_o5
621946 0.205220 ···· ···· 0.44008 3.0259 ·· oxipng_9.0.0_o6
623152 0.206478 ···· ···· 6.770 8.725 ·· ect_0.9.5_3mt-deflate
642537 0.210002 ···· ···· 2.1031 5.977 ·· oxipng_9.0.0_o3
654299 0.212993 ···· ···· 7.126 9.097 ·· oxipng_9.0.0_o2
659857 0.213630 ···· ···· 2.4386 5.203 ·· pingo_0.99_s6
659910 0.213695 ···· ···· 2.4568 5.256 ·· pingo_0.99_s5
644148 0.215193 ···· ···· 5.521 7.221 ·· ect_0.9.5_2mt-deflate
625108 0.217575 ···· ···· 4.129 11.86 ·· cjxl_0.10.1_d0e6
694976 0.227682 ···· ···· 55.7 55.0 ·· ect_0.9.5_1mt-deflate
687931 0.231219 ···· ···· 2.6895 5.768 ·· pingo_0.99_s4
687985 0.231285 ···· ···· 2.5908 5.764 ·· pingo_0.99_s3
688350 0.231745 ···· ···· 2.6620 5.846 ·· pingo_0.99_s2
659218 0.231778 ···· ···· 4.399 12.33 ·· cjxl_0.10.1_d0e5
703466 0.236515 ···· ···· 2.8477 7.129 ·· pingo_0.99_s1
704910 0.240926 ···· ···· 13.32 15.90 ·· oxipng_9.0.0_o1
759636 0.256030 ···· ···· 3.2074 8.510 ·· pingo_0.99_s0
812066 0.278021 ···· ···· 28.50 39.65 ·· oxipng_9.0.0_o0
912929 0.292177 ···· ···· 5.7951 14.48 ·· cjxl_0.10.1_d0e4
915897 0.293389 ···· ···· 10.96 29.28 ·· cjxl_0.10.1_d0e2
1094975 0.353418 ···· ···· >1.4e+03 >1.4e+03 CR original
2264120 0.388047 ···· ···· 79.2 76.9 ·· cwebp_1.3.2_z0mt
1343650 0.493929 ···· ···· 78.2 95.3 ·· cjxl_0.10.1_d0e1
2989869 0.955279 ···· ···· 8.497 25.83 ·· cjxl_0.10.1_d0e3
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
51 100.00% 1.75 100.00% 254917 0.23 0.83 all
6 11.76% 1.66 11.18% 302073 0.18 0.82 digital_painting_like
51 100.00% 1.75 100.00% 254917 0.23 0.83 machine_learning
21 41.18% 1.84 43.37% 251721 0.21 0.83 photo_like
50 98.04% 1.75 98.24% 245600 0.22 0.83 visibly_opaque
1 1.96% 1.57 1.76% 720731 0.46 0.82 visibly_transparent
50 98.04% 1.75 98.24% 245600 0.22 0.83 DirectClass_sRGB
1 1.96% 1.57 1.76% 720731 0.46 0.82 DirectClass_sRGB_Alpha
29 56.86% 1.85 60.17% 252952 0.26 0.84 source_imagemagick->exiftool
22 43.14% 1.61 39.83% 257507 0.19 0.81 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
81328061 7.3786733 74.51% 74.51% 0.08722202 0.0950249 CR cjxl_0.10.1_d0e10
82336542 7.4268701 19.61% 19.61% 0.224187 0.635205 CR cjxl_0.10.1_d0e9
82499627 7.4571979 1.96% 1.96% 0.303499 0.860577 CR cjxl_0.10.1_d0e8
82832674 7.4844119 1.96% 1.96% 0.923633 2.7256 CR cjxl_0.10.1_d0e7
84698725 7.6478041 ···· ···· 1.3053 3.7918 CR cjxl_0.10.1_d0e6
85385640 7.7198125 ···· ···· 1.7241 5.0619 CR cjxl_0.10.1_d0e5
85885553 7.7859650 ···· ···· 2.8728 7.7682 CR cjxl_0.10.1_d0e4
86671088 7.8356029 ···· ···· 5.1930 22.05 CR cjxl_0.10.1_d0e3
88174106 8.0394021 1.96% 1.96% 0.143601 0.263680 ·· cwebp_1.3.2_z9mt
88995186 8.1320214 ···· ···· 1.9432 1.9432 ·· cwebp_1.3.2_z8mt
89546196 8.1801796 ···· ···· 2.1575 2.1574 ·· cwebp_1.3.2_z7mt
89678170 8.1962974 ···· ···· 3.2177 3.2171 ·· cwebp_1.3.2_z6mt
89720524 8.2023298 ···· ···· 4.2875 4.2849 ·· cwebp_1.3.2_z5mt
89896450 8.2083007 ···· ···· 4.3169 4.3173 ·· cwebp_1.3.2_z4mt
89921112 8.2111273 ···· ···· 4.5536 4.5541 ·· cwebp_1.3.2_z3mt
90318648 8.2806022 ···· ···· 6.2534 6.2511 C· cwebp_1.3.2_z2mt
91559570 8.4722967 ···· ···· 7.6252 7.6283 C· cwebp_1.3.2_z1mt
93535651 8.6405365 ···· ···· 8.412 25.67 CR cjxl_0.10.1_d0e2
100642024 9.2395625 ···· ···· 21.88 21.93 C· cwebp_1.3.2_z0mt
102741598 9.3942700 ···· ···· 33.28 36.61 CR cjxl_0.10.1_d0e1
110943767 10.253898 ···· ···· 0.137278 0.434619 ·· ect_0.9.5_9mt-deflate
111010825 10.260755 ···· ···· 0.203262 0.620728 ·· ect_0.9.5_8mt-deflate
111110557 10.269507 ···· ···· 0.283247 0.761507 ·· pingo_0.99_s9
111324751 10.288990 ···· ···· 0.373647 0.742389 ·· ect_0.9.5_7mt-deflate
111421062 10.298453 ···· ···· 0.441261 0.769497 ·· ect_0.9.5_6mt-deflate
111517892 10.306949 ···· ···· 0.453846 0.87583 ·· pingo_0.99_s8
111633069 10.315536 ···· ···· 0.559529 0.839590 ·· ect_0.9.5_5mt-deflate
111570336 10.317711 ···· ···· 0.220257 1.3437 ·· oxipng_9.0.0_o6
111599443 10.321244 ···· ···· 0.286172 1.3903 ·· oxipng_9.0.0_o5
111620609 10.321979 ···· ···· 0.566870 1.4470 ·· oxipng_9.0.0_o4
111761872 10.324722 ···· ···· 0.543494 0.91059 ·· pingo_0.99_s7
111642981 10.326240 ···· ···· 0.684433 1.6868 ·· oxipng_9.0.0_o3
111964909 10.342336 ···· ···· 0.628001 0.870373 ·· ect_0.9.5_4mt-deflate
112009966 10.348131 ···· ···· 0.731409 0.86843 ·· pingo_0.99_s5
112009974 10.348136 ···· ···· 0.737515 0.86871 ·· pingo_0.99_s6
112113875 10.361433 ···· ···· 0.96660 1.2086 ·· pingo_0.99_s4
112113875 10.361433 ···· ···· 0.95917 1.2049 ·· pingo_0.99_s3
112114484 10.361797 ···· ···· 0.96342 1.2113 ·· pingo_0.99_s2
112234149 10.369074 ···· ···· 0.893634 1.3092 ·· ect_0.9.5_3mt-deflate
112234484 10.374875 ···· ···· 1.0095 1.2945 ·· pingo_0.99_s1
112334261 10.375340 ···· ···· 1.6520 2.3752 ·· oxipng_9.0.0_o2
112649368 10.405385 ···· ···· 3.6087 3.6187 ·· oxipng_9.0.0_o1
113190269 10.442204 ···· ···· 1.3572 2.2803 ·· ect_0.9.5_2mt-deflate
114001536 10.536942 ···· ···· 1.7136 2.6056 ·· pingo_0.99_s0
116067756 10.697069 ···· ···· 1.8755 1.8741 ·· ect_0.9.5_1mt-deflate
117363501 10.818199 ···· ···· 14.11 14.31 ·· oxipng_9.0.0_o0
118233538 10.889555 ···· ···· >1.7e+03 >1.7e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
45 100.00% 1.55 100.00% 75544 0.06 1.35 all
45 100.00% 1.55 100.00% 75544 0.06 1.35 algorithmic
2 4.44% 8.52 24.42% 6 0.00 3.79 fractal
27 60.00% 1.14 44.11% 124026 0.10 0.75 jxl_art
16 35.56% 1.37 31.47% 3173 0.00 2.06 larip
45 100.00% 1.55 100.00% 75544 0.06 1.35 visibly_opaque
18 40.00% 1.33 34.26% 129907 0.10 1.63 DirectClass_sRGB
12 26.67% 1.18 20.23% 88396 0.08 0.83 DirectClass_sRGB_Alpha
10 22.22% 0.86 12.33% 28 0.00 0.84 PseudoClass_Gray
5 11.11% 4.63 33.18% 24 0.00 2.63 PseudoClass_sRGB
24 53.33% 1.89 64.91% 4699 0.00 1.85 source_imagemagick->exiftool
11 24.44% 1.36 21.37% 109202 0.08 0.87 source_web
10 22.22% 0.96 13.73% 208550 0.18 0.69 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
13058869 1.6517243 68.89% 68.89% 0.290584 0.326416 CR cjxl_0.10.1_d0e10
14991456 1.9311208 ···· ···· 0.724794 1.50043 CR cjxl_0.10.1_d0e9
16892559 2.1639589 ···· ···· 1.2895 2.6188 CR cjxl_0.10.1_d0e8
17615188 2.2454431 15.56% 11.11% 0.625182 0.941196 ·· cwebp_1.3.2_z9mt
17922850 2.2920010 11.11% 4.44% 10.887 14.321 CR cwebp_1.3.2_z8mt
18072460 2.3116151 6.67% ···· 20.362 20.374 CR cwebp_1.3.2_z7mt
18316050 2.3362536 2.22% ···· 22.576 22.906 CR cwebp_1.3.2_z6mt
18555576 2.3702271 2.22% ···· 24.67 24.37 CR cwebp_1.3.2_z5mt
18530112 2.3750934 2.22% ···· 26.86 26.87 CR cwebp_1.3.2_z4mt
18555946 2.3776231 2.22% ···· 26.24 26.63 ·· cwebp_1.3.2_z3mt
18883173 2.4382297 ···· ···· 2.6928 5.4573 ·· cjxl_0.10.1_d0e7
19211092 2.4750448 4.44% 2.22% 27.42 27.32 CR cwebp_1.3.2_z2mt
20940444 2.6747186 4.44% 2.22% 34.00 33.76 CR cwebp_1.3.2_z1mt
21933879 2.8031004 4.44% 4.44% 0.792134 1.7621 ·· pingo_0.99_s9
21971870 2.8081755 ···· ···· 1.0678 2.2768 ·· pingo_0.99_s8
21986761 2.8124037 ···· ···· 0.527827 1.00406 ·· ect_0.9.5_9mt-deflate
21995592 2.8136988 ···· ···· 0.823434 1.6167 ·· ect_0.9.5_8mt-deflate
22022847 2.8150456 ···· ···· 1.3172 2.8244 ·· pingo_0.99_s7
22032245 2.8184971 ···· ···· 1.88023 2.9128 ·· ect_0.9.5_7mt-deflate
22039958 2.8196384 ···· ···· 2.5327 3.5986 ·· ect_0.9.5_6mt-deflate
22098018 2.8236843 ···· ···· 0.834669 3.8786 ·· oxipng_9.0.0_o5
22098018 2.8236843 ···· ···· 0.657447 3.7369 ·· oxipng_9.0.0_o6
22079517 2.8251057 ···· ···· 4.7124 5.7779 ·· ect_0.9.5_5mt-deflate
22115550 2.8256712 ···· ···· 1.5251 4.3342 ·· oxipng_9.0.0_o4
22129845 2.8277547 ···· ···· 1.8261 3.5106 ·· pingo_0.99_s6
22130181 2.8283780 ···· ···· 1.7868 3.5014 ·· pingo_0.99_s5
22128269 2.8317280 ···· ···· 6.6506 7.4654 ·· ect_0.9.5_4mt-deflate
22159531 2.8327219 ···· ···· 2.0303 5.4295 ·· oxipng_9.0.0_o3
22209214 2.8446747 ···· ···· 2.0149 3.8731 ·· pingo_0.99_s4
22209362 2.8449200 ···· ···· 1.9775 3.8678 ·· pingo_0.99_s3
22209826 2.8457412 ···· ···· 1.9991 3.8872 ·· pingo_0.99_s2
22252858 2.8472569 ···· ···· 5.7790 8.9511 ·· oxipng_9.0.0_o2
22241569 2.8506228 ···· ···· 8.3079 9.2328 ·· ect_0.9.5_3mt-deflate
22289942 2.8568386 ···· ···· 2.1707 4.3163 ·· pingo_0.99_s1
22632034 2.8584516 ···· ···· 2.9215 6.0582 ·· cjxl_0.10.1_d0e6
22421341 2.8784243 ···· ···· 5.7937 7.3708 ·· ect_0.9.5_2mt-deflate
22542107 2.8960696 ···· ···· 8.4311 12.862 ·· oxipng_9.0.0_o1
22714268 2.9244914 ···· ···· 2.7654 5.5745 ·· pingo_0.99_s0
23987317 3.0690309 ···· ···· 53.27 53.32 CR ect_0.9.5_1mt-deflate
25122321 3.1138555 ···· ···· 3.1195 6.4743 ·· cjxl_0.10.1_d0e5
24454891 3.1672270 ···· ···· 21.77 31.05 ·· oxipng_9.0.0_o0
28073418 3.6240586 ···· ···· 70.72 69.82 CR cwebp_1.3.2_z0mt
29308953 3.9167926 ···· ···· >1.6e+03 >1.6e+03 CR original
71910090 4.7164725 ···· ···· 4.5138 9.797 ·· cjxl_0.10.1_d0e4
78859036 5.7496058 ···· ···· 12.01 35.52 ·· cjxl_0.10.1_d0e2
97108458 6.1109162 ···· ···· 7.2745 29.44 ·· cjxl_0.10.1_d0e3
50005419 6.1497781 ···· ···· 69.05 87.9 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
18 100.00% 2.17 100.00% 2821 0.00 2.25 all
18 100.00% 2.17 100.00% 2821 0.00 2.25 algorithmic
2 11.11% 8.52 43.69% 6 0.00 3.79 fractal
16 88.89% 1.37 56.31% 3173 0.00 2.06 larip
18 100.00% 2.17 100.00% 2821 0.00 2.25 visibly_opaque
4 22.22% 2.07 21.27% 12596 0.01 4.81 DirectClass_sRGB
9 50.00% 0.84 19.37% 31 0.00 0.90 PseudoClass_Gray
5 27.78% 4.63 59.36% 24 0.00 2.63 PseudoClass_sRGB
18 100.00% 2.17 100.00% 2821 0.00 2.25 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
1075492 0.2595046 38.89% 38.89% 0.508731 0.57588 CR cjxl_0.10.1_d0e10
1210843 0.2842547 ···· ···· 1.2292 2.9814 CR cjxl_0.10.1_d0e9
1236618 0.2867315 27.78% 16.67% 0.84922 1.0864 ·· cwebp_1.3.2_z9mt
1331771 0.3045688 ···· ···· 2.1808 5.0960 CR cjxl_0.10.1_d0e8
1403488 0.3229100 27.78% 11.11% 22.69 30.65 CR cwebp_1.3.2_z8mt
1478461 0.3320600 ···· ···· 4.4300 9.955 ·· cjxl_0.10.1_d0e7
1494991 0.3355594 11.11% 11.11% 1.4602 2.9060 ·· pingo_0.99_s9
1495866 0.3358506 ···· ···· 1.8508 3.7300 ·· pingo_0.99_s8
1498729 0.3366512 ···· ···· 2.2185 4.861 ·· pingo_0.99_s7
1461704 0.3398987 16.67% ···· 43.84 43.87 CR cwebp_1.3.2_z7mt
1527489 0.3419643 ···· ···· 3.0598 6.562 ·· pingo_0.99_s6
1527513 0.3420059 ···· ···· 2.9595 6.526 ·· pingo_0.99_s5
1539484 0.3454832 ···· ···· 3.285 7.019 ·· pingo_0.99_s4
1539508 0.3455247 ···· ···· 3.183 6.988 ·· pingo_0.99_s3
1539546 0.3455928 ···· ···· 3.272 7.012 ·· pingo_0.99_s2
1561714 0.3474721 ···· ···· 3.495 7.578 ·· pingo_0.99_s1
1560767 0.3504709 ···· ···· 1.6736 7.596 ·· oxipng_9.0.0_o5
1560767 0.3504709 ···· ···· 1.3256 7.351 ·· oxipng_9.0.0_o6
1574763 0.3535114 ···· ···· 3.0067 8.438 ·· oxipng_9.0.0_o4
1576487 0.3538132 ···· ···· 1.0344 1.5825 ·· ect_0.9.5_9mt-deflate
1578296 0.3541781 ···· ···· 5.1702 6.3403 ·· ect_0.9.5_6mt-deflate
1578827 0.3543886 ···· ···· 9.958 10.80 ·· ect_0.9.5_5mt-deflate
1577411 0.3545008 ···· ···· 1.6064 2.5110 ·· ect_0.9.5_8mt-deflate
1579654 0.3546680 ···· ···· 14.37 14.57 ·· ect_0.9.5_4mt-deflate
1578299 0.3546954 ···· ···· 3.7923 4.9655 ·· ect_0.9.5_7mt-deflate
1586924 0.3550182 ···· ···· 3.9407 10.38 ·· oxipng_9.0.0_o3
1582806 0.3567206 ···· ···· 18.09 18.37 ·· ect_0.9.5_3mt-deflate
1603816 0.3588312 ···· ···· 11.20 18.02 ·· oxipng_9.0.0_o2
1550242 0.3591748 5.56% ···· 47.63 48.46 CR cwebp_1.3.2_z6mt
1646142 0.3651720 ···· ···· 4.038 8.800 ·· pingo_0.99_s0
1648877 0.3666869 ···· ···· 14.63 25.07 ·· oxipng_9.0.0_o1
1637424 0.3687254 ···· ···· 11.53 12.54 ·· ect_0.9.5_2mt-deflate
1646422 0.3823398 5.56% ···· 56.16 56.18 CR cwebp_1.3.2_z4mt
1646346 0.3823510 5.56% ···· 51.51 50.77 ·· cwebp_1.3.2_z5mt
1647892 0.3831182 5.56% ···· 54.39 55.38 ·· cwebp_1.3.2_z3mt
1785412 0.3982453 ···· ···· 25.20 46.5 ·· oxipng_9.0.0_o0
1804924 0.4045266 ···· ···· 114 114 CR ect_0.9.5_1mt-deflate
1741866 0.4089871 11.11% 5.56% 55.17 54.91 ·· cwebp_1.3.2_z2mt
1902039 0.4237359 ···· ···· >2.2e+03 >2.2e+03 CR original
2657065 0.4631304 ···· ···· 4.5930 10.56 ·· cjxl_0.10.1_d0e6
2348202 0.5474777 ···· ···· 120 120 ·· cwebp_1.3.2_z0mt
2482738 0.5707745 5.56% ···· 67.04 66.78 ·· cwebp_1.3.2_z1mt
3641203 0.5728558 ···· ···· 4.748 10.77 ·· cjxl_0.10.1_d0e5
10597242 1.267247 ···· ···· 103 134 ·· cjxl_0.10.1_d0e1
42904007 1.710324 ···· ···· 17.78 50.4 ·· cjxl_0.10.1_d0e2
42785144 1.713145 ···· ···· 6.8590 15.72 ·· cjxl_0.10.1_d0e4
64986927 3.936158 ···· ···· 11.26 42.5 ·· cjxl_0.10.1_d0e3
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
27 100.00% 1.14 100.00% 124026 0.10 0.75 all
27 100.00% 1.14 100.00% 124026 0.10 0.75 algorithmic
27 100.00% 1.14 100.00% 124026 0.10 0.75 jxl_art
27 100.00% 1.14 100.00% 124026 0.10 0.75 visibly_opaque
14 51.85% 1.12 50.73% 163425 0.13 0.72 DirectClass_sRGB
12 44.44% 1.18 45.87% 88396 0.08 0.83 DirectClass_sRGB_Alpha
1 3.70% 1.05 3.41% 2 0.00 0.25 PseudoClass_Gray
6 22.22% 1.05 20.44% 10331 0.01 0.63 source_imagemagick->exiftool
11 40.74% 1.36 48.44% 109202 0.08 0.87 source_web
10 37.04% 0.96 31.12% 208550 0.18 0.69 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
11983377 2.5798708 88.89% 88.89% 0.145153 0.160110 CR cjxl_0.10.1_d0e10
13780613 3.0290316 ···· ···· 0.388535 0.51310 CR cjxl_0.10.1_d0e9
15560788 3.4035523 ···· ···· 0.69533 0.96740 CR cjxl_0.10.1_d0e8
16378570 3.5512508 7.41% 7.41% 0.475826 0.84438 ·· cwebp_1.3.2_z9mt
16519362 3.6047283 ···· ···· 3.0165 3.4373 CR cwebp_1.3.2_z8mt
16610756 3.6260927 ···· ···· 4.7110 4.7110 CR cwebp_1.3.2_z7mt
16765808 3.6543062 ···· ···· 5.872 5.871 CR cwebp_1.3.2_z6mt
16909230 3.6954779 ···· ···· 6.778 6.776 CR cwebp_1.3.2_z5mt
16883690 3.7035958 ···· ···· 7.337 7.335 CR cwebp_1.3.2_z4mt
16908054 3.7072930 ···· ···· 7.471 7.471 CR cwebp_1.3.2_z3mt
17404712 3.8423428 ···· ···· 1.5346 2.4587 ·· cjxl_0.10.1_d0e7
17469226 3.8524166 ···· ···· 8.923 8.931 CR cwebp_1.3.2_z2mt
18457706 4.0773480 3.70% 3.70% 11.97 11.74 CR cwebp_1.3.2_z1mt
20438888 4.4481277 ···· ···· 0.346730 0.99948 ·· pingo_0.99_s9
20410274 4.4514641 ···· ···· 0.190116 0.61847 ·· ect_0.9.5_9mt-deflate
20418181 4.4531642 ···· ···· 0.301459 1.0205 ·· ect_0.9.5_8mt-deflate
19974969 4.4553324 ···· ···· 1.8072 3.0569 ·· cjxl_0.10.1_d0e6
20476004 4.4563921 ···· ···· 0.54587 1.3079 ·· pingo_0.99_s8
20453946 4.4610316 ···· ···· 0.60549 1.5443 ·· ect_0.9.5_7mt-deflate
20461662 4.4632786 ···· ···· 0.77428 1.7707 ·· ect_0.9.5_6mt-deflate
20524118 4.4673085 ···· ···· 0.71630 1.4668 ·· pingo_0.99_s7
20500690 4.4722504 ···· ···· 1.2154 2.4302 ·· ect_0.9.5_5mt-deflate
20537251 4.4724932 ···· ···· 0.275372 1.4004 ·· oxipng_9.0.0_o5
20537251 4.4724932 ···· ···· 0.212014 1.3274 ·· oxipng_9.0.0_o6
20540787 4.4737777 ···· ···· 0.53737 1.5980 ·· oxipng_9.0.0_o4
20548615 4.4831013 ···· ···· 1.5059 2.7259 ·· ect_0.9.5_4mt-deflate
20572607 4.4845243 ···· ···· 0.75676 2.1319 ·· oxipng_9.0.0_o3
20602356 4.4849482 ···· ···· 1.0036 1.4765 ·· pingo_0.99_s6
20602668 4.4859594 ···· ···· 1.0051 1.4849 ·· pingo_0.99_s5
20649042 4.5062074 ···· ···· 2.1661 2.9076 ·· oxipng_9.0.0_o2
20669730 4.5108024 ···· ···· 1.1682 1.7761 ·· pingo_0.99_s4
20669854 4.5111836 ···· ···· 1.1741 1.7879 ·· pingo_0.99_s3
20670280 4.5125067 ···· ···· 1.1502 1.8040 ·· pingo_0.99_s2
20658763 4.5132243 ···· ···· 1.7841 3.1381 ·· ect_0.9.5_3mt-deflate
20728228 4.5297497 ···· ···· 1.2881 2.1418 ·· pingo_0.99_s1
20783917 4.5515570 ···· ···· 1.9718 3.9243 ·· ect_0.9.5_2mt-deflate
20893230 4.5823247 ···· ···· 4.300 4.724 ·· oxipng_9.0.0_o1
21068126 4.6307044 ···· ···· 1.9172 3.4245 ·· pingo_0.99_s0
21481118 4.8078553 ···· ···· 2.0335 3.6073 ·· cjxl_0.10.1_d0e5
22182393 4.8453672 ···· ···· 13.10 12.99 CR ect_0.9.5_1mt-deflate
22669479 5.0132148 ···· ···· 19.48 20.75 CR oxipng_9.0.0_o0
25725216 5.6751125 ···· ···· 37.81 36.64 CR cwebp_1.3.2_z0mt
27406914 6.2454972 ···· ···· >1.1e+03 >1.1e+03 CR original
29124946 6.7186911 ···· ···· 2.9503 5.849 ·· cjxl_0.10.1_d0e4
32121531 7.5607547 ···· ···· 4.618 20.76 ·· cjxl_0.10.1_d0e3
35955029 8.4424606 ···· ···· 8.162 25.58 ·· cjxl_0.10.1_d0e2
39408177 9.4047987 ···· ···· 46.1 56.9 ·· cjxl_0.10.1_d0e1
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
22 100.00% 1.66 100.00% 140632 0.11 0.91 all
1 4.55% 2.07 5.67% 85479 0.04 0.96 glitch
22 100.00% 1.66 100.00% 140632 0.11 0.91 mixed
22 100.00% 1.66 100.00% 140632 0.11 0.91 visibly_opaque
19 86.36% 1.62 84.38% 133534 0.11 0.86 DirectClass_sRGB
3 13.64% 1.90 15.62% 185586 0.10 1.23 DirectClass_sRGB_Alpha
1 4.55% 1.17 3.19% 26611 0.02 2.11 source_gimp->exiftool
1 4.55% 0.43 1.18% 72842 0.17 0.80 source_gnome_screenshot->exiftool
19 86.36% 1.62 84.38% 133534 0.11 0.86 source_imagemagick->exiftool
1 4.55% 4.11 11.25% 457306 0.11 0.78 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
18512529 3.9822157 90.91% 90.91% 0.0954568 0.102742 CR cjxl_0.10.1_d0e10
19080418 4.0631396 ···· ···· 0.289854 0.60429 CR cjxl_0.10.1_d0e9
19219401 4.1011826 4.55% 4.55% 0.47778 0.98750 CR cjxl_0.10.1_d0e8
19539429 4.1664775 ···· ···· 1.1938 2.6972 CR cjxl_0.10.1_d0e7
20381151 4.3450839 ···· ···· 1.5616 3.6836 CR cjxl_0.10.1_d0e6
20892555 4.4481652 ···· ···· 1.9012 4.731 CR cjxl_0.10.1_d0e5
20871414 4.5363185 4.55% 4.55% 0.195264 0.36612 ·· cwebp_1.3.2_z9mt
21216070 4.6004918 ···· ···· 2.2440 2.2388 C· cwebp_1.3.2_z7mt
21200912 4.6144018 ···· ···· 1.6860 1.6851 ·· cwebp_1.3.2_z8mt
21315480 4.6185855 ···· ···· 3.0102 3.0096 C· cwebp_1.3.2_z6mt
21508542 4.6460899 ···· ···· 3.6644 3.6648 C· cwebp_1.3.2_z5mt
21499222 4.6618352 ···· ···· 3.7661 3.7661 C· cwebp_1.3.2_z4mt
21528472 4.6679876 ···· ···· 3.9056 3.9056 C· cwebp_1.3.2_z3mt
23419091 4.8850768 ···· ···· 2.6195 6.724 ·R cjxl_0.10.1_d0e4
22601274 4.9109201 ···· ···· 5.219 5.219 C· cwebp_1.3.2_z2mt
23304660 5.0809999 ···· ···· 7.647 7.645 CR cwebp_1.3.2_z1mt
26194970 5.4301168 ···· ···· 4.801 23.21 ·R cjxl_0.10.1_d0e3
25531838 5.6213414 ···· ···· 26.36 26.31 CR cwebp_1.3.2_z0mt
26893360 5.6773392 ···· ···· 7.824 26.89 ·R cjxl_0.10.1_d0e2
27529520 5.9688201 ···· ···· 0.278684 0.94003 ·· pingo_0.99_s9
27616540 5.9722260 ···· ···· 0.120204 0.52088 ·· ect_0.9.5_9mt-deflate
27622696 5.9750363 ···· ···· 0.185738 0.77394 ·· ect_0.9.5_8mt-deflate
27572844 5.9802472 ···· ···· 0.48474 1.1582 ·· pingo_0.99_s8
27654678 5.9882687 ···· ···· 0.38641 1.0915 ·· ect_0.9.5_7mt-deflate
27663673 5.9916049 ···· ···· 0.48723 1.1803 ·· ect_0.9.5_6mt-deflate
27626998 5.9931906 ···· ···· 0.61451 1.2181 ·· pingo_0.99_s7
27708540 6.0066168 ···· ···· 0.71302 1.4430 ·· ect_0.9.5_5mt-deflate
27821478 6.0209104 ···· ···· 0.91135 1.0912 ·· pingo_0.99_s5
27771461 6.0215157 ···· ···· 0.85748 1.5612 ·· ect_0.9.5_4mt-deflate
27872043 6.0246877 ···· ···· 0.151184 1.1065 ·· oxipng_9.0.0_o6
27872053 6.0247951 ···· ···· 0.196057 1.1623 ·· oxipng_9.0.0_o5
27821915 6.0256040 ···· ···· 0.89841 1.0931 ·· pingo_0.99_s6
27874946 6.0293644 ···· ···· 0.41118 1.2440 ·· oxipng_9.0.0_o4
27907469 6.0367190 ···· ···· 0.60773 1.7092 ·· oxipng_9.0.0_o3
27944298 6.0529849 ···· ···· 1.1240 1.4132 ·· pingo_0.99_s3
27944849 6.0589030 ···· ···· 1.1018 1.4139 ·· pingo_0.99_s4
27945073 6.0613089 ···· ···· 1.1126 1.4230 ·· pingo_0.99_s2
27944684 6.0682179 ···· ···· 1.0410 1.8848 ·· ect_0.9.5_3mt-deflate
28007623 6.0783939 ···· ···· 1.2694 1.6371 ·· pingo_0.99_s1
28232373 6.0834634 ···· ···· 1.7421 2.2111 ·· oxipng_9.0.0_o2
28350977 6.1335381 ···· ···· 1.4017 3.2926 ·· ect_0.9.5_2mt-deflate
28977389 6.1689801 ···· ···· 38.6 43.2 CR cjxl_0.10.1_d0e1
28773726 6.2109391 ···· ···· 1.9920 3.0488 ·· pingo_0.99_s0
28706951 6.2261746 ···· ···· 3.6812 3.6952 ·· oxipng_9.0.0_o1
29498238 6.3853154 ···· ···· 4.680 4.678 ·· ect_0.9.5_1mt-deflate
30401757 6.5866820 ···· ···· 16.50 16.76 ·· oxipng_9.0.0_o0
31495534 6.9060231 ···· ···· >1.7e+03 >1.7e+03 CR original
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
21 100.00% 0.99 100.00% 62692 0.08 0.97 all
21 100.00% 0.99 100.00% 62692 0.08 0.97 misc
19 90.48% 1.05 96.11% 63377 0.08 0.97 visibly_opaque
2 9.52% 0.40 3.89% 56192 0.13 1.00 visibly_transparent
12 57.14% 1.15 66.96% 83692 0.10 0.81 DirectClass_sRGB
5 23.81% 0.57 13.69% 62377 0.11 1.35 DirectClass_sRGB_Alpha
3 14.29% 1.29 18.75% 113 0.00 0.83 PseudoClass_Gray
1 4.76% 0.13 0.61% 14 0.00 1.52 PseudoClass_sRGB
16 76.19% 1.06 82.27% 69400 0.09 0.87 source_imagemagick->exiftool
1 4.76% 1.50 7.25% 6552 0.00 0.84 source_sdl
2 9.52% 0.26 2.52% 5932 0.02 1.59 source_web
2 9.52% 0.82 7.96% 93857 0.13 1.27 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
10184879 4.7891826 61.90% 61.90% 0.181348 0.195297 CR cjxl_0.10.1_d0e10
10420064 4.8150089 28.57% 19.05% 0.30797 0.54974 CR cwebp_1.3.2_z9mt
10519104 4.8685603 9.52% ···· 6.107 6.107 CR cwebp_1.3.2_z7mt
10529512 4.8699978 14.29% ···· 3.5154 4.0175 ·· cwebp_1.3.2_z8mt
10580226 4.8903361 4.76% ···· 7.577 7.624 CR cwebp_1.3.2_z6mt
10609518 4.9014384 4.76% ···· 8.304 8.303 CR cwebp_1.3.2_z5mt
10617968 4.9148899 4.76% ···· 9.235 9.234 CR cwebp_1.3.2_z4mt
10622112 4.9213380 4.76% ···· 9.438 9.434 CR cwebp_1.3.2_z3mt
11032124 5.1695876 9.52% ···· 10.94 10.94 CR cwebp_1.3.2_z2mt
11118789 5.1897138 ···· ···· 0.47309 1.3095 ·· cjxl_0.10.1_d0e9
11363336 5.3264696 ···· ···· 0.81658 2.0528 ·· cjxl_0.10.1_d0e8
11356926 5.3555598 4.76% ···· 14.64 14.64 CR cwebp_1.3.2_z1mt
12065781 5.6159531 ···· ···· 1.7520 4.679 ·· cjxl_0.10.1_d0e7
12670519 5.8485570 ···· ···· 0.233571 0.54278 ·· ect_0.9.5_9mt-deflate
12679796 5.8528805 4.76% 4.76% 0.349953 0.82885 ·· ect_0.9.5_8mt-deflate
12695678 5.8577490 ···· ···· 0.32110 1.0080 ·· pingo_0.99_s9
12718700 5.8663444 ···· ···· 0.72042 1.3707 ·· ect_0.9.5_7mt-deflate
12726196 5.8685795 ···· ···· 0.87279 1.5776 ·· ect_0.9.5_6mt-deflate
12736016 5.8724530 ···· ···· 0.54175 1.3808 ·· pingo_0.99_s8
12748328 5.8801060 ···· ···· 0.32754 1.6859 ·· oxipng_9.0.0_o5
12748328 5.8801060 ···· ···· 0.268996 1.6426 ·· oxipng_9.0.0_o6
12760037 5.8806755 ···· ···· 1.4456 2.2462 ·· ect_0.9.5_5mt-deflate
12751869 5.8807015 ···· ···· 0.62943 1.8015 ·· oxipng_9.0.0_o4
12773000 5.8876601 ···· ···· 0.87543 2.4343 ·· oxipng_9.0.0_o3
12749826 5.8920147 ···· ···· 2.0700 5.667 ·· cjxl_0.10.1_d0e6
12802154 5.8959823 ···· ···· 0.84604 1.5364 ·· pingo_0.99_s7
12816759 5.9001565 ···· ···· 0.95032 1.5398 ·· pingo_0.99_s6
12816772 5.9001805 ···· ···· 0.96697 1.5819 ·· pingo_0.99_s5
12824365 5.9076888 ···· ···· 2.687 3.817 ·· oxipng_9.0.0_o2
12870305 5.9302783 ···· ···· 1.0878 1.8011 ·· pingo_0.99_s4
12870307 5.9302841 ···· ···· 1.1188 1.8287 ·· pingo_0.99_s3
12814058 5.9310002 ···· ···· 2.0495 2.8774 ·· ect_0.9.5_4mt-deflate
12871093 5.9316463 ···· ···· 1.0921 1.8746 ·· pingo_0.99_s2
12942806 5.9573244 ···· ···· 1.2383 2.1632 ·· pingo_0.99_s1
12875226 5.9581964 ···· ···· 2.5491 3.742 ·· ect_0.9.5_3mt-deflate
12931511 5.9625516 ···· ···· 3.6357 4.829 ·· ect_0.9.5_2mt-deflate
13144771 6.0184188 ···· ···· 1.8013 3.671 ·· pingo_0.99_s0
13039997 6.0291475 ···· ···· 4.912 5.766 ·· oxipng_9.0.0_o1
13058317 6.0360170 ···· ···· 2.2055 5.572 ·· cjxl_0.10.1_d0e5
13483395 6.1958258 ···· ···· 11.54 11.55 ·· ect_0.9.5_1mt-deflate
13828433 6.3302495 ···· ···· 16.44 19.66 CR oxipng_9.0.0_o0
14867572 6.4658653 ···· ···· 33.2 32.9 CR cwebp_1.3.2_z0mt
14124545 6.5190840 ···· ···· >9.9e+02 >9.9e+02 CR original
14613192 6.7482757 ···· ···· 3.517 9.199 ·· cjxl_0.10.1_d0e4
16079170 7.6634188 ···· ···· 6.206 22.8 ·· cjxl_0.10.1_d0e3
17442854 7.7957572 ···· ···· 9.255 26.3 ·· cjxl_0.10.1_d0e2
18873968 8.4227463 ···· ···· 39.6 44.6 ·· cjxl_0.10.1_d0e1
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
106 100.00% 2.17 100.00% 108919 0.09 0.92 all 2 1.89% 0.40 0.35% 46824 0.13 0.92 stereogram
18 16.98% 1.57 12.27% 194320 0.19 1.03 album_art 2 1.89% 0.92 0.80% 16480 0.02 0.75 thumbnail
3 2.83% 1.82 2.37% 116147 0.06 0.85 blend 3 2.83% 4.39 5.72% 7306 0.00 0.75 vector
1 0.94% 0.08 0.04% 45979 0.57 0.82 boxed 98 92.45% 1.95 82.90% 111852 0.09 0.93 visibly_opaque
14 13.21% 3.63 22.05% 25988 0.01 0.96 chart 8 7.55% 4.93 17.10% 72993 0.06 0.89 visibly_transparent
11 10.38% 4.19 19.98% 88057 0.03 0.84 comic 70 66.04% 1.79 54.40% 123300 0.10 0.85 DirectClass_sRGB
3 2.83% 1.12 1.45% 25396 0.03 0.88 dither_mean 24 22.64% 2.96 30.81% 121348 0.10 1.14 DirectClass_sRGB_Alpha
2 1.89% 8.25 7.16% 422948 0.05 0.73 drawing 10 9.43% 3.27 14.17% 196 0.00 0.86 PseudoClass_Gray
3 2.83% 4.61 6.00% 60717 0.04 0.87 edit 2 1.89% 0.71 0.62% 45 0.00 1.28 PseudoClass_sRGB
1 0.94% 2.07 0.90% 85479 0.04 0.96 glitch 1 0.94% 0.92 0.40% 29867 0.03 0.75 source_gimp
2 1.89% 1.72 1.49% 146688 0.09 0.80 gregstump 1 0.94% 1.17 0.51% 26611 0.02 2.11 source_gimp->exiftool
2 1.89% 0.83 0.72% 23118 0.28 0.82 lossy 1 0.94% 0.43 0.19% 72842 0.17 0.80 source_gnome_screenshot->exiftool
21 19.81% 0.99 8.98% 62692 0.08 0.97 misc 74 69.81% 2.23 71.52% 85045 0.07 0.87 source_imagemagick->exiftool
22 20.75% 1.66 15.85% 140632 0.11 0.91 mixed 2 1.89% 1.79 1.55% 59126 0.03 0.80 source_sdl
6 5.66% 2.39 6.22% 31417 0.08 0.82 optical_illusion 20 18.87% 2.01 17.42% 198220 0.17 1.00 source_unknown->exiftool
1 0.94% 0.08 0.04% 45979 0.57 0.82 painting 2 1.89% 0.26 0.23% 5932 0.02 1.59 source_web
3 2.83% 7.65 9.96% 282036 0.03 0.80 scan 5 4.72% 3.78 8.20% 205654 0.08 1.06 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
105642967 4.8232289 74.53% 74.53% 0.1373835 0.1487886 CR cjxl_0.10.1_d0e10
114009284 4.9137779 18.87% 16.98% 0.336077 0.611718 CR cwebp_1.3.2_z9mt
112164482 5.0377801 2.83% 2.83% 0.405443 1.55601 CR cjxl_0.10.1_d0e9
113747581 5.1069653 0.94% 0.94% 0.708162 2.73517 CR cjxl_0.10.1_d0e8
117658120 5.1522801 2.83% ···· 3.53832 3.74062 CR cwebp_1.3.2_z8mt
118218236 5.1548779 1.89% ···· 5.1298 5.1331 CR cwebp_1.3.2_z7mt
119173742 5.1833849 0.94% ···· 6.4517 6.4520 CR cwebp_1.3.2_z6mt
119693790 5.1980029 0.94% ···· 7.4679 7.4874 CR cwebp_1.3.2_z5mt
120130746 5.2122139 0.94% ···· 7.8034 7.8051 CR cwebp_1.3.2_z4mt
120186558 5.2130312 0.94% ···· 8.0630 8.0381 CR cwebp_1.3.2_z3mt
117025271 5.3331302 0.94% 0.94% 1.52686 5.6627 ·· cjxl_0.10.1_d0e7
123703214 5.3794653 1.89% ···· 10.330 10.289 CR cwebp_1.3.2_z2mt
126855680 5.5292046 0.94% ···· 13.853 13.865 CR cwebp_1.3.2_z1mt
122179337 5.5344284 ···· ···· 1.87692 7.0523 ·· cjxl_0.10.1_d0e6
124885026 5.6493894 ···· ···· 2.19942 8.0553 ·· cjxl_0.10.1_d0e5
134273660 6.0469807 ···· ···· 3.1222 10.671 ·· cjxl_0.10.1_d0e4
143773290 6.1559556 ···· ···· 0.1768269 0.651094 ·· ect_0.9.5_9mt-deflate
143923090 6.1602742 0.94% 0.94% 0.2685884 0.992691 ·· ect_0.9.5_8mt-deflate
143929449 6.1637173 ···· ···· 0.374426 1.20176 ·· pingo_0.99_s9
144406484 6.1808826 ···· ···· 0.556025 1.53531 ·· ect_0.9.5_7mt-deflate
144481912 6.1846120 ···· ···· 0.697426 1.74656 ·· ect_0.9.5_6mt-deflate
144386887 6.1851436 ···· ···· 0.636783 1.58005 ·· pingo_0.99_s8
144469644 6.1934306 ···· ···· 0.2386793 1.53199 ·· oxipng_9.0.0_o6
144469654 6.1934529 ···· ···· 0.3010766 1.58086 ·· oxipng_9.0.0_o5
144488387 6.1953491 ···· ···· 0.584116 1.71031 ·· oxipng_9.0.0_o4
144761821 6.1992098 ···· ···· 1.08495 2.40149 ·· ect_0.9.5_5mt-deflate
144672306 6.2030193 ···· ···· 0.841809 2.35762 ·· oxipng_9.0.0_o3
144894529 6.2071820 ···· ···· 0.965123 1.66801 ·· pingo_0.99_s7
145119449 6.2212992 ···· ···· 1.42486 2.85619 ·· ect_0.9.5_4mt-deflate
145541784 6.2248588 ···· ···· 1.21783 1.64368 ·· pingo_0.99_s5
145542067 6.2257537 ···· ···· 1.20995 1.60926 ·· pingo_0.99_s6
145423875 6.2283587 ···· ···· 2.50520 3.3684 ·· oxipng_9.0.0_o2
145926561 6.2457662 ···· ···· 1.41532 1.97116 ·· pingo_0.99_s3
145927000 6.2469617 ···· ···· 1.40307 1.96270 ·· pingo_0.99_s4
145930218 6.2488899 ···· ···· 1.40889 1.98566 ·· pingo_0.99_s2
145569252 6.2489117 ···· ···· 1.78492 3.37054 ·· ect_0.9.5_3mt-deflate
146424889 6.2684567 ···· ···· 1.63945 2.41675 ·· pingo_0.99_s1
146727471 6.2834315 ···· ···· 2.35226 4.7144 ·· ect_0.9.5_2mt-deflate
147538706 6.3345454 ···· ···· 5.1899 5.6571 ·· oxipng_9.0.0_o1
147785094 6.3492352 ···· ···· 33.02 32.90 CR cwebp_1.3.2_z0mt
148727950 6.3589886 ···· ···· 2.5259 4.2377 ·· pingo_0.99_s0
141977839 6.4448520 ···· ···· 5.7783 27.38 ·· cjxl_0.10.1_d0e3
151503148 6.4848780 ···· ···· 10.460 10.448 ·· ect_0.9.5_1mt-deflate
156003672 6.6516739 ···· ···· 17.417 19.905 ·· oxipng_9.0.0_o0
151724825 6.8363629 ···· ···· 9.3209 32.16 ·· cjxl_0.10.1_d0e2
165111136 7.1382873 ···· ···· >2.17e+03 >2.16e+03 CR original
165165731 7.3147626 ···· ···· 47.97 55.75 ·· cjxl_0.10.1_d0e1
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag | share | share colors (mean)| tag
75 100.00% 0.05 100.00% 4301 0.13 0.83 all 1 1.33% 0.06 1.75% 255 0.00 1.02 reduced_palette
1 1.33% 0.09 2.62% 2096 0.02 0.77 algorithmic 2 2.67% 0.04 2.21% 2063 0.03 0.92 sprite_sheet
1 1.33% 0.08 2.36% 45979 0.57 0.82 boxed 2 2.67% 0.08 4.65% 993 0.01 0.97 text
2 2.67% 0.09 5.35% 254 0.00 0.37 digital_painting 2 2.67% 0.05 2.98% 2408 0.06 1.08 ui
3 4.00% 0.03 2.96% 6992 0.21 0.81 edit 57 76.00% 0.05 80.83% 4985 0.13 0.83 visibly_opaque
1 1.33% 0.04 1.12% 4644 0.12 0.77 emoji 18 24.00% 0.04 19.17% 2136 0.14 0.84 visibly_transparent
1 1.33% 0.10 2.91% 1731 0.02 0.91 game 2 2.67% 0.06 3.62% 1744 0.03 1.08 DirectClass_Gray_Alpha
2 2.67% 0.04 2.21% 2063 0.03 0.92 game_asset 20 26.67% 0.05 26.55% 12065 0.31 0.82 DirectClass_sRGB
24 32.00% 0.02 11.87% 4940 0.29 0.83 icon 18 24.00% 0.02 11.51% 4228 0.21 0.85 DirectClass_sRGB_Alpha
1 1.33% 0.09 2.62% 2096 0.02 0.77 jxl_art 1 1.33% 0.07 2.13% 2 0.00 0.37 PseudoClass_Gray
3 4.00% 0.07 6.24% 2214 0.03 1.01 logo 31 41.33% 0.05 49.41% 38 0.00 0.85 PseudoClass_sRGB
3 4.00% 0.07 5.77% 35368 0.45 0.84 lossy 3 4.00% 0.08 6.79% 175 0.00 0.55 PseudoClass_sRGB_Alpha
1 1.33% 0.09 2.62% 28106 0.31 0.86 misc 6 8.00% 0.02 2.64% 1150 0.12 0.80 source_app
2 2.67% 0.03 1.97% 8124 0.24 0.81 mixed 23 30.67% 0.03 17.69% 5323 0.27 0.87 source_app->exiftool
1 1.33% 0.08 2.36% 45979 0.57 0.82 painting 43 57.33% 0.06 71.69% 4434 0.07 0.84 source_imagemagick->exiftool
4 5.33% 0.05 5.39% 19262 0.32 0.82 photo 2 2.67% 0.09 5.35% 254 0.00 0.37 source_web
33 44.00% 0.06 53.93% 625 0.01 0.82 pixel_art 1 1.33% 0.09 2.62% 2096 0.02 0.77 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
1221647 3.59277 54.67% 52.00% 0.22026 0.22861 CR cjxl_0.10.1_d0e10
1249800 3.67170 21.33% 20.00% 0.10674 0.15700 ·· cwebp_1.3.2_z9mt
1258390 3.67314 2.67% ···· 0.5516 0.5991 CR cjxl_0.10.1_d0e9
1278458 3.73149 5.33% 4.00% 2.497 3.744 CR cwebp_1.3.2_z8mt
1285788 3.73333 2.67% 1.33% 0.7801 0.8888 ·· cjxl_0.10.1_d0e8
1281072 3.73960 4.00% 1.33% 6.94 6.93 CR cwebp_1.3.2_z6mt
1280920 3.74037 4.00% 1.33% 6.791 6.718 ·· cwebp_1.3.2_z7mt
1285676 3.74721 2.67% ···· 7.70 7.72 CR cwebp_1.3.2_z5mt
1320043 3.79339 4.00% 4.00% 1.495 1.903 ·· cjxl_0.10.1_d0e7
1315102 3.85431 4.00% 1.33% 8.92 8.86 CR cwebp_1.3.2_z4mt
1346793 3.86187 ···· ···· 1.604 2.048 ·· cjxl_0.10.1_d0e6
1317208 3.86209 2.67% ···· 9.95 9.96 CR cwebp_1.3.2_z3mt
1380769 3.92904 1.33% 1.33% 1.700 2.225 ·· cjxl_0.10.1_d0e5
1389450 4.07627 4.00% 2.67% 12.0 11.9 CR cwebp_1.3.2_z2mt
1557233 4.25102 ···· ···· 2.090 3.513 ·· cjxl_0.10.1_d0e4
1461272 4.31663 ···· ···· 14.4 14.3 CR cwebp_1.3.2_z1mt
1717030 4.62809 ···· ···· 2.799 5.55 ·· cjxl_0.10.1_d0e3
1620488 4.68788 ···· ···· 22.5 21.5 CR cwebp_1.3.2_z0mt
1586939 4.71037 2.67% 2.67% 0.14522 0.6796 ·· pingo_0.99_s9
1590226 4.71694 ···· ···· 0.15998 0.7819 ·· pingo_0.99_s8
1599891 4.71898 ···· ···· 0.43742 0.55090 ·· ect_0.9.5_9mt-deflate
1591805 4.72049 ···· ···· 0.15815 0.7976 ·· pingo_0.99_s7
1600470 4.72101 ···· ···· 0.65886 0.8941 ·· ect_0.9.5_8mt-deflate
1597309 4.73044 ···· ···· 0.16295 0.8012 ·· pingo_0.99_s6
1604587 4.73149 ···· ···· 1.250 1.465 ·· ect_0.9.5_7mt-deflate
1605174 4.73308 ···· ···· 1.586 1.713 ·· ect_0.9.5_6mt-deflate
1608300 4.74183 ···· ···· 2.321 2.411 ·· ect_0.9.5_5mt-deflate
1605308 4.74887 ···· ···· 0.27595 1.411 ·· oxipng_9.0.0_o6
1605666 4.75000 ···· ···· 0.34074 1.434 ·· oxipng_9.0.0_o5
1611344 4.75067 ···· ···· 3.346 3.154 ·· ect_0.9.5_4mt-deflate
1602391 4.75076 ···· ···· 0.16785 0.8167 ·· pingo_0.99_s5
1607024 4.75969 ···· ···· 0.6019 1.661 ·· oxipng_9.0.0_o4
1605407 4.76129 ···· ···· 0.17059 0.8447 ·· pingo_0.99_s4
1610708 4.76793 ···· ···· 0.7361 1.940 ·· oxipng_9.0.0_o3
1617191 4.77428 ···· ···· 2.215 3.321 ·· oxipng_9.0.0_o2
1607175 4.77432 ···· ···· 0.16494 0.8410 ·· pingo_0.99_s3
1616281 4.77535 ···· ···· 4.997 4.198 ·· ect_0.9.5_2mt-deflate
1613265 4.77947 ···· ···· 3.866 3.509 ·· ect_0.9.5_3mt-deflate
1611039 4.78447 ···· ···· 0.18585 1.023 ·· pingo_0.99_s2
1618514 4.80194 ···· ···· 0.19122 1.104 ·· pingo_0.99_s1
1744654 4.80955 ···· ···· 4.01 5.81 ·· cjxl_0.10.1_d0e2
1631566 4.81429 ···· ···· 0.19469 1.245 ·· pingo_0.99_s0
1662706 4.91595 ···· ···· 11.6 11.5 ·· ect_0.9.5_1mt-deflate
1661969 4.92184 ···· ···· 3.32 4.89 ·· oxipng_9.0.0_o1
1722575 5.09970 ···· ···· 6.53 11.0 ·· oxipng_9.0.0_o0
1789296 5.30457 ···· ···· >46 >45 CR original
2070951 5.50679 ···· ···· 9.15 9.92 ·· cjxl_0.10.1_d0e1
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
447 100.00% 0.36 100.00% 38565 0.11 0.93 all 65 14.54% 0.51 20.17% 73192 0.16 0.85 photo
4 0.89% 0.64 1.56% 90616 0.13 0.83 3d 10 2.24% 0.57 3.48% 129303 0.24 0.82 photo_like
32 7.16% 0.25 4.91% 15063 0.06 0.88 albedo 71 15.88% 0.19 8.17% 475 0.00 0.89 pixel_art
8 1.79% 0.60 2.96% 115184 0.25 1.24 album_art 19 4.25% 0.55 6.38% 711 0.00 1.99 pixel_art_scaled
12 2.68% 0.47 3.49% 27185 0.04 1.01 algorithmic 6 1.34% 0.30 1.10% 139 0.00 0.87 reduced_palette
2 0.45% 0.22 0.27% 60575 0.39 0.82 boxed 8 1.79% 0.28 1.37% 1714 0.01 1.10 sprite_sheet
4 0.89% 0.66 1.63% 3856 0.01 1.00 chart 2 0.45% 0.40 0.49% 46824 0.13 0.92 stereogram
29 6.49% 0.68 12.12% 78086 0.11 0.75 digital_painting 21 4.70% 0.38 4.93% 2720 0.01 0.95 text
1 0.22% 0.87 0.54% 55942 0.06 0.88 dither_mean 64 14.32% 0.25 9.82% 33295 0.14 0.86 texture
11 2.46% 0.48 3.25% 52459 0.14 0.81 edit 2 0.45% 0.92 1.13% 16480 0.02 0.75 thumbnail
3 0.67% 0.54 1.00% 4703 0.04 0.94 emoji 23 5.15% 0.48 6.80% 27334 0.05 1.07 ui
3 0.67% 0.64 1.18% 91576 0.14 0.80 film 35 7.83% 0.65 13.88% 85388 0.13 1.17 watermark
1 0.22% 0.26 0.16% 6 0.00 0.37 fractal 355 79.42% 0.40 86.16% 41590 0.11 0.93 visibly_opaque
18 4.03% 0.47 5.16% 7802 0.02 0.84 game 92 20.58% 0.24 13.84% 26894 0.12 0.91 visibly_transparent
9 2.01% 0.33 1.85% 7314 0.02 1.06 game_asset 5 1.12% 0.16 0.50% 915 0.01 1.13 DirectClass_Gray_Alpha
24 5.37% 0.02 0.25% 4940 0.29 0.83 icon 233 52.13% 0.45 64.87% 59879 0.16 0.88 DirectClass_sRGB
4 0.89% 0.49 1.22% 81484 0.11 0.66 jxl_art 108 24.16% 0.28 18.54% 30333 0.13 1.00 DirectClass_sRGB_Alpha
1 0.22% 0.87 0.54% 224155 0.26 0.87 kaleidoscope 16 3.58% 0.41 4.02% 87 0.00 0.87 PseudoClass_Gray
7 1.57% 0.49 2.11% 39 0.00 1.30 larip 79 17.67% 0.23 11.30% 55 0.00 0.97 PseudoClass_sRGB
56 12.53% 0.21 7.34% 27049 0.13 0.85 logo 6 1.34% 0.21 0.76% 102 0.00 0.87 PseudoClass_sRGB_Alpha
40 8.95% 0.45 11.17% 58814 0.16 0.86 lossy 8 1.79% 0.06 0.30% 872 0.09 0.85 source_app
21 4.70% 0.51 6.53% 147425 0.32 0.83 machine_learning 80 17.90% 0.18 8.65% 20501 0.17 0.87 source_app->exiftool
12 2.68% 0.39 2.87% 33654 0.09 1.10 misc 41 9.17% 0.27 6.68% 41699 0.17 0.82 source_gimp
5 1.12% 0.30 0.92% 39366 0.17 0.75 mixed 6 1.34% 0.45 1.64% 17908 0.04 0.97 source_gnome_screenshot->exiftool
2 0.45% 0.79 0.97% 4733 0.01 1.03 mosaic 272 60.85% 0.42 70.54% 41846 0.09 0.92 source_imagemagick->exiftool
32 7.16% 0.25 4.91% 51528 0.21 0.84 normal 9 2.01% 0.56 3.12% 102445 0.22 1.15 source_unknown->exiftool
3 0.67% 0.38 0.70% 55528 0.15 0.89 optical_illusion 11 2.46% 0.32 2.19% 4682 0.02 1.77 source_web
1 0.22% 0.08 0.05% 45979 0.57 0.82 painting 20 4.47% 0.56 6.87% 70950 0.12 0.94 source_web->exiftool
Pareto front for bpp and CPU time
Mpx/s CPU (mean) |Pareto front for bpp and real time
B bpp (mean) mins unique mins Mpx/s real (mean) best of
89251374 4.2168612 63.31% 62.86% 0.1973167 0.2104231 CR cjxl_0.10.1_d0e10
90890031 4.3016048 5.59% 5.15% 0.532535 0.645489 CR cjxl_0.10.1_d0e9
92346435 4.3871380 1.57% 1.34% 0.835789 1.05463 CR cjxl_0.10.1_d0e8
95573436 4.4834897 19.69% 19.24% 0.2633800 0.450857 ·· cwebp_1.3.2_z9mt
94825290 4.4955054 0.67% 0.67% 1.80830 2.4981 CR cjxl_0.10.1_d0e7
97887834 4.5816010 2.91% 1.12% 4.0938 4.9723 CR cwebp_1.3.2_z8mt
98363964 4.5981888 2.46% 0.67% 7.7916 7.7673 CR cwebp_1.3.2_z7mt
98660948 4.6082666 1.12% 0.45% 8.5183 8.5536 CR cwebp_1.3.2_z6mt
98973740 4.6192720 1.12% 0.22% 9.4314 9.4159 CR cwebp_1.3.2_z5mt
99069174 4.6441240 1.79% 0.89% 10.101 10.105 CR cwebp_1.3.2_z4mt
98416373 4.6478515 ···· ···· 2.0604 2.9395 ·· cjxl_0.10.1_d0e6
99152196 4.6491211 0.89% 0.45% 10.571 10.539 CR cwebp_1.3.2_z3mt
100627518 4.7494006 0.22% 0.22% 2.3184 3.4557 ·· cjxl_0.10.1_d0e5
102269722 4.8197606 2.24% 1.79% 13.135 13.128 CR cwebp_1.3.2_z2mt
106052762 5.0111934 ···· ···· 17.414 17.419 CR cwebp_1.3.2_z1mt
107627580 5.0555283 0.22% 0.22% 3.3158 5.8799 ·· cjxl_0.10.1_d0e4
114770532 5.4173408 ···· ···· 5.2167 14.114 ·· cjxl_0.10.1_d0e3
120998679 5.6721783 ···· ···· 7.6998 16.93 ·· cjxl_0.10.1_d0e2
122515687 5.6795062 0.22% 0.22% 0.2804898 0.519619 ·· ect_0.9.5_9mt-deflate
122368878 5.6797006 0.89% 0.89% 0.319628 0.911195 ·· pingo_0.99_s9
122614871 5.6855570 0.22% 0.22% 0.430743 0.817098 ·· ect_0.9.5_8mt-deflate
122797309 5.6998010 ···· ···· 0.451975 1.21440 ·· pingo_0.99_s8
122942831 5.7032857 ···· ···· 0.865976 1.38505 ·· ect_0.9.5_7mt-deflate
123040444 5.7072052 ···· ···· 1.11242 1.64243 ·· ect_0.9.5_6mt-deflate
123132403 5.7115442 ···· ···· 0.550149 1.39214 ·· pingo_0.99_s7
120957514 5.7162254 ···· ···· 32.71 32.39 CR cwebp_1.3.2_z0mt
123300547 5.7199610 ···· ···· 0.650014 1.41981 ·· pingo_0.99_s6
123345083 5.7217905 ···· ···· 1.73439 2.33104 ·· ect_0.9.5_5mt-deflate
123331328 5.7252057 ···· ···· 0.647105 1.45870 ·· pingo_0.99_s5
123203021 5.7336279 ···· ···· 0.269898 1.61829 ·· oxipng_9.0.0_o6
123226402 5.7345669 ···· ···· 0.342763 1.66766 ·· oxipng_9.0.0_o5
123680248 5.7369584 ···· ···· 2.35186 2.92151 ·· ect_0.9.5_4mt-deflate
123311678 5.7394458 ···· ···· 0.653750 1.87248 ·· oxipng_9.0.0_o4
123670849 5.7397971 ···· ···· 0.742301 1.66035 ·· pingo_0.99_s4
123681206 5.7427158 ···· ···· 0.739743 1.68282 ·· pingo_0.99_s3
123476506 5.7478600 ···· ···· 0.881146 2.4070 ·· oxipng_9.0.0_o3
123798269 5.7530425 ···· ···· 0.769456 1.84515 ·· pingo_0.99_s2
124142649 5.7600426 ···· ···· 2.91117 3.6020 ·· ect_0.9.5_3mt-deflate
124118623 5.7705881 ···· ···· 0.801551 2.1328 ·· pingo_0.99_s1
124232434 5.7758618 ···· ···· 2.6201 3.7104 ·· oxipng_9.0.0_o2
125195577 5.7969295 ···· ···· 3.2667 4.0713 ·· ect_0.9.5_2mt-deflate
126206478 5.8481847 ···· ···· 1.04954 3.1022 ·· pingo_0.99_s0
125801063 5.8649346 ···· ···· 4.8276 5.9333 ·· oxipng_9.0.0_o1
129148507 5.9813053 ···· ···· 14.329 14.220 ·· ect_0.9.5_1mt-deflate
131495738 6.1188842 ···· ···· 13.678 17.85 ·· oxipng_9.0.0_o0
135132147 6.2898509 ···· ···· >364 >364 CR original
132667903 6.3087550 ···· ···· 31.80 36.67 ·· cjxl_0.10.1_d0e1
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
287 100.00% 1.73 100.00% 137590 0.08 0.98 all 8 2.79% 1.66 2.67% 390261 0.23 0.82 photo_like
51 17.77% 2.07 21.27% 151022 0.07 0.86 3d 2 0.70% 1.61 0.65% 12488 0.01 1.26 pixel_art
7 2.44% 1.68 2.37% 294867 0.17 0.89 album_art 10 3.48% 1.77 3.56% 5827 0.00 2.71 pixel_art_scaled
31 10.80% 1.40 8.76% 91425 0.07 1.31 algorithmic 2 0.70% 1.61 0.65% 12488 0.01 1.26 sprite_sheet
3 1.05% 1.82 1.10% 116147 0.06 0.85 blend 3 1.05% 1.51 0.91% 8162 0.01 1.08 text
8 2.79% 1.86 2.99% 142873 0.09 0.80 boxed 4 1.39% 1.05 0.84% 28485 0.03 0.82 texture
5 1.74% 1.30 1.31% 9388 0.01 0.93 chart 34 11.85% 1.74 11.90% 69396 0.04 0.94 ui
1 0.35% 2.07 0.42% 456202 0.22 0.84 collage 2 0.70% 1.88 0.76% 15981 0.01 1.02 vector
6 2.09% 1.83 2.20% 62064 0.03 0.83 comic 20 6.97% 1.71 6.87% 174711 0.10 1.08 watermark
2 0.70% 1.05 0.42% 31449 0.03 0.88 diffuse 274 95.47% 1.73 95.58% 136819 0.08 0.97 visibly_opaque
34 11.85% 1.67 11.45% 117964 0.07 0.82 digital_painting 13 4.53% 1.69 4.42% 153837 0.10 1.04 visibly_transparent
6 2.09% 1.66 2.01% 302073 0.18 0.82 digital_painting_like 1 0.35% 1.42 0.29% 223 0.00 0.68 DirectClass_Gray_Alpha
2 0.70% 1.24 0.50% 10122 0.01 0.88 dither_mean 222 77.35% 1.77 79.04% 154772 0.09 0.94 DirectClass_sRGB
9 3.14% 1.74 3.16% 107154 0.07 0.83 edit 47 16.38% 1.56 14.75% 109079 0.07 1.15 DirectClass_sRGB_Alpha
18 6.27% 1.96 7.11% 142328 0.08 0.78 film 9 3.14% 1.80 3.26% 167 0.00 0.70 PseudoClass_Gray
58 20.21% 2.02 23.56% 130328 0.06 0.88 game 7 2.44% 1.74 2.45% 62 0.00 1.17 PseudoClass_sRGB
10 3.48% 1.45 2.92% 22642 0.02 1.02 game_asset 1 0.35% 1.08 0.22% 106 0.00 3.15 PseudoClass_sRGB_Alpha
8 2.79% 1.82 2.93% 68722 0.04 0.97 glitch 1 0.35% 2.38 0.48% 175813 0.07 0.86 source_app
2 0.70% 1.72 0.69% 146688 0.09 0.80 gregstump 2 0.70% 1.61 0.65% 12488 0.01 1.26 source_app->exiftool
22 7.67% 1.14 5.04% 126531 0.10 0.77 jxl_art 2 0.70% 1.62 0.65% 241406 0.12 1.47 source_gimp->exiftool
9 3.14% 2.06 3.73% 5610 0.00 2.65 larip 4 1.39% 2.05 1.65% 42650 0.02 0.91 source_gnome_screenshot->exiftool
39 13.59% 1.74 13.62% 128582 0.08 0.84 lossy 1 0.35% 2.07 0.42% 19818 0.01 0.79 source_imagemagick
24 8.36% 1.81 8.76% 328503 0.19 0.82 machine_learning 211 73.52% 1.77 75.21% 129704 0.08 0.95 source_imagemagick->exiftool
8 2.79% 1.55 2.50% 114054 0.08 0.81 misc 2 0.70% 1.79 0.72% 59126 0.03 0.80 source_sdl
15 5.23% 1.62 4.88% 139900 0.09 0.96 mixed 19 6.62% 1.44 5.49% 125234 0.08 0.90 source_unknown->exiftool
2 0.70% 1.05 0.42% 25520 0.02 0.76 normal 16 5.57% 1.39 4.47% 66804 0.06 1.55 source_web
1 0.35% 2.36 0.48% 59557 0.03 0.81 panorama 29 10.10% 1.76 10.26% 264834 0.16 0.85 source_web->exiftool
28 9.76% 1.52 8.57% 215829 0.15 0.85 photo
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
281285329 4.5357984 72.82% 72.82% 0.1315997 0.1453805 CR cjxl_0.10.1_d0e10
287895256 4.6615814 4.18% 4.18% 0.3596035 0.5867644 CR cjxl_0.10.1_d0e9
292206335 4.7381770 1.05% 1.05% 0.6119661 1.03510 CR cjxl_0.10.1_d0e8
299302622 4.8645234 0.35% 0.35% 1.40573 2.54023 CR cjxl_0.10.1_d0e7
306552758 4.9302750 18.12% 17.42% 0.3408771 0.6043974 ·· cwebp_1.3.2_z9mt
314692118 5.0754494 1.39% ···· 3.57392 3.87484 CR cwebp_1.3.2_z8mt
316828724 5.1075771 1.74% 0.35% 5.64501 5.64870 CR cwebp_1.3.2_z7mt
318500740 5.1341265 0.70% ···· 7.20311 7.19129 CR cwebp_1.3.2_z6mt
315954343 5.1391029 ···· ···· 1.74134 3.31009 ·· cjxl_0.10.1_d0e6
319761024 5.1543252 0.70% ···· 8.32859 8.32493 CR cwebp_1.3.2_z5mt
319986968 5.1568190 0.70% ···· 8.54973 8.53729 CR cwebp_1.3.2_z4mt
320233624 5.1605639 1.05% 0.35% 8.77746 8.76519 CR cwebp_1.3.2_z3mt
323028497 5.2580945 ···· ···· 2.09905 4.16795 ·· cjxl_0.10.1_d0e5
326708196 5.2674709 2.09% 1.39% 10.303 10.307 CR cwebp_1.3.2_z2mt
337923344 5.4519308 1.05% 0.35% 13.405 13.366 CR cwebp_1.3.2_z1mt
347038574 5.7008495 0.35% 0.35% 3.12806 6.8145 ·· cjxl_0.10.1_d0e4
370908920 6.1050592 ···· ···· 5.5281 26.644 ·R cjxl_0.10.1_d0e3
389656125 6.2457805 ···· ···· 0.1900205 0.6373084 ·· ect_0.9.5_9mt-deflate
389857991 6.2491463 ···· ···· 0.2917735 0.973854 ·· ect_0.9.5_8mt-deflate
389877693 6.2508075 ···· ···· 0.4050366 1.17825 ·· pingo_0.99_s9
390895936 6.2661555 ···· ···· 0.6118132 1.48719 ·· ect_0.9.5_7mt-deflate
391180671 6.2703904 ···· ···· 0.7833663 1.69913 ·· ect_0.9.5_6mt-deflate
391147793 6.2708163 ···· ···· 0.670536 1.55499 ·· pingo_0.99_s8
386485102 6.2817173 ···· ···· 33.848 33.602 CR cwebp_1.3.2_z0mt
391959734 6.2826039 ···· ···· 1.18355 2.27286 ·· ect_0.9.5_5mt-deflate
391960331 6.2826842 ···· ···· 0.2448229 1.57337 ·· oxipng_9.0.0_o6
391989045 6.2831665 ···· ···· 0.3127111 1.63361 ·· oxipng_9.0.0_o5
392075155 6.2847743 ···· ···· 0.6112409 1.76637 ·· oxipng_9.0.0_o4
392354122 6.2905214 ···· ···· 0.973563 1.69597 ·· pingo_0.99_s7
392441974 6.2907619 ···· ···· 0.852337 2.34231 ·· oxipng_9.0.0_o3
392973310 6.2985088 ···· ···· 1.46111 2.63468 ·· ect_0.9.5_4mt-deflate
393379569 6.3067760 ···· ···· 1.25523 1.69982 ·· pingo_0.99_s6
393379569 6.3067760 ···· ···· 1.25218 1.69984 ·· pingo_0.99_s5
394113446 6.3186353 ···· ···· 1.47482 2.03133 ·· pingo_0.99_s2
394113446 6.3186353 ···· ···· 1.47241 2.03466 ·· pingo_0.99_s4
394113446 6.3186353 ···· ···· 1.47171 2.03150 ·· pingo_0.99_s3
394392935 6.3218380 ···· ···· 1.82144 3.19059 ·· ect_0.9.5_3mt-deflate
395120896 6.3310155 ···· ···· 2.47636 3.36488 ·· oxipng_9.0.0_o2
395027665 6.3337959 ···· ···· 1.65515 2.40100 ·· pingo_0.99_s1
397901066 6.3750525 ···· ···· 2.12079 4.37011 ·· ect_0.9.5_2mt-deflate
399921256 6.4157657 ···· ···· 4.95724 5.41229 ·· oxipng_9.0.0_o1
402136412 6.4451914 ···· ···· 2.44655 3.96444 ·· pingo_0.99_s0
395513192 6.5263032 ···· ···· 9.0369 30.557 ·· cjxl_0.10.1_d0e2
411732401 6.5991800 ···· ···· 10.9670 10.9917 ·· ect_0.9.5_1mt-deflate
421178634 6.7583713 ···· ···· 18.690 20.401 ·· oxipng_9.0.0_o0
426505254 7.0326138 ···· ···· 50.845 60.35 CR cjxl_0.10.1_d0e1
439270475 7.0991923 ···· ···· >1.73e+03 >1.73e+03 CR original
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
60 100.00% 6.33 100.00% 212547 0.04 1.28 all 3 5.00% 6.57 5.19% 290339 0.05 0.86 photo_like
10 16.67% 6.92 18.21% 288636 0.04 0.85 3d 4 6.67% 6.31 6.65% 59155 0.01 5.77 pixel_art_scaled
3 5.00% 3.90 3.08% 170740 0.04 0.78 album_art 3 5.00% 7.65 6.04% 282036 0.03 0.80 scan
2 3.33% 10.29 5.41% 119546 0.03 4.00 algorithmic 1 1.67% 12.06 3.17% 17006 0.00 1.06 sprite_sheet
5 8.33% 8.34 10.97% 60293 0.01 0.96 chart 1 1.67% 4.26 1.12% 259098 0.06 0.92 ui
6 10.00% 6.05 9.55% 99374 0.02 0.86 comic 4 6.67% 4.90 5.16% 6958 0.00 0.79 vector
10 16.67% 6.14 16.17% 301061 0.06 0.86 digital_painting 5 8.33% 6.88 9.06% 189606 0.03 0.81 watermark
2 3.33% 8.25 4.34% 422948 0.05 0.73 drawing 53 88.33% 6.03 84.14% 225775 0.04 1.34 visibly_opaque
4 6.67% 5.15 5.42% 93390 0.02 0.91 edit 7 11.67% 8.61 15.86% 112393 0.02 0.88 visibly_transparent
1 1.67% 16.78 4.42% 7 0.00 7.21 fractal 38 63.33% 6.09 60.95% 275505 0.05 0.84 DirectClass_sRGB
8 13.33% 7.81 16.44% 337221 0.04 0.87 game 16 26.67% 6.58 27.73% 142657 0.03 2.10 DirectClass_sRGB_Alpha
1 1.67% 12.06 3.17% 17006 0.00 1.06 game_asset 5 8.33% 5.25 6.90% 221 0.00 0.86 PseudoClass_Gray
1 1.67% 3.79 1.00% 239084 0.06 0.78 jxl_art 1 1.67% 16.78 4.42% 7 0.00 7.21 PseudoClass_sRGB
2 3.33% 4.39 2.31% 138196 0.03 0.95 lossy 1 1.67% 12.06 3.17% 17006 0.00 1.06 source_app->exiftool
6 10.00% 5.83 9.21% 336795 0.05 0.85 machine_learning 1 1.67% 4.26 1.12% 259098 0.06 0.92 source_gnome_screenshot->exiftool
1 1.67% 3.61 0.95% 256 0.00 0.76 misc 39 65.00% 6.90 70.79% 209974 0.03 1.01 source_imagemagick->exiftool
2 3.33% 5.40 2.84% 399287 0.08 0.90 mixed 5 8.33% 4.71 6.20% 195770 0.04 0.79 source_unknown->exiftool
3 5.00% 4.39 3.47% 7306 0.00 0.75 optical_illusion 4 6.67% 5.00 5.26% 130533 0.04 3.01 source_web
1 1.67% 4.37 1.15% 37531 0.01 0.84 photo 10 16.67% 5.11 13.45% 278675 0.05 1.95 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
198735234 4.3822128 85.00% 85.00% 0.1315550 0.1447660 CR cjxl_0.10.1_d0e10
208306752 4.5930091 ···· ···· 0.4110900 5.09198 CR cjxl_0.10.1_d0e9
210086386 4.6370452 ···· ···· 0.734195 8.35580 CR cjxl_0.10.1_d0e8
213313858 4.7094013 ···· ···· 1.67448 17.025 CR cjxl_0.10.1_d0e7
220229116 4.8716703 10.00% 8.33% 0.5181009 0.910725 ·· cwebp_1.3.2_z9mt
223724946 4.9294010 ···· ···· 2.09562 20.420 CR cjxl_0.10.1_d0e6
223080236 4.9318029 3.33% ···· 4.22267 4.50750 C· cwebp_1.3.2_z8mt
224546394 4.9672996 3.33% ···· 7.29941 7.30875 C· cwebp_1.3.2_z7mt
225353282 4.9888463 1.67% ···· 8.46658 8.44847 C· cwebp_1.3.2_z6mt
225916104 5.0018375 1.67% ···· 9.8239 9.8362 C· cwebp_1.3.2_z5mt
227009678 5.0260967 1.67% ···· 9.8432 9.8318 C· cwebp_1.3.2_z4mt
227127366 5.0289631 1.67% ···· 10.202 10.201 C· cwebp_1.3.2_z3mt
228287608 5.0304117 ···· ···· 2.44868 22.872 ·R cjxl_0.10.1_d0e5
231673500 5.1356260 3.33% 1.67% 12.307 12.294 C· cwebp_1.3.2_z2mt
234498558 5.2007324 1.67% ···· 15.264 15.203 C· cwebp_1.3.2_z1mt
278862176 5.5768461 1.67% 1.67% 2.77993 23.923 ·R cjxl_0.10.1_d0e4
305647930 5.8948397 ···· ···· 6.4588 41.32 ·R cjxl_0.10.1_d0e3
267078104 5.9340026 ···· ···· 34.931 34.874 C· cwebp_1.3.2_z0mt
272147936 6.0629798 ···· ···· 0.1714713 0.747693 ·· ect_0.9.5_9mt-deflate
299798619 6.0652433 ···· ···· 10.610 49.81 ·R cjxl_0.10.1_d0e2
272431136 6.0687259 ···· ···· 0.2646206 1.12606 ·· ect_0.9.5_8mt-deflate
273092491 6.0826001 ···· ···· 0.4472760 1.44669 ·· pingo_0.99_s9
274057829 6.0982581 ···· ···· 0.5733809 1.70652 ·· ect_0.9.5_7mt-deflate
274299355 6.1032316 ···· ···· 0.736585 1.94064 ·· ect_0.9.5_6mt-deflate
274529054 6.1093531 ···· ···· 0.781003 1.86238 ·· pingo_0.99_s8
274782386 6.1143346 ···· ···· 0.2618744 1.65542 ·· oxipng_9.0.0_o6
274785229 6.1144094 ···· ···· 0.3342142 1.71418 ·· oxipng_9.0.0_o5
274827664 6.1151623 ···· ···· 0.646701 1.87955 ·· oxipng_9.0.0_o4
274920559 6.1161308 ···· ···· 1.10637 2.53009 ·· ect_0.9.5_5mt-deflate
275117165 6.1217537 ···· ···· 0.911908 2.54580 ·· oxipng_9.0.0_o3
275397422 6.1278964 ···· ···· 1.19176 1.93144 ·· pingo_0.99_s7
275743210 6.1341080 ···· ···· 1.42411 2.99478 ·· ect_0.9.5_4mt-deflate
276460683 6.1525059 ···· ···· 1.91592 3.60001 ·· ect_0.9.5_3mt-deflate
276556345 6.1546249 ···· ···· 1.81597 2.08185 ·· pingo_0.99_s5
276556345 6.1546249 ···· ···· 1.79526 2.07297 ·· pingo_0.99_s6
276931931 6.1633419 ···· ···· 2.07597 2.41122 ·· pingo_0.99_s2
276931931 6.1633419 ···· ···· 2.07219 2.41039 ·· pingo_0.99_s4
276931931 6.1633419 ···· ···· 2.05500 2.40842 ·· pingo_0.99_s3
276943645 6.1673215 ···· ···· 2.70829 3.62005 ·· oxipng_9.0.0_o2
277703744 6.1790933 ···· ···· 2.45207 2.96422 ·· pingo_0.99_s1
279768830 6.2257898 ···· ···· 5.33695 5.97539 ·· oxipng_9.0.0_o1
279853870 6.2305752 ···· ···· 2.20264 4.97480 ·· ect_0.9.5_2mt-deflate
282974753 6.2971470 ···· ···· 3.76291 4.72054 ·· pingo_0.99_s0
288094483 6.4206757 ···· ···· 12.6800 12.6690 ·· ect_0.9.5_1mt-deflate
300269990 6.4935084 ···· ···· 60.71 72.94 CR cjxl_0.10.1_d0e1
295268699 6.5666186 ···· ···· 18.916 21.899 ·· oxipng_9.0.0_o0
310290671 7.0118027 ···· ···· >6.3e+03 >6.3e+03 CR original
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
100 100.00% 2.07 100.00% 125423 0.06 1.00 all 2 2.00% 2.07 2.00% 228216 0.11 0.85 photo
39 39.00% 2.07 39.00% 157667 0.08 0.84 3d 2 2.00% 2.07 2.00% 28568 0.01 1.28 pixel_art_scaled
6 6.00% 2.07 6.00% 8399 0.00 3.43 algorithmic 1 1.00% 2.07 1.00% 13698 0.01 1.09 text
1 1.00% 2.07 1.00% 94810 0.05 0.79 blend 17 17.00% 2.07 17.00% 94430 0.05 0.88 ui
5 5.00% 2.07 5.00% 83752 0.04 0.81 boxed 1 1.00% 2.07 1.00% 27470 0.01 0.74 vector
1 1.00% 2.07 1.00% 456202 0.22 0.84 collage 100 100.00% 2.07 100.00% 125423 0.06 1.00 visibly_opaque
4 4.00% 2.07 4.00% 137562 0.07 0.78 digital_painting 92 92.00% 2.07 92.00% 129286 0.06 1.02 DirectClass_sRGB
1 1.00% 2.07 1.00% 21658 0.01 0.72 edit 4 4.00% 2.07 4.00% 161884 0.08 0.82 DirectClass_sRGB_Alpha
16 16.00% 2.07 16.00% 136595 0.07 0.77 film 2 2.00% 2.07 2.00% 111 0.00 0.66 PseudoClass_Gray
49 49.00% 2.07 49.00% 143233 0.07 0.85 game 2 2.00% 2.07 2.00% 116 0.00 0.87 PseudoClass_sRGB
6 6.00% 2.07 6.00% 80834 0.04 0.98 glitch 1 1.00% 2.07 1.00% 456202 0.22 0.84 source_gimp->exiftool
1 1.00% 2.07 1.00% 111700 0.05 0.77 gregstump 2 2.00% 2.07 2.00% 72757 0.04 0.84 source_gnome_screenshot->exiftool
6 6.00% 2.07 6.00% 8399 0.00 3.43 larip 1 1.00% 2.07 1.00% 19818 0.01 0.79 source_imagemagick
16 16.00% 2.07 16.00% 144823 0.07 0.77 lossy 95 95.00% 2.07 95.00% 124306 0.06 1.01 source_imagemagick->exiftool
2 2.00% 2.07 2.00% 119814 0.06 0.92 misc 1 1.00% 2.07 1.00% 111700 0.05 0.77 source_sdl
6 6.00% 2.07 6.00% 171116 0.08 0.88 mixed
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
108423332 4.1829989 76.00% 76.00% 0.1136007 0.1250176 CR cjxl_0.10.1_d0e10
110408875 4.2596017 3.00% 3.00% 0.316335 0.421690 CR cjxl_0.10.1_d0e9
111754826 4.3115288 2.00% 2.00% 0.525509 0.704803 CR cjxl_0.10.1_d0e8
114756131 4.4273199 ···· ···· 1.29848 2.05488 CR cjxl_0.10.1_d0e7
117510330 4.5335775 16.00% 16.00% 0.2705929 0.487060 ·· cwebp_1.3.2_z9mt
119628408 4.6152935 1.00% ···· 3.28494 3.49174 CR cwebp_1.3.2_z8mt
120348928 4.6430914 1.00% ···· 4.2565 4.2610 CR cwebp_1.3.2_z7mt
121225838 4.6769228 ···· ···· 5.7797 5.7776 CR cwebp_1.3.2_z6mt
121940042 4.7044769 ···· ···· 6.8616 6.8552 CR cwebp_1.3.2_z5mt
121952308 4.7049502 ···· ···· 6.8557 6.8553 ·R cwebp_1.3.2_z4mt
122026250 4.7078029 ···· ···· 7.1161 7.1138 CR cwebp_1.3.2_z3mt
122130702 4.7118326 ···· ···· 1.66688 2.8383 ·· cjxl_0.10.1_d0e6
124855520 4.8169568 ···· ···· 2.02470 3.7013 ·· cjxl_0.10.1_d0e5
125263328 4.8326901 1.00% 1.00% 8.5565 8.5597 CR cwebp_1.3.2_z2mt
129822410 5.0085806 ···· ···· 10.529 10.528 CR cwebp_1.3.2_z1mt
132538364 5.1133628 1.00% 1.00% 2.9717 6.3140 ·· cjxl_0.10.1_d0e4
144293181 5.5668666 ···· ···· 5.7465 28.94 ·R cjxl_0.10.1_d0e3
147891898 5.7057059 ···· ···· 32.45 32.43 CR cwebp_1.3.2_z0mt
150118959 5.7916265 ···· ···· 0.375053 1.16009 ·· pingo_0.99_s9
150126431 5.7919148 ···· ···· 9.2270 32.68 ·R cjxl_0.10.1_d0e2
150501992 5.8064040 ···· ···· 0.1723101 0.633149 ·· ect_0.9.5_9mt-deflate
150559715 5.8086310 ···· ···· 0.2649745 0.958199 ·· ect_0.9.5_8mt-deflate
150599726 5.8101746 ···· ···· 0.637998 1.51878 ·· pingo_0.99_s8
150895908 5.8216014 ···· ···· 0.552836 1.42318 ·· ect_0.9.5_7mt-deflate
151011417 5.8260578 ···· ···· 0.698569 1.59132 ·· ect_0.9.5_6mt-deflate
151048004 5.8274693 ···· ···· 0.2180903 1.45357 ·· oxipng_9.0.0_o6
151051367 5.8275990 ···· ···· 0.2769673 1.47603 ·· oxipng_9.0.0_o5
151078044 5.8286282 ···· ···· 0.945088 1.61268 ·· pingo_0.99_s7
151092541 5.8291875 ···· ···· 0.543448 1.59632 ·· oxipng_9.0.0_o4
151267773 5.8359480 ···· ···· 0.752952 2.11670 ·· oxipng_9.0.0_o3
151346699 5.8389930 ···· ···· 1.01457 2.04495 ·· ect_0.9.5_5mt-deflate
151650254 5.8507042 ···· ···· 1.24173 1.50127 ·· pingo_0.99_s6
151650254 5.8507042 ···· ···· 1.24151 1.50023 ·· pingo_0.99_s5
151730637 5.8538054 ···· ···· 1.23248 2.30428 ·· ect_0.9.5_4mt-deflate
151971753 5.8631078 ···· ···· 1.47016 1.81751 ·· pingo_0.99_s4
151971753 5.8631078 ···· ···· 1.46917 1.81968 ·· pingo_0.99_s2
151971753 5.8631078 ···· ···· 1.46629 1.81730 ·· pingo_0.99_s3
152210493 5.8723184 ···· ···· 2.10212 2.9057 ·· oxipng_9.0.0_o2
152276558 5.8748672 ···· ···· 1.55016 2.72307 ·· ect_0.9.5_3mt-deflate
152373349 5.8786014 ···· ···· 1.68111 2.13358 ·· pingo_0.99_s1
153575209 5.9249695 ···· ···· 4.2369 4.6950 ·· oxipng_9.0.0_o1
153654627 5.9280334 ···· ···· 2.02589 4.3575 ·· ect_0.9.5_2mt-deflate
155060790 5.9822836 ···· ···· 2.5124 3.6285 ·· pingo_0.99_s0
158527390 6.1160258 ···· ···· 8.8417 8.8404 ·· ect_0.9.5_1mt-deflate
161577417 6.2336966 ···· ···· 18.624 19.830 ·· oxipng_9.0.0_o0
163942901 6.3249576 ···· ···· 52.61 62.48 CR cjxl_0.10.1_d0e1
164218191 6.3355784 ···· ···· >2.07e+03 >2.07e+03 CR original
patches/no patches (mean) colors/px (mean)
images Mpx (mean) colors/px (mean) images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
447 100.00% 0.36 100.00% 38565 0.11 1.00 all 65 14.54% 0.51 20.17% 73192 0.16 1.00 photo
4 0.89% 0.64 1.56% 90616 0.13 1.00 3d 10 2.24% 0.57 3.48% 129303 0.24 1.00 photo_like
32 7.16% 0.25 4.91% 15063 0.06 1.00 albedo 71 15.88% 0.19 8.17% 475 0.00 1.01 pixel_art
8 1.79% 0.60 2.96% 115184 0.25 1.00 album_art 19 4.25% 0.55 6.38% 711 0.00 1.01 pixel_art_scaled
12 2.68% 0.47 3.49% 27185 0.04 1.00 algorithmic 6 1.34% 0.30 1.10% 139 0.00 0.92 reduced_palette
2 0.45% 0.22 0.27% 60575 0.39 1.00 boxed 8 1.79% 0.28 1.37% 1714 0.01 1.02 sprite_sheet
4 0.89% 0.66 1.63% 3856 0.01 0.98 chart 2 0.45% 0.40 0.49% 46824 0.13 1.00 stereogram
29 6.49% 0.68 12.12% 78086 0.11 1.00 digital_painting 21 4.70% 0.38 4.93% 2720 0.01 0.92 text
1 0.22% 0.87 0.54% 55942 0.06 1.00 dither_mean 64 14.32% 0.25 9.82% 33295 0.14 1.00 texture
11 2.46% 0.48 3.25% 52459 0.14 1.00 edit 2 0.45% 0.92 1.13% 16480 0.02 1.00 thumbnail
3 0.67% 0.54 1.00% 4703 0.04 1.02 emoji 23 5.15% 0.48 6.80% 27334 0.05 0.95 ui
3 0.67% 0.64 1.18% 91576 0.14 1.00 film 35 7.83% 0.65 13.88% 85388 0.13 1.00 watermark
1 0.22% 0.26 0.16% 6 0.00 1.00 fractal 355 79.42% 0.40 86.16% 41590 0.11 0.99 visibly_opaque
18 4.03% 0.47 5.16% 7802 0.02 1.00 game 92 20.58% 0.24 13.84% 26894 0.12 1.00 visibly_transparent
9 2.01% 0.33 1.85% 7314 0.02 1.02 game_asset 5 1.12% 0.16 0.50% 915 0.01 1.01 DirectClass_Gray_Alpha
24 5.37% 0.02 0.25% 4940 0.29 1.00 icon 233 52.13% 0.45 64.87% 59879 0.16 0.99 DirectClass_sRGB
4 0.89% 0.49 1.22% 81484 0.11 1.01 jxl_art 108 24.16% 0.28 18.54% 30333 0.13 1.00 DirectClass_sRGB_Alpha
1 0.22% 0.87 0.54% 224155 0.26 1.00 kaleidoscope 16 3.58% 0.41 4.02% 87 0.00 0.96 PseudoClass_Gray
7 1.57% 0.49 2.11% 39 0.00 1.00 larip 79 17.67% 0.23 11.30% 55 0.00 1.01 PseudoClass_sRGB
56 12.53% 0.21 7.34% 27049 0.13 1.00 logo 6 1.34% 0.21 0.76% 102 0.00 1.01 PseudoClass_sRGB_Alpha
40 8.95% 0.45 11.17% 58814 0.16 1.00 lossy 8 1.79% 0.06 0.30% 872 0.09 1.02 source_app
21 4.70% 0.51 6.53% 147425 0.32 1.00 machine_learning 80 17.90% 0.18 8.65% 20501 0.17 1.00 source_app->exiftool
12 2.68% 0.39 2.87% 33654 0.09 1.03 misc 41 9.17% 0.27 6.68% 41699 0.17 1.00 source_gimp
5 1.12% 0.30 0.92% 39366 0.17 1.00 mixed 6 1.34% 0.45 1.64% 17908 0.04 0.96 source_gnome_screenshot->exiftool
2 0.45% 0.79 0.97% 4733 0.01 1.03 mosaic 272 60.85% 0.42 70.54% 41846 0.09 0.99 source_imagemagick->exiftool
32 7.16% 0.25 4.91% 51528 0.21 1.00 normal 9 2.01% 0.56 3.12% 102445 0.22 1.00 source_unknown->exiftool
3 0.67% 0.38 0.70% 55528 0.15 1.00 optical_illusion 11 2.46% 0.32 2.19% 4682 0.02 1.00 source_web
1 0.22% 0.08 0.05% 45979 0.57 1.00 painting 20 4.47% 0.56 6.87% 70950 0.12 1.00 source_web->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean) || best of
83737202 3.9327402 100.00% ···· 0.0001982319496 C· all
83827231 3.9360845 78.08% ···· 0.0047473542 C· all except cjxl_0.10.1_d0e11
83824793 3.9368966 70.92% 21.92% 0.0002076024853 ·A cjxl_0.10.1_d0e11
84108938 3.9474939 42.28% ···· 0.02523988 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84110764 3.9480696 41.83% ···· 0.02553667 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84115812 3.9484707 36.24% ···· 0.02571588 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84155748 3.9487048 41.16% ···· 0.02621702 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84159150 3.9490295 40.04% ···· 0.02629845 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84202746 3.9494829 42.73% ···· 0.02778878 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84193958 3.9500269 43.62% ···· 0.03173178 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84187810 3.9501154 43.18% ···· 0.03223922 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84191945 3.9503552 37.58% ···· 0.03242845 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84196220 3.9506405 37.36% ···· 0.03266416 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84236797 3.9509345 42.51% ···· 0.03331186 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84242888 3.9513276 41.39% ···· 0.03341493 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84243148 3.9516725 41.16% ···· 0.03373447 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84278672 3.9519658 35.79% ···· 0.03429482 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84281184 3.9520818 35.79% ···· 0.03430020 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84285703 3.9520851 29.31% ···· 0.03538980 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84287836 3.9521920 29.31% ···· 0.03540021 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84257087 3.9532111 40.49% ···· 0.03620194 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84264604 3.9537235 34.90% ···· 0.03626022 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84268327 3.9539636 34.68% ···· 0.03661403 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84306943 3.9540723 39.82% ···· 0.03756697 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84312351 3.9544373 38.70% ···· 0.03771594 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84313150 3.9547980 38.48% ···· 0.03819268 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84372006 3.9553233 34.90% ···· 0.03824000 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
84375235 3.9553318 38.70% ···· 0.03845925 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84350210 3.9553804 33.11% ···· 0.03917502 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84352722 3.9554965 33.11% ···· 0.03918488 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84375715 3.9559412 29.75% ···· 0.03987138 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
84376274 3.9560361 28.86% ···· 0.03992684 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
84376647 3.9560596 28.64% ···· 0.04328765 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84383749 3.9563022 28.64% ···· 0.04330968 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84436505 3.9587249 27.52% ···· 0.04349773 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84444347 3.9589854 27.52% ···· 0.04353407 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84346850 3.9591210 31.99% ···· 0.04428646 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
84352943 3.9592752 31.54% ···· 0.04523738 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
84351768 3.9594061 31.54% ···· 0.04546278 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
84396819 3.9607832 28.64% ···· 0.04604291 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
84425100 3.9609351 25.06% ···· 0.04663816 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
84416285 3.9621098 29.75% ···· 0.04706506 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
84376801 3.9621157 31.32% ···· 0.04999292 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84447249 3.9632742 24.83% ···· 0.05147330 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84426444 3.9634086 29.31% ···· 0.05170640 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
84426040 3.9634211 29.75% ···· 0.05273521 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
84431358 3.9635805 28.86% ···· 0.05331327 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
84467301 3.9683067 28.64% ···· 0.05977724 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84739653 3.9781238 22.15% ···· 0.06009855 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
84856532 3.9804537 24.16% ···· 0.06826906 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
84705502 3.9851101 33.56% ···· 0.07045682 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
84706703 3.9851382 32.66% ···· 0.07267833 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2num_threads0
84706990 3.9853144 32.89% ···· 0.07324611 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
84732047 3.9860200 32.66% ···· 0.08432482 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
84727004 3.9875427 26.85% ···· 0.08449233 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
85125677 4.0001928 28.19% ···· 0.09416323 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
85121103 4.0015139 22.37% ···· 0.09421969 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
85340353 4.0128534 26.85% ···· 0.09560879 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
85348596 4.0131607 26.62% ···· 0.1134321 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
85404248 4.0172227 25.73% ···· 0.1145913 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
85420813 4.0188237 19.91% ···· 0.1145990 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
85490100 4.0212280 21.70% ···· 0.1419260 C· cjxl_0.10.1_d0e10E3I100g3num_threads0
85488605 4.0212537 21.48% ···· 0.1419867 C· cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
85500745 4.0212574 25.50% ···· 0.1421305 CA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
85496442 4.0223228 19.69% 1.12% 0.1420258 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
85699778 4.0274192 19.46% 0.89% 0.1387597 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
85476396 4.0275170 21.48% ···· 0.08835745 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
85739249 4.0277255 26.85% ···· 0.1397750 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
85692039 4.0326117 21.70% ···· 0.08753671 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
86247279 4.0497770 13.20% ···· 0.1172147 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
86456573 4.0556580 13.65% ···· 0.1129186 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
86890184 4.0809363 6.94% ···· 0.09133459 ·A cjxl_0.10.1_d0e10E3I100num_threads0
85985260 4.0819500 25.95% ···· 0.08618863 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
87364782 4.1165991 ····· ···· 0.1504212 C· cjxl_0.10.1_d0e10E3num_threads0
88091426 4.1657186 7.83% ···· 0.2042572 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
88622851 4.1866349 3.36% ···· 0.2245879 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
89269171 4.1962693 3.80% ···· 0.09565628 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
88838022 4.2078839 7.38% ···· 0.2355269 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
89162964 4.2118073 1.79% ···· 0.2770138 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
89710293 4.2344259 ····· ···· 0.2789981 C· cjxl_0.10.1_d0e10g3num_threads0
89600466 4.2358429 0.89% ···· 0.2821818 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
89740583 4.2425810 0.67% 0.67% 0.496071 CA cjxl_0.10.1_d0e10P14I100g3num_threads0
87595713 4.2784082 18.12% ···· 0.1537163 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
87565641 4.2784859 17.23% ···· 0.1563136 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
90388537 4.2800701 0.22% 0.22% 0.656724 CA cjxl_0.10.1_d0e10P5I100g3num_threads0
91963044 4.3691621 1.12% 0.22% 0.661531 CA cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
92589301 4.3964820 0.22% 0.22% 0.627525 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
93610452 4.4757641 0.22% 0.22% 0.588851 ·A cjxl_0.10.1_d0e10P11I100g3num_threads0
95936730 4.5760975 0.45% 0.45% 0.551446 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
96816557 4.6342854 4.47% ···· 0.09817571 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
110421211 5.1963074 0.89% ···· 0.3817436 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
110523149 5.1991423 1.12% ···· 0.4090655 ·A cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
111176131 5.2219012 0.89% 0.22% 0.378461 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
111979003 5.2779194 2.68% 2.68% 0.628471 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
121437108 5.7694874 0.67% ···· 0.337617 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
134734560 6.2872903 2.46% ···· 0.09648186 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
135367422 6.4815187 7.16% ···· 0.577071 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
135479604 6.4863518 3.80% ···· 0.558026 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
138477834 6.5922442 1.34% ···· 0.2610240 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) | tag
68 100.00% 0.51 100.00% 74003 0.16 1.00 all
1 1.47% 0.36 1.03% 75171 0.21 1.00 boxed
7 10.29% 0.34 6.82% 55278 0.19 1.00 edit
3 4.41% 0.64 5.52% 91576 0.14 1.00 film
1 1.47% 0.87 2.52% 224155 0.26 1.00 kaleidoscope
38 55.88% 0.47 51.60% 59684 0.15 1.00 lossy
65 95.59% 0.51 94.48% 73192 0.16 1.00 photo
2 2.94% 0.50 2.87% 86460 0.16 1.00 ui
17 25.00% 0.65 31.82% 128056 0.20 1.00 watermark
65 95.59% 0.51 95.20% 71207 0.15 1.00 visibly_opaque
3 4.41% 0.56 4.80% 134572 0.25 1.00 visibly_transparent
58 85.29% 0.49 82.54% 77734 0.17 1.00 DirectClass_sRGB
4 5.88% 0.56 6.46% 130523 0.24 1.00 DirectClass_sRGB_Alpha
4 5.88% 0.48 5.56% 252 0.00 1.00 PseudoClass_Gray
2 2.94% 0.95 5.45% 247 0.00 1.00 PseudoClass_sRGB
68 100.00% 0.51 100.00% 74003 0.16 1.00 source_imagemagick->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)|| best of
25128008 5.723025 100.00% ···· 0.000155122076 C· all
25132383 5.723654 88.24% ···· 0.01054665 C· all except cjxl_0.10.1_d0e11
25134162 5.723977 85.29% ···· 0.01348541 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
25134826 5.724296 57.35% ···· 0.01706253 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25133534 5.724529 61.76% 11.76% 0.000157477989 ·A cjxl_0.10.1_d0e11
25136175 5.724546 54.41% ···· 0.01823039 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25137649 5.725146 52.94% ···· 0.02177608 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25137656 5.725148 52.94% ···· 0.02408090 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25139021 5.725405 50.00% ···· 0.02647624 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25156548 5.728139 52.94% ···· 0.02698261 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25155236 5.728379 51.47% ···· 0.02827244 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25157610 5.729041 48.53% ···· 0.03163876 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25180863 5.732971 51.47% ···· 0.03566030 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25180870 5.732973 51.47% ···· 0.0422713 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25183244 5.733634 48.53% ···· 0.0502609 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25253946 5.746202 44.12% ···· 0.0514898 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
25253957 5.746206 44.12% ···· 0.0519205 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
25254740 5.746358 38.24% ···· 0.0519361 C· cjxl_0.10.1_d0e10E3I100g3num_threads0
25264207 5.747952 30.88% 1.47% 0.0522493 CA cjxl_0.10.1_d0e10E3I99g3num_threads0
25370800 5.773151 10.29% ···· 0.0588433 CA cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
25511787 5.806675 ····· ···· 0.0626038 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
25585519 5.825717 ····· ···· 0.0663683 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
25625760 5.827062 4.41% ···· 0.0569412 ·A cjxl_0.10.1_d0e10E3I100num_threads0
25621987 5.832316 ····· ···· 0.0681179 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
25723673 5.852869 ····· ···· 0.0866082 C· cjxl_0.10.1_d0e10E3num_threads0
25799794 5.868535 2.94% ···· 0.0900432 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25798285 5.869071 2.94% ···· 0.0901499 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25803478 5.870032 2.94% ···· 0.124653 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25811169 5.870773 ····· ···· 0.134773 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
25809660 5.871308 ····· ···· 0.135003 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
25814853 5.872269 ····· ···· 0.230583 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
26052331 5.931240 ····· ···· 0.292046 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
26236836 5.969891 ····· ···· 0.0597396 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
26428912 6.022900 ····· ···· 0.294926 C· cjxl_0.10.1_d0e10P1I100g3num_threads0
26428978 6.022922 ····· ···· 0.299917 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
26413793 6.027575 ····· ···· 0.328354 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
26579948 6.071060 2.94% 2.94% 0.271686 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
33083016 7.621921 ····· ···· 0.350607 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) | tag
29 100.00% 0.68 100.00% 78086 0.11 1.00 all
29 100.00% 0.68 100.00% 78086 0.11 1.00 digital_painting
2 6.90% 0.83 8.40% 77230 0.11 1.00 edit
2 6.90% 0.49 4.96% 32802 0.07 1.00 game
1 3.45% 0.79 3.99% 52114 0.07 1.00 game_asset
1 3.45% 0.17 0.87% 38567 0.22 1.00 lossy
5 17.24% 0.83 21.12% 100001 0.12 1.00 watermark
22 75.86% 0.75 83.40% 85063 0.11 1.00 visibly_opaque
7 24.14% 0.47 16.60% 56158 0.10 1.00 visibly_transparent
20 68.97% 0.75 76.08% 92059 0.12 1.00 DirectClass_sRGB
7 24.14% 0.65 22.99% 60401 0.11 1.00 DirectClass_sRGB_Alpha
2 6.90% 0.09 0.93% 254 0.00 1.00 PseudoClass_sRGB_Alpha
21 72.41% 0.78 83.43% 101211 0.13 1.00 source_imagemagick->exiftool
3 10.34% 0.12 1.80% 13025 0.08 1.00 source_web
5 17.24% 0.58 14.76% 19999 0.04 1.00 source_web->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean)|| best of
13070713 4.9545935 100.00% ···· 0.000133487431 C· all
13073048 4.9557077 72.41% 34.48% 0.000135656198 CA cjxl_0.10.1_d0e11
13099921 4.9645365 65.52% ···· 0.008579520 C· all except cjxl_0.10.1_d0e11
13100483 4.9650588 58.62% ···· 0.01241154 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13102132 4.9652250 58.62% ···· 0.01353104 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13102253 4.9655886 58.62% ···· 0.01764196 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13108942 4.9675642 37.93% ···· 0.01791018 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13109055 4.9675980 37.93% ···· 0.01791411 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13116536 4.9702704 34.48% ···· 0.01800908 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13116657 4.9706340 34.48% ···· 0.0260876 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13117509 4.9716033 51.72% ···· 0.0273635 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13118088 4.9719543 51.72% ···· 0.0273858 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13124173 4.9734841 34.48% ···· 0.0283595 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
13124286 4.9735179 34.48% ···· 0.0283690 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
13124487 4.9736745 34.48% ···· 0.0283920 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13124600 4.9737083 34.48% ···· 0.0284015 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13132543 4.9777572 27.59% ···· 0.0299410 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
13133146 4.9781228 27.59% ···· 0.0299501 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13133767 4.9782225 27.59% ···· 0.0546911 CA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
13134370 4.9785880 27.59% ···· 0.0547794 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13141191 4.9799117 24.14% ···· 0.0546533 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
13141256 4.9799511 24.14% ···· 0.0547812 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13145466 4.9807061 27.59% ···· 0.0545109 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
13187202 4.9948767 24.14% ···· 0.0646492 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
13187315 4.9949106 24.14% ···· 0.0646925 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
13231377 5.0119177 6.90% ···· 0.0504771 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
13333708 5.0532281 ····· ···· 0.0436280 ·A cjxl_0.10.1_d0e10E3I100num_threads0
13393224 5.0803702 ····· ···· 0.0678811 C· cjxl_0.10.1_d0e10E3num_threads0
13673365 5.1835041 ····· ···· 0.0752720 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13700019 5.1966312 ····· ···· 0.0811826 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13722883 5.2066849 ····· ···· 0.0815959 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13757750 5.2148335 ····· ···· 0.0976829 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
13759236 5.2152434 ····· ···· 0.139528 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
13763076 5.2167047 ····· ···· 0.140889 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
13765897 5.2175309 ····· ···· 0.24802 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
13862547 5.2607665 ····· ···· 0.32699 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
14101979 5.3640964 ····· ···· 0.33419 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
18754145 7.0608073 ····· ···· 0.0596944 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean)| tag
21 100.00% 0.48 100.00% 21703 0.04 0.94 all
3 14.29% 0.54 16.12% 4703 0.04 1.02 emoji
3 14.29% 0.22 6.48% 320 0.00 1.08 game
2 9.52% 0.79 15.74% 4733 0.01 1.03 mosaic
6 28.57% 0.41 24.55% 2364 0.00 0.98 text
21 100.00% 0.48 100.00% 21703 0.04 0.94 ui
19 90.48% 0.48 90.78% 23499 0.04 0.95 visibly_opaque
2 9.52% 0.46 9.22% 4645 0.01 0.89 visibly_transparent
12 57.14% 0.57 68.49% 35038 0.06 0.90 DirectClass_sRGB
7 33.33% 0.41 28.68% 5008 0.01 1.02 DirectClass_sRGB_Alpha
2 9.52% 0.14 2.83% 126 0.00 0.94 PseudoClass_sRGB
4 19.05% 0.47 18.58% 7352 0.02 0.96 source_gnome_screenshot->exiftool
17 80.95% 0.48 81.42% 25080 0.04 0.94 source_imagemagick->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)| best of
1705493 1.139088 100.00% ···· 0.00018484484 C· all
1706055 1.140121 90.48% 57.14% 0.00018780117 CA cjxl_0.10.1_d0e11
1723861 1.151567 42.86% ···· 0.01431329 C· all except cjxl_0.10.1_d0e11
1730370 1.156728 23.81% ···· 0.0603235 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0
1730621 1.156825 19.05% ···· 0.0604417 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0
1730567 1.157304 19.05% ···· 0.0673880 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1730818 1.157401 14.29% ···· 0.0675039 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1732565 1.158451 23.81% ···· 0.0752139 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1732816 1.158548 19.05% ···· 0.0753822 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1734392 1.160112 23.81% ···· 0.0771782 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1734643 1.160209 19.05% ···· 0.0773246 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1734976 1.161143 19.05% ···· 0.0923958 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1735227 1.161240 14.29% ···· 0.0926032 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1738585 1.162047 19.05% ···· 0.0934763 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1738836 1.162144 14.29% ···· 0.0936495 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1740583 1.163194 23.81% ···· 0.103219 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1740834 1.163291 19.05% ···· 0.103509 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1742410 1.164855 23.81% ···· 0.107096 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1742661 1.164952 19.05% ···· 0.107333 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1742994 1.165886 19.05% ···· 0.138452 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1743245 1.165983 14.29% ···· 0.138820 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1744446 1.169769 9.52% ···· 0.140934 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1761958 1.210782 4.76% ···· 0.145604 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
1762726 1.215646 4.76% ···· 0.156162 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1798117 1.216437 4.76% ···· 0.16280 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
1800257 1.217856 4.76% ···· 0.17439 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
1806986 1.222317 4.76% ···· 0.22686 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
1817942 1.245193 4.76% ···· 0.30287 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
1875319 1.247482 14.29% ···· 0.18985 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1881483 1.254069 4.76% 4.76% 0.19353 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
1832467 1.256306 4.76% ···· 0.35038 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1975575 1.309334 4.76% ···· 0.107111 ·A cjxl_0.10.1_d0e10E3I100num_threads0
1989349 1.310721 ····· ···· 0.157958 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
1814207 1.311680 ····· ···· 0.31308 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1872575 1.349139 ····· ···· 0.26859 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
2054151 1.372856 ····· ···· 0.38641 C· cjxl_0.10.1_d0e10g3num_threads0
1978771 1.406200 4.76% ···· 0.131816 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
2133338 1.434210 ····· ···· 0.38951 C· cjxl_0.10.1_d0e10P1I100g2num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
2134086 1.435823 ····· ···· 0.39041 C· cjxl_0.10.1_d0e10P2I100g2num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
2138980 1.438667 ····· ···· 0.39679 C· cjxl_0.10.1_d0e10P1I100g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
2167513 1.463325 ····· ···· 0.62489 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
2184396 1.477545 ····· ···· 0.83002 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
2260330 1.502922 4.76% ···· 0.249405 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
2336244 1.542341 ····· ···· 0.362845 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
2407941 1.618258 4.76% 4.76% 0.60819 ·A cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
2584949 1.769074 4.76% ···· 0.59743 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
2583363 1.769726 4.76% ···· 0.72069 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
2959822 1.873578 ····· ···· 0.128905 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) tag
21 100.00% 0.38 100.00% 2720 0.01 0.92 all
6 28.57% 0.22 16.48% 694 0.00 1.01 game
6 28.57% 0.30 22.27% 139 0.00 0.92 reduced_palette
21 100.00% 0.38 100.00% 2720 0.01 0.92 text
6 28.57% 0.41 30.82% 2364 0.00 0.98 ui
21 100.00% 0.38 100.00% 2720 0.01 0.92 visibly_opaque
12 57.14% 0.45 67.64% 4215 0.01 0.87 DirectClass_sRGB
2 9.52% 0.29 7.33% 2816 0.01 1.23 DirectClass_sRGB_Alpha
1 4.76% 0.45 5.63% 26 0.00 0.54 PseudoClass_Gray
6 28.57% 0.26 19.40% 148 0.00 0.97 PseudoClass_sRGB
1 4.76% 0.37 4.64% 5193 0.01 0.94 source_gnome_screenshot->exiftool
20 95.24% 0.38 95.36% 2597 0.01 0.92 source_imagemagick->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean)| best of
601917 0.5813768 100.00% ···· 0.00029115979 C· all
603391 0.5833111 66.67% 42.86% 0.00029427043 CA cjxl_0.10.1_d0e11
613970 0.5914019 57.14% ···· 0.0293780 C· all except cjxl_0.10.1_d0e11
619137 0.5972862 33.33% ···· 0.0781561 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
620516 0.5975972 19.05% ···· 0.0921072 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
619422 0.5976480 38.10% ···· 0.11283 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
620555 0.5988129 19.05% ···· 0.11659 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
620973 0.5995550 19.05% ···· 0.12535 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
621074 0.5997290 14.29% ···· 0.14274 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
626999 0.6036012 4.76% ···· 0.16038 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
629210 0.6068196 4.76% ···· 0.17819 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
629339 0.6069283 4.76% ···· 0.18754 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
626073 0.6090979 14.29% ···· 0.19618 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
626556 0.6099547 14.29% ···· 0.22222 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
626657 0.6101287 9.52% ···· 0.27699 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
651693 0.6452136 14.29% ···· 0.28935 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
670730 0.6541454 ····· ···· 0.36893 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
679136 0.6658394 ····· ···· 0.47330 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
679962 0.6667565 ····· ···· 0.54286 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
686096 0.6778610 4.76% ···· 0.30913 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
674796 0.6819675 9.52% ···· 0.39878 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
706048 0.6898283 ····· ···· 0.54599 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0
694630 0.6946041 4.76% ···· 0.31455 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
725068 0.7169144 4.76% ···· 0.57056 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
752446 0.7401785 4.76% ···· 0.57087 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0
791963 0.7643803 4.76% ···· 0.62818 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
785185 0.7688649 ····· ···· 0.16319 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
805967 0.7773074 ····· ···· 1.2447 CA cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
749852 0.7867716 4.76% ···· 0.17476 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
865115 0.8381225 4.76% ···· 1.468 CA cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
906716 0.8508403 4.76% ···· 0.39149 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
906253 0.8711707 23.81% 23.81% 0.80858 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1023137 0.9812560 4.76% 4.76% 0.97622 ·A cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean)| tag
64 100.00% 0.25 100.00% 33295 0.14 1.00 all
32 50.00% 0.25 50.00% 15063 0.06 1.00 albedo
32 50.00% 0.25 50.00% 51528 0.21 1.00 normal
64 100.00% 0.25 100.00% 33295 0.14 1.00 texture
64 100.00% 0.25 100.00% 33295 0.14 1.00 visibly_opaque
60 93.75% 0.25 93.44% 35505 0.15 1.00 DirectClass_sRGB
4 6.25% 0.26 6.56% 150 0.00 1.00 PseudoClass_sRGB
40 62.50% 0.25 62.30% 41995 0.18 1.00 source_gimp
24 37.50% 0.25 37.70% 18796 0.07 1.00 source_imagemagick->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean)|| best of
12965193 6.502834 100.00% ···· 0.000170444828 C· all
12967236 6.503874 73.44% 20.31% 0.000172638187 CA cjxl_0.10.1_d0e11
12970154 6.505239 79.69% ···· 0.01375452 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12970189 6.505256 78.12% ···· 0.01375708 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12970273 6.505296 78.12% ···· 0.01413318 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12970308 6.505312 76.56% ···· 0.01413628 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12970453 6.505382 73.44% ···· 0.0189683 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12970488 6.505398 71.88% ···· 0.0189735 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12972574 6.506393 70.31% ···· 0.0189736 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12972609 6.506410 68.75% ···· 0.0189788 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12973941 6.507110 46.88% ···· 0.0289199 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
12975102 6.507664 43.75% ···· 0.0289370 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
12981008 6.510480 42.19% ···· 0.0506041 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
12982169 6.511034 39.06% ···· 0.0506836 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
13234839 6.667137 32.81% ···· 0.0562011 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13235928 6.667656 29.69% ···· 0.0562452 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
13236290 6.668007 26.56% 1.56% 0.0570319 CA cjxl_0.10.1_d0e10E3I99g3num_threads0
13236325 6.668024 25.00% ···· 0.0570951 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13323344 6.707863 4.69% ···· 0.0662024 C· cjxl_0.10.1_d0e10E3I100num_threads0
13358785 6.727911 ····· ···· 0.0681730 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
13358488 6.728352 ····· ···· 0.0688015 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13359740 6.728844 ····· ···· 0.0706836 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
13361274 6.729680 ····· ···· 0.0745142 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
13378239 6.737770 ····· ···· 0.0977445 C· cjxl_0.10.1_d0e10E3num_threads0
13574288 6.836216 ····· ···· 0.107408 C· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
13576040 6.837944 ····· ···· 0.126262 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
13586564 6.844290 ····· ···· 0.139605 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
13654463 6.876667 ····· ···· 0.23271 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
13759011 6.932068 ····· ···· 0.29720 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
13869927 6.996495 ····· ···· 0.30552 C· cjxl_0.10.1_d0e10P1I100g3num_threads0
13869981 6.996521 ····· ···· 0.30690 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
13909627 7.001784 ····· ···· 0.30890 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
14884347 7.452208 4.69% ···· 0.0689160 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
17610295 8.915373 ····· ···· 0.37385 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
20496623 10.36949 ····· ···· 0.70925 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
20496786 10.36957 ····· ···· 0.71217 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean)| tag
56 100.00% 0.21 100.00% 27049 0.13 1.00 all
56 100.00% 0.21 100.00% 27049 0.13 1.00 logo
56 100.00% 0.21 100.00% 27049 0.13 1.00 visibly_transparent
5 8.93% 0.16 6.83% 915 0.01 1.01 DirectClass_Gray_Alpha
51 91.07% 0.22 93.17% 29611 0.14 1.00 DirectClass_sRGB_Alpha
56 100.00% 0.21 100.00% 27049 0.13 1.00 source_app->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)| best of
4601834 3.143807 100.00% ···· 0.00017473063 C· all
4607899 3.147289 67.86% 32.14% 0.00017833208 CA cjxl_0.10.1_d0e11
4606849 3.147626 67.86% ···· 0.009526999 C· all except cjxl_0.10.1_d0e11
4608795 3.148832 62.50% ···· 0.01584666 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
4608783 3.148998 44.64% ···· 0.0165793 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
4608897 3.149030 60.71% ···· 0.0173469 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
4608852 3.149175 42.86% ···· 0.0181076 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
4609046 3.149295 41.07% ···· 0.0181339 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
4610362 3.149977 41.07% ···· 0.0203562 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
4610431 3.150154 39.29% ···· 0.0225185 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
4610990 3.150946 41.07% ···· 0.0235177 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
4611062 3.150990 39.29% ···· 0.0235610 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
4612914 3.152158 37.50% ···· 0.0316620 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4618451 3.155479 26.79% ···· 0.0318709 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
4618894 3.155527 28.57% ···· 0.0321775 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
4622117 3.157481 30.36% ···· 0.0349489 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
4622189 3.157525 28.57% ···· 0.0350543 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
4624367 3.158953 26.79% ···· 0.0413858 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
4626815 3.160782 26.79% ···· 0.0451237 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
4626866 3.160814 26.79% ···· 0.0453601 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
4627176 3.161006 26.79% ···· 0.0457473 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
4627847 3.161422 26.79% ···· 0.0491894 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P1I100g2num_threads0
4627963 3.161494 26.79% ···· 0.0499114 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
4628470 3.161809 26.79% ···· 0.0502370 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
4628664 3.161929 26.79% ···· 0.0566052 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4633982 3.164975 16.07% ···· 0.0567853 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
4634425 3.165023 17.86% ···· 0.0576577 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
4649857 3.180064 19.64% ···· 0.0622552 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
4650159 3.180251 19.64% ···· 0.0662119 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
4650321 3.180352 19.64% ···· 0.0799187 CA cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
4658245 3.185766 21.43% 1.79% 0.0789121 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
4718676 3.229725 10.71% ···· 0.0792842 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
4798001 3.281660 1.79% ···· 0.0602314 ·A cjxl_0.10.1_d0e10E3I100num_threads0
4807526 3.295070 7.14% ···· 0.0840538 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
4845381 3.314451 ····· ···· 0.0982849 C· cjxl_0.10.1_d0e10E3num_threads0
4974444 3.420066 7.14% ···· 0.104738 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
4975722 3.421135 8.93% ···· 0.103608 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
5003256 3.429157 ····· ···· 0.116486 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
5013740 3.435862 ····· ···· 0.123078 C· cjxl_0.10.1_d0e10P6I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
5016854 3.437793 ····· ···· 0.127709 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
5025754 3.443311 ····· ···· 0.127815 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
5025813 3.443348 ····· ···· 0.172639 C· cjxl_0.10.1_d0e10g3num_threads0
5116995 3.510017 ····· ···· 0.21247 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
5120276 3.511823 ····· ···· 0.21735 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
5124527 3.515577 ····· ···· 0.36470 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
5186887 3.556948 ····· ···· 0.50081 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
5476349 3.759168 ····· ···· 0.51493 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
7856780 5.362419 ····· ···· 0.74921 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) tag
24 100.00% 0.02 100.00% 4940 0.29 1.00 all
24 100.00% 0.02 100.00% 4940 0.29 1.00 icon
12 50.00% 0.02 48.30% 7272 0.38 1.00 visibly_opaque
12 50.00% 0.02 51.70% 2607 0.20 1.00 visibly_transparent
7 29.17% 0.01 25.16% 6515 0.45 1.00 DirectClass_sRGB
17 70.83% 0.02 74.84% 4291 0.22 1.00 DirectClass_sRGB_Alpha
4 16.67% 0.00 3.58% 694 0.17 1.00 source_app
20 83.33% 0.02 96.42% 5789 0.31 1.00 source_app->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean) best of
321558 6.20712 100.00% ···· 0.0001325407 C· all
321567 6.20761 87.50% ···· 0.0079250 C· all except cjxl_0.10.1_d0e11
321662 6.20811 87.50% 12.50% 0.0001348047 ·A cjxl_0.10.1_d0e11
321671 6.20860 75.00% ···· 0.0097656 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
321840 6.20915 75.00% ···· 0.011785 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
321844 6.20948 70.83% ···· 0.012274 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
322016 6.21273 66.67% ···· 0.013672 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
322020 6.21306 62.50% ···· 0.014343 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
322379 6.22049 66.67% ···· 0.018246 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
322383 6.22082 62.50% ···· 0.019457 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
322379 6.22616 33.33% ···· 0.020075 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
323383 6.24117 62.50% ···· 0.021529 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10I100num_threads0
323384 6.24661 33.33% ···· 0.022228 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10I100num_threads0
324031 6.25410 58.33% ···· 0.024466 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
324035 6.25443 54.17% ···· 0.026990 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
323691 6.25904 58.33% ···· 0.027202 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
323695 6.25936 54.17% ···· 0.030016 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
323774 6.26639 25.00% ···· 0.030749 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
325031 6.27445 58.33% ···· 0.044652 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
325035 6.27478 54.17% ···· 0.053699 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
325388 6.28625 37.50% ···· 0.053392 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
325679 6.29653 16.67% ···· 0.053732 CA cjxl_0.10.1_d0e10E3I99g3num_threads0
324396 6.31928 25.00% ···· 0.034013 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
324525 6.32906 54.17% ···· 0.033161 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
332765 6.45035 ····· ···· 0.056637 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
334567 6.48338 ····· ···· 0.057701 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
334611 6.48716 ····· ···· 0.072330 C· cjxl_0.10.1_d0e10E3num_threads0
341513 6.63603 ····· ···· 0.08903 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
342321 6.65179 ····· ···· 0.09102 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
342393 6.65429 ····· ···· 0.1253 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
343415 6.67581 ····· ···· 0.1630 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
344942 6.70688 ····· ···· 0.2460 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
351762 6.84290 ····· ···· 0.3407 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
364213 7.14308 4.17% ···· 0.3061 ·A cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
437464 8.32690 ····· ···· 0.3625 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
469206 8.34098 12.50% ···· 0.052951 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
526269 9.86112 ····· ···· 0.4750 C· cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
602047 11.6862 ····· ···· 0.781 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) tag
63 100.00% 0.18 100.00% 318 0.00 1.01 all
63 100.00% 0.18 100.00% 318 0.00 1.01 pixel_art
59 93.65% 0.17 90.43% 338 0.00 1.00 visibly_opaque
4 6.35% 0.27 9.57% 26 0.00 1.02 visibly_transparent
2 3.17% 0.20 3.56% 9056 0.09 1.00 DirectClass_sRGB
2 3.17% 0.22 4.01% 2 0.00 0.93 PseudoClass_Gray
55 87.30% 0.17 82.86% 33 0.00 1.01 PseudoClass_sRGB
4 6.35% 0.27 9.57% 26 0.00 1.02 PseudoClass_sRGB_Alpha
63 100.00% 0.18 100.00% 318 0.00 1.01 source_imagemagick->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)| best of
1073151 0.852247 100.00% ···· 0.00034936141 C· all
1074133 0.852882 80.95% ···· 0.0243470 C· all except cjxl_0.10.1_d0e11
1075845 0.853395 65.08% 19.05% 0.00035476728 ·A cjxl_0.10.1_d0e11
1078483 0.855225 41.27% ···· 0.0724742 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1078546 0.855252 41.27% ···· 0.0726664 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1077375 0.855288 36.51% ···· 0.0741702 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1076914 0.855293 46.03% ···· 0.0742649 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1077438 0.855314 36.51% ···· 0.0743835 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1079527 0.855600 39.68% ···· 0.0761524 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1079061 0.855606 49.21% ···· 0.0762655 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1079590 0.855626 39.68% ···· 0.0764730 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1083216 0.856327 39.68% ···· 0.0766306 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1077655 0.856781 31.75% ···· 0.0767049 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1083759 0.856853 44.44% ···· 0.0820963 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1084319 0.856881 34.92% ···· 0.0823564 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1082431 0.857082 49.21% ···· 0.0834441 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10I100num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1084578 0.857395 52.38% ···· 0.0860225 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10I100num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1078103 0.857456 34.92% ···· 0.0866764 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1078586 0.857501 25.40% ···· 0.0867804 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1083853 0.857771 30.16% ···· 0.0886727 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1083220 0.858067 36.51% ···· 0.0887553 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1086006 0.858085 33.33% ···· 0.0915646 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1085719 0.858189 36.51% ···· 0.111437 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2num_threads0
1086111 0.858235 36.51% ···· 0.111832 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0
1085853 0.858239 36.51% ···· 0.112104 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1084729 0.858293 31.75% ···· 0.116236 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1086897 0.858614 34.92% ···· 0.120634 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1088489 0.859093 34.92% ···· 0.125695 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1087365 0.859146 30.16% ···· 0.131002 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1089533 0.859467 33.33% ···· 0.13594 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1090775 0.859984 33.33% ···· 0.13677 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1093159 0.860169 33.33% ···· 0.13697 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1086791 0.860428 23.81% ···· 0.138346 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0
1086838 0.860617 20.63% ···· 0.14919 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0
1086204 0.860640 20.63% ···· 0.14958 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1094262 0.860723 28.57% ···· 0.15605 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1095504 0.861240 28.57% ···· 0.15727 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1088840 0.861494 19.05% ···· 0.17459 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1090082 0.862011 19.05% ···· 0.17523 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1101902 0.874766 6.35% ···· 0.18270 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1105516 0.878337 22.22% ···· 0.18951 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1106758 0.878855 22.22% ···· 0.19078 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1109303 0.879252 22.22% ···· 0.19254 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1110545 0.879769 22.22% ···· 0.19373 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1110792 0.879856 1.59% ···· 0.21973 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1130372 0.886887 17.46% ···· 0.23125 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1131614 0.887404 17.46% ···· 0.23329 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1130140 0.888174 23.81% 3.17% 0.23082 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1135381 0.891127 22.22% 1.59% 0.23084 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
1128777 0.898565 4.76% ···· 0.23436 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1134494 0.899228 4.76% ···· 0.23550 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1130223 0.904649 6.35% ···· 0.27626 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1131780 0.904726 9.52% ···· 0.28207 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1138540 0.914292 1.59% ···· 0.30866 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
1147492 0.916533 7.94% ···· 0.37850 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1152736 0.917724 4.76% ···· 0.37896 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1153742 0.923506 15.87% ···· 0.38440 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1178938 0.930662 4.76% ···· 0.40115 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1169599 0.934493 6.35% ···· 0.55668 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1211353 0.949547 3.17% ···· 0.60764 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1222994 0.970743 9.52% ···· 0.18475 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1231864 0.973093 4.76% ···· 0.83025 C· cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1236735 0.975580 6.35% ···· 0.84420 CA cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1235422 0.976461 4.76% ···· 1.1526 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1240704 0.976970 4.76% ···· 1.2060 CA cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1280037 0.990350 4.76% ···· 0.100876 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1230774 0.992597 1.59% 1.59% 1.1275 ·A cjxl_0.10.1_d0e10P5I100g3num_threads0
1261544 1.00078 1.59% 1.59% 1.1620 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1251365 1.00580 1.59% 1.59% 1.4526 CA cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1298981 1.04471 11.11% ···· 0.69099 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1302338 1.04655 9.52% ···· 0.61718 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1330307 1.05408 1.59% 1.59% 1.0487 ·A cjxl_0.10.1_d0e10P11I100g3num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) tag
18 100.00% 0.54 100.00% 219 0.00 1.01 all
18 100.00% 0.54 100.00% 219 0.00 1.01 pixel_art_scaled
11 61.11% 0.55 61.84% 196 0.00 1.01 watermark
16 88.89% 0.55 90.86% 241 0.00 1.01 visibly_opaque
2 11.11% 0.44 9.14% 45 0.00 1.00 visibly_transparent
7 38.89% 0.58 41.50% 508 0.00 1.00 DirectClass_sRGB
6 33.33% 0.38 23.63% 38 0.00 1.00 DirectClass_sRGB_Alpha
5 27.78% 0.68 34.87% 32 0.00 1.01 PseudoClass_sRGB
9 50.00% 0.60 55.89% 232 0.00 1.01 source_imagemagick->exiftool
6 33.33% 0.45 27.69% 94 0.00 1.00 source_web
3 16.67% 0.53 16.42% 432 0.00 1.00 source_web->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)| best of
186210 0.157422 100.00% ··· 0.00026103658 C· all
186228 0.157431 94.44% ··· 0.118915 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
186977 0.157805 94.44% 5.56% 0.00026170422 ·A cjxl_0.10.1_d0e11
186995 0.157814 88.89% ··· 0.18422 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
188814 0.159628 72.22% ··· 0.23141 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
189172 0.159956 72.22% ··· 0.26993 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
190224 0.161158 72.22% ··· 0.29663 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
191883 0.162898 72.22% ··· 0.37048 CA cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
196943 0.168219 5.56% 5.56% 0.35571 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
213523 0.180348 ····· ··· 0.43158 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
213655 0.180476 16.67% ··· 0.45026 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
215500 0.182478 11.11% ··· 0.45662 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
216667 0.183705 ····· ··· 0.49028 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
218129 0.184889 ····· ··· 0.64615 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
218547 0.185749 ····· ··· 0.70036 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
219977 0.186899 ····· ··· 1.0559 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
230004 0.190867 16.67% ··· 0.57899 ·A cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
249798 0.207982 ····· ··· 2.146 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
271153 0.232837 ····· ··· 2.214 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) | tag
21 100.00% 0.51 100.00% 147425 0.32 1.00 all
21 100.00% 0.51 100.00% 147425 0.32 1.00 machine_learning
10 47.62% 0.57 53.29% 129303 0.24 1.00 photo_like
21 100.00% 0.51 100.00% 147425 0.32 1.00 visibly_opaque
21 100.00% 0.51 100.00% 147425 0.32 1.00 DirectClass_sRGB
14 66.67% 0.46 60.92% 157658 0.38 1.00 source_imagemagick->exiftool
7 33.33% 0.59 39.08% 126959 0.22 1.00 source_web->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)| best of
10127783 7.729324 100.00% ···· 0.00011550903 C· all
10128319 7.730087 90.48% ···· 0.008099726 C· all except cjxl_0.10.1_d0e11
10129620 7.731442 71.43% ···· 0.0131884 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10129645 7.731464 66.67% ···· 0.0131899 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10130958 7.732637 47.62% ···· 0.0132465 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10131337 7.733058 66.67% ···· 0.0132799 C· cjxl_0.10.1_d0e10E3I100g0num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10131362 7.733081 61.90% ···· 0.0132813 C· cjxl_0.10.1_d0e10E3I100g0num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133115 7.733146 57.14% ···· 0.0143544 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10133594 7.733352 57.14% ···· 0.0143632 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10133575 7.733356 52.38% ···· 0.0143650 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10134101 7.734149 33.33% ···· 0.0144326 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10132598 7.734338 61.90% ···· 0.0145141 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10132623 7.734361 57.14% ···· 0.0145160 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133936 7.735534 38.10% ···· 0.0145797 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133829 7.735978 61.90% ···· 0.0184788 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133854 7.736001 57.14% ···· 0.0184816 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10135444 7.737496 38.10% ···· 0.0185886 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10137324 7.737683 47.62% ···· 0.0208530 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10137803 7.737889 47.62% ···· 0.0208724 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10137784 7.737892 42.86% ···· 0.0208761 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10137270 7.738157 61.90% 9.52% 0.00011719113 ·A cjxl_0.10.1_d0e11
10138587 7.739007 23.81% ···· 0.0210133 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10143393 7.747285 52.38% ···· 0.0211483 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10143418 7.747307 47.62% ···· 0.0211528 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10146888 7.748989 38.10% ···· 0.0243356 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10147367 7.749196 38.10% ···· 0.0243650 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10147348 7.749199 33.33% ···· 0.0243713 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10148467 7.750691 14.29% ···· 0.0245511 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10147462 7.750758 52.38% ···· 0.0307462 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10147487 7.750780 47.62% ···· 0.0307553 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10150957 7.752462 38.10% ···· 0.0379572 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10151436 7.752668 38.10% ···· 0.0380296 CA cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10151417 7.752672 33.33% ···· 0.0380447 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10152896 7.754656 14.29% ···· 0.0385179 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10152896 7.754656 14.29% ···· 0.0385142 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
10190791 7.776723 9.52% ···· 0.0465862 C· cjxl_0.10.1_d0e10E3I100g2num_threads0
10190791 7.776723 9.52% ···· 0.0465749 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
10184657 7.785109 14.29% ···· 0.0477714 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10224089 7.801101 9.52% ···· 0.0459188 ·A cjxl_0.10.1_d0e10E3I100num_threads0
10221585 7.807260 ····· ···· 0.0506667 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
10248574 7.822292 ····· ···· 0.0506715 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
10254462 7.828645 ····· ···· 0.0521601 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
10254876 7.828824 ····· ···· 0.0521897 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
10255293 7.829003 ····· ···· 0.0681660 C· cjxl_0.10.1_d0e10E3num_threads0
10235216 7.839151 14.29% ···· 0.0878788 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
10236855 7.841163 14.29% ···· 0.0893294 C· cjxl_0.10.1_d0e10P11I100g3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10237408 7.841349 14.29% ···· 0.0898352 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
10237459 7.841423 14.29% 14.29% 0.16228 CA cjxl_0.10.1_d0e10P14I100g3num_threads0
10317967 7.875121 4.76% ···· 0.0474143 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
10321415 7.914382 ····· ···· 0.20135 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
10461258 8.026354 ····· ···· 0.22820 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
10525990 8.086887 ····· ···· 0.22885 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
colors/px (mean)
images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) | tag
12 100.00% 0.47 100.00% 27185 0.04 1.00 all
12 100.00% 0.47 100.00% 27185 0.04 1.00 algorithmic
1 8.33% 0.26 4.61% 6 0.00 1.00 fractal
4 33.33% 0.49 34.84% 81484 0.11 1.01 jxl_art
7 58.33% 0.49 60.55% 39 0.00 1.00 larip
12 100.00% 0.47 100.00% 27185 0.04 1.00 visibly_opaque
2 16.67% 0.55 19.19% 103478 0.11 1.01 DirectClass_sRGB
2 16.67% 0.44 15.65% 59490 0.10 1.00 DirectClass_sRGB_Alpha
7 58.33% 0.49 60.80% 39 0.00 1.00 PseudoClass_Gray
1 8.33% 0.25 4.37% 9 0.00 1.00 PseudoClass_sRGB
8 66.67% 0.46 65.16% 35 0.00 1.00 source_imagemagick->exiftool
4 33.33% 0.49 34.84% 81484 0.11 1.01 source_web->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean)| best of
446370 0.5036265 100.00% 25.00% 0.00041254192 CA cjxl_0.10.1_d0e11
448430 0.5092062 75.00% ···· 0.0398560 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
448570 0.5095819 58.33% ···· 0.0519816 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
448694 0.5111617 75.00% ···· 0.0540776 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
450991 0.5111959 58.33% ···· 0.0605426 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
451115 0.5127757 75.00% ···· 0.0630864 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
451190 0.5133313 75.00% ···· 0.0712952 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
452177 0.5203482 75.00% ···· 0.0722458 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
461238 0.5222877 41.67% ···· 0.074707 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
461362 0.5238675 58.33% ···· 0.078982 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
458747 0.5239752 16.67% ···· 0.102466 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0
458751 0.5239802 16.67% ···· 0.104618 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
458880 0.5241425 16.67% ···· 0.110665 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
461168 0.5255892 16.67% ···· 0.151030 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0
461172 0.5255942 16.67% ···· 0.153948 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
461308 0.5257637 8.33% ···· 0.165681 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
461318 0.5257779 16.67% ···· 0.167829 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
461646 0.5279133 16.67% ···· 0.168886 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
463319 0.5316902 16.67% ···· 0.18560 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
463690 0.5324460 16.67% ···· 0.20375 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
470964 0.5361221 ····· ···· 0.20909 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
471444 0.5367172 ····· ···· 0.20965 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
471981 0.5373906 ····· ···· 0.23653 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
474040 0.5460220 ····· ···· 0.23839 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
474630 0.5474012 ····· ···· 0.26917 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
472183 0.5506605 ····· ···· 0.17566 ·A cjxl_0.10.1_d0e10E3I100num_threads0
475500 0.5565905 ····· ···· 0.28251 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
476902 0.5595250 ····· ···· 0.32820 C· cjxl_0.10.1_d0e10E3num_threads0
508329 0.5700836 ····· ···· 0.33475 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
530736 0.5719679 16.67% ···· 0.37738 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0
530740 0.5719729 16.67% ···· 0.38296 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
530824 0.5720774 8.33% ···· 0.38530 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
530876 0.5721424 8.33% ···· 0.47394 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
530921 0.5722006 16.67% ···· 0.49645 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
533095 0.5784012 16.67% ···· 0.49813 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
533293 0.5788687 16.67% ···· 0.64127 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
577250 0.6115737 ····· ···· 0.70824 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
571284 0.6185934 ····· ···· 0.84009 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2num_threads0
571388 0.6187249 ····· ···· 0.94260 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
574220 0.6288643 ····· ···· 0.97924 C· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
582030 0.6357568 ····· ···· 1.0647 C· cjxl_0.10.1_d0e10g3num_threads0
623962 0.6629081 ····· ···· 1.2686 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
585916 0.6636748 ····· ···· 1.7671 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
549999 0.6921276 16.67% ···· 0.64487 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
632375 0.7125701 ····· ···· 2.3997 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1145476 1.115457 ····· ···· 3.5035 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1321160 1.271530 41.67% ···· 0.17574 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1342414 1.420117 58.33% ···· 0.29932 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
patches/no patches (mean) colors/px (mean)
images Mpx (mean) colors/px (mean) images Mpx (mean) | patches/no patches (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
47 100.00% 0.52 100.00% 47013 0.12 1.00 all 2 4.26% 0.92 7.56% 16480 0.02 1.00 thumbnail
4 8.51% 0.64 10.45% 90616 0.13 1.00 3d 2 4.26% 0.69 5.65% 154736 0.22 1.00 watermark
8 17.02% 0.60 19.79% 115184 0.25 1.00 album_art 45 95.74% 0.52 96.69% 46605 0.12 1.00 visibly_opaque
1 2.13% 0.08 0.33% 45979 0.57 1.00 boxed 2 4.26% 0.40 3.31% 56192 0.13 1.00 visibly_transparent
4 8.51% 0.66 10.86% 3856 0.01 0.98 chart 34 72.34% 0.58 80.84% 47954 0.12 1.00 DirectClass_sRGB
1 2.13% 0.87 3.59% 55942 0.06 1.00 dither_mean 9 19.15% 0.42 15.50% 64331 0.16 1.00 DirectClass_sRGB_Alpha
2 4.26% 0.63 5.19% 17820 0.03 1.00 edit 2 4.26% 0.14 1.12% 42 0.00 1.01 PseudoClass_Gray
9 19.15% 0.60 22.25% 6789 0.01 0.98 game 2 4.26% 0.31 2.55% 58 0.00 1.00 PseudoClass_sRGB
1 2.13% 0.08 0.33% 45979 0.57 1.00 lossy 1 2.13% 0.92 3.78% 29867 0.03 1.00 source_gimp
12 25.53% 0.39 19.14% 33654 0.09 1.03 misc 1 2.13% 0.43 1.77% 72842 0.17 1.00 source_gnome_screenshot->exiftool
5 10.64% 0.30 6.15% 39366 0.17 1.00 mixed 33 70.21% 0.51 69.25% 32424 0.10 1.00 source_imagemagick->exiftool
3 6.38% 0.38 4.68% 55528 0.15 1.00 optical_illusion 9 19.15% 0.56 20.86% 102445 0.22 1.00 source_unknown->exiftool
1 2.13% 0.08 0.33% 45979 0.57 1.00 painting 2 4.26% 0.26 2.14% 5932 0.02 1.00 source_web
2 4.26% 0.40 3.28% 46824 0.13 1.00 stereogram 1 2.13% 0.54 2.21% 103062 0.19 1.00 source_web->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)|| best of
13208803 4.505332 100.00% ···· 0.000170984375 C· all
13219774 4.508414 82.98% ···· 0.007629148 C· all except cjxl_0.10.1_d0e11
13245953 4.516383 40.43% ···· 0.02681041 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13247295 4.516733 44.68% ···· 0.02684244 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13245191 4.516822 38.30% ···· 0.02690391 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13244403 4.518016 57.45% ···· 0.02767273 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13246357 4.518601 51.06% ···· 0.02771377 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13247359 4.519085 51.06% ···· 0.02794317 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13260496 4.522115 40.43% ···· 0.02822244 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13260849 4.522425 34.04% ···· 0.02851890 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13260730 4.522547 34.04% ···· 0.03173428 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13262862 4.522927 36.17% ···· 0.03184333 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g2num_threads0
13262812 4.522944 38.30% ···· 0.03317171 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13262991 4.522995 34.04% ···· 0.03740328 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13264338 4.523570 34.04% ···· 0.03747275 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13281354 4.528340 29.79% ···· 0.03758754 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13281513 4.528559 34.04% ···· 0.03778895 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13265856 4.529381 59.57% 17.02% 0.000175449708 ·A cjxl_0.10.1_d0e11
13367694 4.541775 36.17% ···· 0.04137472 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13368333 4.542040 40.43% ···· 0.04145868 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13368072 4.542676 34.04% ···· 0.04158372 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13365441 4.543323 53.19% ···· 0.04417804 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13368397 4.544392 46.81% ···· 0.04480634 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13381290 4.547324 36.17% ···· 0.04527756 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13381534 4.547423 36.17% ···· 0.04538534 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13382351 4.547558 38.30% ···· 0.04548972 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13382595 4.547656 38.30% ···· 0.04557039 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13382297 4.547896 34.04% ···· 0.0463076 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13382471 4.547939 29.79% ···· 0.0550748 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13384603 4.548319 31.91% ···· 0.0555864 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P0I100g2num_threads0
13384553 4.548337 34.04% ···· 0.0603603 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13384732 4.548387 29.79% ···· 0.0743438 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13385376 4.548878 29.79% ···· 0.0746868 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13402551 4.553866 29.79% ···· 0.0763806 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13439725 4.572586 23.40% ···· 0.0772332 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
13440369 4.573076 23.40% ···· 0.0776214 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
13457768 4.577877 19.15% ···· 0.0776567 C· cjxl_0.10.1_d0e10E3I100g3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
13457197 4.578005 23.40% ···· 0.0790278 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
13459406 4.578511 21.28% ···· 0.0796768 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
13511322 4.609952 19.15% ···· 0.0895753 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2num_threads0
13512422 4.610490 19.15% ···· 0.0905406 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
13513804 4.611166 19.15% ···· 0.110740 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
13515379 4.612269 19.15% ···· 0.111219 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
13541193 4.625099 19.15% ···· 0.112423 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
13542700 4.626198 19.15% ···· 0.112900 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
13555546 4.629593 19.15% ···· 0.113353 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
13582967 4.643336 19.15% ···· 0.141742 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
13585376 4.644961 19.15% 2.13% 0.142485 CA cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13606389 4.649678 14.89% ···· 0.143095 C· cjxl_0.10.1_d0e10E3I100g3num_threads0
13606726 4.650432 19.15% 2.13% 0.146824 CA cjxl_0.10.1_d0e10E3I99g3num_threads0
13610554 4.651206 14.89% ···· 0.143167 ·A cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
13634608 4.662632 23.40% ···· 0.140410 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13649761 4.672933 17.02% ···· 0.0848691 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
13972466 4.773944 10.64% ···· 0.109274 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
13905268 4.843615 8.51% ···· 0.157794 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
13906298 4.844470 8.51% ···· 0.159254 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
13924488 4.849457 6.38% ···· 0.160019 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
14335405 4.854419 10.64% ···· 0.176853 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
14415455 4.883550 4.26% ···· 0.186323 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
14431329 4.898406 10.64% ···· 0.203968 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
14469403 4.920658 ····· ···· 0.253299 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
14570575 4.966459 ····· ···· 0.296121 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
14644582 5.011985 ····· ···· 0.460645 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
14674009 5.024325 ····· ···· 0.61457 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
15019724 5.223622 2.13% ···· 0.0853776 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
15504885 5.388981 4.26% ···· 0.0855361 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
16782333 5.753496 10.64% 10.64% 0.447560 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
17035745 5.843631 2.13% ···· 0.286180 ·A cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
17044676 5.846282 2.13% 2.13% 0.281079 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
20674718 7.118173 2.13% ···· 0.277336 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
20179448 7.180861 4.26% ···· 0.0867521 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
20406048 7.195551 4.26% ···· 0.467816 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
patches/no patches (mean) patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean) images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag | share | share | colors/px (mean) tag
447 100.00% 0.36 100.00% 38565 0.11 1.00 0.93 all 65 14.54% 0.51 20.17% 73192 0.16 1.00 0.85 photo
4 0.89% 0.64 1.56% 90616 0.13 1.00 0.83 3d 10 2.24% 0.57 3.48% 129303 0.24 1.00 0.82 photo_like
32 7.16% 0.25 4.91% 15063 0.06 1.00 0.88 albedo 71 15.88% 0.19 8.17% 475 0.00 1.01 0.89 pixel_art
8 1.79% 0.60 2.96% 115184 0.25 1.00 1.24 album_art 19 4.25% 0.55 6.38% 711 0.00 1.01 1.99 pixel_art_scaled
12 2.68% 0.47 3.49% 27185 0.04 1.00 1.01 algorithmic 6 1.34% 0.30 1.10% 139 0.00 0.92 0.87 reduced_palette
2 0.45% 0.22 0.27% 60575 0.39 1.00 0.82 boxed 8 1.79% 0.28 1.37% 1714 0.01 1.02 1.10 sprite_sheet
4 0.89% 0.66 1.63% 3856 0.01 0.98 1.00 chart 2 0.45% 0.40 0.49% 46824 0.13 1.00 0.92 stereogram
29 6.49% 0.68 12.12% 78086 0.11 1.00 0.75 digital_painting 21 4.70% 0.38 4.93% 2720 0.01 0.92 0.95 text
1 0.22% 0.87 0.54% 55942 0.06 1.00 0.88 dither_mean 64 14.32% 0.25 9.82% 33295 0.14 1.00 0.86 texture
11 2.46% 0.48 3.25% 52459 0.14 1.00 0.81 edit 2 0.45% 0.92 1.13% 16480 0.02 1.00 0.75 thumbnail
3 0.67% 0.54 1.00% 4703 0.04 1.02 0.94 emoji 23 5.15% 0.48 6.80% 27334 0.05 0.95 1.07 ui
3 0.67% 0.64 1.18% 91576 0.14 1.00 0.80 film 35 7.83% 0.65 13.88% 85388 0.13 1.00 1.17 watermark
1 0.22% 0.26 0.16% 6 0.00 1.00 0.37 fractal 355 79.42% 0.40 86.16% 41590 0.11 0.99 0.93 visibly_opaque
18 4.03% 0.47 5.16% 7802 0.02 1.00 0.84 game 92 20.58% 0.24 13.84% 26894 0.12 1.00 0.91 visibly_transparent
9 2.01% 0.33 1.85% 7314 0.02 1.02 1.06 game_asset 5 1.12% 0.16 0.50% 915 0.01 1.01 1.13 DirectClass_Gray_Alpha
24 5.37% 0.02 0.25% 4940 0.29 1.00 0.83 icon 233 52.13% 0.45 64.87% 59879 0.16 0.99 0.88 DirectClass_sRGB
4 0.89% 0.49 1.22% 81484 0.11 1.01 0.66 jxl_art 108 24.16% 0.28 18.54% 30333 0.13 1.00 1.00 DirectClass_sRGB_Alpha
1 0.22% 0.87 0.54% 224155 0.26 1.00 0.87 kaleidoscope 16 3.58% 0.41 4.02% 87 0.00 0.96 0.87 PseudoClass_Gray
7 1.57% 0.49 2.11% 39 0.00 1.00 1.30 larip 79 17.67% 0.23 11.30% 55 0.00 1.01 0.97 PseudoClass_sRGB
56 12.53% 0.21 7.34% 27049 0.13 1.00 0.85 logo 6 1.34% 0.21 0.76% 102 0.00 1.01 0.87 PseudoClass_sRGB_Alpha
40 8.95% 0.45 11.17% 58814 0.16 1.00 0.86 lossy 8 1.79% 0.06 0.30% 872 0.09 1.02 0.85 source_app
21 4.70% 0.51 6.53% 147425 0.32 1.00 0.83 machine_learning 80 17.90% 0.18 8.65% 20501 0.17 1.00 0.87 source_app->exiftool
12 2.68% 0.39 2.87% 33654 0.09 1.03 1.10 misc 41 9.17% 0.27 6.68% 41699 0.17 1.00 0.82 source_gimp
5 1.12% 0.30 0.92% 39366 0.17 1.00 0.75 mixed 6 1.34% 0.45 1.64% 17908 0.04 0.96 0.97 source_gnome_screenshot->exiftool
2 0.45% 0.79 0.97% 4733 0.01 1.03 1.03 mosaic 272 60.85% 0.42 70.54% 41846 0.09 0.99 0.92 source_imagemagick->exiftool
32 7.16% 0.25 4.91% 51528 0.21 1.00 0.84 normal 9 2.01% 0.56 3.12% 102445 0.22 1.00 1.15 source_unknown->exiftool
3 0.67% 0.38 0.70% 55528 0.15 1.00 0.89 optical_illusion 11 2.46% 0.32 2.19% 4682 0.02 1.00 1.77 source_web
1 0.22% 0.08 0.05% 45979 0.57 1.00 0.82 painting 20 4.47% 0.56 6.87% 70950 0.12 1.00 0.94 source_web->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean) || best of
83566394 3.9250849 100.00% ···· 0.0001992900645 C· all
83624975 3.9272319 83.00% ···· 0.0053706459 C· all except cjxl_0.10.1_d0e11
83754467 3.9344842 42.73% ···· 0.02543768 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
83759110 3.9348104 41.39% ···· 0.02550750 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
83789890 3.9352131 41.83% ···· 0.02567209 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9
83797855 3.9352576 43.85% ···· 0.02828952 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
83801810 3.9355915 42.51% ···· 0.02835990 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
83829258 3.9358368 43.18% ···· 0.02856627 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9
83811881 3.9368282 40.49% ···· 0.02951809 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
83852044 3.9368943 45.86% ···· 0.02963914 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z9
83824793 3.9368966 62.64% 17.00% 0.0002076024853 ·A cjxl_0.10.1_d0e11
83847068 3.9368983 42.28% ···· 0.03083367 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z9
83845753 3.9372174 41.83% ···· 0.03125883 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z9
83850762 3.9375248 36.47% ···· 0.03128643 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z9
83850291 3.9376300 36.24% ···· 0.03151814 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z9
83843324 3.9377687 40.49% ···· 0.03159097 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
83865969 3.9380134 42.06% ···· 0.03304593 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z9
83870150 3.9380513 41.39% ···· 0.03338732 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z9
83869710 3.9380953 41.61% ···· 0.03363184 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
83872623 3.9382246 41.39% ···· 0.03432703 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
83873722 3.9382690 41.39% ···· 0.03509013 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
83874405 3.9383010 41.39% ···· 0.03514925 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
83874547 3.9383076 41.39% ···· 0.03518753 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
83876789 3.9384095 41.39% ···· 0.03559285 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
83876930 3.9384384 41.83% ···· 0.03563382 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83877152 3.9384518 41.39% ···· 0.03575576 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z9 original
83877576 3.9385054 41.39% ···· 0.03575644 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z9
83877166 3.9388373 40.94% ···· 0.03599371 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z9 oxipng_9.0.0_o1a-fast-t1
83879010 3.9388597 40.94% ···· 0.03620466 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
83879096 3.9388857 41.39% ···· 0.03624705 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83879379 3.9389027 40.94% ···· 0.03637420 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z9 original
83879803 3.9389562 40.94% ···· 0.03637495 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z9
83876823 3.9392018 35.35% ···· 0.03646475 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
83876907 3.9392275 35.79% ···· 0.03650669 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83877186 3.9392442 35.35% ···· 0.03663459 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z9 original
83877610 3.9392977 35.35% ···· 0.03663534 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z9
83916018 3.9393088 41.16% ···· 0.03866930 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z9
83918414 3.9393385 40.49% ···· 0.03873107 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
83918228 3.9393557 40.94% ···· 0.03877490 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83918490 3.9393720 40.49% ···· 0.03891886 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9 original
83918914 3.9394255 40.49% ···· 0.03891981 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
83925305 3.9397962 39.60% ···· 0.03892777 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83925632 3.9398137 39.15% ···· 0.03907413 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9 original
83926056 3.9398672 39.15% ···· 0.03907506 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
83953610 3.9402256 39.15% ···· 0.03911111 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
83929119 3.9402444 38.93% ···· 0.03912778 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
83954307 3.9402584 39.15% ···· 0.03918079 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
83929362 3.9402847 38.93% ···· 0.03932081 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9 original
83929786 3.9403382 38.93% ···· 0.03932187 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
83954529 3.9403411 39.82% ···· 0.03976442 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z9
83956739 3.9403879 39.60% ···· 0.03987978 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83957001 3.9404043 39.15% ···· 0.04003906 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9 original
83957425 3.9404578 39.15% ···· 0.04003995 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9
83968345 3.9411561 38.70% ···· 0.04009708 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83968676 3.9411741 38.26% ···· 0.04025941 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z9 original
83969100 3.9412276 38.26% ···· 0.04026038 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z9
83970424 3.9414163 34.23% ···· 0.04028790 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83970686 3.9414326 33.78% ···· 0.04044690 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z9 original
83971110 3.9414861 33.78% ···· 0.04044788 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z9
83973868 3.9415653 33.78% ···· 0.04046179 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9 original
83974292 3.9416188 33.78% ···· 0.04046278 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9
83989265 3.9425535 33.11% ···· 0.04054877 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83989596 3.9425715 32.66% ···· 0.04071124 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9 original
83990020 3.9426250 32.66% ···· 0.04071232 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
83992778 3.9427042 32.66% ···· 0.04072892 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z9 original
83993202 3.9427577 32.66% ···· 0.04073000 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z9
84068084 3.9427867 34.68% ···· 0.04165357 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
84067300 3.9428274 34.00% ···· 0.04189470 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
84072355 3.9431542 32.66% ···· 0.04204000 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
84074098 3.9435787 32.44% ···· 0.04226071 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
83945049 3.9436884 29.98% ···· 0.04277938 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
83945301 3.9436954 30.43% ···· 0.04284036 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
83945611 3.9437427 29.98% ···· 0.04301952 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z9 original
83946035 3.9437962 29.98% ···· 0.04302038 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z9
84001248 3.9443349 30.65% ···· 0.04578649 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z9
84003303 3.9443473 30.43% ···· 0.04594286 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
84003912 3.9444043 29.98% ···· 0.04614986 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9 original
84004336 3.9444578 29.98% ···· 0.04615100 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
84009460 3.9450087 30.20% ···· 0.04628709 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
84010073 3.9450661 29.75% ···· 0.04649649 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9 original
84010497 3.9451196 29.75% ···· 0.04649783 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
84029982 3.9458160 31.10% ···· 0.04732764 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
84031496 3.9463010 30.87% ···· 0.04756598 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
84040609 3.9465060 30.87% ···· 0.04874279 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
84042885 3.9466080 30.87% ···· 0.05037744 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
84041893 3.9466271 30.43% ···· 0.05140089 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
84041755 3.9466415 30.65% ···· 0.05140899 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z9
84042947 3.9466675 30.87% ···· 0.05148759 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
84034188 3.9466851 30.65% ···· 0.05179699 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
84034050 3.9466995 30.87% ···· 0.05180514 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z9
84035238 3.9467251 31.10% ···· 0.05188567 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
84036006 3.9467937 30.65% ···· 0.05215037 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z9 original
84036430 3.9468472 30.65% ···· 0.05215191 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z9
84037229 3.9468736 30.20% ···· 0.05218898 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9 original
84037653 3.9469272 30.20% ···· 0.05219030 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
84038946 3.9474023 29.98% ···· 0.05223962 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
84038772 3.9474157 30.20% ···· 0.05224796 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z9
84039772 3.9474373 30.43% ···· 0.05232947 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
84040470 3.9475019 29.98% ···· 0.05259959 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9 original
84040894 3.9475554 29.98% ···· 0.05260114 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
84063360 3.9489468 29.98% ···· 0.05372969 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
84063222 3.9489612 30.20% ···· 0.05373853 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z9
84064414 3.9489871 30.43% ···· 0.05382536 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
84065118 3.9490533 29.98% ···· 0.05411472 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9 original
84065542 3.9491068 29.98% ···· 0.05411607 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
84068630 3.9493145 29.98% ···· 0.05575314 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z9
84068492 3.9493289 30.20% ···· 0.05576272 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z9
84069684 3.9493549 30.43% ···· 0.05585679 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z9
84175536 3.9494186 24.83% ···· 0.05614561 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
84070448 3.9494230 29.98% ···· 0.05617053 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9 original
84174702 3.9494576 24.16% ···· 0.05656008 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
84180108 3.9496745 24.38% ···· 0.05829043 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
84179274 3.9497135 23.71% ···· 0.05873780 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
84177630 3.9501914 23.49% ···· 0.05901071 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
84175653 3.9502359 24.16% ···· 0.05909734 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
84209687 3.9512401 23.49% ···· 0.05917700 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6
84202243 3.9515595 24.16% ···· 0.06037296 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
84201409 3.9515985 23.49% ···· 0.06084308 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
84192816 3.9518753 23.27% ···· 0.06116069 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
84207659 3.9518833 24.16% ···· 0.06331009 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
84206825 3.9519223 23.49% ···· 0.06382806 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
84209842 3.9521203 23.49% ···· 0.06405600 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z7
84196702 3.9521461 23.27% ···· 0.06411112 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
84211282 3.9522945 23.49% ···· 0.06417756 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7
84198744 3.9523031 23.27% ···· 0.06433679 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z7
84199636 3.9524547 23.27% ···· 0.06446248 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7
84201205 3.9525503 23.94% ···· 0.06522754 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z8
84200221 3.9525783 23.27% ···· 0.06580209 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7
84202108 3.9527876 23.94% ···· 0.06618830 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
84202570 3.9527937 23.94% ···· 0.06623584 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z8
84202180 3.9528714 24.38% ···· 0.06631949 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
84201904 3.9528837 23.27% ···· 0.06683244 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z7
84201561 3.9529350 23.94% ···· 0.06691937 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
84201920 3.9530080 23.27% ···· 0.06739075 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
84235976 3.9540132 22.60% ···· 0.06749670 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z6
84289289 3.9542456 24.16% ···· 0.06925334 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
84290227 3.9542630 24.16% ···· 0.06948821 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z8
84287642 3.9543393 23.49% ···· 0.06988036 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
84288580 3.9543567 23.49% ···· 0.07011806 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z7
84290015 3.9545091 23.49% ···· 0.07025778 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7
84282710 3.9545897 23.27% ···· 0.07048354 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z7
84289399 3.9546845 23.71% ···· 0.07129849 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
84289211 3.9546935 23.94% ···· 0.07130877 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
84282329 3.9547073 23.94% ···· 0.07231509 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
84282105 3.9547127 24.16% ···· 0.07232580 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
84283766 3.9548588 23.94% ···· 0.07319522 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
84284576 3.9550758 23.27% ···· 0.07371891 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7 original
84285192 3.9551536 23.27% ···· 0.07372614 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
84298476 3.9558869 22.60% ···· 0.07402570 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 original
84299092 3.9559646 22.60% ···· 0.07403268 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
84322436 3.9572311 23.27% ···· 0.07563295 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
84320782 3.9573260 22.60% ···· 0.07635467 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84328158 3.9575952 23.27% ···· 0.08001408 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
84326326 3.9576831 22.60% ···· 0.08082335 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84330934 3.9579711 22.60% ···· 0.08115420 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84332414 3.9581553 22.60% ···· 0.08134685 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84323544 3.9582330 22.37% ···· 0.08164265 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84327143 3.9584771 22.37% ···· 0.08197370 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84343598 3.9586160 23.27% ···· 0.08248131 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
84330549 3.9586584 23.04% ···· 0.08318853 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
84341766 3.9587039 22.60% ···· 0.08334935 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84328641 3.9587607 22.37% ···· 0.08413195 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84327599 3.9588262 23.04% ···· 0.08468830 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
84327418 3.9588360 23.27% ···· 0.08470088 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
84331914 3.9589018 23.04% ···· 0.08476859 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
84330545 3.9589847 23.49% ···· 0.08489447 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
84344319 3.9590073 23.27% ···· 0.08491357 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
84331270 3.9590498 23.04% ···· 0.08561768 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
84331944 3.9591349 23.04% ···· 0.08562878 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
84329649 3.9591360 23.04% ···· 0.08588726 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
84330518 3.9593735 22.37% ···· 0.08663064 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
84331134 3.9594512 22.37% ···· 0.08664234 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84353644 3.9602357 22.37% ···· 0.08696251 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z7 original
84354260 3.9603135 22.37% ···· 0.08697439 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z7
84396971 3.9616433 21.70% ···· 0.08711957 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z6 original
84398153 3.9617925 21.70% ···· 0.08713156 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z6
84487355 3.9651406 21.70% ···· 0.08725307 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z5 original
84488239 3.9652315 21.70% ···· 0.08733102 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z4 original
84491527 3.9656464 21.70% ···· 0.08734307 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z4
84502027 3.9659962 21.92% ···· 0.08734473 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z3 original
84506958 3.9666161 21.92% ···· 0.08735679 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z3
84415315 3.9670349 27.52% ···· 0.09012712 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
84416564 3.9672114 26.85% ···· 0.09152934 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
84416973 3.9672807 27.29% ···· 0.09173639 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
84417280 3.9673422 26.62% ···· 0.09261611 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
84403440 3.9681587 20.81% ···· 0.09266616 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
84452641 3.9684012 25.95% ···· 0.09276550 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z6
84438579 3.9692160 20.13% ···· 0.09281561 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z6
84497886 3.9700088 28.41% ···· 0.09345907 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
84506534 3.9701099 28.41% ···· 0.1050573 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
84508650 3.9701124 28.64% ···· 0.1054823 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
84490033 3.9701536 27.52% ···· 0.1077854 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
84509305 3.9702275 28.41% ···· 0.1078199 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
84491079 3.9702930 27.29% ···· 0.1102609 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
84491391 3.9704076 26.62% ···· 0.1114296 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7 original
84492007 3.9704853 26.62% ···· 0.1114415 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
84498047 3.9708789 25.95% ···· 0.1125283 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 original
84498663 3.9709566 25.95% ···· 0.1125402 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
84518801 3.9712635 26.40% ···· 0.1318591 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
84520923 3.9712654 26.62% ···· 0.1324940 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
84521780 3.9713981 26.40% ···· 0.1361775 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
84522092 3.9715127 25.73% ···· 0.1380019 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
84522708 3.9715904 25.73% ···· 0.1380212 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
84545218 3.9723750 25.73% ···· 0.1389699 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z7 original
84545834 3.9724527 25.73% ···· 0.1389895 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z7
84589008 3.9737498 25.06% ···· 0.1392250 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z6 original
84590190 3.9738990 25.06% ···· 0.1392448 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z6
84675274 3.9770043 25.06% ···· 0.1394959 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z5 original
84678372 3.9772602 25.06% ···· 0.1396151 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z4 original
84681660 3.9776751 25.06% ···· 0.1396350 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z4
84690019 3.9778611 25.28% ···· 0.1396773 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z3 original
84694950 3.9784810 25.28% ···· 0.1396972 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z3
84947161 3.9895315 25.50% ···· 0.1401082 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z2 original
84968446 3.9913592 25.50% ···· 0.1401283 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z2
85098625 3.9971852 24.83% ···· 0.1405515 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z1 original
85125134 3.9997470 24.83% ···· 0.1405717 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z1
85320131 4.0082178 24.83% ···· 0.1410814 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z0 original
85349646 4.0113855 24.83% ···· 0.1411017 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z0
85381998 4.0126516 24.83% ···· 0.1421098 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 original
85500745 4.0212574 24.83% ···· 0.1421305 CA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
85496442 4.0223228 19.02% 0.89% 0.1420258 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
85699778 4.0274192 19.02% 0.89% 0.1387597 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
85739249 4.0277255 26.40% ···· 0.1397750 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
85692039 4.0326117 21.70% ···· 0.08753671 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
86053623 4.0481309 0.89% ···· 0.1422883 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
86070296 4.0484649 1.57% ···· 0.1431912 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
86070625 4.0486423 0.89% ···· 0.1452793 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
86071241 4.0487200 0.89% ···· 0.1452909 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
86247279 4.0497770 12.75% ···· 0.1172147 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
86103491 4.0498677 0.89% ···· 0.1463270 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z7 original
86159693 4.0516434 0.22% ···· 0.1467429 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z6 original
86265531 4.0556534 0.22% ···· 0.1471959 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z5 original
86456573 4.0556580 13.20% ···· 0.1129186 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
86270583 4.0568005 0.22% ···· 0.1473786 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4 original
86280039 4.0573594 0.45% ···· 0.1474869 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 original
86476853 4.0651338 0.45% ···· 0.1474988 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3
85678827 4.0659459 17.67% ···· 0.1480317 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7 original
85679443 4.0660237 17.67% ···· 0.1480502 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7
85680225 4.0660400 17.67% ···· 0.1482749 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7 original
85680841 4.0661178 17.67% ···· 0.1482937 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7
85680465 4.0672939 17.67% ···· 0.1483724 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
85731942 4.0674086 17.00% ···· 0.1485631 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6 original
85733124 4.0675578 17.00% ···· 0.1485820 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6
85702222 4.0680284 17.67% ···· 0.1491487 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z7 original
85702838 4.0681061 17.67% ···· 0.1491677 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z7
85703620 4.0681224 17.67% ···· 0.1494005 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z7 original
85704236 4.0682002 17.67% ···· 0.1494197 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z7
85690942 4.0685130 17.67% ···· 0.1512491 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
85691558 4.0685907 17.67% ···· 0.1512687 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
85692340 4.0686071 17.67% ···· 0.1515106 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
85692956 4.0686848 17.67% ···· 0.1515304 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
85747698 4.0702974 17.00% ···· 0.1515445 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
85749097 4.0703915 17.00% ···· 0.1518072 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
85750279 4.0705406 17.00% ···· 0.1518271 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6
85741285 4.0712334 17.67% ···· 0.1523704 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z7 original
85741901 4.0713112 17.67% ···· 0.1523903 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z7
85742683 4.0713275 17.67% ···· 0.1526375 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z7 original
85743299 4.0714052 17.67% ···· 0.1526576 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z7
85798041 4.0730178 17.00% ···· 0.1526690 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z6 original
85799440 4.0731119 17.00% ···· 0.1529372 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z6 original
85800622 4.0732610 17.00% ···· 0.1529574 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z6
85887294 4.0768886 17.00% ···· 0.1530007 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z5 original
85888746 4.0769841 17.00% ···· 0.1532718 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z5 original
85891978 4.0773919 17.00% ···· 0.1532921 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z5
86890184 4.0809363 6.49% ···· 0.09133459 ·A cjxl_0.10.1_d0e10E3I100num_threads0
85985260 4.0819500 25.73% ···· 0.08618863 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
85905296 4.0878702 17.00% ···· 0.1534175 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z4 original
85908584 4.0882851 17.00% ···· 0.1534378 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z4
85923719 4.0895279 17.23% ···· 0.1534939 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z3 original
85928650 4.0901478 17.23% ···· 0.1535142 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z3
87208210 4.1062942 2.46% ···· 0.1623956 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
87235722 4.1066826 2.24% ···· 0.1643221 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87264115 4.1076813 2.24% ···· 0.1655505 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8 original
87264789 4.1077664 2.24% ···· 0.1655723 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
87223591 4.1081996 1.57% ···· 0.1692744 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
87252042 4.1092057 1.57% ···· 0.1705905 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7 original
87252658 4.1092834 1.57% ···· 0.1706137 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
87315075 4.1111706 0.89% ···· 0.1710046 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 original
87316257 4.1113197 0.89% ···· 0.1710279 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6
87421348 4.1156016 0.89% ···· 0.1714504 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z5 original
87424580 4.1160094 0.89% ···· 0.1714739 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z5
87344378 4.1173414 3.36% ···· 0.2013749 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
87391953 4.1185453 3.13% ···· 0.2018642 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
87397736 4.1186764 3.58% ···· 0.2025485 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
87442279 4.1196529 3.13% ···· 0.2069894 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
87388602 4.1203818 2.46% ···· 0.2081617 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z7
87385630 4.1204174 2.68% ···· 0.2088899 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
87390816 4.1205184 2.46% ···· 0.2094628 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
87394363 4.1207103 3.13% ···· 0.2101383 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
87394708 4.1207819 2.46% ···· 0.2149803 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
87454368 4.1226262 1.79% ···· 0.2159498 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
87517201 4.1227774 2.46% ···· 0.2232005 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
87522659 4.1229353 2.46% ···· 0.2262840 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z8
87507538 4.1230507 3.36% ···· 0.2459989 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
87558254 4.1243504 3.13% ···· 0.2467724 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
87563868 4.1244880 3.58% ···· 0.2474560 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
87608615 4.1254587 3.13% ···· 0.2530989 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8 original
87609289 4.1255437 3.13% ···· 0.2531433 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
87549011 4.1256130 1.79% ···· 0.2582964 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
87553661 4.1260429 3.13% ···· 0.2587398 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
87554386 4.1262550 2.46% ···· 0.2649432 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7 original
87555002 4.1263328 2.46% ···· 0.2649918 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
87555143 4.1268791 2.24% ···· 0.272450 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 pingo_0.99_s8low
87558062 4.1270288 2.24% ···· 0.2801285 C· ect_0.9.5_6 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87565729 4.1271369 2.24% ···· 0.297622 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 pingo_0.99_s7low
87559841 4.1271622 2.24% ···· 0.319940 C· ect_0.9.5_5 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87562920 4.1272671 2.24% ···· 0.339332 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87563611 4.1272859 2.24% ···· 0.348727 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
87569103 4.1274255 2.24% ···· 0.355315 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87569085 4.1274444 2.24% ···· 0.355538 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87571656 4.1278436 2.46% ···· 0.400003 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
87617047 4.1287797 2.24% ···· 0.402150 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87603848 4.1289839 2.46% ···· 0.406535 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 original
87605964 4.1291228 2.46% ···· 0.406644 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
87649746 4.1299989 2.24% ···· 0.408893 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
87656980 4.1301980 2.68% ···· 0.410619 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8 original
87672733 4.1302515 2.24% ···· 0.418974 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
87673407 4.1303366 2.24% ···· 0.419089 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87615114 4.1308401 1.57% ···· 0.430939 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
87621128 4.1310878 2.24% ···· 0.432643 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
87625051 4.1315231 1.57% ···· 0.449940 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
87625667 4.1316009 1.57% ···· 0.450073 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
87657917 4.1327486 1.57% ···· 0.458726 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7 original
87659975 4.1328801 1.57% ···· 0.458865 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
87727129 4.1350068 0.89% ···· 0.462111 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 original
87729753 4.1352098 0.89% ···· 0.462252 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
87832835 4.1394606 0.89% ···· 0.465755 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 original
87837509 4.1399222 0.89% ···· 0.465898 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5
87849732 4.1433514 0.89% ···· 0.467570 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 original
87854462 4.1438201 0.89% ···· 0.467714 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4
87868155 4.1447199 1.12% ···· 0.468446 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 original
87874528 4.1453936 1.12% ···· 0.468591 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3
88254890 4.1639237 1.79% ···· 0.471440 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
88249220 4.1640433 2.01% ···· 0.474091 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
88250093 4.1640868 1.79% ···· 0.482093 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
88244423 4.1642063 2.01% ···· 0.484766 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
88248817 4.1644778 2.46% ···· 0.487376 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z8
88257693 4.1645838 1.79% ···· 0.505850 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 original
88258367 4.1646688 1.79% ···· 0.506023 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
88252023 4.1647034 2.01% ···· 0.508823 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 original
88252697 4.1647884 2.01% ···· 0.508999 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
88297873 4.1657110 1.79% ···· 0.512849 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
88305190 4.1659186 2.24% ···· 0.515198 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8 original
88305864 4.1660037 2.24% ···· 0.515378 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
88292426 4.1669219 1.12% ···· 0.517255 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7
88288280 4.1671097 1.12% ···· 0.524512 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z7
88283760 4.1671483 1.34% ···· 0.527723 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
88353133 4.1671719 1.79% ···· 0.528339 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
88353794 4.1671966 1.79% ···· 0.540075 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8 original
88354468 4.1672816 1.79% ···· 0.540272 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
88302605 4.1676192 1.12% ···· 0.544728 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7 original
88295242 4.1676424 1.12% ···· 0.548018 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
88295903 4.1676670 1.12% ···· 0.560972 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
88301558 4.1678523 1.79% ···· 0.562996 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7 original
88302174 4.1679300 1.79% ···· 0.563211 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
88305421 4.1683397 1.12% ···· 0.578360 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
88306082 4.1683644 1.12% ···· 0.592948 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 original
88306698 4.1684421 1.12% ···· 0.593185 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
88377813 4.1707180 0.45% ···· 0.598526 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 original
88378995 4.1708672 0.45% ···· 0.598767 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
88478630 4.1750472 0.45% ···· 0.604574 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 original
88481862 4.1754550 0.45% ···· 0.604820 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5
88503073 4.1823813 0.45% ···· 0.607786 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4 original
88506361 4.1827962 0.45% ···· 0.608034 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
88521823 4.1837957 0.67% ···· 0.609216 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 original
88526754 4.1844156 0.67% ···· 0.609465 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
89269171 4.1962693 3.80% ···· 0.09565628 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
89040858 4.2117429 0.89% ···· 0.618459 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 original
89052613 4.2132229 0.89% ···· 0.618716 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
89395312 4.2306602 0.22% ···· 0.626785 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z1 original
89415190 4.2332407 0.22% ···· 0.627049 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z1
89903019 4.2407906 1.57% ···· 0.667129 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
89897717 4.2410433 1.79% ···· 0.672371 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
89935211 4.2419309 1.57% ···· 0.683795 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 original
89929909 4.2421836 1.79% ···· 0.689293 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 original
89740583 4.2425810 0.67% 0.67% 0.496071 ·A cjxl_0.10.1_d0e10P14I100g3num_threads0
89979408 4.2434107 1.57% ···· 0.694839 C· ect_0.9.5_1 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
89984241 4.2434713 2.01% ···· 0.702309 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8 original
90000355 4.2435436 1.57% ···· 0.728056 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
90001029 4.2436287 1.57% ···· 0.728318 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
90033221 4.2447691 1.57% ···· 0.748334 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8 original
89968113 4.2452695 0.89% ···· 0.748689 C· ect_0.9.5_1 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
89973417 4.2455132 1.57% ···· 0.756178 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
89977643 4.2459597 0.89% ···· 0.808586 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
89978259 4.2460374 0.89% ···· 0.808916 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
90010509 4.2471851 0.89% ···· 0.834534 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7 original
90088884 4.2496907 0.22% ···· 0.847522 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 original
90206000 4.2548974 0.22% ···· 0.860568 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5 original
90233252 4.2618293 0.22% ···· 0.867462 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4 original
90258542 4.2635273 0.45% ···· 0.870496 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 original
90498643 4.2728978 0.45% ···· 0.870873 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3
90705379 4.2744399 1.57% ···· 1.06778 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
90719439 4.2746864 1.57% ···· 1.09021 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
90727154 4.2748829 1.57% ···· 1.11208 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
90721928 4.2752051 1.79% ···· 1.12653 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
90751631 4.2758268 1.57% ···· 1.13260 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8 original
90759346 4.2760233 1.57% ···· 1.15610 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 original
90754120 4.2763455 1.79% ···· 1.17170 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 original
90808513 4.2776202 2.01% ···· 1.21238 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8 original
90824782 4.2777147 1.57% ···· 1.29531 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
90825456 4.2777997 1.57% ···· 1.29599 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
87572307 4.2787221 16.78% ···· 0.1566045 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
90857648 4.2789401 1.57% ···· 1.35594 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8 original
90781539 4.2792248 1.57% ···· 1.36163 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
90785878 4.2796920 0.89% ···· 1.53933 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
90786494 4.2797697 0.89% ···· 1.54034 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
90388537 4.2800701 0.22% 0.22% 0.656724 ·A cjxl_0.10.1_d0e10P5I100g3num_threads0
90818744 4.2809174 0.89% ···· 1.62996 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7 original
90913910 4.2838513 0.22% ···· 1.68508 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 original
91070874 4.2904030 0.22% ···· 1.74252 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 original
91099487 4.2979705 0.22% ···· 1.77150 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 original
91128169 4.2998619 0.45% ···· 1.78637 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 original
91469541 4.3130084 0.45% ···· 1.78771 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
91849491 4.3390745 0.67% ···· 1.88474 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 original
92238315 4.3545575 0.67% ···· 1.88620 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2
91963044 4.3691621 0.89% ···· 0.661531 ·A cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
92392201 4.3696461 ····· ···· 1.96755 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z1 original
92588024 4.3795257 ····· ···· 1.96913 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z1
92872288 4.3944097 ····· ···· 1.98501 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 original
92876771 4.3945419 ····· ···· 2.10936 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 original
92589301 4.3964820 0.22% 0.22% 0.627525 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
93009252 4.4020520 ····· ···· 2.13425 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e7num_threads0 original
93013735 4.4021842 ····· ···· 2.28412 C· cjxl_0.10.1_d0e7num_threads0 original
95349909 4.4732099 0.89% ···· 2.4123 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
95350525 4.4732877 0.89% ···· 2.4150 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
95382775 4.4744354 0.89% ···· 2.6351 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7 original
93610452 4.4757641 0.22% 0.22% 0.588851 ·A cjxl_0.10.1_d0e10P11I100g3num_threads0
95545561 4.4796789 0.22% ···· 2.7850 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z6 original
95573436 4.4834897 8.28% 7.83% 0.267392 ·A cwebp_1.3.2_z9
95787957 4.4888352 0.22% ···· 2.9479 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5 original
96142923 4.5023498 0.22% ···· 2.9519 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5
95982116 4.5046856 0.89% ···· 3.2412 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
95982732 4.5047634 0.89% ···· 3.2465 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
96014982 4.5059111 0.89% ···· 3.6473 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7 original
96196088 4.5119461 0.22% ···· 3.9213 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6 original
96448022 4.5213756 0.22% ···· 4.2238 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z5 original
96802988 4.5348902 0.22% ···· 4.2323 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z5
96504258 4.5394654 0.22% ···· 4.3655 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z4 original
96558835 4.5429559 0.45% ···· 4.4382 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z3 original
96902219 4.5561695 0.45% ···· 4.4476 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z3
95936730 4.5760975 0.45% 0.45% 0.551446 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
97908472 4.5790328 0.89% ···· 5.8604 C· cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
97909088 4.5791106 0.89% ···· 5.8830 C· cwebp_1.3.2_z0 cwebp_1.3.2_z7
97887834 4.5816010 1.57% 0.45% 4.1610 ·A cwebp_1.3.2_z8
97962327 4.5816912 0.89% ···· 5.9920 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z7 original
98009688 4.5849247 0.89% ···· 7.7106 C· cwebp_1.3.2_z7 original
98294500 4.5944982 0.22% ···· 8.5070 C· cwebp_1.3.2_z6 original
98618774 4.6057574 0.22% ···· 9.4518 C· cwebp_1.3.2_z5 original
98973740 4.6192720 0.22% ···· 9.5125 C· cwebp_1.3.2_z5
98714250 4.6306056 0.22% ···· 10.183 C· cwebp_1.3.2_z4 original
98808812 4.6359074 0.45% ···· 10.308 C· cwebp_1.3.2_z3 original
99152196 4.6491211 0.45% 0.22% 10.386 CA cwebp_1.3.2_z3
101862801 4.8032948 0.67% ···· 13.205 C· cwebp_1.3.2_z2 original
102269722 4.8197606 0.67% 0.45% 13.308 CA cwebp_1.3.2_z2
105767219 4.9960602 ····· ···· 17.324 C· cwebp_1.3.2_z1 original
106052762 5.0111934 ····· ···· 17.480 C· cwebp_1.3.2_z1
110421211 5.1963074 0.89% ···· 0.3817436 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
110523149 5.1991423 1.12% ···· 0.4090655 ·A cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
111176131 5.2219012 0.89% 0.22% 0.378461 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
111979003 5.2779194 0.89% 0.89% 0.628471 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
115562598 5.4370654 ····· ···· 18.70 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z0 original
116647204 5.4860932 ····· ···· 32.42 C· cwebp_1.3.2_z0 original
120203272 5.6645989 ····· ···· 47.49 C· cjxl_0.10.1_d0e1num_threads0 original
122368878 5.6797006 0.89% 0.89% 0.611215 ·A pingo_0.99_s9low
121437108 5.7694874 0.67% ···· 0.337617 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
134734560 6.2872903 2.46% ···· 0.09648186 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
135132147 6.2898509 ····· ···· >364 C· original
135367422 6.4815187 4.47% ···· 0.577071 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
135479604 6.4863518 2.01% ···· 0.558026 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
138477834 6.5922442 0.22% ···· 0.2610240 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
68 100.00% 0.51 100.00% 74003 0.16 1.00 0.85 all
1 1.47% 0.36 1.03% 75171 0.21 1.00 0.81 boxed
7 10.29% 0.34 6.82% 55278 0.19 1.00 0.83 edit
3 4.41% 0.64 5.52% 91576 0.14 1.00 0.80 film
1 1.47% 0.87 2.52% 224155 0.26 1.00 0.87 kaleidoscope
38 55.88% 0.47 51.60% 59684 0.15 1.00 0.86 lossy
65 95.59% 0.51 94.48% 73192 0.16 1.00 0.85 photo
2 2.94% 0.50 2.87% 86460 0.16 1.00 0.81 ui
17 25.00% 0.65 31.82% 128056 0.20 1.00 0.84 watermark
65 95.59% 0.51 95.20% 71207 0.15 1.00 0.85 visibly_opaque
3 4.41% 0.56 4.80% 134572 0.25 1.00 0.81 visibly_transparent
58 85.29% 0.49 82.54% 77734 0.17 1.00 0.85 DirectClass_sRGB
4 5.88% 0.56 6.46% 130523 0.24 1.00 0.80 DirectClass_sRGB_Alpha
4 5.88% 0.48 5.56% 252 0.00 1.00 0.83 PseudoClass_Gray
2 2.94% 0.95 5.45% 247 0.00 1.00 0.80 PseudoClass_sRGB
68 100.00% 0.51 100.00% 74003 0.16 1.00 0.85 source_imagemagick->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean) || best of
25128008 5.723025 100.00% ···· 0.000155122076 C· all
25132383 5.723654 88.24% ···· 0.01054665 C· all except cjxl_0.10.1_d0e11
25134162 5.723977 85.29% ···· 0.01348541 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
25134826 5.724296 57.35% ···· 0.01706253 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25133534 5.724529 61.76% 11.76% 0.000157477989 ·A cjxl_0.10.1_d0e11
25136175 5.724546 54.41% ···· 0.01823039 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25137649 5.725146 52.94% ···· 0.02177608 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25137656 5.725148 52.94% ···· 0.02408090 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25139021 5.725405 50.00% ···· 0.02647624 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25156548 5.728139 52.94% ···· 0.02698261 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25155236 5.728379 51.47% ···· 0.02827244 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25157123 5.728845 48.53% ···· 0.02973032 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e8num_threads0
25157232 5.728889 48.53% ···· 0.03094975 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e7num_threads0
25157246 5.728894 48.53% ···· 0.03111499 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e6num_threads0
25157568 5.729024 48.53% ···· 0.03122193 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e5num_threads0
25157610 5.729041 48.53% ···· 0.03163876 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25177310 5.732467 48.53% ···· 0.03257006 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e8num_threads0
25177419 5.732511 48.53% ···· 0.03404428 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e7num_threads0
25177433 5.732516 48.53% ···· 0.03424479 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e6num_threads0
25177755 5.732645 48.53% ···· 0.03437437 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e5num_threads0
25177797 5.732662 48.53% ···· 0.03488039 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25180863 5.732971 51.47% ···· 0.03566030 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25180870 5.732973 51.47% ···· 0.0422713 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0
25182757 5.733439 48.53% ···· 0.0455980 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e8num_threads0
25182866 5.733483 48.53% ···· 0.0485389 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e7num_threads0
25182880 5.733488 48.53% ···· 0.0489446 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e6num_threads0
25183202 5.733617 48.53% ···· 0.0492079 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e5num_threads0
25183244 5.733634 48.53% ···· 0.0502609 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
25244319 5.744883 44.12% ···· 0.0504949 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cwebp_1.3.2_z8
25244713 5.744937 44.12% ···· 0.0507194 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cwebp_1.3.2_z7
25244856 5.744955 44.12% ···· 0.0507732 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z3
25244867 5.744958 44.12% ···· 0.0511925 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cwebp_1.3.2_z3
25245650 5.745110 38.24% ···· 0.0512078 C· cjxl_0.10.1_d0e10E3I100g3num_threads0 cwebp_1.3.2_z3
25248077 5.745738 30.88% ···· 0.0515111 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z3
25253957 5.746206 44.12% ···· 0.0519205 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0
25254740 5.746358 38.24% ···· 0.0519361 C· cjxl_0.10.1_d0e10E3I100g3num_threads0
25264207 5.747952 30.88% 1.47% 0.0522493 CA cjxl_0.10.1_d0e10E3I99g3num_threads0
25363890 5.772202 10.29% ···· 0.0570845 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cwebp_1.3.2_z8
25364284 5.772257 10.29% ···· 0.0573378 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cwebp_1.3.2_z7
25364438 5.772278 10.29% ···· 0.0579275 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cwebp_1.3.2_z3
25370800 5.773151 10.29% ···· 0.0588433 CA cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
25511587 5.806595 ····· ···· 0.0599637 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0
25511601 5.806601 ····· ···· 0.0605833 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0
25511787 5.806675 ····· ···· 0.0626038 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
25583423 5.823493 ····· ···· 0.0634084 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0
25584675 5.825378 ····· ···· 0.0641022 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0
25584997 5.825507 ····· ···· 0.0645590 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0
25585519 5.825717 ····· ···· 0.0663683 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
25625760 5.827062 4.41% ···· 0.0569412 ·A cjxl_0.10.1_d0e10E3I100num_threads0
25621987 5.832316 ····· ···· 0.0681179 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
25668604 5.840352 ····· ···· 0.0688049 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cjxl_0.10.1_d0e8num_threads0
25668713 5.840395 ····· ···· 0.0799634 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0
25671592 5.840953 ····· ···· 0.0808464 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e7num_threads0
25669965 5.842280 ····· ···· 0.0810958 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e6num_threads0
25670287 5.842410 ····· ···· 0.0818436 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e5num_threads0
25670809 5.842619 ····· ···· 0.0847640 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e4num_threads0
25673688 5.843177 ····· ···· 0.0857562 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e3num_threads0
25707743 5.849781 ····· ···· 0.0860055 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e2num_threads0
25723673 5.852869 ····· ···· 0.0866082 C· cjxl_0.10.1_d0e10E3num_threads0
25748946 5.860546 2.94% ···· 0.0920671 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cjxl_0.10.1_d0e9num_threads0
25751907 5.861293 ····· ···· 0.0940587 C· cjxl_0.10.1_d0e10P11I100g3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e9num_threads0
25752712 5.861464 ····· ···· 0.0977029 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cjxl_0.10.1_d0e9num_threads0
25757452 5.862212 ····· ···· 0.109314 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cjxl_0.10.1_d0e9num_threads0
25757561 5.862255 ····· ···· 0.127063 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cjxl_0.10.1_d0e9num_threads0
25757575 5.862261 ····· ···· 0.129796 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cjxl_0.10.1_d0e9num_threads0
25757761 5.862336 ····· ···· 0.139441 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e9num_threads0
25775203 5.865745 ····· ···· 0.145876 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
25775597 5.865799 ····· ···· 0.147543 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
25775751 5.865820 ····· ···· 0.151607 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3
25778190 5.866155 ····· ···· 0.158072 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0
25782839 5.867111 ····· ···· 0.179890 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
25783233 5.867165 ····· ···· 0.182422 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
25783387 5.867186 ····· ···· 0.188525 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
25786469 5.867792 ····· ···· 0.205597 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
25795887 5.869426 ····· ···· 0.208944 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
25796601 5.869543 ····· ···· 0.212227 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
25799081 5.869974 ····· ···· 0.216177 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4
25799083 5.869979 ····· ···· 0.217068 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3
25811582 5.871697 ····· ···· 0.220626 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2
25814853 5.872269 ····· ···· 0.230583 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
25998351 5.916143 ····· ···· 0.242419 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0
26017193 5.922408 ····· ···· 0.242630 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z3
26021543 5.923304 ····· ···· 0.246456 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z6
26024023 5.923735 ····· ···· 0.251730 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z4
26024025 5.923740 ····· ···· 0.252917 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z3
26015285 5.925265 ····· ···· 0.253065 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
26022124 5.925335 ····· ···· 0.255371 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6
26037027 5.925527 ····· ···· 0.257802 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z2
26024604 5.925766 ····· ···· 0.261068 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z4
26024606 5.925771 ····· ···· 0.262346 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z3
26025417 5.927016 ····· ···· 0.263082 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
26027897 5.927447 ····· ···· 0.269193 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
26027899 5.927453 ····· ···· 0.270578 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
26048457 5.927528 ····· ···· 0.271374 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e4num_threads0
26040901 5.929239 ····· ···· 0.276195 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
26049038 5.929559 ····· ···· 0.282293 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e3num_threads0
26052331 5.931240 ····· ···· 0.292046 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
26172100 5.953173 ····· ···· 0.327982 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e9num_threads0
26174979 5.953731 ····· ···· 0.343404 C· cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e9num_threads0
26209034 5.960334 ····· ···· 0.347460 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e9num_threads0
26225660 5.963558 ····· ···· 0.353970 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e9num_threads0
26225714 5.963569 ····· ···· 0.357381 C· cjxl_0.10.1_d0e9num_threads0
26236836 5.969891 ····· ···· 0.0597396 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
26338276 5.994011 ····· ···· 0.368012 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
26338670 5.994065 ····· ···· 0.377007 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
26338824 5.994086 ····· ···· 0.40430 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3
26341263 5.994421 ····· ···· 0.45305 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e8num_threads0
26350399 5.996942 ····· ···· 0.48392 C· cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e8num_threads0
26385267 6.003800 ····· ···· 0.49227 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e8num_threads0
26401893 6.007024 ····· ···· 0.50516 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e8num_threads0
26404985 6.007624 ····· ···· 0.51235 C· cjxl_0.10.1_d0e8num_threads0
26569081 6.040327 ····· ···· 0.71441 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
26569475 6.040381 ····· ···· 0.74435 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
26569629 6.040402 ····· ···· 0.84337 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
26575080 6.041150 ····· ···· 1.0677 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0
26584216 6.043672 ····· ···· 1.2528 C· cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e7num_threads0
26623005 6.051760 ····· ···· 1.3093 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e7num_threads0
26639631 6.054984 ····· ···· 1.3981 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e7num_threads0
26644114 6.055853 ····· ···· 1.4512 C· cjxl_0.10.1_d0e7num_threads0
26579948 6.071060 2.94% 2.94% 0.271686 ·A cjxl_0.10.1_d0e10P6I100g3num_threads0
27349890 6.203292 ····· ···· 1.6038 C· cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e6num_threads0
27395298 6.212975 ····· ···· 1.6967 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e6num_threads0
27411924 6.216199 ····· ···· 1.8441 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e6num_threads0
27419604 6.217688 ····· ···· 1.9325 C· cjxl_0.10.1_d0e6num_threads0
27816904 6.325265 ····· ···· 1.9753 C· cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e5num_threads0
27875446 6.338172 ····· ···· 2.1176 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e5num_threads0
27892072 6.341396 ····· ···· 2.3470 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e5num_threads0
27904684 6.343841 ····· ···· 2.4879 C· cjxl_0.10.1_d0e5num_threads0
28229468 6.434628 ····· ···· 2.5388 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z1
28240020 6.436888 ····· ···· 2.7336 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e4num_threads0
28241330 6.437111 ····· ···· 3.817 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e4num_threads0
28303783 6.445681 ····· ···· 4.197 C· cjxl_0.10.1_d0e4num_threads0
28704696 6.556347 ····· ···· 5.160 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e3num_threads0
28762155 6.564233 ····· ···· 5.880 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e3num_threads0
28728737 6.571092 ····· ···· 7.937 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e3num_threads0
28835914 6.585801 ····· ···· 9.757 C· cjxl_0.10.1_d0e3num_threads0 original
28885829 6.592651 ····· ···· 9.766 C· cjxl_0.10.1_d0e3num_threads0
31827812 7.244760 ····· ···· 10.98 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e2num_threads0
31918378 7.259043 ····· ···· 14.83 C· cjxl_0.10.1_d0e2num_threads0
33880502 7.712582 ····· ···· 21.84 C· cwebp_1.3.2_z0 original
33937304 7.766812 ····· ···· 44.1 C· cjxl_0.10.1_d0e1num_threads0 original
34044706 7.815319 ····· ···· 44.3 C· cjxl_0.10.1_d0e1num_threads0
40817064 9.410100 ····· ···· >5.1e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
29 100.00% 0.68 100.00% 78086 0.11 1.00 0.75 all
29 100.00% 0.68 100.00% 78086 0.11 1.00 0.75 digital_painting
2 6.90% 0.83 8.40% 77230 0.11 1.00 0.76 edit
2 6.90% 0.49 4.96% 32802 0.07 1.00 0.82 game
1 3.45% 0.79 3.99% 52114 0.07 1.00 0.73 game_asset
1 3.45% 0.17 0.87% 38567 0.22 1.00 0.80 lossy
5 17.24% 0.83 21.12% 100001 0.12 1.00 0.75 watermark
22 75.86% 0.75 83.40% 85063 0.11 1.00 0.78 visibly_opaque
7 24.14% 0.47 16.60% 56158 0.10 1.00 0.66 visibly_transparent
20 68.97% 0.75 76.08% 92059 0.12 1.00 0.79 DirectClass_sRGB
7 24.14% 0.65 22.99% 60401 0.11 1.00 0.76 DirectClass_sRGB_Alpha
2 6.90% 0.09 0.93% 254 0.00 1.00 0.37 PseudoClass_sRGB_Alpha
21 72.41% 0.78 83.43% 101211 0.13 1.00 0.80 source_imagemagick->exiftool
3 10.34% 0.12 1.80% 13025 0.08 1.00 0.51 source_web
5 17.24% 0.58 14.76% 19999 0.04 1.00 0.71 source_web->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean) || best of
13070590 4.9542238 100.00% ···· 0.000133679736 C· all
13073048 4.9557077 68.97% 31.03% 0.000135656198 CA cjxl_0.10.1_d0e11
13099778 4.9641068 68.97% ···· 0.009386636 C· all except cjxl_0.10.1_d0e11
13101989 4.9647953 62.07% ···· 0.01572086 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z9
13102253 4.9655886 58.62% ···· 0.01764196 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13108942 4.9675642 37.93% ···· 0.01791018 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13109055 4.9675980 37.93% ···· 0.01791411 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13116393 4.9698406 37.93% ···· 0.0221343 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
13116657 4.9706340 34.48% ···· 0.0260876 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13117509 4.9716033 51.72% ···· 0.0273635 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13118088 4.9719543 51.72% ···· 0.0273858 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13124173 4.9734841 34.48% ···· 0.0283595 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
13124286 4.9735179 34.48% ···· 0.0283690 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
13124487 4.9736745 34.48% ···· 0.0283920 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13124600 4.9737083 34.48% ···· 0.0284015 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13133503 4.9774291 31.03% ···· 0.0409610 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
13134106 4.9777947 31.03% ···· 0.0409891 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
13133767 4.9782225 27.59% ···· 0.0546911 CA cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
13134370 4.9785880 27.59% ···· 0.0547794 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13141191 4.9799117 24.14% ···· 0.0546533 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
13141256 4.9799511 24.14% ···· 0.0547812 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13145466 4.9807061 27.59% ···· 0.0545109 ·A cjxl_0.10.1_d0e10E3I100g3num_threads0
13187202 4.9948767 24.14% ···· 0.0646492 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
13187315 4.9949106 24.14% ···· 0.0646925 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
13231377 5.0119177 6.90% ···· 0.0504771 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
13333708 5.0532281 ····· ···· 0.0436280 ·A cjxl_0.10.1_d0e10E3I100num_threads0
13393224 5.0803702 ····· ···· 0.0678811 C· cjxl_0.10.1_d0e10E3num_threads0
13653500 5.1756219 ····· ···· 0.0725059 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
13669180 5.1818436 ····· ···· 0.0736608 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6
13672330 5.1830934 ····· ···· 0.0739219 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z4
13672416 5.1831276 ····· ···· 0.0743045 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z2
13673365 5.1835041 ····· ···· 0.0752720 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13667779 5.1851756 ····· ···· 0.0777655 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8
13671521 5.1853236 ····· ···· 0.0779699 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
13677618 5.1890796 ····· ···· 0.0809250 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0
13700019 5.1966312 ····· ···· 0.0811826 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0
13703403 5.1980268 ····· ···· 0.0864368 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
13704774 5.1988580 ····· ···· 0.104344 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
13743867 5.2044626 3.45% ···· 0.105345 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z9
13734415 5.2056825 ····· ···· 0.121471 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8
13734565 5.2061332 ····· ···· 0.130627 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8
13743211 5.2088225 ····· ···· 0.131065 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
13745882 5.2091979 ····· ···· 0.194740 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z8
13746032 5.2096487 ····· ···· 0.219491 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
13761712 5.2158703 ····· ···· 0.231644 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
13764862 5.2171202 ····· ···· 0.234247 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4
13764948 5.2171543 ····· ···· 0.238242 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2
13765897 5.2175309 ····· ···· 0.24802 C· cjxl_0.10.1_d0e10P14I100g3num_threads0
13833961 5.2491944 ····· ···· 0.25710 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z8
13834049 5.2494589 ····· ···· 0.27836 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
13849729 5.2556805 ····· ···· 0.29893 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
13852879 5.2569304 ····· ···· 0.30335 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
13852965 5.2569645 ····· ···· 0.31005 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
13862547 5.2607665 ····· ···· 0.32699 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
13944229 5.2894632 ····· ···· 0.32727 C· cjxl_0.10.1_d0e9num_threads0
14067204 5.3304001 ····· ···· 0.33929 C· cjxl_0.10.1_d0e6num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
14067556 5.3314579 ····· ···· 0.35257 C· cjxl_0.10.1_d0e5num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
14067561 5.3314729 ····· ···· 0.42294 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
14102638 5.3441562 ····· ···· 0.45128 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
14103252 5.3443120 ····· ···· 0.46906 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6
14106238 5.3453216 ····· ···· 0.47953 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4
14109434 5.3464196 ····· ···· 0.48021 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3
14110226 5.3467031 ····· ···· 0.49615 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2
14129032 5.3523809 ····· ···· 0.50872 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z1
14141069 5.3559407 ····· ···· 0.54015 C· cjxl_0.10.1_d0e8num_threads0
14245071 5.3976334 ····· ···· 0.55953 C· cjxl_0.10.1_d0e6num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
14245160 5.3979009 ····· ···· 0.81809 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
14284935 5.4124165 ····· ···· 0.90799 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
14285179 5.4124241 ····· ···· 0.99511 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
14291863 5.4148877 ····· ···· 1.0447 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
14295473 5.4161438 ····· ···· 1.0493 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
14298147 5.4171264 ····· ···· 1.1247 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2
14325121 5.4257990 ····· ···· 1.1913 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z1
14344285 5.4314664 ····· ···· 1.3799 C· cjxl_0.10.1_d0e7num_threads0
14826082 5.6057491 ····· ···· 1.3829 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z2
14908292 5.6353768 ····· ···· 1.4843 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z1
14950345 5.6488784 ····· ···· 1.7909 C· cjxl_0.10.1_d0e6num_threads0
15021636 5.6826165 3.45% 3.45% 0.232992 ·A cwebp_1.3.2_z9
15127450 5.7306141 ····· ···· 2.1303 C· cwebp_1.3.2_z8
15212493 5.7442415 ····· ···· 2.242 C· cjxl_0.10.1_d0e5num_threads0
15191718 5.7581292 ····· ···· 2.604 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6
15214904 5.7660789 ····· ···· 2.964 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z4
15225656 5.7697508 ····· ···· 3.006 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z3
15318655 5.8113872 ····· ···· 3.623 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z2
15391482 5.8276848 ····· ···· 3.826 C· cwebp_1.3.2_z6
15427952 5.8400378 ····· ···· 4.608 C· cwebp_1.3.2_z5
15428414 5.8414261 ····· ···· 4.676 C· cwebp_1.3.2_z4
15442132 5.8460402 ····· ···· 4.768 C· cwebp_1.3.2_z3
15583308 5.9197695 ····· ···· 6.361 C· cwebp_1.3.2_z2
15843417 5.9987817 ····· ···· 9.145 C· cjxl_0.10.1_d0e3num_threads0 original
15854143 6.0026244 ····· ···· 9.186 C· cjxl_0.10.1_d0e3num_threads0
17724446 6.6975165 ····· ···· 9.217 C· cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z0 original
17802774 6.7230291 ····· ···· 9.244 C· cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z0
18054165 6.8450582 ····· ···· 9.962 C· cwebp_1.3.2_z0 oxipng_9.0.0_o0a-fast-t1
18055821 6.8455951 ····· ···· 27.5 C· cwebp_1.3.2_z0 original
18514218 7.0228855 ····· ···· 27.7 C· cwebp_1.3.2_z0
19225213 7.2959811 ····· ···· 49.5 C· cjxl_0.10.1_d0e1num_threads0 original
19677953 7.6852776 ····· ···· 50.0 C· cjxl_0.10.1_d0e1num_threads0
20634257 7.9396776 ····· ···· >6.8e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
21 100.00% 0.48 100.00% 21703 0.04 0.94 1.10 all
3 14.29% 0.54 16.12% 4703 0.04 1.02 0.94 emoji
3 14.29% 0.22 6.48% 320 0.00 1.08 1.18 game
2 9.52% 0.79 15.74% 4733 0.01 1.03 1.03 mosaic
6 28.57% 0.41 24.55% 2364 0.00 0.98 1.10 text
21 100.00% 0.48 100.00% 21703 0.04 0.94 1.10 ui
19 90.48% 0.48 90.78% 23499 0.04 0.95 1.11 visibly_opaque
2 9.52% 0.46 9.22% 4645 0.01 0.89 1.00 visibly_transparent
12 57.14% 0.57 68.49% 35038 0.06 0.90 1.10 DirectClass_sRGB
7 33.33% 0.41 28.68% 5008 0.01 1.02 1.02 DirectClass_sRGB_Alpha
2 9.52% 0.14 2.83% 126 0.00 0.94 1.36 PseudoClass_sRGB
4 19.05% 0.47 18.58% 7352 0.02 0.96 0.98 source_gnome_screenshot->exiftool
17 80.95% 0.48 81.42% 25080 0.04 0.94 1.12 source_imagemagick->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)|| best of
1619967 1.081289 100.00% ···· 0.00018634816 C· all
1620793 1.081772 80.95% ···· 0.0305396 C· all except cjxl_0.10.1_d0e11
1621011 1.082052 76.19% ···· 0.0437439 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1621262 1.082149 71.43% ···· 0.0437845 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1621409 1.082411 76.19% ···· 0.0503958 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
1621660 1.082508 71.43% ···· 0.0504439 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
1622384 1.082922 71.43% ···· 0.0507968 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1622635 1.083019 66.67% ···· 0.0508476 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1622610 1.083109 71.43% ···· 0.0534230 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1622820 1.083142 76.19% ···· 0.0666627 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1623071 1.083239 71.43% ···· 0.0668245 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1622921 1.083316 71.43% ···· 0.0688704 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1622939 1.083347 71.43% ···· 0.0804393 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1623190 1.083444 66.67% ···· 0.0806453 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I100g3num_threads0 cwebp_1.3.2_z9
1623337 1.083705 71.43% ···· 0.101675 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
1623588 1.083802 66.67% ···· 0.101987 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
1624732 1.085289 66.67% ···· 0.109324 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z9
1624983 1.085386 61.90% ···· 0.109598 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z9
1624805 1.085415 66.67% ···· 0.138829 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
1625056 1.085512 61.90% ···· 0.139250 C· cjxl_0.10.1_d0e10E3I100g3X0num_threads0 cwebp_1.3.2_z9
1625719 1.088968 57.14% ···· 0.141432 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
1640248 1.113115 57.14% ···· 0.143220 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z9
1640372 1.113155 57.14% ···· 0.144830 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
1640434 1.113203 57.14% ···· 0.153046 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
1654355 1.113986 57.14% ···· 0.153165 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
1642866 1.114255 57.14% ···· 0.154494 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z9
1655136 1.114584 57.14% ···· 0.161489 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
1656152 1.115142 57.14% ···· 0.161820 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
1656449 1.115370 57.14% ···· 0.162283 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
1656495 1.115405 57.14% ···· 0.162714 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
1645645 1.115614 57.14% ···· 0.174976 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
1645728 1.115678 57.14% ···· 0.18600 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
1645790 1.115725 57.14% ···· 0.20015 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
1662881 1.119603 57.14% ···· 0.20695 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
1663178 1.119830 57.14% ···· 0.20777 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
1663224 1.119866 57.14% ···· 0.20849 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
1664005 1.120463 57.14% ···· 0.22393 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
1657466 1.122733 57.14% ···· 0.23759 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
1657549 1.122797 57.14% ···· 0.25785 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
1657846 1.123024 57.14% ···· 0.25925 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
1657892 1.123059 57.14% ···· 0.26040 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
1658950 1.123869 57.14% ···· 0.28465 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z9
1670505 1.128406 57.14% ···· 0.28762 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
1670802 1.128633 57.14% ···· 0.28938 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
1670848 1.128669 57.14% ···· 0.29084 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
1671906 1.129479 57.14% ···· 0.32155 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
1692317 1.138903 57.14% ···· 0.41819 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
1706055 1.140121 42.86% 19.05% 0.00018780117 ·A cjxl_0.10.1_d0e11
1712487 1.149524 57.14% ···· 0.48883 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
1740504 1.165254 57.14% ···· 0.49551 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
1759750 1.174795 57.14% ···· 0.50021 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
1753226 1.181734 ····· ···· 0.51689 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
1781173 1.183466 57.14% ···· 0.52235 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z9
1786084 1.185362 57.14% ···· 0.55944 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z9
1821384 1.198988 57.14% 57.14% 0.59930 CA cwebp_1.3.2_z9
1825057 1.214604 ····· ···· 0.64102 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
1825081 1.214633 ····· ···· 0.69443 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
1827221 1.219592 ····· ···· 0.74063 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
1845357 1.231387 ····· ···· 0.74482 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
1877377 1.240130 ····· ···· 0.97633 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
1877387 1.240148 ····· ···· 1.0767 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
1877411 1.240176 ····· ···· 1.2004 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
1878851 1.244711 ····· ···· 1.2997 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
1875319 1.247482 9.52% ···· 0.18985 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1895997 1.255900 ····· ···· 1.3106 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6
1920697 1.263451 ····· ···· 1.4585 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
1920715 1.263469 ····· ···· 1.662 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
1922061 1.267097 ····· ···· 1.871 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
1922171 1.268032 ····· ···· 2.236 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
1948901 1.284109 ····· ···· 2.271 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
1964885 1.291010 ····· ···· 2.379 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z7
1987291 1.302575 ····· ···· 2.486 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7
1975575 1.309334 4.76% ···· 0.107111 ·A cjxl_0.10.1_d0e10E3I100num_threads0
1989349 1.310721 ····· ···· 0.157958 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
2015074 1.310976 ····· ···· 2.942 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
2013115 1.314595 ····· ···· 3.142 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7
2017916 1.315556 ····· ···· 3.597 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
2017392 1.316062 ····· ···· 3.687 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z7
2018026 1.316490 ····· ···· 5.006 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7
2058542 1.331238 ····· ···· 6.433 C· cwebp_1.3.2_z6 cwebp_1.3.2_z7
2058018 1.331745 ····· ···· 6.659 C· cwebp_1.3.2_z4 cwebp_1.3.2_z7
2058652 1.332173 ····· ···· 12.40 C· cwebp_1.3.2_z7
2091714 1.351835 ····· ···· 13.45 C· cwebp_1.3.2_z6
2175446 1.404426 ····· ···· 13.94 C· cwebp_1.3.2_z5
2177094 1.421157 ····· ···· 14.63 C· cwebp_1.3.2_z4
2260330 1.502922 4.76% ···· 0.249405 ·A cjxl_0.10.1_d0e10P0I100g3num_threads0
2542420 1.651955 ····· ···· 21.5 C· cwebp_1.3.2_z2 original
2543924 1.652722 ····· ···· 21.5 C· cwebp_1.3.2_z2
2622224 1.713056 ····· ···· 28.0 C· cwebp_1.3.2_z1
2584949 1.769074 4.76% ···· 0.59743 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
3013509 2.016984 ····· ···· 45.0 C· cwebp_1.3.2_z0 original
3361709 2.265728 ····· ···· 67.2 C· cjxl_0.10.1_d0e1num_threads0 original
3652569 2.397980 ····· ···· >4.8e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
21 100.00% 0.38 100.00% 2720 0.01 0.92 0.95 all
6 28.57% 0.22 16.48% 694 0.00 1.01 0.93 game
6 28.57% 0.30 22.27% 139 0.00 0.92 0.87 reduced_palette
21 100.00% 0.38 100.00% 2720 0.01 0.92 0.95 text
6 28.57% 0.41 30.82% 2364 0.00 0.98 1.10 ui
21 100.00% 0.38 100.00% 2720 0.01 0.92 0.95 visibly_opaque
12 57.14% 0.45 67.64% 4215 0.01 0.87 0.94 DirectClass_sRGB
2 9.52% 0.29 7.33% 2816 0.01 1.23 1.11 DirectClass_sRGB_Alpha
1 4.76% 0.45 5.63% 26 0.00 0.54 0.89 PseudoClass_Gray
6 28.57% 0.26 19.40% 148 0.00 0.97 0.94 PseudoClass_sRGB
1 4.76% 0.37 4.64% 5193 0.01 0.94 1.08 source_gnome_screenshot->exiftool
20 95.24% 0.38 95.36% 2597 0.01 0.92 0.95 source_imagemagick->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean)|| best of
544226 0.5406421 100.00% ···· 0.00029218958 C· all
544231 0.5406510 95.24% ···· 0.0462923 C· all except cjxl_0.10.1_d0e11
545131 0.5423354 71.43% ···· 0.0695708 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cwebp_1.3.2_z9
545262 0.5423550 66.67% ···· 0.0732768 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cwebp_1.3.2_z9
545325 0.5423601 71.43% ···· 0.0807961 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cwebp_1.3.2_z9
545706 0.5428406 61.90% ···· 0.0849369 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
545693 0.5436791 66.67% ···· 0.0920585 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9 pingo_0.99_s9low
545756 0.5436842 71.43% ···· 0.10145 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9 pingo_0.99_s9low
545762 0.5437224 66.67% ···· 0.11145 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9 pingo_0.99_s8low
545769 0.5437669 66.67% ···· 0.11765 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9 pingo_0.99_s6low
545835 0.5441866 66.67% ···· 0.11879 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9
546143 0.5442029 57.14% ···· 0.12141 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9 pingo_0.99_s8low
546150 0.5442474 57.14% ···· 0.12882 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9 pingo_0.99_s6low
546216 0.5446671 57.14% ···· 0.13073 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
546230 0.5447561 57.14% ···· 0.13700 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z9
546264 0.5449723 57.14% ···· 0.13846 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
546911 0.5451067 57.14% ···· 0.13984 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z9 pingo_0.99_s6low
547039 0.5452115 57.14% ···· 0.14564 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9 pingo_0.99_s6low
546991 0.5456154 57.14% ···· 0.14938 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z9
547119 0.5457202 57.14% ···· 0.15597 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z9
547153 0.5459364 57.14% ···· 0.15786 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
548336 0.5465932 57.14% ···· 0.15960 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9 pingo_0.99_s6low
548402 0.5470130 57.14% ···· 0.16156 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
548416 0.5471020 57.14% ···· 0.17142 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z9
548450 0.5473182 57.14% ···· 0.17362 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z9
549515 0.5480477 57.14% ···· 0.17965 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z9
549549 0.5482639 57.14% ···· 0.18208 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z9
550232 0.5489441 57.14% ···· 0.18244 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
551992 0.5491723 9.52% ···· 0.18572 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
552024 0.5493296 9.52% ···· 0.18816 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
552791 0.5497309 9.52% ···· 0.19237 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8 pingo_0.99_s6low
552935 0.5498639 9.52% ···· 0.20313 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8 pingo_0.99_s6low
552861 0.5502223 9.52% ···· 0.20908 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
553005 0.5503553 9.52% ···· 0.22168 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
553037 0.5505126 9.52% ···· 0.22510 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
554189 0.5510124 9.52% ···· 0.22511 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
554211 0.5511339 9.52% ···· 0.22862 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
554581 0.5521650 9.52% ···· 0.23155 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
554585 0.5522366 9.52% ···· 0.25013 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
554617 0.5523939 9.52% ···· 0.25434 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
555791 0.5530153 9.52% ···· 0.25836 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
556232 0.5541497 9.52% ···· 0.26799 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
556264 0.5543070 9.52% ···· 0.27282 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
557438 0.5549283 9.52% ···· 0.27739 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
558155 0.5556685 9.52% ···· 0.27834 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z7
558676 0.5561471 9.52% ···· 0.27943 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7
554586 0.5565400 14.29% ···· 0.31200 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8 pingo_0.99_s6low
554636 0.5566137 14.29% ···· 0.31220 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8 pingo_0.99_s6low
554646 0.5566311 14.29% ···· 0.31881 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z8 pingo_0.99_s6low
554702 0.5570334 14.29% ···· 0.31886 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
554662 0.5570417 14.29% ···· 0.35748 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
554716 0.5571225 14.29% ···· 0.36680 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
554748 0.5572798 14.29% ···· 0.37659 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z8
555900 0.5577796 14.29% ···· 0.37709 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
555922 0.5579011 14.29% ···· 0.38737 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z7
578466 0.5721754 9.52% ···· 0.38763 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z6
603391 0.5833111 28.57% 4.76% 0.00029427043 ·A cjxl_0.10.1_d0e11
585945 0.5868330 4.76% ···· 0.41398 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8 pingo_0.99_s6low
585995 0.5869068 4.76% ···· 0.41442 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8 pingo_0.99_s6low
586005 0.5869242 4.76% ···· 0.42643 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8 pingo_0.99_s6low
586011 0.5872528 4.76% ···· 0.43707 C· ect_0.9.5_4 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
586061 0.5873265 4.76% ···· 0.43752 C· ect_0.9.5_4 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
586021 0.5873347 4.76% ···· 0.51109 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
586075 0.5874155 4.76% ···· 0.53169 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
586107 0.5875728 4.76% ···· 0.55460 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
587259 0.5880726 4.76% ···· 0.56012 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
587281 0.5881942 4.76% ···· 0.58530 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
591990 0.5938732 4.76% ···· 0.60569 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
592022 0.5940305 4.76% ···· 0.63286 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
592708 0.5944862 4.76% ···· 0.71034 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
592740 0.5946435 4.76% ···· 0.74785 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
592386 0.5949305 4.76% ···· 0.74827 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
592422 0.5950985 4.76% ···· 0.79217 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
592939 0.5951030 4.76% ···· 0.79371 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8 oxipng_9.0.0_o1a-fast-t1
592972 0.5952545 4.76% ···· 0.85737 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
592994 0.5953760 4.76% ···· 0.91162 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
593104 0.5955435 4.76% ···· 0.91378 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
593140 0.5957115 4.76% ···· 0.98045 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
594210 0.5959924 4.76% ···· 1.0047 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
594232 0.5961139 4.76% ···· 1.0840 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
606488 0.6069928 4.76% ···· 1.143 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8 oxipng_9.0.0_o1a-fast-t1
606521 0.6071443 4.76% ···· 1.265 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
606543 0.6072658 4.76% ···· 1.371 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
606653 0.6074333 4.76% ···· 1.375 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
606689 0.6076013 4.76% ···· 1.507 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
607759 0.6078822 4.76% ···· 1.520 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
607781 0.6080037 4.76% ···· 1.677 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
613754 0.6137283 4.76% ···· 1.874 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
613776 0.6138499 4.76% ···· 2.111 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
613886 0.6140174 4.76% ···· 2.121 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
613922 0.6141854 4.76% ···· 2.443 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
614992 0.6144663 4.76% ···· 2.465 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
615014 0.6145878 4.76% ···· 2.883 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
630253 0.6274713 4.76% ···· 2.997 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z7
639699 0.6354129 4.76% ···· 3.117 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7
650612 0.6466089 52.38% 52.38% 0.58689 ·A cwebp_1.3.2_z9
658366 0.6544142 4.76% ···· 3.447 C· cwebp_1.3.2_z4 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
658406 0.6544829 4.76% ···· 3.452 C· cwebp_1.3.2_z3 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
658388 0.6545357 4.76% ···· 4.328 C· cwebp_1.3.2_z4 cwebp_1.3.2_z7 cwebp_1.3.2_z8
658428 0.6546045 4.76% ···· 4.334 C· cwebp_1.3.2_z3 cwebp_1.3.2_z7 cwebp_1.3.2_z8
658528 0.6547286 4.76% ···· 4.357 C· cwebp_1.3.2_z4 cwebp_1.3.2_z6 cwebp_1.3.2_z8
658568 0.6547973 4.76% ···· 4.363 C· cwebp_1.3.2_z3 cwebp_1.3.2_z6 cwebp_1.3.2_z8
658564 0.6548965 4.76% ···· 5.929 C· cwebp_1.3.2_z4 cwebp_1.3.2_z8
658604 0.6549653 4.76% ···· 5.936 C· cwebp_1.3.2_z3 cwebp_1.3.2_z8
659638 0.6551994 4.76% ···· 6.124 C· cwebp_1.3.2_z4 cwebp_1.3.2_z6 cwebp_1.3.2_z7
659678 0.6552681 4.76% ···· 6.160 C· cwebp_1.3.2_z3 cwebp_1.3.2_z6 cwebp_1.3.2_z7
658980 0.6552797 4.76% ···· 9.255 C· cwebp_1.3.2_z8
659700 0.6553896 4.76% ···· 9.294 C· cwebp_1.3.2_z3 cwebp_1.3.2_z7
660076 0.6557041 4.76% ···· 17.5 CA cwebp_1.3.2_z7
696380 0.6757961 ····· ···· 18.3 C· cwebp_1.3.2_z6
686096 0.6778610 4.76% ···· 0.30913 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
674796 0.6819675 9.52% ···· 0.39878 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
694630 0.6946041 4.76% ···· 0.31455 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
778312 0.7414093 ····· ···· 19.2 C· cwebp_1.3.2_z5
778728 0.7415062 ····· ···· 19.7 C· cwebp_1.3.2_z4
781906 0.7451030 ····· ···· 20.1 C· cwebp_1.3.2_z3
865115 0.8381225 4.76% ···· 1.468 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
906716 0.8508403 4.76% ···· 0.39149 ·A cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
906253 0.8711707 4.76% 4.76% 0.80858 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1131220 1.004788 ····· ···· 27.0 C· cwebp_1.3.2_z2 original
1141482 1.011646 ····· ···· 27.5 C· cwebp_1.3.2_z2
1172389 1.044146 ····· ···· 35.5 C· cwebp_1.3.2_z1 original
1190100 1.059576 ····· ···· 36.7 C· cwebp_1.3.2_z1
1300187 1.106279 4.76% 4.76% 0.70546 ·A pingo_0.99_s9low
1518458 1.318784 ····· ···· 49.4 C· cwebp_1.3.2_z0 original
1614365 1.377731 ····· ···· 69.2 C· cjxl_0.10.1_d0e1num_threads0 original
1659071 1.415606 ····· ···· >3.8e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
64 100.00% 0.25 100.00% 33295 0.14 1.00 0.86 all
32 50.00% 0.25 50.00% 15063 0.06 1.00 0.88 albedo
32 50.00% 0.25 50.00% 51528 0.21 1.00 0.84 normal
64 100.00% 0.25 100.00% 33295 0.14 1.00 0.86 texture
64 100.00% 0.25 100.00% 33295 0.14 1.00 0.86 visibly_opaque
60 93.75% 0.25 93.44% 35505 0.15 1.00 0.85 DirectClass_sRGB
4 6.25% 0.26 6.56% 150 0.00 1.00 0.97 PseudoClass_sRGB
40 62.50% 0.25 62.30% 41995 0.18 1.00 0.82 source_gimp
24 37.50% 0.25 37.70% 18796 0.07 1.00 0.92 source_imagemagick->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean) || best of
12965193 6.502834 100.00% ···· 0.000170444828 C· all
12967236 6.503874 73.44% 20.31% 0.000172638187 CA cjxl_0.10.1_d0e11
12970154 6.505239 79.69% ···· 0.01375452 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12970189 6.505256 78.12% ···· 0.01375708 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12970273 6.505296 78.12% ···· 0.01413318 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12970308 6.505312 76.56% ···· 0.01413628 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12970453 6.505382 73.44% ···· 0.0189683 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12970488 6.505398 71.88% ···· 0.0189735 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12972574 6.506393 70.31% ···· 0.0189736 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
12972609 6.506410 68.75% ···· 0.0189788 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
12973941 6.507110 46.88% ···· 0.0289199 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
12975102 6.507664 43.75% ···· 0.0289370 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
12981008 6.510480 42.19% ···· 0.0506041 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
12982169 6.511034 39.06% ···· 0.0506836 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
13155564 6.610956 32.81% ···· 0.0546751 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13156565 6.611384 26.56% ···· 0.0554555 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13156600 6.611401 25.00% ···· 0.0555136 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13157545 6.611852 26.56% ···· 0.0561843 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z5
13157580 6.611868 25.00% ···· 0.0562447 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z5
13159103 6.613805 26.56% ···· 0.0562786 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z3
13159138 6.613822 25.00% ···· 0.0563393 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z3
13168897 6.619061 26.56% ···· 0.0565011 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z2
13168932 6.619077 25.00% ···· 0.0565624 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z2
13171025 6.620353 26.56% ···· 0.0565979 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z1
13171060 6.620369 25.00% ···· 0.0566595 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z1
13203090 6.645720 26.56% ···· 0.0568399 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0
13203125 6.645736 25.00% ···· 0.0569025 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z0
13234834 6.666619 26.56% ···· 0.0569286 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0
13234869 6.666636 25.00% ···· 0.0569915 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13269971 6.667596 4.69% ···· 0.0641721 C· cjxl_0.10.1_d0e10E3I100num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13236290 6.668007 26.56% 1.56% 0.0570319 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
13270951 6.668064 4.69% ···· 0.0650996 C· cjxl_0.10.1_d0e10E3I100num_threads0 cwebp_1.3.2_z5
13272509 6.670017 4.69% ···· 0.0652415 C· cjxl_0.10.1_d0e10E3I100num_threads0 cwebp_1.3.2_z3
13282303 6.675272 4.69% ···· 0.0655314 C· cjxl_0.10.1_d0e10E3I100num_threads0 cwebp_1.3.2_z2
13284431 6.676565 4.69% ···· 0.0656665 C· cjxl_0.10.1_d0e10E3I100num_threads0 cwebp_1.3.2_z1
13293319 6.679008 ····· ···· 0.0660027 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13294299 6.679476 ····· ···· 0.0670029 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5
13294493 6.680151 ····· ···· 0.0684027 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13295473 6.680618 ····· ···· 0.0694598 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cwebp_1.3.2_z5
13297499 6.681584 ····· ···· 0.0719411 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13298479 6.682051 ····· ···· 0.0731308 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z5
13300037 6.684004 ····· ···· 0.0732766 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z3
13311993 6.688495 ····· ···· 0.0759469 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 pingo_0.99_s9low
13311994 6.688496 ····· ···· 0.0797446 C· ect_0.9.5_7 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13312052 6.688523 ····· ···· 0.0816923 C· ect_0.9.5_6 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13312138 6.688564 ····· ···· 0.0817414 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 pingo_0.99_s8low
13312162 6.688576 ····· ···· 0.0853591 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 oxipng_9.0.0_o4a-fast-t1
13312192 6.688590 ····· ···· 0.0883862 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 oxipng_9.0.0_o2a-fast-t1
13312773 6.688867 ····· ···· 0.0933158 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
13313753 6.689334 ····· ···· 0.0953436 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z5
13315311 6.691288 ····· ···· 0.0956059 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3
13325105 6.696543 ····· ···· 0.0962317 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2
13327233 6.697835 ····· ···· 0.0965166 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z1
13358573 6.722511 ····· ···· 0.0971888 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z0
13377990 6.737532 ····· ···· 0.0974457 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e10E3num_threads0
13378239 6.737770 ····· ···· 0.0977445 C· cjxl_0.10.1_d0e10E3num_threads0
13494574 6.780405 ····· ···· 0.101920 C· ect_0.9.5_7 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6
13494632 6.780432 ····· ···· 0.105331 C· ect_0.9.5_6 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6
13494718 6.780473 ····· ···· 0.106122 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6 pingo_0.99_s8low
13494742 6.780485 ····· ···· 0.111970 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6 oxipng_9.0.0_o4a-fast-t1
13494772 6.780499 ····· ···· 0.117321 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6 oxipng_9.0.0_o2a-fast-t1
13495656 6.780921 ····· ···· 0.117741 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6
13496526 6.781191 ····· ···· 0.118202 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z5 oxipng_9.0.0_o2a-fast-t1
13497410 6.781613 ····· ···· 0.118644 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z5
13496235 6.782422 ····· ···· 0.118981 C· cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
13500730 6.783340 ····· ···· 0.119183 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6 pingo_0.99_s0low
13500752 6.783350 ····· ···· 0.119603 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6
13502484 6.784032 ····· ···· 0.120098 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z5 pingo_0.99_s0low
13502506 6.784043 ····· ···· 0.120539 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z5
13502903 6.784376 ····· ···· 0.124226 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
13504657 6.785069 ····· ···· 0.125235 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z5
13506141 6.785987 ····· ···· 0.125920 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z7
13506457 6.786071 ····· ···· 0.126696 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z6
13506411 6.787274 ····· ···· 0.126787 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
13509329 6.787296 ····· ···· 0.127749 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z5
13506857 6.787487 ····· ···· 0.130592 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
13513395 6.790538 ····· ···· 0.133501 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
13515167 6.791239 ····· ···· 0.134605 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5
13517653 6.793610 ····· ···· 0.134967 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4
13520299 6.794896 ····· ···· 0.135231 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3
13528354 6.797527 ····· ···· 0.143156 C· ect_0.9.5_7 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
13528412 6.797554 ····· ···· 0.149720 C· ect_0.9.5_6 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
13528498 6.797596 ····· ···· 0.151741 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 pingo_0.99_s8low
13528522 6.797607 ····· ···· 0.164532 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 oxipng_9.0.0_o4a-fast-t1
13528552 6.797621 ····· ···· 0.175866 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
13528548 6.797830 ····· ···· 0.17678 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
13528994 6.798043 ····· ···· 0.18387 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
13529878 6.798464 ····· ···· 0.18419 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
13534952 6.800884 ····· ···· 0.18864 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8 pingo_0.99_s0low
13535532 6.801094 ····· ···· 0.19119 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 oxipng_9.0.0_o2a-fast-t1
13536416 6.801515 ····· ···· 0.19204 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
13536679 6.801707 ····· ···· 0.19225 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z8
13537304 6.801795 ····· ···· 0.19344 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 oxipng_9.0.0_o2a-fast-t1
13537125 6.801920 ····· ···· 0.20080 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
13540299 6.803433 ····· ···· 0.20715 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
13543663 6.804971 ····· ···· 0.20949 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
13545435 6.805672 ····· ···· 0.21226 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z5
13546907 6.806584 ····· ···· 0.21436 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
13547217 6.806665 ····· ···· 0.21652 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
13550107 6.807899 ····· ···· 0.21949 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5
13552593 6.810270 ····· ···· 0.22023 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4
13556309 6.812067 ····· ···· 0.22103 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3
13562620 6.815662 ····· ···· 0.22452 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2
13571194 6.820028 ····· ···· 0.22610 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z1
13605907 6.846987 ····· ···· 0.22971 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 original
13616700 6.852133 ····· ···· 0.22972 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0
13644989 6.855655 ····· ···· 0.24298 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
13645573 6.856144 ····· ···· 0.24471 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
13646478 6.856575 ····· ···· 0.25840 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
13653109 6.859737 ····· ···· 0.26713 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8 pingo_0.99_s0low
13654937 6.860543 ····· ···· 0.27199 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z6 oxipng_9.0.0_o2a-fast-t1
13657215 6.861515 ····· ···· 0.27639 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5 oxipng_9.0.0_o2a-fast-t1
13660560 6.863110 ····· ···· 0.27729 C· ect_0.9.5_2 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5
13661568 6.863705 ····· ···· 0.28068 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z6 pingo_0.99_s0low
13663846 6.864677 ····· ···· 0.28541 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5 pingo_0.99_s0low
13667925 6.866802 ····· ···· 0.29023 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
13671099 6.868316 ····· ···· 0.30348 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8
13676554 6.870851 ····· ···· 0.30732 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
13678736 6.871777 ····· ···· 0.31316 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z5
13679750 6.872441 ····· ···· 0.31786 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z7
13680108 6.872546 ····· ···· 0.32248 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z6
13683408 6.874005 ····· ···· 0.32894 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5
13688296 6.878036 ····· ···· 0.33078 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z4
13692480 6.880056 ····· ···· 0.33252 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z3
13704102 6.886183 ····· ···· 0.34036 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z2
13715971 6.892120 ····· ···· 0.34413 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z1
13749431 6.917634 ····· ···· 0.35226 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z0 original
13760224 6.922780 ····· ···· 0.35227 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z0
13773683 6.934493 ····· ···· 0.35931 C· cjxl_0.10.1_d0e9num_threads0 original
13786605 6.940655 ····· ···· 0.35932 C· cjxl_0.10.1_d0e9num_threads0
14037352 7.046934 ····· ···· 0.36127 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 pingo_0.99_s0low
14039698 7.047938 ····· ···· 0.36922 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5 pingo_0.99_s0low
14042599 7.049502 ····· ···· 0.37919 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
14045785 7.051021 ····· ···· 0.40266 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
14052338 7.054080 ····· ···· 0.40608 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
14054558 7.055024 ····· ···· 0.41656 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z5
14055584 7.055694 ····· ···· 0.42505 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
14055892 7.055775 ····· ···· 0.43334 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6
14059260 7.057266 ····· ···· 0.44539 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5
14066326 7.063229 ····· ···· 0.44996 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4
14070438 7.065214 ····· ···· 0.45296 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3
14100790 7.080273 ····· ···· 0.46873 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2
14109748 7.081784 ····· ···· 0.53559 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
14110282 7.082249 ····· ···· 0.54288 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
14111630 7.082892 ····· ···· 0.56363 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
14111642 7.082898 ····· ···· 0.61548 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8 oxipng_9.0.0_o2a-fast-t1
14118273 7.086060 ····· ···· 0.67351 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8 pingo_0.99_s0low
14122025 7.087783 ····· ···· 0.67430 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 oxipng_9.0.0_o2a-fast-t1
14124371 7.088787 ····· ···· 0.69907 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 oxipng_9.0.0_o2a-fast-t1
14128656 7.090945 ····· ···· 0.73182 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 pingo_0.99_s0low
14131002 7.091949 ····· ···· 0.76127 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 pingo_0.99_s0low
14133077 7.093119 ····· ···· 0.83274 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
14136263 7.094638 ····· ···· 0.95157 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
14145862 7.099035 ····· ···· 0.98277 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z5
14146888 7.099704 ····· ···· 1.0401 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
14147196 7.099785 ····· ···· 1.0833 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
14150564 7.101277 ····· ···· 1.1523 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5
14158635 7.108198 ····· ···· 1.1730 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
14162747 7.110183 ····· ···· 1.1916 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
14194177 7.125756 ····· ···· 1.2985 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2
14218849 7.137798 ····· ···· 1.3571 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z1
14294631 7.183710 ····· ···· 1.4961 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 original
14333061 7.202035 ····· ···· 1.4962 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0
14327456 7.204247 ····· ···· 1.6214 C· cjxl_0.10.1_d0e7num_threads0 original
14430661 7.253459 ····· ···· 1.6216 C· cjxl_0.10.1_d0e7num_threads0
14739605 7.393384 ····· ···· 1.6491 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z3
14792856 7.431929 ····· ···· 1.6540 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z1
14838663 7.437286 ····· ···· 1.735 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7
14838917 7.437342 ····· ···· 1.846 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z6
14845537 7.440260 ····· ···· 2.040 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5
14860281 7.451802 ····· ···· 2.097 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z4
14884347 7.452208 4.69% ···· 0.0689160 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
14864777 7.454033 ····· ···· 2.151 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z3
14899904 7.466215 ····· ···· 2.302 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z5
14913918 7.473135 ····· ···· 2.487 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6
14916279 7.474023 ····· ···· 2.837 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z5
14931023 7.485565 ····· ···· 2.934 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z4
14936438 7.488234 ····· ···· 3.034 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z3
14988980 7.512156 ····· ···· 3.135 C· cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z5
15004710 7.519657 ····· ···· 3.534 C· cwebp_1.3.2_z0 cwebp_1.3.2_z5
15025699 7.529665 ····· ···· 3.811 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z5
15034638 7.543141 ····· ···· 3.843 C· cwebp_1.3.2_z0 cwebp_1.3.2_z3
15050371 7.550676 ····· ···· 3.979 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z4
15073152 7.552293 ····· ···· 4.259 C· cwebp_1.3.2_z5
15097824 7.573303 ····· ···· 4.471 C· cwebp_1.3.2_z4
15103134 7.575803 ····· ···· 4.729 C· cwebp_1.3.2_z3
15420352 7.740803 ····· ···· 5.199 C· cwebp_1.3.2_z0 cwebp_1.3.2_z2
15441341 7.750811 ····· ···· 5.813 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z2
15491437 7.774699 ····· ···· 6.923 C· cwebp_1.3.2_z2 original
15498152 7.777901 ····· ···· 6.931 C· cwebp_1.3.2_z2
15803992 7.943215 ····· ···· 7.396 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z1 original
15814496 7.948224 ····· ···· 7.407 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z1
15854171 7.967143 ····· ···· 9.287 C· cwebp_1.3.2_z1 original
15875252 7.977195 ····· ···· 9.305 C· cwebp_1.3.2_z1
16712952 8.432950 ····· ···· 9.451 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e2num_threads0 original
16715544 8.434186 ····· ···· 12.75 C· cjxl_0.10.1_d0e2num_threads0 original
17047519 8.600265 ····· ···· 13.84 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z0 original
17086450 8.621758 ····· ···· 22.3 C· cwebp_1.3.2_z0 original
17559897 8.852496 ····· ···· 37.4 C· cjxl_0.10.1_d0e1num_threads0 original
18584048 9.366691 ····· ···· >2.5e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean)| e3/e1 (mean)
| share | share | colors/px (mean) tag
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 all
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 logo
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 visibly_transparent
5 8.93% 0.16 6.83% 915 0.01 1.01 1.13 DirectClass_Gray_Alpha
51 91.07% 0.22 93.17% 29611 0.14 1.00 0.82 DirectClass_sRGB_Alpha
56 100.00% 0.21 100.00% 27049 0.13 1.00 0.85 source_app->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)|| best of
4594750 3.138786 100.00% ···· 0.00017458314 C· all
4599449 3.142328 71.43% ···· 0.009151101 C· all except cjxl_0.10.1_d0e11
4602854 3.144599 48.21% ···· 0.0187278 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z9
4602923 3.144776 46.43% ···· 0.0205415 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
4603361 3.145493 48.21% ···· 0.0214467 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
4603433 3.145538 46.43% ···· 0.0214803 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z9
4605285 3.146705 44.64% ···· 0.0279762 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z9
4607899 3.147289 64.29% 28.57% 0.00017833208 ·A cjxl_0.10.1_d0e11
4608820 3.149619 37.50% ···· 0.0315755 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z1
4612914 3.152158 37.50% ···· 0.0316620 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4614357 3.152941 26.79% ···· 0.0317833 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z1
4614800 3.152988 28.57% ···· 0.0320881 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z1
4616093 3.153083 33.93% ···· 0.0354687 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
4616739 3.153795 33.93% ···· 0.0459734 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z9
4620560 3.156899 26.79% ···· 0.0554420 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z8
4620686 3.156982 26.79% ···· 0.0563356 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z1
4626321 3.159993 17.86% ···· 0.0564325 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z8
4626004 3.160028 16.07% ···· 0.0565142 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0 cwebp_1.3.2_z1
4626447 3.160076 17.86% ···· 0.0573771 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z1
4628664 3.161929 26.79% ···· 0.0566052 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4634425 3.165023 17.86% ···· 0.0576577 CA cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
4639519 3.172566 26.79% ···· 0.0602143 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cwebp_1.3.2_z9
4644286 3.176604 19.64% ···· 0.0607584 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
4644350 3.176644 19.64% ···· 0.0773673 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
4645799 3.177548 19.64% ···· 0.0781935 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
4645807 3.177553 19.64% ···· 0.0783710 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z6
4645985 3.177663 19.64% ···· 0.0786808 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z3
4646199 3.177796 19.64% ···· 0.0792431 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z1
4650321 3.180352 19.64% ···· 0.0799187 CA cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
4658245 3.185766 17.86% 1.79% 0.0789121 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
4718676 3.229725 10.71% ···· 0.0792842 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
4784547 3.279154 7.14% ···· 0.0800019 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
4784825 3.279413 7.14% ···· 0.0801724 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
4784985 3.279562 7.14% ···· 0.0814129 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
4798001 3.281660 1.79% ···· 0.0602314 ·A cjxl_0.10.1_d0e10E3I100num_threads0
4788316 3.281756 7.14% ···· 0.0821874 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
4788854 3.281946 7.14% ···· 0.0823678 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
4790180 3.282814 7.14% ···· 0.0825301 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5
4790802 3.283422 7.14% ···· 0.0827164 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
4792666 3.284898 7.14% ···· 0.0827312 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
4799182 3.289362 7.14% ···· 0.0831051 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
4803404 3.292514 7.14% ···· 0.0833678 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z1
4807526 3.295070 7.14% ···· 0.0840538 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
4826142 3.301192 ····· ···· 0.0932329 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
4826162 3.301207 ····· ···· 0.0947615 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z8
4830317 3.303912 ····· ···· 0.0958898 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z7
4830982 3.304398 ····· ···· 0.0961681 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z6
4831919 3.304952 ····· ···· 0.0963903 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z5
4833065 3.306025 ····· ···· 0.0966298 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4
4833082 3.306040 ····· ···· 0.0966499 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3
4838176 3.309465 ····· ···· 0.0971058 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2
4840353 3.311333 ····· ···· 0.0974257 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z1
4845381 3.314451 ····· ···· 0.0982849 C· cjxl_0.10.1_d0e10E3num_threads0
4852468 3.325258 7.14% ···· 0.0984587 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5
4853090 3.325867 7.14% ···· 0.0987320 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z4
4855072 3.327388 7.14% ···· 0.0987522 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z3
4856083 3.328208 7.14% ···· 0.0998164 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7
4857155 3.328716 7.14% ···· 0.100084 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6
4857373 3.328879 7.14% ···· 0.100614 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z8
4860732 3.331090 7.14% ···· 0.101811 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z7
4866496 3.334508 7.14% ···· 0.102091 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z6
4868538 3.335816 7.14% ···· 0.102344 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z5
4869160 3.336425 7.14% ···· 0.102636 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z4
4870916 3.337805 7.14% ···· 0.102658 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z3
4893820 3.354855 7.14% ···· 0.103267 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z2
4916175 3.371892 7.14% ···· 0.103675 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z1
4953677 3.385597 7.14% ···· 0.104893 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
4949117 3.389342 ····· ···· 0.108655 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
4949601 3.389784 ····· ···· 0.108926 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
4949783 3.389950 ····· ···· 0.108954 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
4949795 3.389957 ····· ···· 0.111304 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
4952285 3.391512 ····· ···· 0.115375 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
4952769 3.391953 ····· ···· 0.115672 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
4952951 3.392119 ····· ···· 0.115701 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
4952963 3.392126 ····· ···· 0.118262 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8
4957359 3.395122 ····· ···· 0.119968 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z7
4958923 3.396100 ····· ···· 0.120366 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z6
4960641 3.397377 ····· ···· 0.120712 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5
4963057 3.398191 ····· ···· 0.129340 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
4963541 3.398632 ····· ···· 0.129715 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
4963723 3.398798 ····· ···· 0.129752 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
4963735 3.398806 ····· ···· 0.133024 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
4964710 3.399216 ····· ···· 0.142844 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
4965194 3.399657 ····· ···· 0.143298 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
4965376 3.399823 ····· ···· 0.143344 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
4965388 3.399830 ····· ···· 0.147372 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
4969784 3.402826 ····· ···· 0.150034 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
4971118 3.403189 ····· ···· 0.156035 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
4971602 3.403631 ····· ···· 0.156570 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
4971784 3.403796 ····· ···· 0.156622 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
4971796 3.403804 ····· ···· 0.161498 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z8
4976192 3.406800 ····· ···· 0.164802 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
4977756 3.407777 ····· ···· 0.165543 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6
4979474 3.409054 ····· ···· 0.166201 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z5
4988828 3.417572 ····· ···· 0.166828 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z4
4990402 3.418767 ····· ···· 0.166890 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z3
4975722 3.421135 8.93% ···· 0.103608 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
5012934 3.434855 ····· ···· 0.168377 C· cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z2
5020715 3.436079 ····· ···· 0.18697 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5020853 3.436165 ····· ···· 0.18877 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5021441 3.436755 ····· ···· 0.18962 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
5021885 3.436797 ····· ···· 0.28083 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z6 cwebp_1.3.2_z8
5021921 3.436827 ····· ···· 0.28452 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5021923 3.436828 ····· ···· 0.29930 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5022511 3.437418 ····· ···· 0.30139 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
5022691 3.437583 ····· ···· 0.30158 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
5023053 3.437807 ····· ···· 0.31898 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
5030366 3.442659 ····· ···· 0.31990 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
5031426 3.443316 ····· ···· 0.32185 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7 oxipng_9.0.0_o0a-fast-t1
5032456 3.444094 ····· ···· 0.32541 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5
5032938 3.444253 ····· ···· 0.33203 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
5035028 3.445689 ····· ···· 0.33800 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5
5047398 3.457421 ····· ···· 0.34085 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4
5051673 3.460502 ····· ···· 0.34111 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3
5072303 3.469118 ····· ···· 0.35690 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z6 cwebp_1.3.2_z8
5072329 3.469146 ····· ···· 0.36268 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5072347 3.469151 ····· ···· 0.38634 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5072935 3.469741 ····· ···· 0.38978 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
5073099 3.469901 ····· ···· 0.39007 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
5073490 3.470133 ····· ···· 0.41892 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
5080803 3.474984 ····· ···· 0.42081 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
5081863 3.475642 ····· ···· 0.42412 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 oxipng_9.0.0_o0a-fast-t1
5082880 3.476416 ····· ···· 0.43029 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5
5083382 3.476583 ····· ···· 0.44190 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
5085459 3.478015 ····· ···· 0.45245 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5
5097829 3.489748 ····· ···· 0.45759 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
5102438 3.493043 ····· ···· 0.45802 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
5143219 3.523572 ····· ···· 0.46866 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
5165837 3.540482 ····· ···· 0.47686 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z1
5181164 3.553400 ····· ···· 0.47710 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 oxipng_9.0.0_o0a-fast-t1
5186887 3.556948 ····· ···· 0.50081 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
5243666 3.579087 ····· ···· 0.50622 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5243698 3.579129 ····· ···· 0.55141 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5244286 3.579719 ····· ···· 0.55803 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
5244436 3.579843 ····· ···· 0.55860 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
5244880 3.580139 ····· ···· 0.61630 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
5253785 3.585978 ····· ···· 0.61771 C· ect_0.9.5_1 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
5254845 3.586635 ····· ···· 0.62492 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7 oxipng_9.0.0_o0a-fast-t1
5256293 3.587673 ····· ···· 0.63869 C· ect_0.9.5_1 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5
5257353 3.588330 ····· ···· 0.64682 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5 oxipng_9.0.0_o0a-fast-t1
5257990 3.588585 ····· ···· 0.66205 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
5260492 3.590277 ····· ···· 0.68644 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5
5272924 3.602047 ····· ···· 0.69798 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4
5278210 3.605734 ····· ···· 0.69893 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3
5296010 3.612170 ····· ···· 0.73291 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5296598 3.612760 ····· ···· 0.74473 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
5296746 3.612883 ····· ···· 0.74590 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
5297212 3.613192 ····· ···· 0.85380 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
5297905 3.613345 ····· ···· 0.93283 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
5298493 3.613935 ····· ···· 0.95034 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
5298641 3.614058 ····· ···· 0.95209 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
5299107 3.614367 ····· ···· 1.1299 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
5309072 3.620863 ····· ···· 1.1570 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7 oxipng_9.0.0_o0a-fast-t1
5312012 3.622690 ····· ···· 1.1684 C· ect_0.9.5_1 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
5312217 3.622813 ····· ···· 1.2859 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
5316217 3.625297 ····· ···· 1.3396 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
5316759 3.625770 ····· ···· 1.3807 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5
5329191 3.637540 ····· ···· 1.4275 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
5334865 3.641468 ····· ···· 1.4318 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
5392218 3.673499 ····· ···· 1.4562 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z6
5393026 3.674137 ····· ···· 1.505 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z5
5405458 3.685907 ····· ···· 1.561 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4
5411294 3.689935 ····· ···· 1.567 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z3
5445508 3.702432 7.14% 7.14% 0.30652 ·A cwebp_1.3.2_z9
5447053 3.710178 ····· ···· 1.601 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z5
5459485 3.721948 ····· ···· 1.664 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z4
5466153 3.726492 ····· ···· 1.670 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z3
5522377 3.759245 ····· ···· 1.929 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7
5532722 3.765655 ····· ···· 2.056 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z8
5534447 3.766659 ····· ···· 2.056 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z6
5537201 3.768461 ····· ···· 2.151 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5
5542948 3.771995 ····· ···· 2.268 C· ect_0.9.5_1 cwebp_1.3.2_z8
5546306 3.774077 ····· ···· 3.011 C· cwebp_1.3.2_z8
5564365 3.786296 ····· ···· 3.141 C· ect_0.9.5_1 cwebp_1.3.2_z7
5568783 3.789035 ····· ···· 3.322 C· cwebp_1.3.2_z7 oxipng_9.0.0_o0a-fast-t1
5571928 3.790985 ····· ···· 4.956 C· cwebp_1.3.2_z7
5597262 3.806641 ····· ···· 5.773 C· cwebp_1.3.2_z6
5606368 3.812587 ····· ···· 6.439 C· cwebp_1.3.2_z5
5630272 3.835828 ····· ···· 7.515 C· cwebp_1.3.2_z4
5928169 4.035075 ····· ···· 10.33 C· cwebp_1.3.2_z2 original
5928656 4.035377 ····· ···· 10.33 C· cwebp_1.3.2_z2
6247781 4.250521 ····· ···· 13.93 C· cwebp_1.3.2_z1 original
6252586 4.253500 ····· ···· 13.95 C· cwebp_1.3.2_z1
7185825 4.859835 ····· ···· 18.0 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z0 original
7342999 4.957416 ····· ···· 18.1 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z0
7352726 4.960632 ····· ···· 31.5 C· cwebp_1.3.2_z0 original
7538550 5.134830 ····· ···· 42.7 C· cjxl_0.10.1_d0e1num_threads0 original
7866774 5.374651 ····· ···· 42.9 C· cjxl_0.10.1_d0e1num_threads0
8082500 5.499941 ····· ···· >2.1e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
24 100.00% 0.02 100.00% 4940 0.29 1.00 0.83 all
24 100.00% 0.02 100.00% 4940 0.29 1.00 0.83 icon
12 50.00% 0.02 48.30% 7272 0.38 1.00 0.80 visibly_opaque
12 50.00% 0.02 51.70% 2607 0.20 1.00 0.87 visibly_transparent
7 29.17% 0.01 25.16% 6515 0.45 1.00 0.79 DirectClass_sRGB
17 70.83% 0.02 74.84% 4291 0.22 1.00 0.85 DirectClass_sRGB_Alpha
4 16.67% 0.00 3.58% 694 0.17 1.00 0.74 source_app
20 83.33% 0.02 96.42% 5789 0.31 1.00 0.85 source_app->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)|| best of
321343 6.18963 100.00% ··· 0.0001325311 C· all
321347 6.18971 91.67% ··· 0.0078923 C· all except cjxl_0.10.1_d0e11
321624 6.19158 75.00% ··· 0.012205 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z3
321800 6.19516 66.67% ··· 0.014225 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z3
322159 6.20259 70.83% ··· 0.018090 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z3
322163 6.20292 66.67% ··· 0.019278 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cwebp_1.3.2_z3
322252 6.20435 66.67% ··· 0.019687 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z4
322256 6.20443 66.67% ··· 0.019690 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z3
321662 6.20811 83.33% 8.33% 0.0001348047 ·A cjxl_0.10.1_d0e11
322159 6.20825 37.50% ··· 0.019873 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z3
322615 6.21211 66.67% ··· 0.021305 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10I100num_threads0 cwebp_1.3.2_z4
322619 6.21219 66.67% ··· 0.021309 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10I100num_threads0 cwebp_1.3.2_z3
322735 6.21468 62.50% ··· 0.026893 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
322739 6.21476 62.50% ··· 0.026899 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
322739 6.21501 58.33% ··· 0.029640 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
322743 6.21509 58.33% ··· 0.029648 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
322746 6.21589 58.33% ··· 0.030034 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z4
322747 6.21598 58.33% ··· 0.031072 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
322751 6.21606 58.33% ··· 0.031081 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
322751 6.21630 58.33% ··· 0.031191 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4
322755 6.21638 58.33% ··· 0.031200 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z3
322750 6.21641 58.33% ··· 0.031567 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
322752 6.21645 58.33% ··· 0.031688 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4
322756 6.21653 58.33% ··· 0.031697 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z3
322778 6.21869 58.33% ··· 0.031934 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z4
322782 6.21877 58.33% ··· 0.031943 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z3
322803 6.22053 58.33% ··· 0.032155 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z4
322807 6.22061 58.33% ··· 0.032164 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z3
322824 6.22334 29.17% ··· 0.032209 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
322826 6.22337 29.17% ··· 0.032323 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4
322830 6.22345 29.17% ··· 0.032333 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z3
322830 6.22363 29.17% ··· 0.032836 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z4
322834 6.22371 29.17% ··· 0.032846 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z3
322860 6.22797 29.17% ··· 0.033498 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z4
322864 6.22806 29.17% ··· 0.033508 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0 cwebp_1.3.2_z3
324118 6.24245 62.50% ··· 0.043274 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z4
324124 6.24257 62.50% ··· 0.043285 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z3
324122 6.24277 58.33% ··· 0.051454 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z4
324128 6.24289 58.33% ··· 0.051469 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z3
324723 6.25987 20.83% ··· 0.051484 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z4
324729 6.25999 20.83% ··· 0.051498 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z3
325022 6.27451 54.17% ··· 0.051615 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z2
325035 6.27478 54.17% ··· 0.053699 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
325388 6.28625 37.50% ··· 0.053392 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
325679 6.29653 16.67% ··· 0.053732 CA cjxl_0.10.1_d0e10E3I99g3num_threads0
324396 6.31928 25.00% ··· 0.034013 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
324525 6.32906 54.17% ··· 0.033161 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
330953 6.38663 4.17% ··· 0.054081 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z6
330995 6.38748 4.17% ··· 0.054299 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z5
331167 6.39098 4.17% ··· 0.054536 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z4
331173 6.39110 4.17% ··· 0.054555 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z3
331796 6.39772 4.17% ··· 0.056031 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
331802 6.39784 4.17% ··· 0.056051 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
331826 6.39845 4.17% ··· 0.056522 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
331832 6.39857 4.17% ··· 0.056542 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
331836 6.39933 4.17% ··· 0.056804 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
331842 6.39945 4.17% ··· 0.056825 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
332078 6.40150 4.17% ··· 0.056902 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6
331990 6.40167 4.17% ··· 0.057832 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6
331996 6.40179 4.17% ··· 0.057855 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6
332004 6.40195 4.17% ··· 0.058105 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z5
332010 6.40207 4.17% ··· 0.058128 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
332020 6.40240 4.17% ··· 0.058286 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6
332026 6.40252 4.17% ··· 0.058309 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6
332034 6.40268 4.17% ··· 0.058553 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z5
332040 6.40280 4.17% ··· 0.058575 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
332030 6.40327 4.17% ··· 0.058597 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6
332070 6.40329 4.17% ··· 0.059915 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z6
332100 6.40403 4.17% ··· 0.060550 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
332110 6.40490 4.17% ··· 0.060871 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z6
332158 6.40588 4.17% ··· 0.061153 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z5
332301 6.40811 4.17% ··· 0.062007 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z6
332349 6.40909 4.17% ··· 0.062297 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5
332112 6.40946 4.17% ··· 0.062530 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
332118 6.40958 4.17% ··· 0.062552 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
332306 6.41340 4.17% ··· 0.064478 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6
332312 6.41353 4.17% ··· 0.064502 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6
332320 6.41369 4.17% ··· 0.064775 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z5
332326 6.41381 4.17% ··· 0.064800 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
332352 6.41434 4.17% ··· 0.065690 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z8
332386 6.41503 4.17% ··· 0.067710 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z6
332434 6.41601 4.17% ··· 0.068019 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z5
333013 6.42779 4.17% ··· 0.068352 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4
333019 6.42791 4.17% ··· 0.068378 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3
334419 6.48325 ····· ··· 0.068649 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2
334611 6.48716 ····· ··· 0.072330 C· cjxl_0.10.1_d0e10E3num_threads0
336889 6.50104 4.17% ··· 0.07247 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z8
336919 6.50177 4.17% ··· 0.07359 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
336929 6.50265 4.17% ··· 0.07401 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z8
336669 6.50464 4.17% ··· 0.1105 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
336675 6.50477 4.17% ··· 0.1106 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
336877 6.50888 4.17% ··· 0.1117 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
336909 6.50953 4.17% ··· 0.1163 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z8
337056 6.51201 4.17% ··· 0.1549 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6 cwebp_1.3.2_z8
337062 6.51214 4.17% ··· 0.1551 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6 cwebp_1.3.2_z8
337058 6.51218 4.17% ··· 0.1571 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z5 cwebp_1.3.2_z8
337064 6.51230 4.17% ··· 0.1573 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5 cwebp_1.3.2_z8
337070 6.51315 4.17% ··· 0.1718 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z8
337076 6.51328 4.17% ··· 0.1720 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
337278 6.51739 4.17% ··· 0.1745 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z8
337310 6.51804 4.17% ··· 0.1867 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z8
338143 6.53413 4.17% ··· 0.1940 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6
338149 6.53425 4.17% ··· 0.1943 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6
338209 6.53559 4.17% ··· 0.1978 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z5
338215 6.53572 4.17% ··· 0.1981 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z5
338223 6.53576 4.17% ··· 0.2118 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
338323 6.53791 4.17% ··· 0.2161 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z5
339631 6.57215 4.17% ··· 0.2211 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4
339637 6.57228 4.17% ··· 0.2216 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3
341495 6.58863 4.17% ··· 0.2242 C· cjxl_0.10.1_d0e4num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5
341272 6.59020 4.17% ··· 0.2332 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6
341278 6.59032 4.17% ··· 0.2337 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6
341352 6.59183 4.17% ··· 0.2575 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z6
341568 6.59457 4.17% ··· 0.2642 C· cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5
341793 6.60026 4.17% ··· 0.2681 C· cjxl_0.10.1_d0e10P6I100g3num_threads0 cwebp_1.3.2_z5
342596 6.62738 4.17% ··· 0.2808 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
342802 6.62955 4.17% ··· 0.2890 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5
343387 6.63318 4.17% ··· 0.2942 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z8
344207 6.64776 4.17% ··· 0.3015 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6 cwebp_1.3.2_z8
344213 6.64788 4.17% ··· 0.3024 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6 cwebp_1.3.2_z8
344287 6.64939 4.17% ··· 0.3398 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z8
344339 6.65169 4.17% ··· 0.3511 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 cwebp_1.3.2_z8
344741 6.65524 4.17% ··· 0.3738 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6
345061 6.66122 4.17% ··· 0.3898 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5
344605 6.66209 4.17% ··· 0.4286 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
345408 6.67594 4.17% ··· 0.456 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z8
345834 6.68086 4.17% ··· 0.513 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 cwebp_1.3.2_z6
345840 6.68098 4.17% ··· 0.516 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z6
345911 6.68206 4.17% ··· 0.520 C· cjxl_0.10.1_d0e2num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
345914 6.68249 4.17% ··· 0.629 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
346234 6.68847 4.17% ··· 0.675 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5
346883 6.69971 4.17% ··· 0.695 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z6
347249 6.70663 4.17% ··· 0.754 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z5
348173 6.72012 4.17% ··· 0.786 C· cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z5
355258 6.77211 4.17% ··· 0.858 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z6
355710 6.78066 4.17% ··· 0.949 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5
355805 6.79097 4.17% ··· 1.05 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6
356327 6.80094 4.17% ··· 1.19 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z5
356902 6.83272 4.17% ··· 1.75 C· cwebp_1.3.2_z6
357428 6.84290 4.17% ··· 2.14 C· cwebp_1.3.2_z5
370850 7.09093 4.17% ··· 2.97 C· cwebp_1.3.2_z4
371744 7.10764 4.17% ··· 3.04 CA cwebp_1.3.2_z3
364213 7.14308 4.17% ··· 0.3061 ·A cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
392708 7.56277 ····· ··· 4.8 C· cwebp_1.3.2_z2
421678 8.08654 ····· ··· 6.1 C· cwebp_1.3.2_z1
469206 8.34098 12.50% ··· 0.052951 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
447946 8.58234 ····· ··· 9.3 C· cwebp_1.3.2_z0 original
538405 10.0449 ····· ··· >17 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
63 100.00% 0.18 100.00% 318 0.00 1.01 0.86 all
63 100.00% 0.18 100.00% 318 0.00 1.01 0.86 pixel_art
59 93.65% 0.17 90.43% 338 0.00 1.00 0.85 visibly_opaque
4 6.35% 0.27 9.57% 26 0.00 1.02 1.12 visibly_transparent
2 3.17% 0.20 3.56% 9056 0.09 1.00 1.30 DirectClass_sRGB
2 3.17% 0.22 4.01% 2 0.00 0.93 0.35 PseudoClass_Gray
55 87.30% 0.17 82.86% 33 0.00 1.01 0.85 PseudoClass_sRGB
4 6.35% 0.27 9.57% 26 0.00 1.02 1.12 PseudoClass_sRGB_Alpha
63 100.00% 0.18 100.00% 318 0.00 1.01 0.86 source_imagemagick->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean)|| best of
1072048 0.851142 100.00% ···· 0.00034833437 C· all
1073009 0.851747 82.54% ···· 0.0208903 C· all except cjxl_0.10.1_d0e11
1075845 0.853395 58.73% 17.46% 0.00035476728 ·A cjxl_0.10.1_d0e11
1078483 0.855225 36.51% ···· 0.0724742 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1078546 0.855252 36.51% ···· 0.0726664 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1077375 0.855288 30.16% ···· 0.0741702 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1076914 0.855293 42.86% ···· 0.0742649 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1077438 0.855314 30.16% ···· 0.0743835 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1079527 0.855600 34.92% ···· 0.0761524 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1079061 0.855606 47.62% ···· 0.0762655 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1079590 0.855626 34.92% ···· 0.0764730 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1083226 0.856222 30.16% ···· 0.0812955 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z7
1083289 0.856249 30.16% ···· 0.0816815 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z7
1083589 0.856328 30.16% ···· 0.0817340 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z6
1077952 0.856344 20.63% ···· 0.0846094 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
1078015 0.856370 20.63% ···· 0.0848604 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
1077834 0.856500 20.63% ···· 0.0857913 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
1077897 0.856527 20.63% ···· 0.0860454 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
1077605 0.856551 34.92% ···· 0.0862018 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2
1077940 0.856567 20.63% ···· 0.0862097 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z4
1078103 0.856611 22.22% ···· 0.0863056 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2
1078420 0.857235 20.63% ···· 0.0863980 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z1
1078103 0.857456 33.33% ···· 0.0866764 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1078586 0.857501 20.63% ···· 0.0867804 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1084962 0.857711 30.16% ···· 0.0936754 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1083853 0.857771 23.81% ···· 0.0964618 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1083220 0.858067 33.33% ···· 0.0965167 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1086006 0.858085 28.57% ···· 0.0997388 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1085719 0.858189 31.75% ···· 0.111437 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2num_threads0
1086111 0.858235 31.75% ···· 0.111832 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3num_threads0
1085853 0.858239 31.75% ···· 0.112104 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1084729 0.858293 25.40% ···· 0.116236 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
1087459 0.858460 30.16% ···· 0.124146 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z7
1087759 0.858539 30.16% ···· 0.124282 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z6
1088139 0.858634 30.16% ···· 0.124533 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z4
1087015 0.858687 23.81% ···· 0.129747 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z4
1087121 0.858838 23.81% ···· 0.129802 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z3
1087165 0.858903 25.40% ···· 0.129953 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2
1089183 0.859008 28.57% ···· 0.13461 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z4
1089289 0.859159 28.57% ···· 0.13468 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z3
1089333 0.859224 30.16% ···· 0.13484 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2
1089533 0.859467 28.57% ···· 0.13594 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1085633 0.859509 15.87% ···· 0.14415 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z8
1085515 0.859666 15.87% ···· 0.14747 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
1085558 0.859706 15.87% ···· 0.14797 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
1085721 0.859750 17.46% ···· 0.14823 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
1093168 0.860012 25.40% ···· 0.15229 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1093232 0.860090 23.81% ···· 0.15369 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z7
1088108 0.860164 14.29% ···· 0.16456 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
1088058 0.860202 15.87% ···· 0.16990 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1088123 0.860266 15.87% ···· 0.17013 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1088143 0.860293 15.87% ···· 0.17057 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z4
1088255 0.860451 15.87% ···· 0.17067 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3
1088151 0.860519 14.29% ···· 0.17169 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
1088194 0.860560 14.29% ···· 0.17237 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z4
1088357 0.860603 15.87% ···· 0.17273 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2
1089436 0.861077 14.29% ···· 0.17299 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z4
1089599 0.861120 15.87% ···· 0.17335 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2
1088840 0.861494 14.29% ···· 0.17459 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1090082 0.862011 14.29% ···· 0.17523 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1094772 0.863141 20.63% ···· 0.18414 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1096165 0.863349 17.46% ···· 0.18485 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1096014 0.863658 20.63% ···· 0.18529 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1098395 0.863842 20.63% ···· 0.18697 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1098771 0.864075 15.87% ···· 0.21077 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7 cwebp_1.3.2_z8
1098789 0.864187 15.87% ···· 0.21897 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6 cwebp_1.3.2_z7
1098799 0.864200 15.87% ···· 0.21986 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
1098801 0.864203 15.87% ···· 0.22321 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1100043 0.864720 15.87% ···· 0.22501 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1100903 0.865349 15.87% ···· 0.22543 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1099120 0.865357 14.29% ···· 0.22623 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cwebp_1.3.2_z7
1100362 0.865874 14.29% ···· 0.22811 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z7
1101218 0.866499 14.29% ···· 0.22855 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z6
1108044 0.869995 14.29% ···· 0.22906 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z5
1108902 0.870220 14.29% ···· 0.22931 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z4
1111252 0.872147 14.29% ···· 0.22952 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z3
1115834 0.874041 15.87% ···· 0.23000 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 original
1114827 0.878921 14.29% ···· 0.23027 C· ect_0.9.5_1 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1117427 0.879735 14.29% ···· 0.23071 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z1 original
1117971 0.880501 14.29% ···· 0.23151 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z0 original
1118365 0.881022 14.29% ···· 0.23326 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 original
1127865 0.883427 1.59% ···· 0.24300 C· ect_0.9.5_7 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1128030 0.883461 1.59% ···· 0.24403 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7 oxipng_9.0.0_o4a-fast-t1
1128070 0.883469 1.59% ···· 0.25248 C· ect_0.9.5_6 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1128271 0.883511 1.59% ···· 0.26087 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7 oxipng_9.0.0_o2a-fast-t1
1128282 0.883513 1.59% ···· 0.26377 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1128654 0.883591 1.59% ···· 0.26715 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7 oxipng_9.0.0_o1a-fast-t1
1128703 0.883601 1.59% ···· 0.26930 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1128961 0.883655 1.59% ···· 0.27110 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1129046 0.883672 1.59% ···· 0.27281 C· ect_0.9.5_2 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1129918 0.884285 1.59% ···· 0.27335 C· ect_0.9.5_2 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1133300 0.884439 1.59% ···· 0.27892 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z4 cwebp_1.3.2_z7
1133294 0.884450 1.59% ···· 0.27920 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
1133616 0.884624 1.59% ···· 0.28480 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1136908 0.885740 1.59% ···· 0.28539 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1134211 0.886317 ····· ···· 0.28993 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z7
1131614 0.887404 14.29% ···· 0.23329 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1137499 0.887429 ····· ···· 0.29053 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z6
1130140 0.888174 23.81% 3.17% 0.23082 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1135381 0.891127 22.22% 1.59% 0.23084 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
1147692 0.891541 ····· ···· 0.29140 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z5
1148381 0.891726 ····· ···· 0.29186 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z4
1150955 0.893844 ····· ···· 0.29217 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z3
1157242 0.896757 1.59% ···· 0.29290 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2 original
1161239 0.900290 1.59% ···· 0.29294 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z2
1130060 0.902267 1.59% ···· 0.29407 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1130333 0.902629 1.59% ···· 0.29471 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1130245 0.902680 ····· ···· 0.29961 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
1130514 0.903037 ····· ···· 0.30028 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6
1130850 0.903546 ····· ···· 0.30119 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z5
1126541 0.903568 4.76% ···· 0.31624 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z8
1126349 0.903675 4.76% ···· 0.33344 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z7
1126616 0.904031 4.76% ···· 0.33427 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z6
1126928 0.904519 4.76% ···· 0.33542 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z5
1140889 0.905442 1.59% ···· 0.34604 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1141435 0.905669 1.59% ···· 0.39494 C· cjxl_0.10.1_d0e10g3num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1131325 0.906451 4.76% ···· 0.41429 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z8
1131133 0.906559 4.76% ···· 0.44481 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
1131400 0.906914 4.76% ···· 0.44631 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
1131712 0.907402 4.76% ···· 0.44840 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5
1133756 0.907895 4.76% ···· 0.44913 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z6
1134068 0.908383 4.76% ···· 0.45126 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z5
1138011 0.909422 4.76% ···· 0.45939 C· ect_0.9.5_5 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
1138047 0.909437 4.76% ···· 0.47625 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
1138133 0.909473 4.76% ···· 0.48062 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
1138138 0.909475 4.76% ···· 0.48627 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
1138405 0.909830 4.76% ···· 0.48795 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6
1142491 0.909942 6.35% ···· 0.50373 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1146795 0.909954 6.35% ···· 0.51187 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1147684 0.910842 6.35% ···· 0.51403 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1140973 0.911257 4.76% ···· 0.51414 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z5
1143167 0.911800 4.76% ···· 0.51936 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z7
1147471 0.911812 4.76% ···· 0.52782 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z7
1148356 0.912694 4.76% ···· 0.53011 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e9num_threads0 cwebp_1.3.2_z6
1145308 0.913062 4.76% ···· 0.53087 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z5
1147540 0.913994 4.76% ···· 0.54723 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
1151847 0.914006 4.76% ···· 0.55891 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
1149652 0.914169 6.35% ···· 0.60111 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1153956 0.914181 6.35% ···· 0.61544 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1148917 0.914461 4.76% ···· 0.68005 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
1153655 0.914626 4.76% ···· 0.69759 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
1151029 0.914637 6.35% ···· 0.76556 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1155764 0.914801 6.35% ···· 0.78812 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1156857 0.915729 6.35% ···· 0.79343 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1158267 0.915810 6.35% ···· 0.79855 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1151705 0.916495 4.76% ···· 0.80140 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
1156440 0.916658 4.76% ···· 0.82560 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
1157529 0.917582 4.76% ···· 0.83143 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
1158491 0.917642 6.35% ···· 0.83160 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1158496 0.917644 6.35% ···· 0.84747 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1163226 0.917805 6.35% ···· 0.85481 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1163231 0.917807 6.35% ···· 0.87093 C· ect_0.9.5_2 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1160752 0.918583 6.35% ···· 0.92892 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1165487 0.918746 6.35% ···· 0.96539 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1166572 0.919674 6.35% ···· 0.97291 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1161428 0.920440 4.76% ···· 0.98219 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z7
1166163 0.920604 4.76% ···· 1.0222 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
1167244 0.921526 4.76% ···· 1.0307 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6
1166057 0.922367 4.76% ···· 1.0388 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z7
1170792 0.922531 4.76% ···· 1.0830 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
1171887 0.923459 4.76% ···· 1.0926 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6
1172813 0.925609 4.76% ···· 1.1048 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z5
1172814 0.926948 4.76% ···· 1.1107 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z4
1174532 0.929096 4.76% ···· 1.1160 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z3
1198218 0.947531 6.35% ···· 1.1256 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 original
1200130 0.949405 6.35% ···· 1.1263 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2
1209117 0.954317 1.59% ···· 1.1929 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
1211873 0.955313 1.59% ···· 1.292 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1212573 0.957218 ····· ···· 1.395 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z7
1216919 0.959206 ····· ···· 1.410 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6
1228177 0.965032 ····· ···· 1.430 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5
1224595 0.967775 1.59% ···· 1.482 C· ect_0.9.5_5 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1225082 0.967990 1.59% ···· 1.639 C· ect_0.9.5_4 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1225388 0.968137 1.59% ···· 1.702 C· ect_0.9.5_3 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1227345 0.968222 1.59% ···· 2.080 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
1230101 0.969219 1.59% ···· 2.398 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1222994 0.970743 9.52% ···· 0.18475 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1230898 0.971266 ····· ···· 2.775 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
1235860 0.973406 ····· ···· 2.850 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
1236735 0.975580 6.35% ···· 0.84420 ·A cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1240704 0.976970 4.76% ···· 1.2060 ·A cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1247594 0.979397 ····· ···· 2.944 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5
1249198 0.982230 ····· ···· 2.994 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
1254525 0.985589 ····· ···· 3.031 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 original
1256766 0.986055 ····· ···· 3.034 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3
1280037 0.990350 4.76% ···· 0.100876 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1230774 0.992597 1.59% 1.59% 1.1275 ·A cjxl_0.10.1_d0e10P5I100g3num_threads0
1280773 0.994827 ····· ···· 3.114 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z5
1273532 0.995181 4.76% 4.76% 0.18820 ·A cwebp_1.3.2_z9
1282837 0.998057 ····· ···· 3.170 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4
1261544 1.00078 1.59% 1.59% 1.1620 ·A cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1289042 1.00210 ····· ···· 3.213 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z3 original
1291283 1.00257 ····· ···· 3.217 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z3
1302787 1.00815 1.59% ···· 3.495 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1299644 1.00962 ····· ···· 3.528 C· ect_0.9.5_1 cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7
1307659 1.01018 1.59% ···· 3.600 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z6
1304273 1.01155 ····· ···· 4.320 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7
1309129 1.01356 ····· ···· 4.483 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z6
1322177 1.01946 ····· ···· 4.715 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z5
1324624 1.02336 ····· ···· 4.845 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z4
1307441 1.02521 1.59% ···· 5.326 C· ect_0.9.5_1 cwebp_1.3.2_z2 cwebp_1.3.2_z7
1311904 1.02607 ····· ···· 5.691 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7
1312070 1.02714 1.59% ···· 7.261 C· cwebp_1.3.2_z2 cwebp_1.3.2_z7
1316958 1.02918 1.59% ···· 7.616 C· cwebp_1.3.2_z2 cwebp_1.3.2_z6
1316012 1.03407 ····· ···· 12.07 C· cwebp_1.3.2_z7
1320928 1.03610 ····· ···· 12.95 C· cwebp_1.3.2_z6
1332350 1.03972 ····· ···· 14.6 C· cwebp_1.3.2_z5
1335308 1.04442 ····· ···· 16.1 C· cwebp_1.3.2_z4
1298981 1.04471 9.52% ···· 0.69099 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1302338 1.04655 7.94% ···· 0.61718 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1347281 1.05127 ····· ···· 16.4 C· cwebp_1.3.2_z3 original
1349522 1.05173 ····· ···· 16.5 C· cwebp_1.3.2_z3
1330307 1.05408 1.59% 1.59% 1.0487 ·A cjxl_0.10.1_d0e10P11I100g3num_threads0
1395184 1.08907 1.59% ···· 18.9 C· cwebp_1.3.2_z2 original
1384704 1.08916 1.59% 1.59% 1.2341 ·A pingo_0.99_s9low
1419644 1.09780 1.59% 1.59% 19.1 CA cwebp_1.3.2_z2
1527397 1.18428 ····· ···· 24.8 C· cwebp_1.3.2_z1 original
1595580 1.21122 ····· ···· 25.0 C· cwebp_1.3.2_z1
1588937 1.25308 ····· ···· 37.1 C· cwebp_1.3.2_z0 original
1609874 1.27146 ····· ···· >1.8e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean) e3/e1 (mean)
| share | share | colors/px (mean) tag
18 100.00% 0.54 100.00% 219 0.00 1.01 2.03 all
18 100.00% 0.54 100.00% 219 0.00 1.01 2.03 pixel_art_scaled
11 61.11% 0.55 61.84% 196 0.00 1.01 1.92 watermark
16 88.89% 0.55 90.86% 241 0.00 1.01 1.97 visibly_opaque
2 11.11% 0.44 9.14% 45 0.00 1.00 2.54 visibly_transparent
7 38.89% 0.58 41.50% 508 0.00 1.00 1.63 DirectClass_sRGB
6 33.33% 0.38 23.63% 38 0.00 1.00 2.58 DirectClass_sRGB_Alpha
5 27.78% 0.68 34.87% 32 0.00 1.01 1.95 PseudoClass_sRGB
9 50.00% 0.60 55.89% 232 0.00 1.01 1.81 source_imagemagick->exiftool
6 33.33% 0.45 27.69% 94 0.00 1.00 2.46 source_web
3 16.67% 0.53 16.42% 432 0.00 1.00 1.83 source_web->exiftool
Mpx/s CPU (mean)
| Pareto front for bpp and CPU time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
186156 0.157386 100.00% ··· 0.117878 C· all
186166 0.157391 94.44% ··· 0.118334 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z3
186206 0.157420 94.44% ··· 0.118454 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z2
186228 0.157431 88.89% ··· 0.118915 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
186923 0.157769 94.44% ··· 0.18190 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3
186933 0.157774 88.89% ··· 0.18293 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z3
186973 0.157803 88.89% ··· 0.18318 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2
186995 0.157814 83.33% ··· 0.18422 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
188752 0.159588 72.22% ··· 0.22927 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
188792 0.159617 72.22% ··· 0.22972 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
188814 0.159628 66.67% ··· 0.23141 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
189057 0.159827 72.22% ··· 0.26317 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
189067 0.159835 72.22% ··· 0.26379 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
189061 0.159838 72.22% ··· 0.26384 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z4
189065 0.159842 72.22% ··· 0.26446 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z4
189071 0.159845 66.67% ··· 0.26681 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z4
189110 0.159917 72.22% ··· 0.26687 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z3
189150 0.159946 72.22% ··· 0.26751 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2
189172 0.159956 66.67% ··· 0.26993 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
190099 0.160962 66.67% ··· 0.27192 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e9num_threads0
190152 0.161113 77.78% ··· 0.28980 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3
190162 0.161118 72.22% ··· 0.29274 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
190202 0.161147 72.22% ··· 0.29361 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
190224 0.161158 66.67% ··· 0.29663 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
190854 0.161783 77.78% ··· 0.35143 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
190864 0.161787 72.22% ··· 0.35607 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
190874 0.161796 72.22% ··· 0.35746 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
190896 0.161807 66.67% ··· 0.36229 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z7
190970 0.161894 66.67% ··· 0.36287 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z6
191041 0.161998 72.22% ··· 0.36539 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z2
191559 0.162546 66.67% ··· 0.36672 C· cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z1
191883 0.162898 66.67% ··· 0.37048 CA cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
199052 0.167648 27.78% ··· 0.54832 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
199198 0.167812 22.22% ··· 0.55827 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
196943 0.168219 5.56% 5.56% 0.35571 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
199695 0.168341 16.67% ··· 0.56718 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z7
201043 0.169814 16.67% ··· 0.56759 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
201278 0.170069 5.56% ··· 0.61179 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
201526 0.170152 5.56% ··· 0.87989 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
202433 0.170647 5.56% ··· 1.469 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z4 cwebp_1.3.2_z7
202483 0.170714 11.11% ··· 1.470 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
202905 0.171035 5.56% ··· 1.539 C· cjxl_0.10.1_d0e10P1I100g2patches0num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
202754 0.171463 5.56% ··· 1.795 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z4 cwebp_1.3.2_z7
202808 0.171536 11.11% ··· 1.798 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
202954 0.171700 5.56% ··· 1.899 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 cwebp_1.3.2_z7
203618 0.172402 ····· ··· 1.993 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
204120 0.172478 11.11% ··· 8.527 C· cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z4 cwebp_1.3.2_z7
204258 0.172626 5.56% ··· 11.33 C· cwebp_1.3.2_z2 cwebp_1.3.2_z4 cwebp_1.3.2_z7
204308 0.172692 11.11% ··· 11.41 C· cwebp_1.3.2_z2 cwebp_1.3.2_z3 cwebp_1.3.2_z7
204730 0.173013 5.56% ··· 17.1 C· cwebp_1.3.2_z2 cwebp_1.3.2_z7
205698 0.173965 ····· ··· 29.6 C· cwebp_1.3.2_z7
209390 0.175921 ····· ··· 31.3 C· cwebp_1.3.2_z6
213142 0.177950 ····· ··· 33.9 C· cwebp_1.3.2_z4
215130 0.179527 5.56% 5.56% 34.6 CA cwebp_1.3.2_z3
221922 0.184669 5.56% 5.56% 41.0 CA cwebp_1.3.2_z2
230004 0.190867 16.67% ··· 0.57899 ·A cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
244030 0.202125 ····· ··· 55.3 C· cwebp_1.3.2_z1
310670 0.259007 ····· ··· 56.4 C· ect_0.9.5_1
409683 0.332054 ····· ··· 74.3 C· cwebp_1.3.2_z0 original
454483 0.371275 ····· ··· 91.6 C· cjxl_0.10.1_d0e1num_threads0 original
486707 0.402799 ····· ··· >5.4e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
21 100.00% 0.51 100.00% 147425 0.32 1.00 0.83 all
21 100.00% 0.51 100.00% 147425 0.32 1.00 0.83 machine_learning
10 47.62% 0.57 53.29% 129303 0.24 1.00 0.82 photo_like
21 100.00% 0.51 100.00% 147425 0.32 1.00 0.83 visibly_opaque
21 100.00% 0.51 100.00% 147425 0.32 1.00 0.83 DirectClass_sRGB
14 66.67% 0.46 60.92% 157658 0.38 1.00 0.84 source_imagemagick->exiftool
7 33.33% 0.59 39.08% 126959 0.22 1.00 0.80 source_web->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean)|| best of
10127783 7.729324 100.00% ···· 0.00011550903 C· all
10128319 7.730087 90.48% ···· 0.008099726 C· all except cjxl_0.10.1_d0e11
10129620 7.731442 71.43% ···· 0.0131884 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10129645 7.731464 66.67% ···· 0.0131899 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10130958 7.732637 47.62% ···· 0.0132465 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10131337 7.733058 66.67% ···· 0.0132799 C· cjxl_0.10.1_d0e10E3I100g0num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10131362 7.733081 61.90% ···· 0.0132813 C· cjxl_0.10.1_d0e10E3I100g0num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133115 7.733146 57.14% ···· 0.0143544 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10133594 7.733352 57.14% ···· 0.0143632 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10133575 7.733356 52.38% ···· 0.0143650 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10134101 7.734149 33.33% ···· 0.0144326 C· cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10132598 7.734338 61.90% ···· 0.0145141 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10132623 7.734361 57.14% ···· 0.0145160 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133936 7.735534 38.10% ···· 0.0145797 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133829 7.735978 61.90% ···· 0.0184788 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10133854 7.736001 57.14% ···· 0.0184816 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10135444 7.737496 38.10% ···· 0.0185886 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10137324 7.737683 47.62% ···· 0.0208530 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10137803 7.737889 47.62% ···· 0.0208724 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10137784 7.737892 42.86% ···· 0.0208761 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10137270 7.738157 61.90% 9.52% 0.00011719113 ·A cjxl_0.10.1_d0e11
10138587 7.739007 23.81% ···· 0.0210133 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10143393 7.747285 52.38% ···· 0.0211483 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10143418 7.747307 47.62% ···· 0.0211528 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10146888 7.748989 38.10% ···· 0.0243356 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10147367 7.749196 38.10% ···· 0.0243650 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10147348 7.749199 33.33% ···· 0.0243713 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10148467 7.750691 14.29% ···· 0.0245511 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10147462 7.750758 52.38% ···· 0.0307462 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10147487 7.750780 47.62% ···· 0.0307553 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10150957 7.752462 38.10% ···· 0.0379572 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10151436 7.752668 38.10% ···· 0.0380296 CA cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10151417 7.752672 33.33% ···· 0.0380447 C· cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10152896 7.754656 14.29% ···· 0.0385179 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10152896 7.754656 14.29% ···· 0.0385142 ·A cjxl_0.10.1_d0e10E3I99g3num_threads0
10190791 7.776723 9.52% ···· 0.0465862 C· cjxl_0.10.1_d0e10E3I100g2num_threads0
10190791 7.776723 9.52% ···· 0.0465749 ·A cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
10184657 7.785109 14.29% ···· 0.0477714 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10224089 7.801101 9.52% ···· 0.0459188 ·A cjxl_0.10.1_d0e10E3I100num_threads0
10221585 7.807260 ····· ···· 0.0506667 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0
10218282 7.822283 14.29% ···· 0.0583950 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0
10255293 7.829003 ····· ···· 0.0681660 C· cjxl_0.10.1_d0e10E3num_threads0
10233083 7.835936 14.29% ···· 0.100027 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e9num_threads0
10237220 7.841131 14.29% ···· 0.11074 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0
10237459 7.841423 14.29% 14.29% 0.16228 CA cjxl_0.10.1_d0e10P14I100g3num_threads0
10317967 7.875121 4.76% ···· 0.0474143 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
10337262 7.911082 ····· ···· 0.16432 C· cjxl_0.10.1_d0e10P6I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0
10320596 7.913438 ····· ···· 0.17133 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e7num_threads0
10320660 7.913584 ····· ···· 0.17844 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0
10321415 7.914382 ····· ···· 0.20135 C· cjxl_0.10.1_d0e10P5I100g3num_threads0
10355499 7.917717 ····· ···· 0.21327 C· cjxl_0.10.1_d0e7num_threads0 cjxl_0.10.1_d0e9num_threads0
10355716 7.917969 ····· ···· 0.26254 C· cjxl_0.10.1_d0e9num_threads0
10401107 7.962406 ····· ···· 0.26916 C· cjxl_0.10.1_d0e7num_threads0 cjxl_0.10.1_d0e8num_threads0
10401740 7.963223 ····· ···· 0.28743 C· cjxl_0.10.1_d0e6num_threads0 cjxl_0.10.1_d0e8num_threads0
10402194 7.963703 ····· ···· 0.35390 C· cjxl_0.10.1_d0e8num_threads0
10436827 7.993384 ····· ···· 0.66746 C· cjxl_0.10.1_d0e6num_threads0 cjxl_0.10.1_d0e7num_threads0
10437229 7.993809 ····· ···· 1.154 C· cjxl_0.10.1_d0e7num_threads0
10626307 8.139520 ····· ···· 1.589 C· cjxl_0.10.1_d0e6num_threads0
10724372 8.218519 ····· ···· 2.125 C· cjxl_0.10.1_d0e5num_threads0
10824194 8.318775 ····· ···· 2.330 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z2
10826046 8.321392 ····· ···· 2.649 C· cjxl_0.10.1_d0e3num_threads0 cjxl_0.10.1_d0e4num_threads0
10829994 8.325871 ····· ···· 3.749 C· cjxl_0.10.1_d0e4num_threads0
10886021 8.358535 ····· ···· 9.066 C· cjxl_0.10.1_d0e3num_threads0
11989197 9.266351 ····· ···· 13.9 C· cjxl_0.10.1_d0e2num_threads0
12772498 9.802510 ····· ···· 14.0 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z0
12830106 9.840096 ····· ···· 21.8 C· cwebp_1.3.2_z0
12945784 9.975906 ····· ···· 39.1 C· cjxl_0.10.1_d0e1num_threads0 original
12963796 9.998178 ····· ···· 39.3 C· cjxl_0.10.1_d0e1num_threads0
15092398 11.36835 ····· ···· >5.1e+02 C· original
patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag
12 100.00% 0.47 100.00% 27185 0.04 1.00 1.01 all
12 100.00% 0.47 100.00% 27185 0.04 1.00 1.01 algorithmic
1 8.33% 0.26 4.61% 6 0.00 1.00 0.37 fractal
4 33.33% 0.49 34.84% 81484 0.11 1.01 0.66 jxl_art
7 58.33% 0.49 60.55% 39 0.00 1.00 1.30 larip
12 100.00% 0.47 100.00% 27185 0.04 1.00 1.01 visibly_opaque
2 16.67% 0.55 19.19% 103478 0.11 1.01 0.71 DirectClass_sRGB
2 16.67% 0.44 15.65% 59490 0.10 1.00 0.60 DirectClass_sRGB_Alpha
7 58.33% 0.49 60.80% 39 0.00 1.00 1.03 PseudoClass_Gray
1 8.33% 0.25 4.37% 9 0.00 1.00 2.25 PseudoClass_sRGB
8 66.67% 0.46 65.16% 35 0.00 1.00 1.18 source_imagemagick->exiftool
4 33.33% 0.49 34.84% 81484 0.11 1.01 0.66 source_web->exiftool
Pareto front for bpp and CPU time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s CPU (mean) || best of
444384 0.5008430 100.00% ···· 0.00040895079 C· all
446370 0.5036265 41.67% 25.00% 0.00041254192 CA cjxl_0.10.1_d0e11
446444 0.5064227 75.00% ···· 0.0478603 C· all except cjxl_0.10.1_d0e11
446748 0.5068040 41.67% ···· 0.0499205 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cwebp_1.3.2_z9
446782 0.5068514 33.33% ···· 0.0565102 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cwebp_1.3.2_z8
446904 0.5071428 16.67% ···· 0.0566468 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cwebp_1.3.2_z7
447096 0.5074841 16.67% ···· 0.0566622 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cwebp_1.3.2_z6
449169 0.5084180 41.67% ···· 0.0574167 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cwebp_1.3.2_z9
449203 0.5084654 33.33% ···· 0.0662998 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cwebp_1.3.2_z8
449325 0.5087568 16.67% ···· 0.0664881 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0 cwebp_1.3.2_z7
447012 0.5087596 41.67% ···· 0.0866467 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z9
447046 0.5088069 33.33% ···· 0.109898 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
446795 0.5089566 50.00% ···· 0.119512 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s9low
446805 0.5089691 33.33% ···· 0.122377 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s8low
446816 0.5089829 33.33% ···· 0.123903 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s7low
446848 0.5090228 33.33% ···· 0.126370 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
446852 0.5090278 33.33% ···· 0.127170 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
446868 0.5090477 33.33% ···· 0.127784 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
446996 0.5093544 16.67% ···· 0.128404 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
447121 0.5093625 33.33% ···· 0.129083 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
447249 0.5096692 16.67% ···· 0.129721 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
447441 0.5100105 16.67% ···· 0.129781 C· cjxl_0.10.1_d0e10E3I100num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z6
449467 0.5104209 33.33% ···· 0.166203 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
449216 0.5105706 50.00% ···· 0.179712 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s9low
449226 0.5105831 33.33% ···· 0.18561 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s8low
449237 0.5105969 33.33% ···· 0.18912 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s7low
449269 0.5106368 33.33% ···· 0.19496 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
449273 0.5106418 33.33% ···· 0.19679 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
449289 0.5106617 33.33% ···· 0.19809 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
449401 0.5109485 16.67% ···· 0.19814 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
449417 0.5109684 16.67% ···· 0.19946 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
449542 0.5109765 33.33% ···· 0.20091 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
449670 0.5112832 16.67% ···· 0.20233 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
449862 0.5116245 16.67% ···· 0.20247 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z6
454215 0.5139033 50.00% ···· 0.21673 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s9low
454225 0.5139158 33.33% ···· 0.22504 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s8low
454236 0.5139296 33.33% ···· 0.23024 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s7low
454262 0.5139620 33.33% ···· 0.23038 C· ect_0.9.5_6 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
454268 0.5139695 33.33% ···· 0.23900 C· ect_0.9.5_5 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
454272 0.5139745 33.33% ···· 0.24173 C· ect_0.9.5_4 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
454288 0.5139944 33.33% ···· 0.24359 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
454400 0.5142812 16.67% ···· 0.24371 C· ect_0.9.5_4 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
454416 0.5143011 16.67% ···· 0.24562 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
454541 0.5143092 33.33% ···· 0.24769 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z8
454669 0.5146159 16.67% ···· 0.24980 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
454861 0.5149571 16.67% ···· 0.25001 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z6
455859 0.5174231 16.67% ···· 0.25008 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z5
455879 0.5174740 16.67% ···· 0.25032 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z4
456670 0.5184908 16.67% ···· 0.25119 C· ect_0.9.5_1 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
457485 0.5201180 16.67% ···· 0.25120 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z0 original
457550 0.5201998 16.67% ···· 0.25185 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 original
459928 0.5247805 16.67% ···· 0.25324 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
459932 0.5247854 16.67% ···· 0.25659 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
459948 0.5248054 16.67% ···· 0.25882 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
460060 0.5250921 ····· ···· 0.25916 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z7
460076 0.5251120 ····· ···· 0.26147 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z7
460201 0.5251201 16.67% ···· 0.26375 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
460329 0.5254268 ····· ···· 0.26653 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z7
460521 0.5257681 ····· ···· 0.26680 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z6
461369 0.5278526 ····· ···· 0.26721 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z4
462160 0.5288695 ····· ···· 0.26830 C· ect_0.9.5_1 cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
462975 0.5304966 ····· ···· 0.26836 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z0 original
463040 0.5305784 ····· ···· 0.26912 C· cjxl_0.10.1_d0e10E3num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 original
472853 0.5348707 16.67% ···· 0.27300 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s8low
472864 0.5348844 16.67% ···· 0.28160 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8 pingo_0.99_s7low
472890 0.5349169 16.67% ···· 0.28334 C· ect_0.9.5_6 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
472896 0.5349244 16.67% ···· 0.29517 C· ect_0.9.5_5 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
472900 0.5349293 16.67% ···· 0.29935 C· ect_0.9.5_4 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
472916 0.5349492 16.67% ···· 0.30197 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
473044 0.5352559 ····· ···· 0.30431 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
473169 0.5352640 16.67% ···· 0.30850 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z8
461368 0.5353239 16.67% ···· 0.30967 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z8
473297 0.5355707 ····· ···· 0.31095 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
461496 0.5356306 ····· ···· 0.31387 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z7
461621 0.5356386 16.67% ···· 0.31890 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z8
461749 0.5359453 ····· ···· 0.32351 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z7
461941 0.5362866 ····· ···· 0.32391 C· cjxl_0.10.1_d0e10E3num_threads0 cwebp_1.3.2_z6
473383 0.5385318 16.67% ···· 0.33342 C· ect_0.9.5_5 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
473387 0.5385367 16.67% ···· 0.33929 C· ect_0.9.5_4 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
473403 0.5385567 16.67% ···· 0.34314 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
473515 0.5388434 ····· ···· 0.34391 C· ect_0.9.5_4 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z7
473531 0.5388633 ····· ···· 0.34794 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z7
473656 0.5388714 16.67% ···· 0.35167 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z8
473784 0.5391781 ····· ···· 0.35680 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z7
473976 0.5395194 ····· ···· 0.35728 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z6
474824 0.5416039 ····· ···· 0.35798 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z4
475615 0.5426208 ····· ···· 0.35999 C· ect_0.9.5_1 cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
476430 0.5442479 ····· ···· 0.36006 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cwebp_1.3.2_z0 original
476495 0.5443297 ····· ···· 0.36144 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 original
472183 0.5506605 ····· ···· 0.17566 ·A cjxl_0.10.1_d0e10E3I100num_threads0
475098 0.5526833 ····· ···· 0.36203 C· cjxl_0.10.1_d0e10num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
475266 0.5527447 16.67% ···· 0.37333 C· cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z8 pingo_0.99_s8low
475277 0.5527585 16.67% ···· 0.38788 C· cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z8 pingo_0.99_s7low
475304 0.5527921 16.67% ···· 0.39056 C· ect_0.9.5_4 cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z8 pingo_0.99_s2low
475309 0.5527984 16.67% ···· 0.41309 C· ect_0.9.5_5 cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z8
475313 0.5528034 16.67% ···· 0.42245 C· ect_0.9.5_4 cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z8
475329 0.5528233 16.67% ···· 0.43033 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z8
475457 0.5531300 ····· ···· 0.43865 C· ect_0.9.5_3 cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z7
475582 0.5531381 16.67% ···· 0.44804 C· cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z8
475710 0.5534448 ····· ···· 0.45745 C· cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z7
475902 0.5537861 ····· ···· 0.45827 C· cjxl_0.10.1_d0e10num_threads0 cwebp_1.3.2_z6
515188 0.5542986 16.67% ···· 0.45864 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
515192 0.5543036 16.67% ···· 0.46900 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
515208 0.5543235 16.67% ···· 0.47454 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7
515333 0.5543316 33.33% ···· 0.47561 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
515092 0.5544938 33.33% ···· 0.48801 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8 pingo_0.99_s8low
515103 0.5545076 33.33% ···· 0.51473 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8 pingo_0.99_s7low
515129 0.5545400 33.33% ···· 0.52095 C· ect_0.9.5_6 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
515135 0.5545475 33.33% ···· 0.56308 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
515139 0.5545525 33.33% ···· 0.57777 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
515155 0.5545724 33.33% ···· 0.58638 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
515267 0.5548592 16.67% ···· 0.59745 C· ect_0.9.5_4 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
515283 0.5548791 16.67% ···· 0.60670 C· ect_0.9.5_3 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
515408 0.5548872 33.33% ···· 0.60734 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
515536 0.5551939 16.67% ···· 0.62922 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z7
519150 0.5578165 16.67% ···· 0.63044 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z6
520428 0.5604691 16.67% ···· 0.63101 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z5
520448 0.5605200 16.67% ···· 0.63226 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 cwebp_1.3.2_z4
521239 0.5615368 16.67% ···· 0.63681 C· ect_0.9.5_1 cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
522119 0.5632458 16.67% ···· 0.64092 C· cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0 original
532514 0.5744106 ····· ···· 0.65368 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
532530 0.5744305 ····· ···· 0.66453 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
532655 0.5744386 16.67% ···· 0.66678 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
532783 0.5747453 ····· ···· 0.69280 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
536397 0.5773679 ····· ···· 0.69449 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6
533270 0.5783527 ····· ···· 0.70507 C· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z7
536884 0.5809753 ····· ···· 0.70660 C· cjxl_0.10.1_d0e10P0I100g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z6
539332 0.5836206 ····· ···· 0.76147 C· ect_0.9.5_5 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
539336 0.5836255 ····· ···· 0.79017 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
539352 0.5836454 ····· ···· 0.80624 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
539477 0.5836535 16.67% ···· 0.80999 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
539605 0.5839602 ····· ···· 0.84866 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
538182 0.5854714 ····· ···· 0.92387 C· ect_0.9.5_5 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
538186 0.5854764 ····· ···· 0.96701 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
538202 0.5854963 ····· ···· 0.99112 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
538327 0.5855044 16.67% ···· 0.99646 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
538455 0.5858110 ····· ···· 1.0560 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
542069 0.5884337 ····· ···· 1.0597 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
544732 0.5906275 ····· ···· 1.0658 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
551979 0.5956309 ····· ···· 1.0660 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 original
552104 0.5957864 ····· ···· 1.0669 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
541280 0.6003658 ····· ···· 1.1015 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
541296 0.6003857 ····· ···· 1.1329 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
541421 0.6003938 16.67% ···· 1.1395 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
541549 0.6007005 ····· ···· 1.2191 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
545163 0.6033231 ····· ···· 1.2239 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6
547826 0.6055169 ····· ···· 1.2321 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z4
555073 0.6105203 ····· ···· 1.2323 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 original
555198 0.6106758 ····· ···· 1.2335 C· cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2
544910 0.6201626 ····· ···· 1.2677 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
544926 0.6201825 ····· ···· 1.3198 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
545051 0.6201906 16.67% ···· 1.3211 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
545179 0.6204973 ····· ···· 1.4527 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
548793 0.6231199 ····· ···· 1.4593 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6
551612 0.6251172 16.67% ···· 1.4800 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
553790 0.6265692 16.67% ···· 1.5568 C· cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z8
556109 0.6308598 ····· ···· 1.6305 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P2I100g2patches0num_threads0 cwebp_1.3.2_z7
545164 0.6316492 ····· ···· 1.6564 C· ect_0.9.5_4 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
545180 0.6316691 ····· ···· 1.7436 C· ect_0.9.5_3 cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
545305 0.6316772 16.67% ···· 1.745 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
545433 0.6319839 ····· ···· 1.978 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
549047 0.6346065 ····· ···· 1.991 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
552218 0.6381364 ····· ···· 2.011 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4
547291 0.6432338 ····· ···· 2.2314 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7
550905 0.6458564 ····· ···· 2.2465 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6
554227 0.6497704 ····· ···· 2.2714 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z4
561911 0.6559485 ····· ···· 2.2763 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2 original
562757 0.6580421 ····· ···· 2.2792 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z2
589835 0.6748749 ····· ···· 2.317 C· cjxl_0.10.1_d0e8num_threads0 original
549999 0.6921276 16.67% ···· 0.64487 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
602712 0.6937846 ····· ···· 2.320 C· cjxl_0.10.1_d0e8num_threads0
583584 0.6938195 16.67% ···· 2.320 C· ect_0.9.5_4 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
583600 0.6938394 16.67% ···· 2.490 C· ect_0.9.5_3 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
583668 0.6938397 ····· ···· 2.534 C· ect_0.9.5_4 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
583684 0.6938597 ····· ···· 2.753 C· ect_0.9.5_3 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
583809 0.6938677 16.67% ···· 2.757 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
583728 0.6941461 ····· ···· 3.012 C· ect_0.9.5_3 cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
583853 0.6941542 16.67% ···· 3.013 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7 cwebp_1.3.2_z8
583937 0.6941744 ····· ···· 3.465 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 cwebp_1.3.2_z7
583981 0.6944609 ····· ···· 3.975 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z7
587589 0.6970785 ····· ···· 4.041 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6
592658 0.7135809 ····· ···· 4.067 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5
593076 0.7162149 ····· ···· 4.162 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4
601364 0.7239291 ····· ···· 4.210 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 original
603661 0.7297128 ····· ···· 4.216 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2
689214 0.7368136 25.00% 25.00% 0.47409 ·A cwebp_1.3.2_z9
631746 0.7444877 ····· ···· 4.297 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z1 original
634527 0.7509285 ····· ···· 4.302 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z1
671775 0.7701781 ····· ···· 4.560 C· ect_0.9.5_1 cjxl_0.10.1_d0e7num_threads0
672657 0.7719757 ····· ···· 4.639 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 original
672722 0.7720575 ····· ···· 4.914 C· cjxl_0.10.1_d0e7num_threads0 original
697649 0.7903279 16.67% ···· 5.275 C· ect_0.9.5_4 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
697665 0.7903478 16.67% ···· 6.044 C· ect_0.9.5_3 cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
697693 0.7906143 16.67% ···· 6.102 C· ect_0.9.5_4 cwebp_1.3.2_z7 cwebp_1.3.2_z8
697709 0.7906342 16.67% ···· 7.151 C· ect_0.9.5_3 cwebp_1.3.2_z7 cwebp_1.3.2_z8
697918 0.7906626 16.67% ···· 9.278 C· cwebp_1.3.2_z6 cwebp_1.3.2_z7 cwebp_1.3.2_z8
697962 0.7909490 16.67% ···· 12.17 C· cwebp_1.3.2_z7 cwebp_1.3.2_z8
702990 0.7945678 16.67% ···· 12.63 C· cwebp_1.3.2_z6 cwebp_1.3.2_z8
703128 0.7949340 16.67% 16.67% 18.71 CA cwebp_1.3.2_z8
702459 0.7966916 ····· ···· 25.75 C· ect_0.9.5_1 cwebp_1.3.2_z7
705130 0.8000148 ····· ···· 35.3 C· cwebp_1.3.2_z7
711754 0.8052375 ····· ···· 39.5 C· cwebp_1.3.2_z6
720110 0.8267549 ····· ···· 40.6 C· cwebp_1.3.2_z5 original
722136 0.8292756 ····· ···· 41.6 C· cwebp_1.3.2_z5
726207 0.8494131 ····· ···· 44.1 C· cwebp_1.3.2_z3 original
723340 0.8499010 ····· ···· 46.3 C· cwebp_1.3.2_z4 original
725268 0.8522998 ····· ···· 47.8 C· cwebp_1.3.2_z4
786606 0.9150470 ····· ···· 48.4 C· cwebp_1.3.2_z2 original
793378 0.9287197 ····· ···· 49.9 C· cwebp_1.3.2_z2
824268 0.9551325 ····· ···· 52.7 C· cwebp_1.3.2_z1 original
834438 0.9736672 ····· ···· 54.2 C· cwebp_1.3.2_z1
949233 1.028654 16.67% 16.67% 1.905 ·A pingo_0.99_s9low
1053179 1.156762 ····· ···· 101 C· ect_0.9.5_1
1321160 1.271530 ····· ···· 0.17574 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1200788 1.309816 ····· ···· 103 C· cwebp_1.3.2_z0
1298252 1.466226 ····· ···· 1.1e+02 C· cjxl_0.10.1_d0e1num_threads0 original
1400898 1.553240 ····· ···· >4.7e+02 C· original
patches/no patches (mean) patches/no patches (mean)
images Mpx (mean) colors (mean) | e3/e1 (mean) images Mpx (mean) colors (mean) | e3/e1 (mean)
| share | share | colors/px (mean) tag | share | share | colors/px (mean) tag
47 100.00% 0.52 100.00% 47013 0.12 1.00 0.96 all 2 4.26% 0.92 7.56% 16480 0.02 1.00 0.75 thumbnail
4 8.51% 0.64 10.45% 90616 0.13 1.00 0.83 3d 2 4.26% 0.69 5.65% 154736 0.22 1.00 0.87 watermark
8 17.02% 0.60 19.79% 115184 0.25 1.00 1.24 album_art 45 95.74% 0.52 96.69% 46605 0.12 1.00 0.96 visibly_opaque
1 2.13% 0.08 0.33% 45979 0.57 1.00 0.82 boxed 2 4.26% 0.40 3.31% 56192 0.13 1.00 1.00 visibly_transparent
4 8.51% 0.66 10.86% 3856 0.01 0.98 1.00 chart 34 72.34% 0.58 80.84% 47954 0.12 1.00 0.82 DirectClass_sRGB
1 2.13% 0.87 3.59% 55942 0.06 1.00 0.88 dither_mean 9 19.15% 0.42 15.50% 64331 0.16 1.00 1.44 DirectClass_sRGB_Alpha
2 4.26% 0.63 5.19% 17820 0.03 1.00 0.79 edit 2 4.26% 0.14 1.12% 42 0.00 1.01 0.86 PseudoClass_Gray
9 19.15% 0.60 22.25% 6789 0.01 0.98 0.74 game 2 4.26% 0.31 2.55% 58 0.00 1.00 1.23 PseudoClass_sRGB
1 2.13% 0.08 0.33% 45979 0.57 1.00 0.82 lossy 1 2.13% 0.92 3.78% 29867 0.03 1.00 0.75 source_gimp
12 25.53% 0.39 19.14% 33654 0.09 1.03 1.10 misc 1 2.13% 0.43 1.77% 72842 0.17 1.00 0.80 source_gnome_screenshot->exiftool
5 10.64% 0.30 6.15% 39366 0.17 1.00 0.75 mixed 33 70.21% 0.51 69.25% 32424 0.10 1.00 0.87 source_imagemagick->exiftool
3 6.38% 0.38 4.68% 55528 0.15 1.00 0.89 optical_illusion 9 19.15% 0.56 20.86% 102445 0.22 1.00 1.15 source_unknown->exiftool
1 2.13% 0.08 0.33% 45979 0.57 1.00 0.82 painting 2 4.26% 0.26 2.14% 5932 0.02 1.00 1.59 source_web
2 4.26% 0.40 3.28% 46824 0.13 1.00 0.92 stereogram 1 2.13% 0.54 2.21% 103062 0.19 1.00 1.47 source_web->exiftool
Pareto front for bpp and CPU time
bpp (mean) unique mins |included in 'all'
B | mins | Mpx/s CPU (mean) || best of
13173893 4.489985 100.00% ···· 0.000170828691 C· all
13184864 4.493067 82.98% ···· 0.007495372 C· all except cjxl_0.10.1_d0e11
13213596 4.503944 40.43% ···· 0.02910187 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13214938 4.504295 44.68% ···· 0.02912719 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z9
13212834 4.504383 38.30% ···· 0.02919825 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
13221512 4.505308 55.32% ···· 0.03041775 C· cjxl_0.10.1_d0e10E3I100g0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13212074 4.505582 57.45% ···· 0.03065334 C· cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13219344 4.505725 59.57% ···· 0.03448136 C· cjxl_0.10.1_d0e10E3I100g2patches0num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13219356 4.505741 59.57% ···· 0.03532841 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13222312 4.506809 53.19% ···· 0.03568195 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13232824 4.508950 57.45% ···· 0.03680493 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cjxl_0.10.1_d0e10P0I1g3patches0num_threads0 cwebp_1.3.2_z9
13236288 4.509460 36.17% ···· 0.04096802 C· ect_0.9.5_7 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13236435 4.509636 36.17% ···· 0.04247404 C· ect_0.9.5_6 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13236459 4.509665 36.17% ···· 0.04452569 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13236465 4.509672 36.17% ···· 0.04743020 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9 original
13238051 4.510122 40.43% ···· 0.04749949 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z9 original
13236843 4.510573 34.04% ···· 0.04778268 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9 original
13237267 4.511082 34.04% ···· 0.04778287 C· cjxl_0.10.1_d0e10E3I100g2num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9
13235181 4.511402 53.19% ···· 0.05063823 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13235187 4.511410 53.19% ···· 0.05533208 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9 original
13235611 4.511919 53.19% ···· 0.05533228 C· cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13238143 4.512478 46.81% ···· 0.05639531 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9 original
13238567 4.512987 46.81% ···· 0.05639550 C· cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13252266 4.514800 29.79% ···· 0.0574459 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
13253857 4.515474 29.79% ···· 0.0576343 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0 cwebp_1.3.2_z9
13251680 4.515760 27.66% ···· 0.05814258 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0 cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0 cwebp_1.3.2_z9 original
13251241 4.515836 29.79% ···· 0.0612903 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9
13251247 4.515843 29.79% ···· 0.0680086 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10g3num_threads0 cwebp_1.3.2_z9 original
13253326 4.516072 29.79% ···· 0.0687299 C· ect_0.9.5_7 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13253473 4.516248 29.79% ···· 0.0731699 C· ect_0.9.5_6 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13253497 4.516277 29.79% ···· 0.0797346 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13253503 4.516284 29.79% ···· 0.0915869 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9 original
13253927 4.516793 29.79% ···· 0.0915873 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z9
13255094 4.516959 29.79% ···· 0.0919019 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z9 original
13255518 4.517468 29.79% ···· 0.0919024 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z9
13269983 4.521137 25.53% ···· 0.0936080 C· cjxl_0.10.1_d0e10E3I100g3num_threads0 cwebp_1.3.2_z9 original
13270407 4.521646 25.53% ···· 0.0936084 C· cjxl_0.10.1_d0e10E3I100g3num_threads0 cwebp_1.3.2_z9
13272297 4.521952 29.79% ···· 0.0947067 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9 original
13272721 4.522461 29.79% ···· 0.0947072 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z9
13265856 4.529381 55.32% 17.02% 0.000175449708 ·A cjxl_0.10.1_d0e11
13411928 4.557346 21.28% ···· 0.106853 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z8 original
13411960 4.557361 19.15% ···· 0.108454 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7 original
13412462 4.557485 19.15% ···· 0.108572 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6 original
13412614 4.557856 19.15% ···· 0.108915 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z7 original
13413116 4.557980 19.15% ···· 0.109035 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z6 original
13417462 4.559308 19.15% ···· 0.109326 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z4 original
13420876 4.560598 19.15% ···· 0.109337 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cwebp_1.3.2_z3 original
13421585 4.560765 21.28% ···· 0.111405 C· ect_0.9.5_5 cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8
13421591 4.560773 21.28% ···· 0.134619 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
13421623 4.560788 19.15% ···· 0.136999 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
13422125 4.560912 19.15% ···· 0.137178 C· cjxl_0.10.1_d0e10E3I100g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
13422277 4.561283 19.15% ···· 0.137692 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
13422779 4.561407 19.15% ···· 0.137874 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
13427125 4.562735 19.15% ···· 0.138293 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z4 original
13430539 4.564025 19.15% ···· 0.138313 C· cjxl_0.10.1_d0e10E3I99g3patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 original
13438547 4.565429 14.89% ···· 0.138315 C· cjxl_0.10.1_d0e10E3I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
13437882 4.565506 21.28% ···· 0.139532 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z8 original
13437914 4.565521 19.15% ···· 0.141842 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
13438448 4.565651 19.15% ···· 0.142033 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
13442758 4.566972 19.15% ···· 0.142462 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z4 original
13446076 4.568247 19.15% ···· 0.142482 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 original
13460780 4.573630 19.15% ···· 0.143058 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z7 original
13461314 4.573759 19.15% ···· 0.143251 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z6 original
13465624 4.575081 19.15% ···· 0.143685 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z4 original
13468942 4.576355 19.15% ···· 0.143705 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z3 original
13474122 4.580579 19.15% ···· 0.143852 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z1 original
13479169 4.586636 19.15% ···· 0.143853 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z1
13494720 4.587468 21.28% ···· 0.144264 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z2 original
13496988 4.588688 19.15% ···· 0.145101 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z1 original
13494652 4.591499 19.15% ···· 0.145539 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0 original
13499699 4.597557 19.15% ···· 0.145540 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 cwebp_1.3.2_z0
13521734 4.601850 19.15% ···· 0.146822 C· cjxl_0.10.1_d0e10E3I99g3num_threads0 original
13585376 4.644961 19.15% 2.13% 0.142485 ·A cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
13606726 4.650432 19.15% 2.13% 0.146824 CA cjxl_0.10.1_d0e10E3I99g3num_threads0
13610554 4.651206 14.89% ···· 0.143167 ·A cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
13634608 4.662632 23.40% ···· 0.140410 ·A cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
13716822 4.664425 8.51% ···· 0.147423 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
13718542 4.665344 8.51% ···· 0.147693 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6
13726362 4.666947 6.38% ···· 0.148237 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
13717676 4.667703 8.51% ···· 0.148606 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
13719396 4.668623 8.51% ···· 0.148879 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6
13727216 4.670226 6.38% ···· 0.149425 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e2num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
13715033 4.670961 8.51% ···· 0.151262 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
13716261 4.671574 8.51% ···· 0.151530 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
13718102 4.672202 8.51% ···· 0.152552 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
13719330 4.672815 8.51% ···· 0.152832 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
13649761 4.672933 17.02% ···· 0.0848691 ·A cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
13724038 4.673774 8.51% ···· 0.153377 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 original
13733936 4.676658 6.38% ···· 0.153571 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
13738942 4.677676 6.38% ···· 0.154119 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 original
13742456 4.681016 8.51% ···· 0.154182 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z6 original
13747164 4.681975 8.51% ···· 0.154736 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z5 original
13757062 4.684859 6.38% ···· 0.154916 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z6 original
13762068 4.685877 6.38% ···· 0.155473 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z5 original
13765300 4.689755 6.38% ···· 0.155474 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z5
13763468 4.693252 6.38% ···· 0.155502 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z4 original
13767068 4.694296 6.38% ···· 0.155578 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z3 original
13771942 4.700145 6.38% ···· 0.155580 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z3
13777564 4.706470 10.64% ···· 0.155586 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z2 original
13822122 4.708261 6.38% ···· 0.155763 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cjxl_0.10.1_d0e2num_threads0 original
13798447 4.711951 8.51% ···· 0.156273 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z2 original
13783673 4.715162 8.51% ···· 0.156753 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z1 original
13802376 4.720236 6.38% ···· 0.157444 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z1 original
13807412 4.726280 6.38% ···· 0.157446 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z1
13784126 4.730718 8.51% ···· 0.157803 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0 cwebp_1.3.2_z0 original
13802316 4.735705 6.38% ···· 0.158575 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0 original
13807352 4.741749 6.38% ···· 0.158577 C· cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 cwebp_1.3.2_z0
13831069 4.753242 6.38% ···· 0.159153 C· cjxl_0.10.1_d0e1num_threads0 cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0 original
13915014 4.759905 10.64% ···· 0.173145 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z9 original
13915438 4.760414 10.64% ···· 0.173147 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z9
13972466 4.773944 10.64% ···· 0.109274 ·A cjxl_0.10.1_d0e10E3I100g2num_threads0
13993173 4.789953 10.64% ···· 0.173997 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9 original
13993597 4.790462 10.64% ···· 0.173999 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z9
13997887 4.792594 10.64% ···· 0.175218 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9 original
13998311 4.793103 10.64% ···· 0.175220 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z9
14002928 4.795359 10.64% ···· 0.192400 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9 original
14003352 4.795868 10.64% ···· 0.192402 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z9
14236757 4.837075 ····· ···· 0.232581 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
14245331 4.837651 ····· ···· 0.234906 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e10P2I100g2num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
14243117 4.837693 ····· ···· 0.240976 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7 original
14243733 4.838432 ····· ···· 0.240978 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z7
14253945 4.840531 ····· ···· 0.241845 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 original
14256007 4.841298 ····· ···· 0.243657 C· cjxl_0.10.1_d0e10P1I100g3patches0num_threads0 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z4 original
14250149 4.841463 ····· ···· 0.282800 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
14252203 4.842787 ····· ···· 0.285128 C· ect_0.9.5_5 cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
14250100 4.843004 ····· ···· 0.394042 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
14256460 4.843622 ····· ···· 0.416397 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
14257076 4.844361 ····· ···· 0.416429 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
14268872 4.846874 ····· ···· 0.419023 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
14270054 4.848293 ····· ···· 0.419055 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6
14272034 4.848779 ····· ···· 0.424203 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 original
14276908 4.854629 ····· ···· 0.424236 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3
14301738 4.858529 ····· ···· 0.426784 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z6 original
14304900 4.860434 ····· ···· 0.432141 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3 original
14311216 4.866795 ····· ···· 0.432175 C· cjxl_0.10.1_d0e10P14I100g3num_threads0 cwebp_1.3.2_z3
14343317 4.878317 ····· ···· 0.438268 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7 original
14343933 4.879056 ····· ···· 0.438305 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cjxl_0.10.1_d0e5num_threads0 cwebp_1.3.2_z7
14341346 4.879707 2.13% ···· 0.478956 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z8 original
14341382 4.879725 ····· ···· 0.513143 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7 original
14341998 4.880464 ····· ···· 0.513194 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
14347697 4.880848 ····· ···· 0.538135 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
14348358 4.881082 ····· ···· 0.551448 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7 original
14348974 4.881821 ····· ···· 0.551504 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z7
14362466 4.885650 ····· ···· 0.555715 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6 original
14363648 4.887069 ····· ···· 0.555772 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z6
14369710 4.887769 ····· ···· 0.562910 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z5 original
14371667 4.891582 ····· ···· 0.564544 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z4 original
14368383 4.891748 ····· ···· 0.564905 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3 original
14373257 4.897598 ····· ···· 0.564964 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z3
14466521 4.922878 2.13% ···· 0.576627 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2 original
14473663 4.931450 2.13% ···· 0.576687 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z2
14488353 4.932776 ····· ···· 0.577792 C· ect_0.9.5_1 cjxl_0.10.1_d0e10P5I100g3num_threads0
14554883 4.943008 ····· ···· 0.587933 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z1 original
14580179 4.954834 ····· ···· 0.598177 C· cjxl_0.10.1_d0e10P5I100g3num_threads0 cwebp_1.3.2_z0 original
14607358 4.957187 2.13% ···· 0.65660 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
14615564 4.958578 ····· ···· 0.70585 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
14622412 4.959292 ····· ···· 0.77876 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
14623028 4.960031 ····· ···· 0.77886 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
14639484 4.964595 ····· ···· 0.79256 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
14640666 4.966013 ····· ···· 0.79265 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6
14649203 4.967638 ····· ···· 0.80634 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 original
14652435 4.971517 ····· ···· 0.80644 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5
14648553 4.973100 ····· ···· 0.81019 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 original
14672350 4.976250 ····· ···· 0.81723 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z6 original
14682069 4.979292 ····· ···· 0.83183 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z5 original
14681419 4.984755 ····· ···· 0.83591 C· cjxl_0.10.1_d0e8num_threads0 cwebp_1.3.2_z3 original
14718517 4.993311 2.13% ···· 1.0661 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z8
14729321 4.995264 ····· ···· 1.1896 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 cwebp_1.3.2_z7
14736169 4.995978 ····· ···· 1.4057 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
14736785 4.996717 ····· ···· 1.4061 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
14754399 5.001531 ····· ···· 1.4530 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6 original
14755581 5.002950 ····· ···· 1.4534 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z6
14776940 5.006842 ····· ···· 1.5029 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 original
14780172 5.010721 ····· ···· 1.5033 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5
14779876 5.012506 ····· ···· 1.5171 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z4 original
14777222 5.012782 ····· ···· 1.5228 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z3 original
14787265 5.013186 ····· ···· 1.5325 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z6 original
14809806 5.018497 ····· ···· 1.5876 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z5 original
14812742 5.024161 ····· ···· 1.6036 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z4 original
14810088 5.024437 ····· ···· 1.6102 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z3 original
14919349 5.058250 2.13% ···· 1.6279 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2 original
14928463 5.067500 2.13% ···· 1.6283 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z2
14952215 5.069904 2.13% ···· 1.7268 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z2 original
15096357 5.105329 ····· ···· 1.7822 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z5 original
15099193 5.110966 ····· ···· 1.8031 C· cjxl_0.10.1_d0e6num_threads0 cwebp_1.3.2_z4 original
15132610 5.111096 ····· ···· 1.8247 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z1 original
15174080 5.122837 ····· ···· 1.9652 C· cjxl_0.10.1_d0e7num_threads0 cwebp_1.3.2_z0 original
14987860 5.133604 10.64% 8.51% 0.331465 ·A cwebp_1.3.2_z9
15211162 5.136734 ····· ···· 2.1101 C· cjxl_0.10.1_d0e7num_threads0 original
15335526 5.176625 ····· ···· 2.2444 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
15336142 5.177365 ····· ···· 2.2454 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
15368392 5.188280 ····· ···· 2.4468 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z7 original
15400479 5.194695 ····· ···· 2.4999 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 original
15403711 5.198574 ····· ···· 2.5011 C· cjxl_0.10.1_d0e4num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5
15389012 5.199785 ····· ···· 3.0029 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
15389628 5.200524 ····· ···· 3.0046 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z7
15421878 5.211439 ····· ···· 3.3694 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z7 original
15467808 5.221738 ····· ···· 3.453 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5 original
15019724 5.223622 2.13% ···· 0.0853776 ·A cjxl_0.10.1_d0e10E3I100g0num_threads0
15471040 5.225616 ····· ···· 3.455 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z0 cwebp_1.3.2_z5
15467978 5.226117 ····· ···· 3.631 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z6 original
15500674 5.233392 ····· ···· 3.921 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z5 original
15503510 5.239030 ····· ···· 4.013 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z4 original
15514142 5.242819 ····· ···· 4.040 C· cjxl_0.10.1_d0e3num_threads0 cwebp_1.3.2_z3 original
15602630 5.290000 ····· ···· 5.2672 C· cwebp_1.3.2_z0 cwebp_1.3.2_z7 original
15603246 5.290739 ····· ···· 5.2732 C· cwebp_1.3.2_z0 cwebp_1.3.2_z7
15635496 5.301655 ····· ···· 6.975 C· cwebp_1.3.2_z7 original
15692054 5.319323 ····· ···· 7.541 C· cwebp_1.3.2_z6 original
15741654 5.329607 ····· ···· 8.606 C· cwebp_1.3.2_z5 original
15747578 5.346047 ····· ···· 8.904 C· cwebp_1.3.2_z4 original
15504885 5.388981 4.26% ···· 0.0855361 ·A cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
16100574 5.474003 ····· ···· 8.922 C· cwebp_1.3.2_z4
16313042 5.559177 2.13% ···· 11.74 C· cwebp_1.3.2_z2 original
16669418 5.691996 2.13% ···· 11.77 C· cwebp_1.3.2_z2
16782333 5.753496 4.26% 4.26% 0.447560 ·A cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
17017762 5.775265 ····· ···· 16.88 C· cwebp_1.3.2_z1 original
17172056 5.841691 ····· ···· 16.94 C· cwebp_1.3.2_z1
17035745 5.843631 2.13% ···· 0.286180 ·A cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
17044676 5.846282 2.13% 2.13% 0.281079 ·A cjxl_0.10.1_d0e10P0I100g2num_threads0
18620818 6.315217 ····· ···· 20.06 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z0 original
18672462 6.344160 ····· ···· 20.11 C· cjxl_0.10.1_d0e1num_threads0 cwebp_1.3.2_z0
18699237 6.346714 ····· ···· 33.1 C· cwebp_1.3.2_z0 original
19049360 6.446016 ····· ···· 33.2 C· cwebp_1.3.2_z0
19609223 6.628247 ····· ···· 53.4 C· cjxl_0.10.1_d0e1num_threads0 original
20674718 7.118173 2.13% ···· 0.277336 ·A cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
20179448 7.180861 4.26% ···· 0.0867521 ·A cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
22000434 7.415707 ····· ···· >5.2e+02 C· original
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
794 100.00% 1.31 100.00% 87506 0.10 0.97 all 34 4.28% 0.30 0.97% 49998 0.20 0.84 normal
65 8.19% 2.73 17.06% 168476 0.07 0.86 3d 6 0.76% 2.39 1.38% 31417 0.08 0.82 optical_illusion
32 4.03% 0.25 0.77% 15063 0.06 0.88 albedo 1 0.13% 0.08 0.01% 45979 0.57 0.82 painting
18 2.27% 1.57 2.72% 194320 0.19 1.03 album_art 1 0.13% 2.36 0.23% 59557 0.03 0.81 panorama
45 5.67% 1.55 6.71% 75544 0.06 1.35 algorithmic 94 11.84% 0.85 7.67% 115300 0.15 0.85 photo
3 0.38% 1.82 0.53% 116147 0.06 0.85 blend 21 2.64% 1.84 3.72% 251721 0.21 0.83 photo_like
10 1.26% 1.53 1.47% 126413 0.15 0.81 boxed 73 9.19% 0.23 1.59% 804 0.00 0.90 pixel_art
14 1.76% 3.63 4.89% 25988 0.01 0.96 chart 33 4.16% 1.62 5.13% 9346 0.00 2.63 pixel_art_scaled
1 0.13% 2.07 0.20% 456202 0.22 0.84 collage 6 0.76% 0.30 0.17% 139 0.00 0.87 reduced_palette
12 1.51% 3.94 4.54% 80719 0.02 0.84 comic 3 0.38% 7.65 2.21% 282036 0.03 0.80 scan
2 0.25% 1.05 0.20% 31449 0.03 0.88 diffuse 11 1.39% 1.59 1.68% 5063 0.01 1.12 sprite_sheet
73 9.19% 1.89 13.28% 127204 0.08 0.80 digital_painting 2 0.25% 0.40 0.08% 46824 0.13 0.92 stereogram
6 0.76% 1.66 0.96% 302073 0.18 0.82 digital_painting_like 24 3.02% 0.52 1.21% 3400 0.01 0.97 text
3 0.38% 1.12 0.32% 25396 0.03 0.88 dither_mean 68 8.56% 0.30 1.94% 33012 0.13 0.86 texture
2 0.25% 8.25 1.59% 422948 0.05 0.73 drawing 2 0.25% 0.92 0.18% 16480 0.02 0.75 thumbnail
24 3.02% 1.73 4.00% 79792 0.10 0.84 edit 58 7.30% 1.28 7.16% 55987 0.04 0.99 ui
3 0.38% 0.54 0.16% 4703 0.04 0.94 emoji 6 0.76% 3.89 2.25% 9966 0.00 0.87 vector
21 2.64% 1.77 3.58% 135078 0.09 0.78 film 60 7.56% 1.52 8.77% 123847 0.11 1.11 watermark
2 0.25% 8.52 1.64% 6 0.00 3.79 fractal 682 85.89% 1.37 89.92% 94163 0.09 0.98 visibly_opaque
84 10.58% 2.24 18.08% 123777 0.05 0.87 game 112 14.11% 0.94 10.08% 46972 0.11 0.92 visibly_transparent
20 2.52% 1.48 2.85% 15462 0.02 1.04 game_asset 6 0.76% 0.37 0.21% 800 0.01 1.06 DirectClass_Gray_Alpha
8 1.01% 1.82 1.40% 68722 0.04 0.97 glitch 493 62.09% 1.48 70.21% 119230 0.12 0.90 DirectClass_sRGB
2 0.25% 1.72 0.33% 146688 0.09 0.80 gregstump 171 21.54% 1.22 20.09% 62487 0.11 1.13 DirectClass_sRGB_Alpha
24 3.02% 0.02 0.04% 4940 0.29 0.84 icon 30 3.78% 1.63 4.71% 133 0.00 0.82 PseudoClass_Gray
27 3.40% 1.14 2.96% 124026 0.10 0.75 jxl_art 87 10.96% 0.54 4.55% 55 0.00 1.06 PseudoClass_sRGB
1 0.13% 0.87 0.08% 224155 0.26 0.87 kaleidoscope 7 0.88% 0.33 0.22% 102 0.00 1.19 PseudoClass_sRGB_Alpha
16 2.02% 1.37 2.11% 3173 0.00 2.06 larip 92 11.59% 0.35 3.10% 20270 0.15 0.88 source_app
56 7.05% 0.21 1.15% 27049 0.13 0.85 logo 43 5.42% 0.33 1.36% 50988 0.17 0.85 source_gimp
81 10.20% 1.17 9.11% 94366 0.12 0.85 lossy 11 1.39% 1.37 1.46% 48831 0.04 0.94 source_gnome_screenshot
51 6.42% 1.75 8.58% 254917 0.23 0.83 machine_learning 523 65.87% 1.45 73.07% 89787 0.08 0.94 source_imagemagick
21 2.64% 0.99 1.99% 62692 0.08 0.97 misc 2 0.25% 1.79 0.34% 59126 0.03 0.80 source_sdl
22 2.77% 1.66 3.52% 140632 0.11 0.91 mixed 33 4.16% 1.69 5.38% 129706 0.11 0.95 source_unknown
2 0.25% 0.79 0.15% 4733 0.01 1.03 mosaic 90 11.34% 1.77 15.30% 150316 0.10 1.31 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
569412479 4.3514512 68.89% 68.64% 0.17631491 R cjxl_0.10.1_d0e10num_threads0
587232581 4.4605543 4.66% 4.41% 0.5311045 R cjxl_0.10.1_d0e9num_threads0
594779698 4.5397211 1.26% 1.13% 0.9007228 R cjxl_0.10.1_d0e8num_threads0
607582312 4.6518660 0.50% 0.50% 2.12581 R cjxl_0.10.1_d0e7num_threads0
623045810 4.7005627 18.26% 17.63% 0.3141514 · cwebp_1.3.2_z9
636350688 4.8128155 2.14% 0.63% 3.94460 R cwebp_1.3.2_z8
640429582 4.8364493 2.14% 0.50% 6.94552 R cwebp_1.3.2_z7
643205470 4.8533476 1.01% 0.38% 8.02640 R cwebp_1.3.2_z6
638236204 4.8535071 ···· ···· 2.54327 · cjxl_0.10.1_d0e6num_threads0
645341368 4.8678261 0.88% 0.13% 9.04924 R cwebp_1.3.2_z5
646756320 4.8845517 1.26% 0.50% 9.53289 R cwebp_1.3.2_z4
647203686 4.8889352 0.88% 0.38% 9.74330 R cwebp_1.3.2_z3
652084165 4.9613202 0.13% 0.13% 2.99472 · cjxl_0.10.1_d0e5num_threads0
661341918 5.0317033 2.14% 1.64% 12.0802 R cwebp_1.3.2_z2
679165164 5.2110697 0.38% 0.13% 15.7660 R cwebp_1.3.2_z1
733668872 5.3349926 0.38% 0.38% 4.67000 · cjxl_0.10.1_d0e4num_threads0
791467924 5.7088188 ···· ···· 10.2779 · cjxl_0.10.1_d0e3num_threads0
775211220 5.9633294 ···· ···· 31.894 R cwebp_1.3.2_z0
789333417 5.9672509 0.38% ···· 1.232399 · oxipng_9.0.0_o6a-fast-t1
789356950 5.9676158 0.38% ···· 1.288289 · oxipng_9.0.0_o5a-fast-t1
789497140 5.9703388 0.38% ···· 1.470113 · oxipng_9.0.0_o4a-fast-t1
790379185 5.9781621 0.25% ···· 1.83422 · oxipng_9.0.0_o3a-fast-t1
795144908 6.0075782 0.25% ···· 2.72188 · oxipng_9.0.0_o2a-fast-t1
816451032 6.0174253 ···· ···· 15.505 · cjxl_0.10.1_d0e2num_threads0
804368120 6.0917235 0.13% ···· 5.13102 · oxipng_9.0.0_o1a-fast-t1
847067671 6.3884212 0.13% ···· 16.416 · oxipng_9.0.0_o0a-fast-t1
859583689 6.5911745 ···· ···· 55.719 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
115 100.00% 1.02 100.00% 118912 0.14 0.84 all
9 7.83% 1.69 13.01% 135350 0.10 0.80 boxed
1 0.87% 2.07 1.77% 456202 0.22 0.84 collage
11 9.57% 0.94 8.84% 95756 0.16 0.82 edit
21 18.26% 1.77 31.82% 135078 0.09 0.78 film
1 0.87% 0.87 0.75% 224155 0.26 0.87 kaleidoscope
64 55.65% 1.08 59.27% 101553 0.13 0.84 lossy
94 81.74% 0.85 68.18% 115300 0.15 0.85 photo
5 4.35% 1.23 5.26% 169890 0.15 0.81 ui
27 23.48% 1.04 23.94% 165965 0.18 0.84 watermark
112 97.39% 1.03 98.57% 118492 0.14 0.84 visibly_opaque
3 2.61% 0.56 1.43% 134572 0.25 0.81 visibly_transparent
98 85.22% 0.99 83.34% 126549 0.15 0.84 DirectClass_sRGB
8 6.96% 1.30 8.88% 158861 0.17 0.81 DirectClass_sRGB_Alpha
6 5.22% 0.86 4.40% 248 0.00 0.86 PseudoClass_Gray
3 2.61% 1.32 3.39% 241 0.00 0.82 PseudoClass_sRGB
1 0.87% 2.07 1.77% 456202 0.22 0.84 source_gimp
2 1.74% 2.07 3.55% 72757 0.04 0.84 source_gnome_screenshot
111 96.52% 0.98 93.34% 114625 0.14 0.84 source_imagemagick
1 0.87% 1.57 1.34% 349755 0.22 0.84 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
78251783 5.7914533 81.74% 81.74% 0.1119560 R cjxl_0.10.1_d0e10num_threads0
78733084 5.8264672 7.83% 7.83% 0.340678 R cjxl_0.10.1_d0e9num_threads0
79268852 5.8669634 5.22% 5.22% 0.489208 R cjxl_0.10.1_d0e8num_threads0
79933012 5.9123549 1.74% 1.74% 1.3876 R cjxl_0.10.1_d0e7num_threads0
82653063 6.0861681 ···· ···· 1.9018 R cjxl_0.10.1_d0e6num_threads0
83941643 6.1931928 ···· ···· 2.4897 R cjxl_0.10.1_d0e5num_threads0
84717765 6.2808696 2.61% 2.61% 4.1971 R cjxl_0.10.1_d0e4num_threads0
86371952 6.4117152 ···· ···· 9.9803 R cjxl_0.10.1_d0e3num_threads0
88276960 6.5074808 ···· ···· 0.172440 · cwebp_1.3.2_z9
89157134 6.5739476 ···· ···· 2.2410 · cwebp_1.3.2_z8
89718302 6.6107888 0.87% 0.87% 2.5370 · cwebp_1.3.2_z7
89996444 6.6255953 ···· ···· 3.4229 · cwebp_1.3.2_z6
90093724 6.6323383 ···· ···· 4.3680 · cwebp_1.3.2_z5
90129862 6.6385948 ···· ···· 4.4425 · cwebp_1.3.2_z4
90162918 6.6425129 ···· ···· 4.7167 · cwebp_1.3.2_z3
92018432 6.7781251 ···· ···· 6.3181 · cwebp_1.3.2_z2
93901340 6.9331435 ···· ···· 7.9233 · cwebp_1.3.2_z1
95954349 7.0815463 ···· ···· 15.35 R cjxl_0.10.1_d0e2num_threads0
103410396 7.6257987 ···· ···· 46.51 R cjxl_0.10.1_d0e1num_threads0
105084522 7.6830528 ···· ···· 21.09 · cwebp_1.3.2_z0
112318933 8.3825653 ···· ···· 0.839483 · oxipng_9.0.0_o6a-fast-t1
112329240 8.3847598 ···· ···· 0.909835 · oxipng_9.0.0_o5a-fast-t1
112417350 8.3953572 ···· ···· 1.11106 · oxipng_9.0.0_o4a-fast-t1
112524084 8.4034444 ···· ···· 1.26968 · oxipng_9.0.0_o3a-fast-t1
113737399 8.4868220 ···· ···· 1.9441 · oxipng_9.0.0_o2a-fast-t1
114342846 8.5355778 ···· ···· 3.8794 · oxipng_9.0.0_o1a-fast-t1
120309577 8.9375240 ···· ···· 14.70 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
88 100.00% 0.94 100.00% 112200 0.14 0.84 all
10 11.36% 1.86 22.62% 154678 0.09 0.75 film
46 52.27% 0.97 54.31% 83374 0.12 0.85 lossy
78 88.64% 0.82 77.38% 106754 0.15 0.86 photo
26 29.55% 0.98 30.93% 161622 0.18 0.84 watermark
85 96.59% 0.95 97.97% 111410 0.14 0.85 visibly_opaque
3 3.41% 0.56 2.03% 134572 0.25 0.81 visibly_transparent
75 85.23% 0.93 84.76% 121659 0.15 0.85 DirectClass_sRGB
6 6.82% 1.04 7.58% 124567 0.18 0.80 DirectClass_sRGB_Alpha
4 4.55% 0.58 2.84% 252 0.00 0.84 PseudoClass_Gray
3 3.41% 1.32 4.82% 241 0.00 0.82 PseudoClass_sRGB
1 1.14% 2.07 2.52% 78231 0.04 0.81 source_gnome_screenshot
86 97.73% 0.91 95.57% 109832 0.14 0.84 source_imagemagick
1 1.14% 1.57 1.91% 349755 0.22 0.84 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
57704095 6.0434540 79.55% 79.55% 0.111081 R cjxl_0.10.1_d0e10num_threads0
58094546 6.0832776 10.23% 10.23% 0.339286 R cjxl_0.10.1_d0e9num_threads0
58505259 6.1272466 4.55% 4.55% 0.485548 R cjxl_0.10.1_d0e8num_threads0
58988093 6.1760170 1.14% 1.14% 1.3874 R cjxl_0.10.1_d0e7num_threads0
61052535 6.3639515 ···· ···· 1.8967 R cjxl_0.10.1_d0e6num_threads0
62038940 6.4822037 ···· ···· 2.4851 R cjxl_0.10.1_d0e5num_threads0
62441541 6.5701669 3.41% 3.41% 4.2026 R cjxl_0.10.1_d0e4num_threads0
63703862 6.7126733 ···· ···· 9.902 R cjxl_0.10.1_d0e3num_threads0
64425364 6.7478011 ···· ···· 0.174259 · cwebp_1.3.2_z9
65032166 6.8155865 ···· ···· 2.2671 · cwebp_1.3.2_z8
65491516 6.8605371 1.14% 1.14% 2.5558 · cwebp_1.3.2_z7
65663922 6.8745492 ···· ···· 3.4166 · cwebp_1.3.2_z6
65728692 6.8810869 ···· ···· 4.3531 · cwebp_1.3.2_z5
65761446 6.8864002 ···· ···· 4.4150 · cwebp_1.3.2_z4
65796096 6.8909699 ···· ···· 4.6747 · cwebp_1.3.2_z3
67386064 7.0463554 ···· ···· 6.2965 · cwebp_1.3.2_z2
68886316 7.2163960 ···· ···· 7.8932 · cwebp_1.3.2_z1
70331983 7.3759427 ···· ···· 15.07 R cjxl_0.10.1_d0e2num_threads0
75957806 7.9506960 ···· ···· 45.53 R cjxl_0.10.1_d0e1num_threads0
76483150 7.9543613 ···· ···· 20.76 · cwebp_1.3.2_z0
81911569 8.6979309 ···· ···· 0.822748 · oxipng_9.0.0_o6a-fast-t1
81917965 8.6990965 ···· ···· 0.893661 · oxipng_9.0.0_o5a-fast-t1
82005595 8.7129029 ···· ···· 1.0980 · oxipng_9.0.0_o4a-fast-t1
82088210 8.7208828 ···· ···· 1.2495 · oxipng_9.0.0_o3a-fast-t1
83103019 8.8162623 ···· ···· 1.9177 · oxipng_9.0.0_o2a-fast-t1
83584437 8.8692039 ···· ···· 3.8472 · oxipng_9.0.0_o1a-fast-t1
87823775 9.2813190 ···· ···· 14.43 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
109 100.00% 1.11 100.00% 139080 0.16 0.84 all
10 9.17% 1.86 15.39% 154678 0.09 0.75 film
46 42.20% 0.97 36.95% 83374 0.12 0.85 lossy
21 19.27% 1.84 31.96% 251721 0.21 0.83 machine_learning
78 71.56% 0.82 52.65% 106754 0.15 0.86 photo
21 19.27% 1.84 31.96% 251721 0.21 0.83 photo_like
26 23.85% 0.98 21.05% 161622 0.18 0.84 watermark
106 97.25% 1.13 98.62% 139208 0.15 0.84 visibly_opaque
3 2.75% 0.56 1.38% 134572 0.25 0.81 visibly_transparent
96 88.07% 1.13 89.63% 150110 0.16 0.84 DirectClass_sRGB
6 5.50% 1.04 5.15% 124567 0.18 0.80 DirectClass_sRGB_Alpha
4 3.67% 0.58 1.93% 252 0.00 0.84 PseudoClass_Gray
3 2.75% 1.32 3.28% 241 0.00 0.82 PseudoClass_sRGB
1 0.92% 2.07 1.71% 78231 0.04 0.81 source_gnome_screenshot
97 88.99% 1.08 86.76% 120601 0.15 0.84 source_imagemagick
11 10.09% 1.27 11.53% 307560 0.24 0.82 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
91737927 6.2038777 79.82% 79.82% 0.1085080 R cjxl_0.10.1_d0e10num_threads0
92466218 6.2445515 11.01% 11.01% 0.324219 R cjxl_0.10.1_d0e9num_threads0
92942332 6.2847870 3.67% 3.67% 0.457081 R cjxl_0.10.1_d0e8num_threads0
93454766 6.3266964 1.83% 1.83% 1.3507 R cjxl_0.10.1_d0e7num_threads0
96118760 6.5069758 ···· ···· 1.8657 R cjxl_0.10.1_d0e6num_threads0
97336449 6.6146201 ···· ···· 2.4617 R cjxl_0.10.1_d0e5num_threads0
98006902 6.6956256 2.75% 2.75% 4.1870 R cjxl_0.10.1_d0e4num_threads0
99701354 6.8225197 ···· ···· 9.8389 R cjxl_0.10.1_d0e3num_threads0
101334208 6.8989691 ···· ···· 0.170576 · cwebp_1.3.2_z9
102434138 6.9718879 ···· ···· 2.2545 · cwebp_1.3.2_z8
103083670 7.0143102 0.92% 0.92% 2.5237 · cwebp_1.3.2_z7
103287058 7.0278927 ···· ···· 3.4066 · cwebp_1.3.2_z6
103366886 7.0341773 ···· ···· 4.3943 · cwebp_1.3.2_z5
103529278 7.0403852 ···· ···· 4.4536 · cwebp_1.3.2_z4
103562174 7.0438899 ···· ···· 4.7066 · cwebp_1.3.2_z3
105218456 7.1800195 ···· ···· 6.3512 · cwebp_1.3.2_z2
107039624 7.3439579 ···· ···· 7.8859 · cwebp_1.3.2_z1
108902969 7.4961706 ···· ···· 15.10 R cjxl_0.10.1_d0e2num_threads0
118359734 8.0893019 ···· ···· 21.05 R cwebp_1.3.2_z0
118515278 8.1061385 ···· ···· 44.96 R cjxl_0.10.1_d0e1num_threads0
129683398 8.9145455 ···· ···· 0.797695 · oxipng_9.0.0_o6a-fast-t1
129693840 8.9159053 ···· ···· 0.868228 · oxipng_9.0.0_o5a-fast-t1
129781470 8.9270517 ···· ···· 1.07214 · oxipng_9.0.0_o4a-fast-t1
129866009 8.9344827 ···· ···· 1.21595 · oxipng_9.0.0_o3a-fast-t1
131169077 9.0209083 ···· ···· 1.8615 · oxipng_9.0.0_o2a-fast-t1
131732907 9.0670971 ···· ···· 3.7805 · oxipng_9.0.0_o1a-fast-t1
137743527 9.4816996 ···· ···· 14.33 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
65 100.00% 2.73 100.00% 168476 0.07 0.86 all
65 100.00% 2.73 100.00% 168476 0.07 0.86 3d
4 6.15% 1.33 3.00% 35646 0.03 0.78 edit
49 75.38% 2.36 65.15% 164262 0.07 0.86 game
2 3.08% 2.07 2.34% 33612 0.02 1.09 glitch
1 1.54% 2.07 1.17% 104912 0.05 0.88 lossy
1 1.54% 2.36 1.33% 59557 0.03 0.81 panorama
1 1.54% 2.03 1.14% 283541 0.14 0.89 ui
10 15.38% 4.06 22.90% 189553 0.09 0.84 watermark
63 96.92% 2.73 97.11% 170893 0.07 0.86 visibly_opaque
2 3.08% 2.56 2.89% 92348 0.04 0.80 visibly_transparent
61 93.85% 2.74 94.18% 171128 0.07 0.86 DirectClass_sRGB
4 6.15% 2.58 5.82% 128030 0.05 0.81 DirectClass_sRGB_Alpha
62 95.38% 2.72 95.02% 168750 0.07 0.86 source_imagemagick
3 4.62% 2.94 4.98% 162819 0.05 0.88 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
142472073 6.3960563 87.69% 87.69% 0.08924721 R cjxl_0.10.1_d0e10num_threads0
144420521 6.4782399 4.62% 4.62% 0.272748 R cjxl_0.10.1_d0e9num_threads0
145569362 6.5376037 ···· ···· 0.396745 R cjxl_0.10.1_d0e8num_threads0
147470361 6.6291576 ···· ···· 1.20482 R cjxl_0.10.1_d0e7num_threads0
153996694 6.9019364 7.69% 7.69% 0.203344 · cwebp_1.3.2_z9
155673328 6.9885854 ···· ···· 1.69553 R cjxl_0.10.1_d0e6num_threads0
156058054 6.9967442 ···· ···· 1.65871 · cwebp_1.3.2_z8
157170056 7.0482580 ···· ···· 2.0236 R cwebp_1.3.2_z7
157562172 7.0723565 ···· ···· 3.2245 R cwebp_1.3.2_z6
157741406 7.0817288 ···· ···· 4.1940 R cwebp_1.3.2_z5
158012292 7.0883226 ···· ···· 4.1910 · cwebp_1.3.2_z4
158095836 7.0931027 ···· ···· 4.3901 R cwebp_1.3.2_z3
158159339 7.0996455 ···· ···· 2.3425 · cjxl_0.10.1_d0e5num_threads0
159913172 7.1738309 ···· ···· 5.5765 R cwebp_1.3.2_z2
162827589 7.3506859 ···· ···· 3.7593 · cjxl_0.10.1_d0e4num_threads0
163395380 7.3660679 ···· ···· 6.7976 R cwebp_1.3.2_z1
167282044 7.5646060 ···· ···· 9.7624 R cjxl_0.10.1_d0e3num_threads0
176569303 8.0554636 ···· ···· 15.930 R cjxl_0.10.1_d0e2num_threads0
183258814 8.2950659 ···· ···· 22.36 R cwebp_1.3.2_z0
193983705 8.7556508 ···· ···· 0.790390 · oxipng_9.0.0_o5a-fast-t1
193983974 8.7556763 ···· ···· 0.730175 · oxipng_9.0.0_o6a-fast-t1
193988235 8.7561455 ···· ···· 0.968253 · oxipng_9.0.0_o4a-fast-t1
194103100 8.7616416 ···· ···· 1.12127 · oxipng_9.0.0_o3a-fast-t1
195076262 8.7913261 ···· ···· 51.40 R cjxl_0.10.1_d0e1num_threads0
195362043 8.8187472 ···· ···· 1.69484 · oxipng_9.0.0_o2a-fast-t1
196680985 8.8786242 ···· ···· 3.6116 · oxipng_9.0.0_o1a-fast-t1
205470151 9.2476382 ···· ···· 16.263 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
57 100.00% 2.87 100.00% 182421 0.08 0.85 all
57 100.00% 2.87 100.00% 182421 0.08 0.85 3d
43 75.44% 2.46 64.66% 182153 0.08 0.86 game
1 1.75% 2.07 1.27% 104912 0.05 0.88 lossy
10 17.54% 4.06 24.84% 189553 0.09 0.84 watermark
56 98.25% 2.87 98.31% 183444 0.08 0.86 visibly_opaque
1 1.75% 2.76 1.69% 125139 0.05 0.78 visibly_transparent
55 96.49% 2.87 96.41% 181660 0.08 0.85 DirectClass_sRGB
2 3.51% 2.94 3.59% 203370 0.07 0.84 DirectClass_sRGB_Alpha
54 94.74% 2.86 94.60% 183510 0.08 0.85 source_imagemagick
3 5.26% 2.94 5.40% 162819 0.05 0.88 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
134112009 6.6687550 89.47% 89.47% 0.08871625 R cjxl_0.10.1_d0e10num_threads0
135837232 6.7469883 3.51% 3.51% 0.270726 R cjxl_0.10.1_d0e9num_threads0
136918179 6.8088673 ···· ···· 0.387633 R cjxl_0.10.1_d0e8num_threads0
138642124 6.8992592 ···· ···· 1.17557 R cjxl_0.10.1_d0e7num_threads0
145073975 7.1977432 7.02% 7.02% 0.196573 · cwebp_1.3.2_z9
146435801 7.2757051 ···· ···· 1.6777 R cjxl_0.10.1_d0e6num_threads0
147030763 7.2971126 ···· ···· 1.59663 · cwebp_1.3.2_z8
148030497 7.3479055 ···· ···· 1.9191 R cwebp_1.3.2_z7
148374323 7.3709678 ···· ···· 3.0636 R cwebp_1.3.2_z6
148533563 7.3801074 ···· ···· 4.0346 R cwebp_1.3.2_z5
148804449 7.3876266 ···· ···· 4.0296 · cwebp_1.3.2_z4
148765839 7.3891674 ···· ···· 2.3495 · cjxl_0.10.1_d0e5num_threads0
148880151 7.3924395 ···· ···· 4.2287 R cwebp_1.3.2_z3
150568921 7.4734031 ···· ···· 5.4401 R cwebp_1.3.2_z2
152648423 7.6209838 ···· ···· 3.7682 · cjxl_0.10.1_d0e4num_threads0
153720183 7.6652365 ···· ···· 6.5775 R cwebp_1.3.2_z1
156156832 7.7999312 ···· ···· 9.7694 R cjxl_0.10.1_d0e3num_threads0
165469836 8.3459302 ···· ···· 15.91 R cjxl_0.10.1_d0e2num_threads0
172561239 8.6482646 ···· ···· 21.78 R cwebp_1.3.2_z0
182913251 9.1025427 ···· ···· 50.60 R cjxl_0.10.1_d0e1num_threads0
182226561 9.1033344 ···· ···· 0.793287 · oxipng_9.0.0_o5a-fast-t1
182226830 9.1033635 ···· ···· 0.730608 · oxipng_9.0.0_o6a-fast-t1
182231091 9.1038986 ···· ···· 0.978627 · oxipng_9.0.0_o4a-fast-t1
182329916 9.1087586 ···· ···· 1.11667 · oxipng_9.0.0_o3a-fast-t1
183539782 9.1694454 ···· ···· 1.70157 · oxipng_9.0.0_o2a-fast-t1
184793998 9.2313522 ···· ···· 3.6231 · oxipng_9.0.0_o1a-fast-t1
192759358 9.5870053 ···· ···· 16.081 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
73 100.00% 1.89 100.00% 127204 0.08 0.80 all
73 100.00% 1.89 100.00% 127204 0.08 0.80 digital_painting
4 5.48% 2.44 7.08% 131887 0.08 0.85 edit
6 8.22% 2.25 9.77% 135930 0.07 0.80 game
10 13.70% 2.41 17.49% 27056 0.02 0.95 game_asset
13 17.81% 1.50 14.12% 72650 0.06 0.92 lossy
1 1.37% 12.06 8.73% 17006 0.00 1.06 sprite_sheet
9 12.33% 1.47 9.56% 116852 0.10 0.78 watermark
59 80.82% 1.80 77.11% 131650 0.08 0.81 visibly_opaque
14 19.18% 2.26 22.89% 108469 0.09 0.74 visibly_transparent
1 1.37% 1.42 1.03% 223 0.00 0.68 DirectClass_Gray_Alpha
46 63.01% 1.95 65.07% 154117 0.09 0.80 DirectClass_sRGB
23 31.51% 1.96 32.58% 95457 0.08 0.84 DirectClass_sRGB_Alpha
1 1.37% 1.64 1.19% 256 0.00 0.76 PseudoClass_Gray
2 2.74% 0.09 0.13% 254 0.00 0.37 PseudoClass_sRGB_Alpha
2 2.74% 7.22 10.45% 96410 0.04 0.96 source_app
44 60.27% 1.69 53.81% 140850 0.11 0.78 source_imagemagick
8 10.96% 1.41 8.19% 25180 0.02 0.96 source_unknown
19 26.03% 2.00 27.55% 141801 0.07 0.74 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
93217532 5.2620975 83.56% 83.56% 0.09473309 R cjxl_0.10.1_d0e10num_threads0
96029257 5.3536255 1.37% 1.37% 0.312738 R cjxl_0.10.1_d0e9num_threads0
96758218 5.4078313 ···· ···· 0.498057 R cjxl_0.10.1_d0e8num_threads0
98241564 5.4957969 ···· ···· 1.39692 R cjxl_0.10.1_d0e7num_threads0
102165273 5.7255589 15.07% 15.07% 0.242338 · cwebp_1.3.2_z9
103216255 5.7932152 ···· ···· 1.8712 R cjxl_0.10.1_d0e6num_threads0
105270311 5.9202472 ···· ···· 2.3768 R cjxl_0.10.1_d0e5num_threads0
105578671 5.9374582 ···· ···· 1.8293 · cwebp_1.3.2_z8
106493659 6.0045007 ···· ···· 2.4373 R cwebp_1.3.2_z7
106839235 6.0307724 ···· ···· 3.5211 R cwebp_1.3.2_z6
107314145 6.0536688 ···· ···· 4.3371 R cwebp_1.3.2_z5
107657299 6.0625528 ···· ···· 4.3687 R cwebp_1.3.2_z4
107792283 6.0698569 ···· ···· 4.5107 R cwebp_1.3.2_z3
112451870 6.1945490 ···· ···· 3.7946 · cjxl_0.10.1_d0e4num_threads0
110193217 6.1966610 ···· ···· 5.9353 R cwebp_1.3.2_z2
119254793 6.3746112 ···· ···· 9.4713 R cjxl_0.10.1_d0e3num_threads0
113791107 6.4809690 ···· ···· 7.7875 · cwebp_1.3.2_z1
128014548 7.1648908 ···· ···· 15.04 R cjxl_0.10.1_d0e2num_threads0
125818837 7.1710116 ···· ···· 23.43 R cwebp_1.3.2_z0
128923031 7.3411666 ···· ···· 0.822191 · oxipng_9.0.0_o5a-fast-t1
128923299 7.3414517 ···· ···· 0.968041 · oxipng_9.0.0_o4a-fast-t1
128927866 7.3420247 ···· ···· 0.773086 · oxipng_9.0.0_o6a-fast-t1
129084054 7.3523686 ···· ···· 1.21025 · oxipng_9.0.0_o3a-fast-t1
129687216 7.3847807 ···· ···· 1.75285 · oxipng_9.0.0_o2a-fast-t1
132229033 7.5280179 ···· ···· 3.6358 · oxipng_9.0.0_o1a-fast-t1
140004235 7.7821191 ···· ···· 52.76 R cjxl_0.10.1_d0e1num_threads0
140153679 7.9490429 ···· ···· 16.20 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
53 100.00% 1.71 100.00% 144759 0.10 0.77 all
53 100.00% 1.71 100.00% 144759 0.10 0.77 digital_painting
4 7.55% 0.94 4.17% 126039 0.15 0.81 lossy
8 15.09% 1.53 13.49% 127855 0.11 0.79 watermark
41 77.36% 1.75 79.32% 151775 0.10 0.78 visibly_opaque
12 22.64% 1.56 20.68% 120787 0.10 0.71 visibly_transparent
1 1.89% 1.42 1.56% 223 0.00 0.68 DirectClass_Gray_Alpha
35 66.04% 1.86 71.89% 164005 0.10 0.79 DirectClass_sRGB
14 26.42% 1.59 24.54% 137933 0.12 0.78 DirectClass_sRGB_Alpha
1 1.89% 1.64 1.81% 256 0.00 0.76 PseudoClass_Gray
2 3.77% 0.09 0.20% 254 0.00 0.37 PseudoClass_sRGB_Alpha
1 1.89% 2.38 2.62% 175813 0.07 0.86 source_app
34 64.15% 1.61 60.30% 148266 0.12 0.78 source_imagemagick
18 33.96% 1.87 37.08% 136409 0.07 0.73 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
68205818 5.4099688 92.45% 92.45% 0.09725887 R cjxl_0.10.1_d0e10num_threads0
69312327 5.4898233 1.89% 1.89% 0.319963 R cjxl_0.10.1_d0e9num_threads0
69842663 5.5489132 ···· ···· 0.511992 R cjxl_0.10.1_d0e8num_threads0
70558376 5.6222878 ···· ···· 1.4096 R cjxl_0.10.1_d0e7num_threads0
73490347 5.8810521 ···· ···· 1.8670 R cjxl_0.10.1_d0e6num_threads0
75736517 5.9816985 5.66% 5.66% 0.232108 · cwebp_1.3.2_z9
74711067 5.9945912 ···· ···· 2.3683 R cjxl_0.10.1_d0e5num_threads0
76812229 6.0680377 ···· ···· 1.9282 · cwebp_1.3.2_z8
77612229 6.1515524 ···· ···· 2.6069 R cwebp_1.3.2_z7
77802811 6.1742374 ···· ···· 3.6674 R cwebp_1.3.2_z6
77970933 6.1910480 ···· ···· 4.4951 R cwebp_1.3.2_z5
77051748 6.1924898 ···· ···· 3.9621 · cjxl_0.10.1_d0e4num_threads0
78247565 6.2012754 ···· ···· 4.5383 R cwebp_1.3.2_z4
78349241 6.2088478 ···· ···· 4.7001 R cwebp_1.3.2_z3
77584822 6.2334555 ···· ···· 9.705 R cjxl_0.10.1_d0e3num_threads0
79175239 6.2884132 ···· ···· 6.1384 · cwebp_1.3.2_z2
81508251 6.5657874 ···· ···· 8.0270 · cwebp_1.3.2_z1
88127245 7.2732617 ···· ···· 15.40 R cjxl_0.10.1_d0e2num_threads0
91670167 7.3581539 ···· ···· 23.70 R cwebp_1.3.2_z0
94598469 7.6491253 ···· ···· 0.838211 · oxipng_9.0.0_o5a-fast-t1
94598737 7.6495179 ···· ···· 0.983777 · oxipng_9.0.0_o4a-fast-t1
94603304 7.6503072 ···· ···· 0.788930 · oxipng_9.0.0_o6a-fast-t1
94672726 7.6621475 ···· ···· 1.2467 · oxipng_9.0.0_o3a-fast-t1
95150081 7.7007924 ···· ···· 1.8255 · oxipng_9.0.0_o2a-fast-t1
95982503 7.7618027 ···· ···· 3.9558 · oxipng_9.0.0_o1a-fast-t1
95177941 7.8728809 ···· ···· 52.55 R cjxl_0.10.1_d0e1num_threads0
101056888 8.1450227 ···· ···· 16.06 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
59 100.00% 1.71 100.00% 160757 0.11 0.77 all
53 89.83% 1.71 90.09% 144759 0.10 0.77 digital_painting
6 10.17% 1.66 9.91% 302073 0.18 0.82 digital_painting_like
4 6.78% 0.94 3.75% 126039 0.15 0.81 lossy
6 10.17% 1.66 9.91% 302073 0.18 0.82 machine_learning
8 13.56% 1.53 12.16% 127855 0.11 0.79 watermark
47 79.66% 1.74 81.36% 170962 0.11 0.79 visibly_opaque
12 20.34% 1.56 18.64% 120787 0.10 0.71 visibly_transparent
1 1.69% 1.42 1.41% 223 0.00 0.68 DirectClass_Gray_Alpha
41 69.49% 1.83 74.67% 184210 0.11 0.79 DirectClass_sRGB
14 23.73% 1.59 22.11% 137933 0.12 0.78 DirectClass_sRGB_Alpha
1 1.69% 1.64 1.63% 256 0.00 0.76 PseudoClass_Gray
2 3.39% 0.09 0.18% 254 0.00 0.37 PseudoClass_sRGB_Alpha
1 1.69% 2.38 2.36% 175813 0.07 0.86 source_app
34 57.63% 1.61 54.32% 148266 0.12 0.78 source_imagemagick
24 40.68% 1.82 43.31% 177825 0.10 0.75 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
76660068 5.5513073 89.83% 89.83% 0.09633005 R cjxl_0.10.1_d0e10num_threads0
77792001 5.6252276 5.08% 5.08% 0.310731 R cjxl_0.10.1_d0e9num_threads0
78355011 5.6810637 ···· ···· 0.489830 R cjxl_0.10.1_d0e8num_threads0
79099066 5.7492410 ···· ···· 1.3682 R cjxl_0.10.1_d0e7num_threads0
82256756 5.9997492 ···· ···· 1.8377 R cjxl_0.10.1_d0e6num_threads0
83560216 6.1084599 ···· ···· 2.3592 R cjxl_0.10.1_d0e5num_threads0
85181155 6.1456088 5.08% 5.08% 0.218076 · cwebp_1.3.2_z9
86287177 6.2256352 ···· ···· 1.9095 · cwebp_1.3.2_z8
85934871 6.2888660 ···· ···· 3.9551 R cjxl_0.10.1_d0e4num_threads0
87195849 6.3095593 ···· ···· 2.5412 · cwebp_1.3.2_z7
86533185 6.3308727 ···· ···· 9.6911 R cjxl_0.10.1_d0e3num_threads0
87411375 6.3320159 ···· ···· 3.6464 · cwebp_1.3.2_z6
87587805 6.3477741 ···· ···· 4.5221 · cwebp_1.3.2_z5
87864437 6.3569614 ···· ···· 4.5606 · cwebp_1.3.2_z4
87970129 6.3640812 ···· ···· 4.7424 · cwebp_1.3.2_z3
88796127 6.4355553 ···· ···· 6.1638 · cwebp_1.3.2_z2
91358551 6.7034887 ···· ···· 7.9220 · cwebp_1.3.2_z1
98127646 7.3507194 ···· ···· 15.38 R cjxl_0.10.1_d0e2num_threads0
102457375 7.4913936 ···· ···· 23.45 R cwebp_1.3.2_z0
106857373 7.8735275 ···· ···· 0.825476 · oxipng_9.0.0_o5a-fast-t1
106857641 7.8738802 ···· ···· 0.976841 · oxipng_9.0.0_o4a-fast-t1
106858811 7.8742719 ···· ···· 0.774032 · oxipng_9.0.0_o6a-fast-t1
106929696 7.8851040 ···· ···· 1.2232 · oxipng_9.0.0_o3a-fast-t1
107454627 7.9236247 ···· ···· 1.7879 · oxipng_9.0.0_o2a-fast-t1
106075106 7.9627090 ···· ···· 51.46 R cjxl_0.10.1_d0e1num_threads0
108327210 7.9816460 ···· ···· 3.8726 · oxipng_9.0.0_o1a-fast-t1
114052652 8.3785134 ···· ···· 15.88 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
53 100.00% 1.29 100.00% 45242 0.03 1.01 all
1 1.89% 2.03 2.97% 283541 0.14 0.89 3d
1 1.89% 1.73 2.54% 6813 0.00 1.02 edit
3 5.66% 0.54 2.38% 4703 0.04 0.94 emoji
4 7.55% 0.42 2.45% 1961 0.00 1.21 game
3 5.66% 1.40 6.13% 30282 0.02 0.97 glitch
1 1.89% 2.07 3.04% 48616 0.02 0.73 lossy
2 3.77% 0.79 2.32% 4733 0.01 1.03 mosaic
9 16.98% 0.78 10.23% 4296 0.00 1.09 text
53 100.00% 1.29 100.00% 45242 0.03 1.01 ui
50 94.34% 1.26 92.40% 42589 0.03 1.01 visibly_opaque
3 5.66% 1.73 7.60% 89463 0.03 0.97 visibly_transparent
41 77.36% 1.39 83.20% 50691 0.04 0.99 DirectClass_sRGB
10 18.87% 1.12 16.38% 31924 0.02 1.00 DirectClass_sRGB_Alpha
2 3.77% 0.14 0.42% 126 0.00 1.36 PseudoClass_sRGB
7 13.21% 1.45 14.90% 44799 0.02 0.97 source_gnome_screenshot
46 86.79% 1.26 85.10% 45309 0.03 1.01 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
15469592 1.5254982 64.15% 64.15% 0.582309 R cwebp_1.3.2_z9
15518730 1.5998377 33.96% 33.96% 0.195955 · cjxl_0.10.1_d0e10num_threads0
16008078 1.6105065 ···· ···· 6.7636 R cwebp_1.3.2_z8
16063876 1.6124912 ···· ···· 9.8660 R cwebp_1.3.2_z7
16274324 1.6360083 ···· ···· 11.598 R cwebp_1.3.2_z6
16585212 1.6752925 ···· ···· 12.47 R cwebp_1.3.2_z5
16574968 1.6815004 ···· ···· 12.64 R cwebp_1.3.2_z4
16599566 1.6839152 ···· ···· 12.83 R cwebp_1.3.2_z3
16666771 1.7199465 1.89% 1.89% 0.605891 · cjxl_0.10.1_d0e9num_threads0
16892699 1.7387506 ···· ···· 1.2568 · cjxl_0.10.1_d0e8num_threads0
17923582 1.8596224 ···· ···· 16.63 R cwebp_1.3.2_z2
18164209 1.9125298 ···· ···· 2.5726 · cjxl_0.10.1_d0e7num_threads0
18605064 1.9307511 ···· ···· 22.49 R cwebp_1.3.2_z1
19184954 2.0296149 ···· ···· 2.9167 · cjxl_0.10.1_d0e6num_threads0
19898340 2.1101441 ···· ···· 3.2115 · cjxl_0.10.1_d0e5num_threads0
21533048 2.2311860 ···· ···· 1.3123 · oxipng_9.0.0_o5a-fast-t1
21533048 2.2311860 ···· ···· 1.2739 · oxipng_9.0.0_o6a-fast-t1
21540277 2.2317273 ···· ···· 1.4588 · oxipng_9.0.0_o4a-fast-t1
21635721 2.2436202 ···· ···· 2.1359 · oxipng_9.0.0_o3a-fast-t1
21803481 2.2573920 ···· ···· 3.0573 · oxipng_9.0.0_o2a-fast-t1
22516008 2.3540876 ···· ···· 6.6377 · oxipng_9.0.0_o1a-fast-t1
22809950 2.4614106 ···· ···· 48.36 R cwebp_1.3.2_z0
23728150 2.4759939 ···· ···· 21.13 · oxipng_9.0.0_o0a-fast-t1
24129169 2.7145200 ···· ···· 4.3463 · cjxl_0.10.1_d0e4num_threads0
28119549 3.1300939 ···· ···· 17.28 · cjxl_0.10.1_d0e2num_threads0
26786745 3.1517666 ···· ···· 10.56 · cjxl_0.10.1_d0e3num_threads0
29400899 3.3479501 ···· ···· 81.6 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
47 100.00% 1.24 100.00% 41872 0.03 1.02 all
3 6.38% 0.54 2.79% 4703 0.04 0.94 emoji
4 8.51% 0.42 2.87% 1961 0.00 1.21 game
2 4.26% 0.79 2.72% 4733 0.01 1.03 mosaic
9 19.15% 0.78 11.99% 4296 0.00 1.09 text
47 100.00% 1.24 100.00% 41872 0.03 1.02 ui
44 93.62% 1.21 91.10% 38628 0.03 1.02 visibly_opaque
3 6.38% 1.73 8.90% 89463 0.03 0.97 visibly_transparent
35 74.47% 1.34 80.31% 47100 0.04 1.00 DirectClass_sRGB
10 21.28% 1.12 19.20% 31924 0.02 1.00 DirectClass_sRGB_Alpha
2 4.26% 0.14 0.49% 126 0.00 1.36 PseudoClass_sRGB
7 14.89% 1.45 17.46% 44799 0.02 0.97 source_gnome_screenshot
40 85.11% 1.20 82.54% 41360 0.03 1.02 source_imagemagick
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
11403748 1.337457 68.09% 68.09% 0.588069 R cwebp_1.3.2_z9
11862026 1.425237 ···· ···· 6.8911 R cwebp_1.3.2_z8
11892694 1.425562 ···· ···· 10.101 R cwebp_1.3.2_z7
11608053 1.434989 31.91% 31.91% 0.203138 · cjxl_0.10.1_d0e10num_threads0
12062434 1.448410 ···· ···· 11.85 R cwebp_1.3.2_z6
12325204 1.488206 ···· ···· 12.74 R cwebp_1.3.2_z5
12314960 1.495206 ···· ···· 12.93 R cwebp_1.3.2_z4
12333806 1.497422 ···· ···· 13.12 R cwebp_1.3.2_z3
12495206 1.544394 ···· ···· 0.632760 · cjxl_0.10.1_d0e9num_threads0
12672360 1.560639 ···· ···· 1.3067 · cjxl_0.10.1_d0e8num_threads0
13390110 1.669275 ···· ···· 17.28 R cwebp_1.3.2_z2
13700345 1.731940 ···· ···· 2.6295 · cjxl_0.10.1_d0e7num_threads0
13918410 1.735554 ···· ···· 23.31 R cwebp_1.3.2_z1
14531553 1.844324 ···· ···· 2.9527 · cjxl_0.10.1_d0e6num_threads0
15164219 1.926824 ···· ···· 3.2277 · cjxl_0.10.1_d0e5num_threads0
15991057 1.993569 ···· ···· 1.3239 · oxipng_9.0.0_o5a-fast-t1
15991057 1.993569 ···· ···· 1.2865 · oxipng_9.0.0_o6a-fast-t1
15991681 1.993721 ···· ···· 1.4686 · oxipng_9.0.0_o4a-fast-t1
16077768 2.006182 ···· ···· 2.1604 · oxipng_9.0.0_o3a-fast-t1
16217842 2.018922 ···· ···· 3.0808 · oxipng_9.0.0_o2a-fast-t1
16827893 2.117149 ···· ···· 6.6634 · oxipng_9.0.0_o1a-fast-t1
17810724 2.234074 ···· ···· 21.17 · oxipng_9.0.0_o0a-fast-t1
17487966 2.273363 ···· ···· 48.93 R cwebp_1.3.2_z0
19070722 2.574679 ···· ···· 4.3706 · cjxl_0.10.1_d0e4num_threads0
22357785 2.974965 ···· ···· 17.14 · cjxl_0.10.1_d0e2num_threads0
21434006 3.034571 ···· ···· 10.52 · cjxl_0.10.1_d0e3num_threads0
23458532 3.201421 ···· ···· 81.7 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
24 100.00% 0.52 100.00% 3400 0.01 0.97 all
6 25.00% 0.22 10.54% 694 0.00 0.93 game
6 25.00% 0.30 14.25% 139 0.00 0.87 reduced_palette
24 100.00% 0.52 100.00% 3400 0.01 0.97 text
9 37.50% 0.78 55.74% 4296 0.00 1.09 ui
24 100.00% 0.52 100.00% 3400 0.01 0.97 visibly_opaque
15 62.50% 0.66 79.29% 5004 0.01 0.97 DirectClass_sRGB
2 8.33% 0.29 4.69% 2816 0.01 1.11 DirectClass_sRGB_Alpha
1 4.17% 0.45 3.60% 26 0.00 0.89 PseudoClass_Gray
6 25.00% 0.26 12.41% 148 0.00 0.94 PseudoClass_sRGB
1 4.17% 0.37 2.97% 5193 0.01 1.08 source_gnome_screenshot
23 95.83% 0.53 97.03% 3323 0.01 0.96 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
972946 0.6357628 75.00% 75.00% 0.59322 R cwebp_1.3.2_z9
985024 0.6441934 4.17% ···· 9.260 R cwebp_1.3.2_z8
986120 0.6445647 4.17% ···· 17.2 R cwebp_1.3.2_z7
1039384 0.6656407 4.17% 4.17% 18.3 R cwebp_1.3.2_z6
1171882 0.7345091 ···· ···· 19.2 R cwebp_1.3.2_z5
1172298 0.7345939 ···· ···· 19.4 R cwebp_1.3.2_z4
1176116 0.7378024 ···· ···· 19.7 R cwebp_1.3.2_z3
1349008 0.7950001 16.67% 16.67% 0.33656 · cjxl_0.10.1_d0e10num_threads0
1513128 0.8780056 ···· ···· 0.93020 · cjxl_0.10.1_d0e9num_threads0
1578016 0.9113342 ···· ···· 1.817 · cjxl_0.10.1_d0e8num_threads0
1683702 1.000781 ···· ···· 27.6 R cwebp_1.3.2_z2
1767663 1.036054 ···· ···· 3.425 · cjxl_0.10.1_d0e7num_threads0
1768912 1.050107 ···· ···· 38.2 R cwebp_1.3.2_z1
1865619 1.088995 ···· ···· 3.632 · cjxl_0.10.1_d0e6num_threads0
2033805 1.145233 ···· ···· 1.639 · oxipng_9.0.0_o5a-fast-t1
2033805 1.145233 ···· ···· 1.602 · oxipng_9.0.0_o6a-fast-t1
2033885 1.145354 ···· ···· 1.786 · oxipng_9.0.0_o4a-fast-t1
2055123 1.156957 ···· ···· 3.776 · oxipng_9.0.0_o2a-fast-t1
2055159 1.157047 ···· ···· 2.660 · oxipng_9.0.0_o3a-fast-t1
1979802 1.161354 ···· ···· 3.786 · cjxl_0.10.1_d0e5num_threads0
2325831 1.282051 ···· ···· 7.671 · oxipng_9.0.0_o1a-fast-t1
2433012 1.350669 ···· ···· 22.2 · oxipng_9.0.0_o0a-fast-t1
3071784 1.745749 ···· ···· 49.5 R cwebp_1.3.2_z0
4305114 2.350543 ···· ···· 6.130 · cjxl_0.10.1_d0e4num_threads0
4515260 2.465277 ···· ···· 17.3 · cjxl_0.10.1_d0e2num_threads0
5264943 3.043227 ···· ···· 12.09 · cjxl_0.10.1_d0e3num_threads0
5128821 3.101985 ···· ···· 76.9 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
56 100.00% 1.11 100.00% 35895 0.03 1.00 all
3 5.36% 0.54 2.62% 4703 0.04 0.94 emoji
7 12.50% 0.33 3.77% 1578 0.00 0.98 game
2 3.57% 0.79 2.55% 4733 0.01 1.03 mosaic
18 32.14% 0.60 17.33% 4488 0.01 1.00 text
47 83.93% 1.24 93.93% 41872 0.03 1.02 ui
53 94.64% 1.07 91.64% 32863 0.03 1.00 visibly_opaque
3 5.36% 1.73 8.36% 89463 0.03 0.97 visibly_transparent
43 76.79% 1.17 80.90% 39196 0.03 0.98 DirectClass_sRGB
11 19.64% 1.05 18.64% 29494 0.02 1.01 DirectClass_sRGB_Alpha
2 3.57% 0.14 0.46% 126 0.00 1.36 PseudoClass_sRGB
8 14.29% 1.32 17.00% 39848 0.02 0.99 source_gnome_screenshot
48 85.71% 1.07 83.00% 35236 0.03 1.00 source_imagemagick
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
11810372 1.272211 69.64% 69.64% 0.590998 R cwebp_1.3.2_z9
12270142 1.346457 1.79% ···· 7.5473 R cwebp_1.3.2_z8
12301034 1.346797 1.79% ···· 10.899 R cwebp_1.3.2_z7
12495354 1.370314 ···· ···· 12.361 R cwebp_1.3.2_z6
12065396 1.375469 28.57% 28.57% 0.219036 · cjxl_0.10.1_d0e10num_threads0
12803492 1.418688 ···· ···· 13.18 R cwebp_1.3.2_z5
12793248 1.424563 ···· ···· 13.44 R cwebp_1.3.2_z4
12812830 1.426607 ···· ···· 13.62 R cwebp_1.3.2_z3
12990977 1.482700 ···· ···· 0.661522 · cjxl_0.10.1_d0e9num_threads0
13188740 1.504049 ···· ···· 1.3645 · cjxl_0.10.1_d0e8num_threads0
14125246 1.644024 ···· ···· 18.78 R cwebp_1.3.2_z2
14310069 1.674489 ···· ···· 2.7174 · cjxl_0.10.1_d0e7num_threads0
14673790 1.707583 ···· ···· 25.70 R cwebp_1.3.2_z1
15178263 1.779617 ···· ···· 3.0218 · cjxl_0.10.1_d0e6num_threads0
15870144 1.866669 ···· ···· 3.2777 · cjxl_0.10.1_d0e5num_threads0
16824903 1.942412 ···· ···· 1.3147 · oxipng_9.0.0_o5a-fast-t1
16824903 1.942412 ···· ···· 1.2799 · oxipng_9.0.0_o6a-fast-t1
16825527 1.942540 ···· ···· 1.4561 · oxipng_9.0.0_o4a-fast-t1
16918902 1.955240 ···· ···· 2.1484 · oxipng_9.0.0_o3a-fast-t1
17059021 1.965947 ···· ···· 3.0808 · oxipng_9.0.0_o2a-fast-t1
17746646 2.073388 ···· ···· 6.7076 · oxipng_9.0.0_o1a-fast-t1
18767498 2.184573 ···· ···· 21.05 · oxipng_9.0.0_o0a-fast-t1
18738254 2.327685 ···· ···· 48.40 R cwebp_1.3.2_z0
20945297 2.694948 ···· ···· 4.4493 · cjxl_0.10.1_d0e4num_threads0
24238624 3.037929 ···· ···· 16.80 · cjxl_0.10.1_d0e2num_threads0
23719744 3.208782 ···· ···· 10.49 · cjxl_0.10.1_d0e3num_threads0
25674982 3.357831 ···· ···· 79.8 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
84 100.00% 2.24 100.00% 123777 0.05 0.87 all
49 58.33% 2.36 61.50% 164262 0.07 0.86 3d
6 7.14% 2.25 7.18% 135930 0.07 0.80 digital_painting
4 4.76% 0.97 2.07% 23014 0.03 0.77 edit
84 100.00% 2.24 100.00% 123777 0.05 0.87 game
4 4.76% 2.07 4.41% 93362 0.05 0.96 glitch
1 1.19% 2.36 1.26% 59557 0.03 0.81 panorama
4 4.76% 3.28 6.99% 75465 0.02 1.19 pixel_art_scaled
6 7.14% 0.22 0.70% 694 0.00 0.93 text
4 4.76% 0.42 0.89% 1961 0.00 1.21 ui
3 3.57% 3.38 5.40% 12625 0.01 0.99 vector
83 98.81% 2.24 98.74% 124550 0.05 0.87 visibly_opaque
1 1.19% 2.36 1.26% 59557 0.03 0.81 visibly_transparent
79 94.05% 2.31 97.14% 130269 0.05 0.86 DirectClass_sRGB
3 3.57% 1.55 2.48% 35272 0.02 0.90 DirectClass_sRGB_Alpha
2 2.38% 0.36 0.38% 90 0.00 1.13 PseudoClass_sRGB
83 98.81% 2.26 99.86% 125262 0.05 0.87 source_imagemagick
1 1.19% 0.26 0.14% 532 0.00 0.46 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
115494603 4.4453996 70.24% 70.24% 0.1384250 R cjxl_0.10.1_d0e10num_threads0
118285202 4.5451141 2.38% 2.38% 0.430543 R cjxl_0.10.1_d0e9num_threads0
119633151 4.6032027 ···· ···· 0.729733 R cjxl_0.10.1_d0e8num_threads0
122561657 4.7294941 ···· ···· 1.81095 R cjxl_0.10.1_d0e7num_threads0
125335739 4.7512338 27.38% 27.38% 0.334800 · cwebp_1.3.2_z9
127513955 4.8598350 ···· ···· 3.12906 R cwebp_1.3.2_z8
128553235 4.8952619 ···· ···· 4.6361 R cwebp_1.3.2_z7
129161397 4.9242020 ···· ···· 5.7212 R cwebp_1.3.2_z6
129627163 4.9478260 ···· ···· 6.6358 R cwebp_1.3.2_z5
129863401 4.9505437 ···· ···· 6.7090 R cwebp_1.3.2_z4
129969753 4.9560593 ···· ···· 6.8933 R cwebp_1.3.2_z3
130797505 5.0369377 ···· ···· 2.2742 · cjxl_0.10.1_d0e6num_threads0
132312191 5.0703523 ···· ···· 8.6938 R cwebp_1.3.2_z2
133160181 5.1341845 ···· ···· 2.8130 · cjxl_0.10.1_d0e5num_threads0
136361301 5.2537804 ···· ···· 12.256 R cwebp_1.3.2_z1
140582478 5.4672712 ···· ···· 4.3587 · cjxl_0.10.1_d0e4num_threads0
147164326 5.7935272 ···· ···· 10.436 · cjxl_0.10.1_d0e3num_threads0
154936159 6.0150134 ···· ···· 27.70 R cwebp_1.3.2_z0
154226358 6.0367498 ···· ···· 16.474 · cjxl_0.10.1_d0e2num_threads0
159097375 6.1096573 ···· ···· 0.891823 · oxipng_9.0.0_o5a-fast-t1
159098006 6.1096863 ···· ···· 0.843671 · oxipng_9.0.0_o6a-fast-t1
159101604 6.1099154 ···· ···· 1.04220 · oxipng_9.0.0_o4a-fast-t1
159276266 6.1176007 ···· ···· 1.36303 · oxipng_9.0.0_o3a-fast-t1
159861809 6.1409530 ···· ···· 1.93867 · oxipng_9.0.0_o2a-fast-t1
161544580 6.2352404 ···· ···· 4.1429 · oxipng_9.0.0_o1a-fast-t1
169174675 6.5419701 ···· ···· 18.215 · oxipng_9.0.0_o0a-fast-t1
172653191 6.8774532 ···· ···· 59.98 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
75 100.00% 2.31 100.00% 131629 0.05 0.87 all
43 57.33% 2.46 60.99% 182153 0.08 0.86 3d
6 8.00% 2.25 7.78% 135930 0.07 0.80 digital_painting
75 100.00% 2.31 100.00% 131629 0.05 0.87 game
4 5.33% 3.28 7.57% 75465 0.02 1.19 pixel_art_scaled
6 8.00% 0.22 0.76% 694 0.00 0.93 text
4 5.33% 0.42 0.96% 1961 0.00 1.21 ui
3 4.00% 3.38 5.86% 12625 0.01 0.99 vector
75 100.00% 2.31 100.00% 131629 0.05 0.87 visibly_opaque
72 96.00% 2.39 99.46% 137105 0.06 0.86 DirectClass_sRGB
1 1.33% 0.22 0.12% 439 0.00 1.13 DirectClass_sRGB_Alpha
2 2.67% 0.36 0.41% 90 0.00 1.13 PseudoClass_sRGB
74 98.67% 2.34 99.85% 133401 0.05 0.88 source_imagemagick
1 1.33% 0.26 0.15% 532 0.00 0.46 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
109224737 4.5904408 68.00% 68.00% 0.1426463 R cjxl_0.10.1_d0e10num_threads0
111779031 4.6866996 2.67% 2.67% 0.441636 R cjxl_0.10.1_d0e9num_threads0
113040450 4.7457452 ···· ···· 0.751500 R cjxl_0.10.1_d0e8num_threads0
115779121 4.8755488 ···· ···· 1.83387 R cjxl_0.10.1_d0e7num_threads0
118519140 4.8967981 29.33% 29.33% 0.345514 · cwebp_1.3.2_z9
120608968 5.0076853 ···· ···· 3.24552 R cwebp_1.3.2_z8
121563672 5.0428254 ···· ···· 4.8567 R cwebp_1.3.2_z7
122117464 5.0716086 ···· ···· 5.9027 R cwebp_1.3.2_z6
122570276 5.0972517 ···· ···· 6.8243 R cwebp_1.3.2_z5
122806514 5.1002955 ···· ···· 6.9053 R cwebp_1.3.2_z4
122905052 5.1058572 ···· ···· 7.0854 R cwebp_1.3.2_z3
123525988 5.1878748 ···· ···· 2.2958 · cjxl_0.10.1_d0e6num_threads0
125078484 5.2181542 ···· ···· 8.9597 R cwebp_1.3.2_z2
125713586 5.2843070 ···· ···· 2.8436 · cjxl_0.10.1_d0e5num_threads0
128778610 5.4013076 ···· ···· 12.701 R cwebp_1.3.2_z1
132360955 5.6132576 ···· ···· 4.4279 · cjxl_0.10.1_d0e4num_threads0
137962937 5.9235787 ···· ···· 10.488 · cjxl_0.10.1_d0e3num_threads0
145127432 6.1921602 ···· ···· 16.438 R cjxl_0.10.1_d0e2num_threads0
146352512 6.1941838 ···· ···· 27.85 R cwebp_1.3.2_z0
150384317 6.3015214 ···· ···· 0.910729 · oxipng_9.0.0_o5a-fast-t1
150384948 6.3015538 ···· ···· 0.861148 · oxipng_9.0.0_o6a-fast-t1
150388546 6.3018104 ···· ···· 1.06642 · oxipng_9.0.0_o4a-fast-t1
150540254 6.3089232 ···· ···· 1.38974 · oxipng_9.0.0_o3a-fast-t1
151077928 6.3317723 ···· ···· 1.99285 · oxipng_9.0.0_o2a-fast-t1
152630716 6.4253858 ···· ···· 4.2620 · oxipng_9.0.0_o1a-fast-t1
159507620 6.7170614 ···· ···· 18.16 · oxipng_9.0.0_o0a-fast-t1
162468210 7.0612219 ···· ···· 59.80 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
32 100.00% 2.11 100.00% 63738 0.02 0.89 all
6 18.75% 2.25 19.94% 135930 0.07 0.80 digital_painting
32 100.00% 2.11 100.00% 63738 0.02 0.89 game
4 12.50% 3.28 19.42% 75465 0.02 1.19 pixel_art_scaled
6 18.75% 0.22 1.95% 694 0.00 0.93 text
4 12.50% 0.42 2.47% 1961 0.00 1.21 ui
3 9.38% 3.38 15.02% 12625 0.01 0.99 vector
32 100.00% 2.11 100.00% 63738 0.02 0.89 visibly_opaque
29 90.62% 2.30 98.62% 70311 0.03 0.87 DirectClass_sRGB
1 3.12% 0.22 0.32% 439 0.00 1.13 DirectClass_sRGB_Alpha
2 6.25% 0.36 1.06% 90 0.00 1.13 PseudoClass_sRGB
31 96.88% 2.17 99.61% 65777 0.02 0.90 source_imagemagick
1 3.12% 0.26 0.39% 532 0.00 0.46 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
23608728 2.0597971 40.62% 40.62% 0.215582 R cjxl_0.10.1_d0e10num_threads0
26284866 2.1179647 59.38% 59.38% 0.584527 R cwebp_1.3.2_z9
25025960 2.1890210 ···· ···· 0.672587 R cjxl_0.10.1_d0e9num_threads0
25483550 2.2418746 ···· ···· 1.23697 R cjxl_0.10.1_d0e8num_threads0
27100820 2.2429571 ···· ···· 5.6645 R cwebp_1.3.2_z8
27321656 2.2541277 ···· ···· 9.0320 R cwebp_1.3.2_z7
27554468 2.2837569 ···· ···· 9.7621 R cwebp_1.3.2_z6
27883308 2.3306630 ···· ···· 10.650 R cwebp_1.3.2_z5
28016718 2.3346976 ···· ···· 10.849 R cwebp_1.3.2_z4
28050078 2.3399269 ···· ···· 11.025 R cwebp_1.3.2_z3
26921086 2.4097166 ···· ···· 2.7447 · cjxl_0.10.1_d0e7num_threads0
29119648 2.5010935 ···· ···· 13.846 R cwebp_1.3.2_z2
28893671 2.5784460 ···· ···· 3.1681 · cjxl_0.10.1_d0e6num_threads0
30164292 2.6382665 ···· ···· 20.99 R cwebp_1.3.2_z1
29716547 2.6656052 ···· ···· 3.5756 · cjxl_0.10.1_d0e5num_threads0
34311280 2.9142576 ···· ···· 1.0738 · oxipng_9.0.0_o5a-fast-t1
34311280 2.9142576 ···· ···· 1.0395 · oxipng_9.0.0_o6a-fast-t1
34312050 2.9145180 ···· ···· 1.1979 · oxipng_9.0.0_o4a-fast-t1
34399683 2.9247156 ···· ···· 1.7587 · oxipng_9.0.0_o3a-fast-t1
34587719 2.9357448 ···· ···· 2.4368 · oxipng_9.0.0_o2a-fast-t1
35264085 3.0660230 ···· ···· 5.2965 · oxipng_9.0.0_o1a-fast-t1
33331683 3.1000213 ···· ···· 5.3893 · cjxl_0.10.1_d0e4num_threads0
34630408 3.1253545 ···· ···· 36.56 R cwebp_1.3.2_z0
37857203 3.3087785 ···· ···· 20.40 · oxipng_9.0.0_o0a-fast-t1
37217321 3.4662671 ···· ···· 17.15 · cjxl_0.10.1_d0e2num_threads0
36245149 3.5732766 ···· ···· 11.38 · cjxl_0.10.1_d0e3num_threads0
44429840 4.5095709 ···· ···· 71.15 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
68 100.00% 0.30 100.00% 33012 0.13 0.86 all
32 47.06% 0.25 39.61% 15063 0.06 0.88 albedo
2 2.94% 1.05 10.39% 31449 0.03 0.88 diffuse
34 50.00% 0.30 50.00% 49998 0.20 0.84 normal
68 100.00% 0.30 100.00% 33012 0.13 0.86 texture
68 100.00% 0.30 100.00% 33012 0.13 0.86 visibly_opaque
62 91.18% 0.27 84.42% 35093 0.14 0.85 DirectClass_sRGB
2 2.94% 1.05 10.39% 34245 0.03 0.83 DirectClass_sRGB_Alpha
4 5.88% 0.26 5.19% 150 0.00 0.97 PseudoClass_sRGB
40 58.82% 0.25 49.35% 41995 0.18 0.82 source_gimp
24 35.29% 0.25 29.87% 18796 0.07 0.92 source_imagemagick
4 5.88% 1.05 20.78% 28485 0.03 0.82 source_unknown
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
14790420 6.589502 77.94% 77.94% 0.139185 R cjxl_0.10.1_d0e10num_threads0
14968705 6.672049 13.24% 13.24% 0.38291 R cjxl_0.10.1_d0e9num_threads0
15486825 6.893726 ···· ···· 0.56290 R cjxl_0.10.1_d0e8num_threads0
15671717 6.973068 ···· ···· 1.6665 R cjxl_0.10.1_d0e7num_threads0
16318458 7.231753 7.35% 7.35% 0.246984 · cwebp_1.3.2_z9
16515930 7.308502 ···· ···· 2.0918 R cjxl_0.10.1_d0e6num_threads0
16621590 7.361215 ···· ···· 2.833 R cwebp_1.3.2_z8
16641038 7.369551 ···· ···· 3.264 R cwebp_1.3.2_z7
16646442 7.371399 ···· ···· 3.636 R cwebp_1.3.2_z6
16653102 7.373607 1.47% 1.47% 4.411 R cwebp_1.3.2_z5
16677774 7.393381 ···· ···· 4.620 R cwebp_1.3.2_z4
16683064 7.395731 ···· ···· 4.879 R cwebp_1.3.2_z3
16812424 7.443852 ···· ···· 2.584 · cjxl_0.10.1_d0e5num_threads0
17111446 7.589684 ···· ···· 6.967 R cwebp_1.3.2_z2
17194966 7.620963 ···· ···· 4.052 · cjxl_0.10.1_d0e4num_threads0
17526316 7.781493 ···· ···· 9.462 R cwebp_1.3.2_z1
17679369 7.832632 ···· ···· 8.855 · cjxl_0.10.1_d0e3num_threads0
18952214 8.364528 ···· ···· 12.82 R cjxl_0.10.1_d0e2num_threads0
19234681 8.520355 ···· ···· 1.0178 · oxipng_9.0.0_o5a-fast-t1
19229561 8.520464 ···· ···· 0.94491 · oxipng_9.0.0_o6a-fast-t1
19236325 8.520636 ···· ···· 1.2380 · oxipng_9.0.0_o4a-fast-t1
19237522 8.524417 ···· ···· 1.3951 · oxipng_9.0.0_o3a-fast-t1
19287525 8.546060 ···· ···· 2.2640 · oxipng_9.0.0_o2a-fast-t1
19448769 8.618261 ···· ···· 4.473 · oxipng_9.0.0_o1a-fast-t1
20174547 8.937084 ···· ···· 14.07 R oxipng_9.0.0_o0a-fast-t1
21022066 9.090755 ···· ···· 23.0 R cwebp_1.3.2_z0
20547462 9.097293 ···· ···· 38.1 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
34 100.00% 0.30 100.00% 16027 0.06 0.88 all
32 94.12% 0.25 79.22% 15063 0.06 0.88 albedo
2 5.88% 1.05 20.78% 31449 0.03 0.88 diffuse
34 100.00% 0.30 100.00% 16027 0.06 0.88 texture
34 100.00% 0.30 100.00% 16027 0.06 0.88 visibly_opaque
30 88.24% 0.28 81.82% 16061 0.07 0.87 DirectClass_sRGB
1 2.94% 1.05 10.39% 62556 0.06 0.84 DirectClass_sRGB_Alpha
3 8.82% 0.26 7.79% 169 0.00 0.95 PseudoClass_sRGB
12 35.29% 0.25 29.87% 23624 0.10 0.80 source_gimp
20 58.82% 0.25 49.35% 9926 0.04 0.92 source_imagemagick
2 5.88% 1.05 20.78% 31449 0.03 0.88 source_unknown
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
7451982 6.564042 76.47% 76.47% 0.14318 R cjxl_0.10.1_d0e10num_threads0
7515972 6.622733 14.71% 14.71% 0.38229 R cjxl_0.10.1_d0e9num_threads0
7694757 6.770444 ···· ···· 0.56521 R cjxl_0.10.1_d0e8num_threads0
7742717 6.811354 ···· ···· 1.619 R cjxl_0.10.1_d0e7num_threads0
7884692 6.945808 ···· ···· 2.065 R cjxl_0.10.1_d0e6num_threads0
8037711 7.081365 ···· ···· 2.584 R cjxl_0.10.1_d0e5num_threads0
8121065 7.135297 5.88% 5.88% 0.24726 · cwebp_1.3.2_z9
8263128 7.291358 ···· ···· 4.010 R cjxl_0.10.1_d0e4num_threads0
8338971 7.314757 ···· ···· 2.910 · cwebp_1.3.2_z8
8347195 7.322170 ···· ···· 3.315 · cwebp_1.3.2_z7
8350487 7.324487 ···· ···· 3.627 · cwebp_1.3.2_z6
8353703 7.326229 2.94% 2.94% 4.558 R cwebp_1.3.2_z5
8362751 7.339555 ···· ···· 4.752 R cwebp_1.3.2_z4
8367547 7.343931 ···· ···· 5.057 R cwebp_1.3.2_z3
8481541 7.483266 ···· ···· 8.770 R cjxl_0.10.1_d0e3num_threads0
8529781 7.498248 ···· ···· 7.247 · cwebp_1.3.2_z2
8735265 7.682557 ···· ···· 9.918 R cwebp_1.3.2_z1
8887237 7.795464 ···· ···· 12.8 R cjxl_0.10.1_d0e2num_threads0
9561097 8.321762 ···· ···· 23.1 R cwebp_1.3.2_z0
9707301 8.559277 ···· ···· 37.6 R cjxl_0.10.1_d0e1num_threads0
10080273 8.862194 ···· ···· 0.86428 · oxipng_9.0.0_o6a-fast-t1
10080407 8.862314 ···· ···· 0.93029 · oxipng_9.0.0_o5a-fast-t1
10081853 8.863612 ···· ···· 1.141 · oxipng_9.0.0_o4a-fast-t1
10087206 8.867886 ···· ···· 1.305 · oxipng_9.0.0_o3a-fast-t1
10128043 8.908068 ···· ···· 2.116 · oxipng_9.0.0_o2a-fast-t1
10196449 8.971645 ···· ···· 4.246 · oxipng_9.0.0_o1a-fast-t1
10603814 9.333299 ···· ···· 13.4 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
34 100.00% 0.30 100.00% 49998 0.20 0.84 all
34 100.00% 0.30 100.00% 49998 0.20 0.84 normal
34 100.00% 0.30 100.00% 49998 0.20 0.84 texture
34 100.00% 0.30 100.00% 49998 0.20 0.84 visibly_opaque
32 94.12% 0.27 87.01% 52934 0.22 0.83 DirectClass_sRGB
1 2.94% 1.05 10.39% 5934 0.01 0.82 DirectClass_sRGB_Alpha
1 2.94% 0.26 2.60% 91 0.00 1.05 PseudoClass_sRGB
28 82.35% 0.25 68.83% 49868 0.21 0.83 source_gimp
4 11.76% 0.26 10.39% 63148 0.24 0.92 source_imagemagick
2 5.88% 1.05 20.78% 25520 0.02 0.76 source_unknown
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
7338438 6.614962 79.41% 79.41% 0.13519 R cjxl_0.10.1_d0e10num_threads0
7452733 6.721365 11.76% 11.76% 0.38352 R cjxl_0.10.1_d0e9num_threads0
7792068 7.017008 ···· ···· 0.56059 R cjxl_0.10.1_d0e8num_threads0
7929000 7.134783 ···· ···· 1.714 R cjxl_0.10.1_d0e7num_threads0
8197393 7.328209 8.82% 8.82% 0.24671 · cwebp_1.3.2_z9
8282619 7.407673 ···· ···· 2.755 R cwebp_1.3.2_z8
8293843 7.416932 ···· ···· 3.214 R cwebp_1.3.2_z7
8295955 7.418312 ···· ···· 3.645 R cwebp_1.3.2_z6
8299399 7.420984 ···· ···· 4.265 R cwebp_1.3.2_z5
8315023 7.447207 ···· ···· 4.488 R cwebp_1.3.2_z4
8315517 7.447531 ···· ···· 4.700 R cwebp_1.3.2_z3
8631238 7.671196 ···· ···· 2.119 · cjxl_0.10.1_d0e6num_threads0
8581665 7.681120 ···· ···· 6.687 R cwebp_1.3.2_z2
8774713 7.806340 ···· ···· 2.585 · cjxl_0.10.1_d0e5num_threads0
8791051 7.880429 ···· ···· 9.005 R cwebp_1.3.2_z1
8931838 7.950568 ···· ···· 4.095 · cjxl_0.10.1_d0e4num_threads0
9154472 8.177660 ···· ···· 1.335 · oxipng_9.0.0_o4a-fast-t1
9154274 8.178395 ···· ···· 1.1054 · oxipng_9.0.0_o5a-fast-t1
9149288 8.178733 ···· ···· 1.0255 · oxipng_9.0.0_o6a-fast-t1
9150316 8.180947 ···· ···· 1.485 · oxipng_9.0.0_o3a-fast-t1
9197828 8.181998 ···· ···· 8.940 · cjxl_0.10.1_d0e3num_threads0
9159482 8.184052 ···· ···· 2.412 · oxipng_9.0.0_o2a-fast-t1
9252320 8.264876 ···· ···· 4.700 · oxipng_9.0.0_o1a-fast-t1
9570733 8.540869 ···· ···· 14.7 R oxipng_9.0.0_o0a-fast-t1
10064977 8.933592 ···· ···· 12.8 · cjxl_0.10.1_d0e2num_threads0
10840161 9.635308 ···· ···· 38.5 R cjxl_0.10.1_d0e1num_threads0
11460969 9.859748 ···· ···· 23.0 · cwebp_1.3.2_z0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
56 100.00% 0.21 100.00% 27049 0.13 0.85 all
56 100.00% 0.21 100.00% 27049 0.13 0.85 logo
56 100.00% 0.21 100.00% 27049 0.13 0.85 visibly_transparent
5 8.93% 0.16 6.83% 915 0.01 1.13 DirectClass_Gray_Alpha
51 91.07% 0.22 93.17% 29611 0.14 0.82 DirectClass_sRGB_Alpha
56 100.00% 0.21 100.00% 27049 0.13 0.85 source_app
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
5052520 3.462432 66.07% 66.07% 0.144713 R cjxl_0.10.1_d0e10num_threads0
5262742 3.611251 ···· ···· 0.45929 R cjxl_0.10.1_d0e9num_threads0
5491803 3.737607 32.14% 32.14% 0.30678 · cwebp_1.3.2_z9
5458336 3.743356 ···· ···· 0.79147 R cjxl_0.10.1_d0e8num_threads0
5592601 3.809253 1.79% ···· 2.996 R cwebp_1.3.2_z8
5558043 3.813082 ···· ···· 1.859 · cjxl_0.10.1_d0e7num_threads0
5618223 3.826161 1.79% ···· 4.898 R cwebp_1.3.2_z7
5643557 3.841816 ···· ···· 5.743 R cwebp_1.3.2_z6
5652663 3.847762 ···· ···· 6.430 R cwebp_1.3.2_z5
5676567 3.871004 ···· ···· 7.346 R cwebp_1.3.2_z4
5687191 3.878224 ···· ···· 7.270 · cwebp_1.3.2_z3
5685495 3.896234 ···· ···· 2.104 · cjxl_0.10.1_d0e6num_threads0
5798767 3.974279 ···· ···· 2.331 · cjxl_0.10.1_d0e5num_threads0
5974951 4.070552 ···· ···· 10.25 R cwebp_1.3.2_z2
6131298 4.197252 ···· ···· 3.675 · cjxl_0.10.1_d0e4num_threads0
6298881 4.288675 ···· ···· 14.13 R cwebp_1.3.2_z1
6531039 4.489395 ···· ···· 7.884 · cjxl_0.10.1_d0e3num_threads0
7124850 4.836550 ···· ···· 0.89005 · oxipng_9.0.0_o5a-fast-t1
7124850 4.836550 ···· ···· 0.85741 · oxipng_9.0.0_o6a-fast-t1
7125966 4.837314 ···· ···· 1.0255 · oxipng_9.0.0_o4a-fast-t1
7149922 4.853726 ···· ···· 1.3786 · oxipng_9.0.0_o3a-fast-t1
7160377 4.861773 ···· ···· 1.988 · oxipng_9.0.0_o2a-fast-t1
7163032 4.899077 ···· ···· 11.12 · cjxl_0.10.1_d0e2num_threads0
7275902 4.940916 ···· ···· 4.245 · oxipng_9.0.0_o1a-fast-t1
7691822 5.223300 ···· ···· 12.03 · oxipng_9.0.0_o0a-fast-t1
8018821 5.368364 ···· ···· 27.1 R cwebp_1.3.2_z0
7870552 5.377483 ···· ···· 40.7 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
24 100.00% 0.02 100.00% 4940 0.29 0.84 all
24 100.00% 0.02 100.00% 4940 0.29 0.84 icon
12 50.00% 0.02 48.30% 7272 0.38 0.80 visibly_opaque
12 50.00% 0.02 51.70% 2607 0.20 0.87 visibly_transparent
7 29.17% 0.01 25.16% 6515 0.45 0.79 DirectClass_sRGB
17 70.83% 0.02 74.84% 4291 0.22 0.85 DirectClass_sRGB_Alpha
24 100.00% 0.02 100.00% 4940 0.29 0.84 source_app
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
349682 6.84846 45.83% 45.83% 0.09234 R cjxl_0.10.1_d0e10num_threads0
353115 6.93847 4.17% ···· 0.3016 R cjxl_0.10.1_d0e9num_threads0
357064 7.01360 8.33% 4.17% 0.4757 R cjxl_0.10.1_d0e8num_threads0
360335 7.04339 25.00% 20.83% 0.072002 · cwebp_1.3.2_z9
358716 7.05425 ···· ···· 0.995 R cjxl_0.10.1_d0e7num_threads0
365891 7.12283 12.50% 8.33% 0.863 · cwebp_1.3.2_z8
367413 7.15128 8.33% ···· 1.73 R cwebp_1.3.2_z6
367529 7.15451 8.33% ···· 1.63 · cwebp_1.3.2_z7
363820 7.15823 ···· ···· 1.15 · cjxl_0.10.1_d0e6num_threads0
367939 7.16145 4.17% ···· 2.05 R cwebp_1.3.2_z5
367525 7.22148 4.17% 4.17% 1.31 · cjxl_0.10.1_d0e5num_threads0
381361 7.40948 8.33% 4.17% 3.01 R cwebp_1.3.2_z4
382255 7.42620 4.17% ···· 2.98 · cwebp_1.3.2_z3
406978 7.60389 ···· ···· 1.81 · cjxl_0.10.1_d0e4num_threads0
403219 7.88133 ···· ···· 5.0 R cwebp_1.3.2_z2
426242 8.02392 ···· ···· 3.11 · cjxl_0.10.1_d0e3num_threads0
432189 8.40510 ···· ···· 5.8 R cwebp_1.3.2_z1
477684 8.75718 ···· ···· 3.62 · cjxl_0.10.1_d0e2num_threads0
460483 8.94212 ···· ···· 8.1 R cwebp_1.3.2_z0
478264 9.19650 ···· ···· 0.589 · oxipng_9.0.0_o5a-fast-t1
478264 9.19650 ···· ···· 0.561 · oxipng_9.0.0_o6a-fast-t1
478378 9.20826 ···· ···· 1.31 · oxipng_9.0.0_o2a-fast-t1
478845 9.22010 ···· ···· 0.666 · oxipng_9.0.0_o4a-fast-t1
479335 9.22683 ···· ···· 0.779 · oxipng_9.0.0_o3a-fast-t1
511681 9.48861 ···· ···· 6.4 · cjxl_0.10.1_d0e1num_threads0
490862 9.50164 ···· ···· 2.30 · oxipng_9.0.0_o1a-fast-t1
512382 9.83998 ···· ···· 5.1 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
73 100.00% 0.23 100.00% 804 0.00 0.90 all
10 13.70% 0.55 32.98% 3869 0.01 1.13 game_asset
73 100.00% 0.23 100.00% 804 0.00 0.90 pixel_art
10 13.70% 0.55 32.98% 3869 0.01 1.13 sprite_sheet
63 86.30% 0.17 63.48% 383 0.00 0.85 visibly_opaque
10 13.70% 0.60 36.52% 3459 0.00 1.19 visibly_transparent
3 4.11% 0.15 2.79% 7408 0.08 1.17 DirectClass_sRGB
6 8.22% 0.83 30.11% 5748 0.01 1.23 DirectClass_sRGB_Alpha
2 2.74% 0.22 2.68% 2 0.00 0.35 PseudoClass_Gray
58 79.45% 0.17 58.00% 33 0.00 0.86 PseudoClass_sRGB
4 5.48% 0.27 6.42% 26 0.00 1.12 PseudoClass_sRGB_Alpha
10 13.70% 0.55 32.98% 3869 0.01 1.13 source_app
63 86.30% 0.18 67.02% 318 0.00 0.86 source_imagemagick
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
2282016 1.097253 15.07% 15.07% 0.192476 R cwebp_1.3.2_z9
2730599 1.107466 64.38% 61.64% 0.37323 R cjxl_0.10.1_d0e10num_threads0
2864430 1.163471 4.11% 1.37% 4.237 R cwebp_1.3.2_z8
2811784 1.164740 6.85% 2.74% 11.41 R cwebp_1.3.2_z7
2828550 1.167855 2.74% 1.37% 12.32 R cwebp_1.3.2_z6
2835170 1.171565 1.37% ···· 13.93 R cwebp_1.3.2_z5
2839913 1.172452 1.37% ···· 0.99275 · cjxl_0.10.1_d0e9num_threads0
2839118 1.177211 2.74% 1.37% 15.46 R cwebp_1.3.2_z4
2846814 1.183588 2.74% 1.37% 15.79 R cwebp_1.3.2_z3
2926756 1.220539 ···· ···· 1.5436 · cjxl_0.10.1_d0e8num_threads0
3157608 1.254346 6.85% 5.48% 18.26 R cwebp_1.3.2_z2
2733593 1.276637 1.37% ···· 1.9302 · oxipng_9.0.0_o5a-fast-t1
2733593 1.276637 1.37% ···· 1.8963 · oxipng_9.0.0_o6a-fast-t1
2733600 1.276648 1.37% ···· 2.1021 · oxipng_9.0.0_o4a-fast-t1
2750456 1.280308 ···· ···· 3.897 · oxipng_9.0.0_o2a-fast-t1
2750582 1.280365 ···· ···· 2.622 · oxipng_9.0.0_o3a-fast-t1
3277161 1.330218 ···· ···· 3.646 · cjxl_0.10.1_d0e7num_threads0
2988828 1.333803 ···· ···· 5.688 · oxipng_9.0.0_o1a-fast-t1
3474367 1.388090 ···· ···· 3.969 · cjxl_0.10.1_d0e6num_threads0
3556850 1.399007 ···· ···· 22.97 R cwebp_1.3.2_z1
3341620 1.444236 ···· ···· 14.09 · oxipng_9.0.0_o0a-fast-t1
3658289 1.469732 ···· ···· 4.250 · cjxl_0.10.1_d0e5num_threads0
4066714 1.606626 ···· ···· 33.9 R cwebp_1.3.2_z0
6109619 1.968487 ···· ···· 6.930 · cjxl_0.10.1_d0e4num_threads0
6497809 2.107551 ···· ···· 14.14 · cjxl_0.10.1_d0e2num_threads0
8650535 2.605575 ···· ···· 11.59 · cjxl_0.10.1_d0e3num_threads0
7828406 2.755022 ···· ···· 43.1 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
63 100.00% 0.18 100.00% 318 0.00 0.86 all
63 100.00% 0.18 100.00% 318 0.00 0.86 pixel_art
59 93.65% 0.17 90.43% 338 0.00 0.85 visibly_opaque
4 6.35% 0.27 9.57% 26 0.00 1.12 visibly_transparent
2 3.17% 0.20 3.56% 9056 0.09 1.30 DirectClass_sRGB
2 3.17% 0.22 4.01% 2 0.00 0.35 PseudoClass_Gray
55 87.30% 0.17 82.86% 33 0.00 0.85 PseudoClass_sRGB
4 6.35% 0.27 9.57% 26 0.00 1.12 PseudoClass_sRGB_Alpha
63 100.00% 0.18 100.00% 318 0.00 0.86 source_imagemagick
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
1194424 0.949985 69.84% 66.67% 0.39580 R cjxl_0.10.1_d0e10num_threads0
1274380 0.997574 11.11% 11.11% 0.18793 · cwebp_1.3.2_z9
1259745 1.00982 1.59% ···· 1.0474 R cjxl_0.10.1_d0e9num_threads0
1316244 1.03066 1.59% 1.59% 4.446 R cwebp_1.3.2_z8
1316860 1.03646 3.17% 1.59% 12.16 R cwebp_1.3.2_z7
1321776 1.03850 3.17% 1.59% 13.00 R cwebp_1.3.2_z6
1333198 1.04212 1.59% ···· 14.7 R cwebp_1.3.2_z5
1336156 1.04681 3.17% 1.59% 16.5 R cwebp_1.3.2_z4
1350370 1.05412 3.17% 1.59% 16.7 R cwebp_1.3.2_z3
1319424 1.05893 ···· ···· 1.598 · cjxl_0.10.1_d0e8num_threads0
1420492 1.10020 7.94% 6.35% 19.4 R cwebp_1.3.2_z2
1413103 1.13199 1.59% ···· 2.080 · oxipng_9.0.0_o5a-fast-t1
1413103 1.13199 1.59% ···· 2.045 · oxipng_9.0.0_o6a-fast-t1
1413110 1.13200 1.59% ···· 2.260 · oxipng_9.0.0_o4a-fast-t1
1416811 1.13445 ···· ···· 4.181 · oxipng_9.0.0_o2a-fast-t1
1416937 1.13451 ···· ···· 2.809 · oxipng_9.0.0_o3a-fast-t1
1450568 1.14891 ···· ···· 3.773 · cjxl_0.10.1_d0e7num_threads0
1446505 1.16554 ···· ···· 6.004 · oxipng_9.0.0_o1a-fast-t1
1558693 1.20341 ···· ···· 4.083 · cjxl_0.10.1_d0e6num_threads0
1596428 1.21361 ···· ···· 24.3 R cwebp_1.3.2_z1
1588532 1.26302 ···· ···· 14.2 · oxipng_9.0.0_o0a-fast-t1
1693675 1.28864 ···· ···· 4.332 · cjxl_0.10.1_d0e5num_threads0
1752598 1.34728 ···· ···· 34.8 R cwebp_1.3.2_z0
1938021 1.43790 ···· ···· 7.360 · cjxl_0.10.1_d0e4num_threads0
2109592 1.55015 ···· ···· 14.6 · cjxl_0.10.1_d0e2num_threads0
2564279 1.85994 ···· ···· 12.2 · cjxl_0.10.1_d0e3num_threads0
2938834 2.18518 ···· ···· 44.0 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
33 100.00% 1.62 100.00% 9346 0.00 2.63 all
1 3.03% 1.17 2.19% 4 0.00 0.92 comic
4 12.12% 3.28 24.62% 75465 0.02 1.19 game
33 100.00% 1.62 100.00% 9346 0.00 2.63 pixel_art_scaled
14 42.42% 0.66 17.43% 186 0.00 2.03 watermark
30 90.91% 1.71 96.31% 10274 0.00 2.62 visibly_opaque
3 9.09% 0.66 3.69% 65 0.00 2.74 visibly_transparent
13 39.39% 1.53 37.21% 23521 0.01 1.64 DirectClass_sRGB
12 36.36% 2.20 49.43% 194 0.00 4.15 DirectClass_sRGB_Alpha
7 21.21% 0.86 11.34% 27 0.00 1.77 PseudoClass_sRGB
1 3.03% 1.08 2.03% 106 0.00 3.15 PseudoClass_sRGB_Alpha
16 48.48% 1.39 41.59% 19026 0.00 1.82 source_imagemagick
17 51.52% 1.83 58.41% 234 0.00 3.39 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
3293242 0.30735061 27.27% 27.27% 0.92748 R cwebp_1.3.2_z9
3362594 0.31459372 6.06% 3.03% 31.88 R cwebp_1.3.2_z7
3341892 0.31474538 3.03% ···· 11.64 · cwebp_1.3.2_z8
3408834 0.32019060 3.03% 3.03% 33.36 R cwebp_1.3.2_z6
3444662 0.32620469 12.12% 6.06% 36.16 R cwebp_1.3.2_z4
3448046 0.32649805 6.06% ···· 34.43 · cwebp_1.3.2_z5
3464462 0.32968735 6.06% 6.06% 36.58 R cwebp_1.3.2_z3
3108459 0.33548405 21.21% 21.21% 0.452891 · cjxl_0.10.1_d0e10num_threads0
3820428 0.35501453 24.24% 24.24% 41.13 R cwebp_1.3.2_z2
3529068 0.38206496 ···· ···· 1.4852 · cjxl_0.10.1_d0e9num_threads0
4015394 0.38794825 ···· ···· 55.79 R cwebp_1.3.2_z1
3747876 0.39978910 ···· ···· 2.7823 · cjxl_0.10.1_d0e8num_threads0
3877198 0.40370464 ···· ···· 3.0753 · oxipng_9.0.0_o5a-fast-t1
3877239 0.40371128 ···· ···· 3.3570 · oxipng_9.0.0_o4a-fast-t1
3877424 0.40383840 ···· ···· 3.0142 · oxipng_9.0.0_o6a-fast-t1
3920372 0.40915465 ···· ···· 4.6022 · oxipng_9.0.0_o3a-fast-t1
3954051 0.41442386 ···· ···· 6.7086 · oxipng_9.0.0_o2a-fast-t1
4115776 0.44753212 ···· ···· 12.59 · oxipng_9.0.0_o1a-fast-t1
4415628 0.46906073 ···· ···· 5.2247 · cjxl_0.10.1_d0e7num_threads0
4641909 0.50283453 ···· ···· 27.15 · oxipng_9.0.0_o0a-fast-t1
4936168 0.52014196 ···· ···· 5.4804 · cjxl_0.10.1_d0e6num_threads0
5232910 0.55467589 ···· ···· 5.768 · cjxl_0.10.1_d0e5num_threads0
6616286 0.63537247 ···· ···· 73.4 R cwebp_1.3.2_z0
6542293 0.71862111 ···· ···· 8.373 · cjxl_0.10.1_d0e4num_threads0
7241698 0.78903840 ···· ···· 19.98 · cjxl_0.10.1_d0e2num_threads0
9115904 1.0700348 ···· ···· 104 R cjxl_0.10.1_d0e1num_threads0
9897439 1.3901958 ···· ···· 14.45 · cjxl_0.10.1_d0e3num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
29 100.00% 1.39 100.00% 226 0.00 2.83 all
1 3.45% 1.17 2.90% 4 0.00 0.92 comic
29 100.00% 1.39 100.00% 226 0.00 2.83 pixel_art_scaled
14 48.28% 0.66 23.12% 186 0.00 2.03 watermark
26 89.66% 1.47 95.11% 244 0.00 2.83 visibly_opaque
3 10.34% 0.66 4.89% 65 0.00 2.74 visibly_transparent
9 31.03% 0.75 16.70% 435 0.00 1.84 DirectClass_sRGB
12 41.38% 2.20 65.57% 194 0.00 4.15 DirectClass_sRGB_Alpha
7 24.14% 0.86 15.04% 27 0.00 1.77 PseudoClass_sRGB
1 3.45% 1.08 2.69% 106 0.00 3.15 PseudoClass_sRGB_Alpha
12 41.38% 0.75 22.51% 213 0.00 2.03 source_imagemagick
17 58.62% 1.83 77.49% 234 0.00 3.39 source_web
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
414310 0.151549 24.14% 24.14% 0.97564 R cwebp_1.3.2_z9
420146 0.153533 6.90% 3.45% 35.74 R cwebp_1.3.2_z7
420176 0.153683 3.45% ···· 12.88 · cwebp_1.3.2_z8
427246 0.155661 3.45% 3.45% 37.35 R cwebp_1.3.2_z6
436566 0.158459 13.79% 6.90% 40.4 R cwebp_1.3.2_z4
437298 0.158705 6.90% ···· 38.4 · cwebp_1.3.2_z5
442352 0.160409 6.90% 6.90% 40.9 R cwebp_1.3.2_z3
456674 0.165397 27.59% 27.59% 46.0 R cwebp_1.3.2_z2
479480 0.169316 17.24% 17.24% 0.49535 · cjxl_0.10.1_d0e10num_threads0
520941 0.178770 ···· ···· 1.6213 · cjxl_0.10.1_d0e9num_threads0
497182 0.180356 ···· ···· 62.2 R cwebp_1.3.2_z1
542623 0.187420 ···· ···· 3.0383 · cjxl_0.10.1_d0e8num_threads0
582036 0.201673 ···· ···· 5.614 · cjxl_0.10.1_d0e7num_threads0
631905 0.208631 ···· ···· 3.3494 · oxipng_9.0.0_o5a-fast-t1
631946 0.208639 ···· ···· 3.6532 · oxipng_9.0.0_o4a-fast-t1
632131 0.208783 ···· ···· 3.2846 · oxipng_9.0.0_o6a-fast-t1
652958 0.213520 ···· ···· 5.002 · oxipng_9.0.0_o3a-fast-t1
661398 0.215775 ···· ···· 7.317 · oxipng_9.0.0_o2a-fast-t1
627425 0.218792 ···· ···· 5.829 · cjxl_0.10.1_d0e6num_threads0
661535 0.232995 ···· ···· 6.089 · cjxl_0.10.1_d0e5num_threads0
712009 0.243708 ···· ···· 13.66 · oxipng_9.0.0_o1a-fast-t1
819169 0.280802 ···· ···· 27.65 · oxipng_9.0.0_o0a-fast-t1
915246 0.293395 ···· ···· 8.953 · cjxl_0.10.1_d0e4num_threads0
918214 0.294606 ···· ···· 20.08 · cjxl_0.10.1_d0e2num_threads0
2277496 0.395163 ···· ···· 77.9 R cwebp_1.3.2_z0
1345967 0.495147 ···· ···· 107 R cjxl_0.10.1_d0e1num_threads0
2992186 0.956496 ···· ···· 14.94 · cjxl_0.10.1_d0e3num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
51 100.00% 1.75 100.00% 254917 0.23 0.83 all
6 11.76% 1.66 11.18% 302073 0.18 0.82 digital_painting_like
51 100.00% 1.75 100.00% 254917 0.23 0.83 machine_learning
21 41.18% 1.84 43.37% 251721 0.21 0.83 photo_like
50 98.04% 1.75 98.24% 245600 0.22 0.83 visibly_opaque
1 1.96% 1.57 1.76% 720731 0.46 0.82 visibly_transparent
50 98.04% 1.75 98.24% 245600 0.22 0.83 DirectClass_sRGB
1 1.96% 1.57 1.76% 720731 0.46 0.82 DirectClass_sRGB_Alpha
29 56.86% 1.85 60.17% 252952 0.26 0.84 source_imagemagick
22 43.14% 1.61 39.83% 257507 0.19 0.81 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
81332945 7.3792361 74.51% 74.51% 0.09032166 R cjxl_0.10.1_d0e10num_threads0
82341426 7.4274329 19.61% 19.61% 0.255183 R cjxl_0.10.1_d0e9num_threads0
82504511 7.4577607 1.96% 1.96% 0.343340 R cjxl_0.10.1_d0e8num_threads0
82837558 7.4849748 1.96% 1.96% 1.1412 R cjxl_0.10.1_d0e7num_threads0
84703609 7.6483669 ···· ···· 1.6548 R cjxl_0.10.1_d0e6num_threads0
85390524 7.7203753 ···· ···· 2.2760 R cjxl_0.10.1_d0e5num_threads0
85890437 7.7865278 ···· ···· 3.9080 R cjxl_0.10.1_d0e4num_threads0
86675972 7.8361657 ···· ···· 9.432 R cjxl_0.10.1_d0e3num_threads0
88191713 8.0412587 1.96% 1.96% 0.144223 · cwebp_1.3.2_z9
89012793 8.1338780 ···· ···· 1.9397 · cwebp_1.3.2_z8
89563803 8.1820362 ···· ···· 2.1563 · cwebp_1.3.2_z7
89695777 8.1981540 ···· ···· 3.2121 · cwebp_1.3.2_z6
89738131 8.2041864 ···· ···· 4.2850 · cwebp_1.3.2_z5
89914057 8.2101573 ···· ···· 4.3146 · cwebp_1.3.2_z4
89938719 8.2129839 ···· ···· 4.5563 · cwebp_1.3.2_z3
90336255 8.2824588 ···· ···· 6.2586 · cwebp_1.3.2_z2
91577177 8.4741532 ···· ···· 7.5341 · cwebp_1.3.2_z1
93540535 8.6410994 ···· ···· 14.92 R cjxl_0.10.1_d0e2num_threads0
100659631 9.2414191 ···· ···· 22.19 R cwebp_1.3.2_z0
102746482 9.3948328 ···· ···· 41.63 R cjxl_0.10.1_d0e1num_threads0
111719103 10.333035 ···· ···· 0.703465 · oxipng_9.0.0_o6a-fast-t1
111732368 10.335233 ···· ···· 0.772570 · oxipng_9.0.0_o5a-fast-t1
111733047 10.335636 ···· ···· 0.97521 · oxipng_9.0.0_o4a-fast-t1
111749899 10.338416 ···· ···· 1.0836 · oxipng_9.0.0_o3a-fast-t1
112407084 10.384081 ···· ···· 1.6720 · oxipng_9.0.0_o2a-fast-t1
112722196 10.414127 ···· ···· 3.6187 · oxipng_9.0.0_o1a-fast-t1
117436339 10.826943 ···· ···· 14.20 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
45 100.00% 1.55 100.00% 75544 0.06 1.35 all
45 100.00% 1.55 100.00% 75544 0.06 1.35 algorithmic
2 4.44% 8.52 24.42% 6 0.00 3.79 fractal
27 60.00% 1.14 44.11% 124026 0.10 0.75 jxl_art
16 35.56% 1.37 31.47% 3173 0.00 2.06 larip
45 100.00% 1.55 100.00% 75544 0.06 1.35 visibly_opaque
18 40.00% 1.33 34.26% 129907 0.10 1.63 DirectClass_sRGB
12 26.67% 1.18 20.23% 88396 0.08 0.83 DirectClass_sRGB_Alpha
10 22.22% 0.86 12.33% 28 0.00 0.84 PseudoClass_Gray
5 11.11% 4.63 33.18% 24 0.00 2.63 PseudoClass_sRGB
24 53.33% 1.89 64.91% 4699 0.00 1.85 source_imagemagick
21 46.67% 1.17 35.09% 156510 0.13 0.79 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
13059093 1.6517448 68.89% 68.89% 0.307705 R cjxl_0.10.1_d0e10num_threads0
14991680 1.9311413 ···· ···· 0.858379 R cjxl_0.10.1_d0e9num_threads0
16892783 2.1639794 ···· ···· 1.5842 R cjxl_0.10.1_d0e8num_threads0
17615724 2.2454835 17.78% 13.33% 0.631863 · cwebp_1.3.2_z9
17923386 2.2920414 11.11% 4.44% 11.204 R cwebp_1.3.2_z8
18072996 2.3116555 6.67% ···· 20.370 R cwebp_1.3.2_z7
18316586 2.3362940 2.22% ···· 22.676 R cwebp_1.3.2_z6
18556112 2.3702675 2.22% ···· 24.27 R cwebp_1.3.2_z5
18530648 2.3751338 2.22% ···· 26.26 R cwebp_1.3.2_z4
18556482 2.3776635 2.22% ···· 26.31 R cwebp_1.3.2_z3
18883397 2.4382502 ···· ···· 3.4806 · cjxl_0.10.1_d0e7num_threads0
19211628 2.4750852 4.44% 2.22% 28.40 R cwebp_1.3.2_z2
20940980 2.6747590 4.44% 2.22% 35.39 R cwebp_1.3.2_z1
22105922 2.8253554 2.22% ···· 3.3744 · oxipng_9.0.0_o6a-fast-t1
22106093 2.8253844 2.22% ···· 3.4565 · oxipng_9.0.0_o5a-fast-t1
22122656 2.8271532 2.22% ···· 3.7086 · oxipng_9.0.0_o4a-fast-t1
22168076 2.8342515 2.22% ···· 4.3540 · oxipng_9.0.0_o3a-fast-t1
22257772 2.8483101 2.22% ···· 6.3089 · oxipng_9.0.0_o2a-fast-t1
22632258 2.8584721 ···· ···· 3.8642 · cjxl_0.10.1_d0e6num_threads0
22547024 2.8971230 ···· ···· 9.1561 · oxipng_9.0.0_o1a-fast-t1
25122545 3.1138760 ···· ···· 4.1852 · cjxl_0.10.1_d0e5num_threads0
24459811 3.1682806 ···· ···· 22.75 · oxipng_9.0.0_o0a-fast-t1
28073954 3.6240990 ···· ···· 71.33 R cwebp_1.3.2_z0
71910314 4.7164930 ···· ···· 6.5950 · cjxl_0.10.1_d0e4num_threads0
78859260 5.7496263 ···· ···· 23.39 · cjxl_0.10.1_d0e2num_threads0
97108682 6.1109367 ···· ···· 14.43 · cjxl_0.10.1_d0e3num_threads0
50005643 6.1497986 ···· ···· 106 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
18 100.00% 2.17 100.00% 2821 0.00 2.25 all
18 100.00% 2.17 100.00% 2821 0.00 2.25 algorithmic
2 11.11% 8.52 43.69% 6 0.00 3.79 fractal
16 88.89% 1.37 56.31% 3173 0.00 2.06 larip
18 100.00% 2.17 100.00% 2821 0.00 2.25 visibly_opaque
4 22.22% 2.07 21.27% 12596 0.01 4.81 DirectClass_sRGB
9 50.00% 0.84 19.37% 31 0.00 0.90 PseudoClass_Gray
5 27.78% 4.63 59.36% 24 0.00 2.63 PseudoClass_sRGB
18 100.00% 2.17 100.00% 2821 0.00 2.25 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
1075492 0.2595046 38.89% 38.89% 0.54111 R cjxl_0.10.1_d0e10num_threads0
1210843 0.2842547 ···· ···· 1.4851 R cjxl_0.10.1_d0e9num_threads0
1236618 0.2867315 33.33% 22.22% 0.85526 · cwebp_1.3.2_z9
1331771 0.3045688 ···· ···· 2.7248 R cjxl_0.10.1_d0e8num_threads0
1403488 0.3229100 27.78% 11.11% 23.47 R cwebp_1.3.2_z8
1478461 0.3320600 ···· ···· 5.746 · cjxl_0.10.1_d0e7num_threads0
1461704 0.3398987 16.67% ···· 43.85 R cwebp_1.3.2_z7
1564868 0.3527648 5.56% ···· 6.942 · oxipng_9.0.0_o5a-fast-t1
1564868 0.3527648 5.56% ···· 6.806 · oxipng_9.0.0_o6a-fast-t1
1578882 0.3555867 5.56% ···· 7.373 · oxipng_9.0.0_o4a-fast-t1
1591106 0.3571202 5.56% ···· 8.486 · oxipng_9.0.0_o3a-fast-t1
1550242 0.3591748 5.56% ···· 47.90 R cwebp_1.3.2_z6
1607136 0.3607322 5.56% ···· 12.44 · oxipng_9.0.0_o2a-fast-t1
1652197 0.3685880 ···· ···· 16.32 · oxipng_9.0.0_o1a-fast-t1
1646422 0.3823398 5.56% ···· 54.64 R cwebp_1.3.2_z4
1646346 0.3823510 5.56% ···· 50.53 · cwebp_1.3.2_z5
1647892 0.3831182 5.56% ···· 54.55 · cwebp_1.3.2_z3
1788732 0.4001463 ···· ···· 27.72 · oxipng_9.0.0_o0a-fast-t1
1741866 0.4089871 11.11% 5.56% 57.94 R cwebp_1.3.2_z2
2657065 0.4631304 ···· ···· 6.167 · cjxl_0.10.1_d0e6num_threads0
2348202 0.5474777 ···· ···· 122 R cwebp_1.3.2_z0
2482738 0.5707745 5.56% ···· 70.18 · cwebp_1.3.2_z1
3641203 0.5728558 ···· ···· 6.388 · cjxl_0.10.1_d0e5num_threads0
10597242 1.267247 ···· ···· 163 R cjxl_0.10.1_d0e1num_threads0
42904007 1.710324 ···· ···· 35.41 · cjxl_0.10.1_d0e2num_threads0
42785144 1.713145 ···· ···· 10.42 · cjxl_0.10.1_d0e4num_threads0
64986927 3.936158 ···· ···· 21.40 · cjxl_0.10.1_d0e3num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
27 100.00% 1.14 100.00% 124026 0.10 0.75 all
27 100.00% 1.14 100.00% 124026 0.10 0.75 algorithmic
27 100.00% 1.14 100.00% 124026 0.10 0.75 jxl_art
27 100.00% 1.14 100.00% 124026 0.10 0.75 visibly_opaque
14 51.85% 1.12 50.73% 163425 0.13 0.72 DirectClass_sRGB
12 44.44% 1.18 45.87% 88396 0.08 0.83 DirectClass_sRGB_Alpha
1 3.70% 1.05 3.41% 2 0.00 0.25 PseudoClass_Gray
6 22.22% 1.05 20.44% 10331 0.01 0.63 source_imagemagick
21 77.78% 1.17 79.56% 156510 0.13 0.79 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
11983601 2.5799049 88.89% 88.89% 0.152099 R cjxl_0.10.1_d0e10num_threads0
13780837 3.0290657 ···· ···· 0.440584 R cjxl_0.10.1_d0e9num_threads0
15561012 3.4035865 ···· ···· 0.82380 R cjxl_0.10.1_d0e8num_threads0
16379106 3.5513181 7.41% 7.41% 0.482928 · cwebp_1.3.2_z9
16519898 3.6047956 ···· ···· 3.0302 R cwebp_1.3.2_z8
16611292 3.6261600 ···· ···· 4.7153 R cwebp_1.3.2_z7
16766344 3.6543735 ···· ···· 5.861 R cwebp_1.3.2_z6
16909766 3.6955452 ···· ···· 6.765 R cwebp_1.3.2_z5
16884226 3.7036631 ···· ···· 7.334 R cwebp_1.3.2_z4
16908590 3.7073603 ···· ···· 7.490 R cwebp_1.3.2_z3
17404936 3.8423769 ···· ···· 1.9700 · cjxl_0.10.1_d0e7num_threads0
17469762 3.8524840 ···· ···· 8.711 R cwebp_1.3.2_z2
18458242 4.0774153 3.70% 3.70% 12.19 R cwebp_1.3.2_z1
19975193 4.4553666 ···· ···· 2.3287 · cjxl_0.10.1_d0e6num_threads0
20541054 4.4737491 ···· ···· 1.0865 · oxipng_9.0.0_o6a-fast-t1
20541225 4.4737974 ···· ···· 1.1328 · oxipng_9.0.0_o5a-fast-t1
20543774 4.4748642 ···· ···· 1.2655 · oxipng_9.0.0_o4a-fast-t1
20576970 4.4856724 ···· ···· 1.5993 · oxipng_9.0.0_o3a-fast-t1
20650636 4.5066953 ···· ···· 2.2197 · oxipng_9.0.0_o2a-fast-t1
20894827 4.5828130 ···· ···· 4.378 · oxipng_9.0.0_o1a-fast-t1
21481342 4.8078894 ···· ···· 2.7166 · cjxl_0.10.1_d0e5num_threads0
22671079 5.0137035 ···· ···· 19.43 R oxipng_9.0.0_o0a-fast-t1
25725752 5.6751798 ···· ···· 37.88 R cwebp_1.3.2_z0
29125170 6.7187253 ···· ···· 4.047 · cjxl_0.10.1_d0e4num_threads0
32121755 7.5607889 ···· ···· 9.784 · cjxl_0.10.1_d0e3num_threads0
35955253 8.4424947 ···· ···· 15.38 · cjxl_0.10.1_d0e2num_threads0
39408401 9.4048329 ···· ···· 66.9 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
22 100.00% 1.66 100.00% 140632 0.11 0.91 all
1 4.55% 2.07 5.67% 85479 0.04 0.96 glitch
22 100.00% 1.66 100.00% 140632 0.11 0.91 mixed
22 100.00% 1.66 100.00% 140632 0.11 0.91 visibly_opaque
19 86.36% 1.62 84.38% 133534 0.11 0.86 DirectClass_sRGB
3 13.64% 1.90 15.62% 185586 0.10 1.23 DirectClass_sRGB_Alpha
1 4.55% 1.17 3.19% 26611 0.02 2.11 source_gimp
1 4.55% 0.43 1.18% 72842 0.17 0.80 source_gnome_screenshot
19 86.36% 1.62 84.38% 133534 0.11 0.86 source_imagemagick
1 4.55% 4.11 11.25% 457306 0.11 0.78 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
18513736 3.9823774 90.91% 90.91% 0.0987887 R cjxl_0.10.1_d0e10num_threads0
19081625 4.0633013 ···· ···· 0.329012 R cjxl_0.10.1_d0e9num_threads0
19220608 4.1013443 4.55% 4.55% 0.54659 R cjxl_0.10.1_d0e8num_threads0
19540636 4.1666392 ···· ···· 1.5142 R cjxl_0.10.1_d0e7num_threads0
20382358 4.3452456 ···· ···· 2.0206 R cjxl_0.10.1_d0e6num_threads0
20893762 4.4483269 ···· ···· 2.5407 R cjxl_0.10.1_d0e5num_threads0
20887085 4.5378550 4.55% 4.55% 0.196176 · cwebp_1.3.2_z9
21231741 4.6020284 ···· ···· 2.2330 · cwebp_1.3.2_z7
21216583 4.6159383 ···· ···· 1.6801 · cwebp_1.3.2_z8
21331151 4.6201220 ···· ···· 3.0103 R cwebp_1.3.2_z6
21524213 4.6476264 ···· ···· 3.6447 R cwebp_1.3.2_z5
21514893 4.6633717 ···· ···· 3.7660 R cwebp_1.3.2_z4
21544143 4.6695241 ···· ···· 3.8869 R cwebp_1.3.2_z3
23420298 4.8852385 ···· ···· 3.6684 · cjxl_0.10.1_d0e4num_threads0
22616945 4.9124567 ···· ···· 5.181 R cwebp_1.3.2_z2
23320331 5.0825364 ···· ···· 7.523 R cwebp_1.3.2_z1
26196177 5.4302785 ···· ···· 9.373 R cjxl_0.10.1_d0e3num_threads0
25547509 5.6228779 ···· ···· 23.54 R cwebp_1.3.2_z0
26894567 5.6775009 ···· ···· 15.06 · cjxl_0.10.1_d0e2num_threads0
27895799 6.0325563 ···· ···· 0.84560 · oxipng_9.0.0_o5a-fast-t1
27895799 6.0325563 ···· ···· 0.79910 · oxipng_9.0.0_o6a-fast-t1
27896161 6.0364445 ···· ···· 0.98804 · oxipng_9.0.0_o4a-fast-t1
27928922 6.0439262 ···· ···· 1.2609 · oxipng_9.0.0_o3a-fast-t1
28251132 6.0890267 ···· ···· 1.7686 · oxipng_9.0.0_o2a-fast-t1
28978596 6.1691418 ···· ···· 51.6 R cjxl_0.10.1_d0e1num_threads0
28725710 6.2317378 ···· ···· 3.7390 · oxipng_9.0.0_o1a-fast-t1
30420522 6.5922471 ···· ···· 17.17 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
21 100.00% 0.99 100.00% 62692 0.08 0.97 all
21 100.00% 0.99 100.00% 62692 0.08 0.97 misc
19 90.48% 1.05 96.11% 63377 0.08 0.97 visibly_opaque
2 9.52% 0.40 3.89% 56192 0.13 1.00 visibly_transparent
12 57.14% 1.15 66.96% 83692 0.10 0.81 DirectClass_sRGB
5 23.81% 0.57 13.69% 62377 0.11 1.35 DirectClass_sRGB_Alpha
3 14.29% 1.29 18.75% 113 0.00 0.83 PseudoClass_Gray
1 4.76% 0.13 0.61% 14 0.00 1.52 PseudoClass_sRGB
16 76.19% 1.06 82.27% 69400 0.09 0.87 source_imagemagick
1 4.76% 1.50 7.25% 6552 0.00 0.84 source_sdl
4 19.05% 0.54 10.48% 49895 0.07 1.43 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
10185576 4.7895605 61.90% 61.90% 0.187120 R cjxl_0.10.1_d0e10num_threads0
10421516 4.8157019 28.57% 19.05% 0.31164 R cwebp_1.3.2_z9
10520556 4.8692533 9.52% ···· 6.351 R cwebp_1.3.2_z7
10530964 4.8706908 14.29% ···· 3.4785 · cwebp_1.3.2_z8
10581678 4.8910291 4.76% ···· 7.620 R cwebp_1.3.2_z6
10610970 4.9021313 4.76% ···· 8.757 R cwebp_1.3.2_z5
10619420 4.9155828 4.76% ···· 8.682 · cwebp_1.3.2_z4
10623564 4.9220310 4.76% ···· 8.850 R cwebp_1.3.2_z3
11033576 5.1702806 9.52% ···· 10.94 R cwebp_1.3.2_z2
11119486 5.1900917 ···· ···· 0.54122 · cjxl_0.10.1_d0e9num_threads0
11364033 5.3268475 ···· ···· 0.97114 · cjxl_0.10.1_d0e8num_threads0
11358378 5.3562528 4.76% ···· 15.05 R cwebp_1.3.2_z1
12066478 5.6163310 ···· ···· 2.2653 · cjxl_0.10.1_d0e7num_threads0
12761786 5.8855637 4.76% ···· 1.5544 · oxipng_9.0.0_o4a-fast-t1
12768877 5.8886517 4.76% ···· 1.3816 · oxipng_9.0.0_o5a-fast-t1
12768877 5.8886517 4.76% ···· 1.2960 · oxipng_9.0.0_o6a-fast-t1
12782247 5.8919679 4.76% ···· 1.9044 · oxipng_9.0.0_o3a-fast-t1
12750523 5.8923926 ···· ···· 2.738 · cjxl_0.10.1_d0e6num_threads0
12827021 5.9100828 4.76% ···· 2.924 · oxipng_9.0.0_o2a-fast-t1
13042406 6.0314477 4.76% ···· 5.252 · oxipng_9.0.0_o1a-fast-t1
13059014 6.0363949 ···· ···· 3.278 · cjxl_0.10.1_d0e5num_threads0
13830961 6.3325492 4.76% ···· 16.32 R oxipng_9.0.0_o0a-fast-t1
14869024 6.4665583 ···· ···· 30.6 R cwebp_1.3.2_z0
14613889 6.7486537 ···· ···· 5.135 · cjxl_0.10.1_d0e4num_threads0
16079867 7.6637968 ···· ···· 11.32 · cjxl_0.10.1_d0e3num_threads0
17443551 7.7961352 ···· ···· 17.10 · cjxl_0.10.1_d0e2num_threads0
18874665 8.4231243 ···· ···· 54.1 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
106 100.00% 2.17 100.00% 108919 0.09 0.92 all 3 2.83% 7.65 9.96% 282036 0.03 0.80 scan
18 16.98% 1.57 12.27% 194320 0.19 1.03 album_art 2 1.89% 0.40 0.35% 46824 0.13 0.92 stereogram
3 2.83% 1.82 2.37% 116147 0.06 0.85 blend 2 1.89% 0.92 0.80% 16480 0.02 0.75 thumbnail
1 0.94% 0.08 0.04% 45979 0.57 0.82 boxed 3 2.83% 4.39 5.72% 7306 0.00 0.75 vector
14 13.21% 3.63 22.05% 25988 0.01 0.96 chart 98 92.45% 1.95 82.90% 111852 0.09 0.93 visibly_opaque
11 10.38% 4.19 19.98% 88057 0.03 0.84 comic 8 7.55% 4.93 17.10% 72993 0.06 0.89 visibly_transparent
3 2.83% 1.12 1.45% 25396 0.03 0.88 dither_mean 70 66.04% 1.79 54.40% 123300 0.10 0.85 DirectClass_sRGB
2 1.89% 8.25 7.16% 422948 0.05 0.73 drawing 24 22.64% 2.96 30.81% 121348 0.10 1.14 DirectClass_sRGB_Alpha
3 2.83% 4.61 6.00% 60717 0.04 0.87 edit 10 9.43% 3.27 14.17% 196 0.00 0.86 PseudoClass_Gray
1 0.94% 2.07 0.90% 85479 0.04 0.96 glitch 2 1.89% 0.71 0.62% 45 0.00 1.28 PseudoClass_sRGB
2 1.89% 1.72 1.49% 146688 0.09 0.80 gregstump 2 1.89% 1.04 0.91% 28239 0.03 1.43 source_gimp
2 1.89% 0.83 0.72% 23118 0.28 0.82 lossy 1 0.94% 0.43 0.19% 72842 0.17 0.80 source_gnome_screenshot
21 19.81% 0.99 8.98% 62692 0.08 0.97 misc 74 69.81% 2.23 71.52% 85045 0.07 0.87 source_imagemagick
22 20.75% 1.66 15.85% 140632 0.11 0.91 mixed 2 1.89% 1.79 1.55% 59126 0.03 0.80 source_sdl
6 5.66% 2.39 6.22% 31417 0.08 0.82 optical_illusion 20 18.87% 2.01 17.42% 198220 0.17 1.00 source_unknown
1 0.94% 0.08 0.04% 45979 0.57 0.82 painting 7 6.60% 2.77 8.43% 148591 0.07 1.21 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
105662064 4.8243064 75.47% 75.47% 0.1426522 R cjxl_0.10.1_d0e10num_threads0
114112944 4.9182121 17.92% 16.04% 0.338477 R cwebp_1.3.2_z9
112183579 5.0388576 2.83% 2.83% 0.494820 R cjxl_0.10.1_d0e9num_threads0
113766678 5.1080428 0.94% 0.94% 0.904247 R cjxl_0.10.1_d0e8num_threads0
117761780 5.1567143 2.83% ···· 3.51831 R cwebp_1.3.2_z8
118321896 5.1593121 1.89% ···· 5.1414 R cwebp_1.3.2_z7
119277402 5.1878191 0.94% ···· 6.4029 R cwebp_1.3.2_z6
119797450 5.2024371 0.94% ···· 7.5329 R cwebp_1.3.2_z5
120234406 5.2166482 0.94% ···· 7.6424 R cwebp_1.3.2_z4
120290218 5.2174654 0.94% ···· 7.8614 R cwebp_1.3.2_z3
117044368 5.3342077 0.94% 0.94% 2.07006 · cjxl_0.10.1_d0e7num_threads0
123806874 5.3838995 1.89% ···· 10.275 R cwebp_1.3.2_z2
126959340 5.5336388 0.94% ···· 13.398 R cwebp_1.3.2_z1
122198434 5.5355059 ···· ···· 2.5825 · cjxl_0.10.1_d0e6num_threads0
124904123 5.6504669 ···· ···· 3.1465 · cjxl_0.10.1_d0e5num_threads0
134292757 6.0480583 ···· ···· 4.5729 · cjxl_0.10.1_d0e4num_threads0
144733891 6.2019871 0.94% ···· 1.19137 · oxipng_9.0.0_o5a-fast-t1
144733891 6.2019871 0.94% ···· 1.12985 · oxipng_9.0.0_o6a-fast-t1
144753167 6.2032249 0.94% ···· 1.37425 · oxipng_9.0.0_o4a-fast-t1
144940451 6.2112216 0.94% ···· 1.74061 · oxipng_9.0.0_o3a-fast-t1
145507398 6.2319074 0.94% ···· 2.59717 · oxipng_9.0.0_o2a-fast-t1
147610209 6.3377060 0.94% ···· 5.2963 · oxipng_9.0.0_o1a-fast-t1
147888754 6.3536694 ···· ···· 32.09 R cwebp_1.3.2_z0
141996936 6.4459295 ···· ···· 11.053 · cjxl_0.10.1_d0e3num_threads0
156061355 6.6538618 0.94% ···· 17.635 · oxipng_9.0.0_o0a-fast-t1
151743922 6.8374404 ···· ···· 17.453 · cjxl_0.10.1_d0e2num_threads0
165184828 7.3158401 ···· ···· 62.11 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag | share | share colors (mean)| tag
75 100.00% 0.05 100.00% 4301 0.13 0.83 all 33 44.00% 0.06 53.93% 625 0.01 0.82 pixel_art
1 1.33% 0.09 2.62% 2096 0.02 0.77 algorithmic 1 1.33% 0.06 1.75% 255 0.00 1.02 reduced_palette
1 1.33% 0.08 2.36% 45979 0.57 0.82 boxed 2 2.67% 0.04 2.21% 2063 0.03 0.92 sprite_sheet
2 2.67% 0.09 5.35% 254 0.00 0.37 digital_painting 2 2.67% 0.08 4.65% 993 0.01 0.97 text
3 4.00% 0.03 2.96% 6992 0.21 0.81 edit 2 2.67% 0.05 2.98% 2408 0.06 1.08 ui
1 1.33% 0.04 1.12% 4644 0.12 0.77 emoji 57 76.00% 0.05 80.83% 4985 0.13 0.83 visibly_opaque
1 1.33% 0.10 2.91% 1731 0.02 0.91 game 18 24.00% 0.04 19.17% 2136 0.14 0.84 visibly_transparent
2 2.67% 0.04 2.21% 2063 0.03 0.92 game_asset 2 2.67% 0.06 3.62% 1744 0.03 1.08 DirectClass_Gray_Alpha
24 32.00% 0.02 11.87% 4940 0.29 0.84 icon 20 26.67% 0.05 26.55% 12065 0.31 0.82 DirectClass_sRGB
1 1.33% 0.09 2.62% 2096 0.02 0.77 jxl_art 18 24.00% 0.02 11.51% 4228 0.21 0.86 DirectClass_sRGB_Alpha
3 4.00% 0.07 6.24% 2214 0.03 1.01 logo 1 1.33% 0.07 2.13% 2 0.00 0.37 PseudoClass_Gray
3 4.00% 0.07 5.77% 35368 0.45 0.84 lossy 31 41.33% 0.05 49.41% 38 0.00 0.85 PseudoClass_sRGB
1 1.33% 0.09 2.62% 28106 0.31 0.86 misc 3 4.00% 0.08 6.79% 175 0.00 0.55 PseudoClass_sRGB_Alpha
2 2.67% 0.03 1.97% 8124 0.24 0.81 mixed 29 38.67% 0.02 20.33% 4459 0.24 0.86 source_app
1 1.33% 0.08 2.36% 45979 0.57 0.82 painting 43 57.33% 0.06 71.69% 4434 0.07 0.84 source_imagemagick
4 5.33% 0.05 5.39% 19262 0.32 0.82 photo 3 4.00% 0.09 7.98% 868 0.01 0.51 source_web
Mpx/s real (mean)
bpp (mean) | Pareto front for bpp and real time
B | mins unique mins | best of
1225446 3.63700 54.67% 52.00% 0.24090 R cjxl_0.10.1_d0e10num_threads0
1262189 3.71737 2.67% ···· 0.6527 R cjxl_0.10.1_d0e9num_threads0
1261159 3.77564 21.33% 20.00% 0.11066 · cwebp_1.3.2_z9
1289587 3.77756 2.67% 1.33% 0.9954 R cjxl_0.10.1_d0e8num_threads0
1289817 3.83544 5.33% 4.00% 2.617 R cwebp_1.3.2_z8
1323842 3.83762 4.00% 4.00% 2.203 · cjxl_0.10.1_d0e7num_threads0
1292431 3.84355 6.67% 2.67% 7.01 R cwebp_1.3.2_z6
1292279 3.84432 5.33% 1.33% 6.702 · cwebp_1.3.2_z7
1297035 3.85116 2.67% ···· 7.88 R cwebp_1.3.2_z5
1350592 3.90609 ···· ···· 2.409 · cjxl_0.10.1_d0e6num_threads0
1326461 3.95826 4.00% 1.33% 9.66 R cwebp_1.3.2_z4
1328567 3.96604 2.67% ···· 9.47 · cwebp_1.3.2_z3
1384568 3.97327 1.33% 1.33% 2.579 · cjxl_0.10.1_d0e5num_threads0
1400809 4.18022 4.00% 2.67% 11.7 R cwebp_1.3.2_z2
1561032 4.29525 ···· ···· 4.16 · cjxl_0.10.1_d0e4num_threads0
1472631 4.42057 ···· ···· 14.6 R cwebp_1.3.2_z1
1720829 4.67232 ···· ···· 6.84 · cjxl_0.10.1_d0e3num_threads0
1631847 4.79183 ···· ···· 18.2 R cwebp_1.3.2_z0
1748453 4.85377 ···· ···· 8.29 · cjxl_0.10.1_d0e2num_threads0
1619202 4.86274 ···· ···· 1.250 · oxipng_9.0.0_o6a-fast-t1
1619704 4.86432 ···· ···· 1.275 · oxipng_9.0.0_o5a-fast-t1
1620989 4.87341 ···· ···· 1.395 · oxipng_9.0.0_o4a-fast-t1
1628595 4.88280 ···· ···· 2.761 · oxipng_9.0.0_o2a-fast-t1
1628157 4.88483 ···· ···· 1.736 · oxipng_9.0.0_o3a-fast-t1
1670313 5.02027 ···· ···· 4.28 · oxipng_9.0.0_o1a-fast-t1
1732845 5.20533 ···· ···· 9.31 · oxipng_9.0.0_o0a-fast-t1
2074750 5.55102 ···· ···· 16.6 · cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
447 100.00% 0.36 100.00% 38565 0.11 0.93 all 1 0.22% 0.08 0.05% 45979 0.57 0.82 painting
4 0.89% 0.64 1.56% 90616 0.13 0.83 3d 65 14.54% 0.51 20.17% 73192 0.16 0.85 photo
32 7.16% 0.25 4.91% 15063 0.06 0.88 albedo 10 2.24% 0.57 3.48% 129303 0.24 0.82 photo_like
8 1.79% 0.60 2.96% 115184 0.25 1.24 album_art 71 15.88% 0.19 8.17% 475 0.00 0.89 pixel_art
12 2.68% 0.47 3.49% 27185 0.04 1.01 algorithmic 19 4.25% 0.55 6.38% 711 0.00 1.99 pixel_art_scaled
2 0.45% 0.22 0.27% 60575 0.39 0.82 boxed 6 1.34% 0.30 1.10% 139 0.00 0.87 reduced_palette
4 0.89% 0.66 1.63% 3856 0.01 1.00 chart 8 1.79% 0.28 1.37% 1714 0.01 1.10 sprite_sheet
29 6.49% 0.68 12.12% 78086 0.11 0.75 digital_painting 2 0.45% 0.40 0.49% 46824 0.13 0.92 stereogram
1 0.22% 0.87 0.54% 55942 0.06 0.88 dither_mean 21 4.70% 0.38 4.93% 2720 0.01 0.95 text
11 2.46% 0.48 3.25% 52459 0.14 0.81 edit 64 14.32% 0.25 9.82% 33295 0.14 0.86 texture
3 0.67% 0.54 1.00% 4703 0.04 0.94 emoji 2 0.45% 0.92 1.13% 16480 0.02 0.75 thumbnail
3 0.67% 0.64 1.18% 91576 0.14 0.80 film 23 5.15% 0.48 6.80% 27334 0.05 1.07 ui
1 0.22% 0.26 0.16% 6 0.00 0.37 fractal 35 7.83% 0.65 13.88% 85388 0.13 1.17 watermark
18 4.03% 0.47 5.16% 7802 0.02 0.84 game 355 79.42% 0.40 86.16% 41590 0.11 0.93 visibly_opaque
9 2.01% 0.33 1.85% 7314 0.02 1.06 game_asset 92 20.58% 0.24 13.84% 26894 0.12 0.91 visibly_transparent
24 5.37% 0.02 0.25% 4940 0.29 0.84 icon 5 1.12% 0.16 0.50% 915 0.01 1.13 DirectClass_Gray_Alpha
4 0.89% 0.49 1.22% 81484 0.11 0.66 jxl_art 233 52.13% 0.45 64.87% 59879 0.16 0.88 DirectClass_sRGB
1 0.22% 0.87 0.54% 224155 0.26 0.87 kaleidoscope 108 24.16% 0.28 18.54% 30333 0.13 1.00 DirectClass_sRGB_Alpha
7 1.57% 0.49 2.11% 39 0.00 1.30 larip 16 3.58% 0.41 4.02% 87 0.00 0.87 PseudoClass_Gray
56 12.53% 0.21 7.34% 27049 0.13 0.85 logo 79 17.67% 0.23 11.30% 55 0.00 0.97 PseudoClass_sRGB
40 8.95% 0.45 11.17% 58814 0.16 0.86 lossy 6 1.34% 0.21 0.76% 102 0.00 0.87 PseudoClass_sRGB_Alpha
21 4.70% 0.51 6.53% 147425 0.32 0.83 machine_learning 88 19.69% 0.17 8.95% 18716 0.16 0.87 source_app
12 2.68% 0.39 2.87% 33654 0.09 1.10 misc 41 9.17% 0.27 6.68% 41699 0.17 0.82 source_gimp
5 1.12% 0.30 0.92% 39366 0.17 0.75 mixed 6 1.34% 0.45 1.64% 17908 0.04 0.97 source_gnome_screenshot
2 0.45% 0.79 0.97% 4733 0.01 1.03 mosaic 272 60.85% 0.42 70.54% 41846 0.09 0.92 source_imagemagick
32 7.16% 0.25 4.91% 51528 0.21 0.84 normal 9 2.01% 0.56 3.12% 102445 0.22 1.15 source_unknown
3 0.67% 0.38 0.70% 55528 0.15 0.89 optical_illusion 31 6.94% 0.48 9.05% 47436 0.08 1.23 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
89324176 4.2280782 63.98% 63.53% 0.2059372 R cjxl_0.10.1_d0e10num_threads0
90962833 4.3128217 5.59% 5.15% 0.589203 R cjxl_0.10.1_d0e9num_threads0
92419237 4.3983549 1.57% 1.34% 0.966461 R cjxl_0.10.1_d0e8num_threads0
94898092 4.5067223 0.67% 0.67% 2.25670 R cjxl_0.10.1_d0e7num_threads0
95972401 4.5267364 19.46% 19.02% 0.267014 · cwebp_1.3.2_z9
98286799 4.6248477 2.68% 1.12% 4.1347 R cwebp_1.3.2_z8
98762929 4.6414355 2.46% 0.67% 7.7568 R cwebp_1.3.2_z7
99059913 4.6515133 1.34% 0.67% 8.5188 R cwebp_1.3.2_z6
98489175 4.6590684 ···· ···· 2.6007 · cjxl_0.10.1_d0e6num_threads0
99372705 4.6625187 1.12% 0.22% 9.4419 R cwebp_1.3.2_z5
99468139 4.6873707 1.79% 0.89% 10.167 R cwebp_1.3.2_z4
99551161 4.6923678 0.89% 0.45% 10.314 R cwebp_1.3.2_z3
100700320 4.7606175 0.22% 0.22% 2.9607 · cjxl_0.10.1_d0e5num_threads0
102668687 4.8630073 2.24% 1.79% 13.234 R cwebp_1.3.2_z2
106451727 5.0544401 ···· ···· 17.546 R cwebp_1.3.2_z1
107700382 5.0667453 0.22% 0.22% 4.8823 · cjxl_0.10.1_d0e4num_threads0
114843334 5.4285578 ···· ···· 9.8633 · cjxl_0.10.1_d0e3num_threads0
121071481 5.6833952 ···· ···· 13.859 · cjxl_0.10.1_d0e2num_threads0
123270398 5.7440855 0.67% ···· 1.28436 · oxipng_9.0.0_o6a-fast-t1
123278022 5.7445135 0.67% ···· 1.33689 · oxipng_9.0.0_o5a-fast-t1
123332207 5.7483417 0.67% ···· 1.50982 · oxipng_9.0.0_o4a-fast-t1
123512254 5.7573600 0.45% ···· 1.88636 · oxipng_9.0.0_o3a-fast-t1
121356479 5.7594721 ···· ···· 30.71 R cwebp_1.3.2_z0
124184585 5.7800429 0.45% ···· 2.8404 · oxipng_9.0.0_o2a-fast-t1
125749720 5.8672872 0.22% ···· 5.1840 · oxipng_9.0.0_o1a-fast-t1
131529283 6.1288380 0.22% ···· 14.642 · oxipng_9.0.0_o0a-fast-t1
132740705 6.3199719 ···· ···· 45.62 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
287 100.00% 1.73 100.00% 137590 0.08 0.98 all 1 0.35% 2.36 0.48% 59557 0.03 0.81 panorama
51 17.77% 2.07 21.27% 151022 0.07 0.86 3d 28 9.76% 1.52 8.57% 215829 0.15 0.85 photo
7 2.44% 1.68 2.37% 294867 0.17 0.89 album_art 8 2.79% 1.66 2.67% 390261 0.23 0.82 photo_like
31 10.80% 1.40 8.76% 91425 0.07 1.31 algorithmic 2 0.70% 1.61 0.65% 12488 0.01 1.26 pixel_art
3 1.05% 1.82 1.10% 116147 0.06 0.85 blend 10 3.48% 1.77 3.56% 5827 0.00 2.71 pixel_art_scaled
8 2.79% 1.86 2.99% 142873 0.09 0.80 boxed 2 0.70% 1.61 0.65% 12488 0.01 1.26 sprite_sheet
5 1.74% 1.30 1.31% 9388 0.01 0.93 chart 3 1.05% 1.51 0.91% 8162 0.01 1.08 text
1 0.35% 2.07 0.42% 456202 0.22 0.84 collage 4 1.39% 1.05 0.84% 28485 0.03 0.82 texture
6 2.09% 1.83 2.20% 62064 0.03 0.83 comic 34 11.85% 1.74 11.90% 69396 0.04 0.94 ui
2 0.70% 1.05 0.42% 31449 0.03 0.88 diffuse 2 0.70% 1.88 0.76% 15981 0.01 1.02 vector
34 11.85% 1.67 11.45% 117964 0.07 0.82 digital_painting 20 6.97% 1.71 6.87% 174711 0.10 1.08 watermark
6 2.09% 1.66 2.01% 302073 0.18 0.82 digital_painting_like 274 95.47% 1.73 95.58% 136819 0.08 0.97 visibly_opaque
2 0.70% 1.24 0.50% 10122 0.01 0.88 dither_mean 13 4.53% 1.69 4.42% 153837 0.10 1.04 visibly_transparent
9 3.14% 1.74 3.16% 107154 0.07 0.83 edit 1 0.35% 1.42 0.29% 223 0.00 0.68 DirectClass_Gray_Alpha
18 6.27% 1.96 7.11% 142328 0.08 0.78 film 222 77.35% 1.77 79.04% 154772 0.09 0.94 DirectClass_sRGB
58 20.21% 2.02 23.56% 130328 0.06 0.88 game 47 16.38% 1.56 14.75% 109079 0.07 1.15 DirectClass_sRGB_Alpha
10 3.48% 1.45 2.92% 22642 0.02 1.02 game_asset 9 3.14% 1.80 3.26% 167 0.00 0.70 PseudoClass_Gray
8 2.79% 1.82 2.93% 68722 0.04 0.97 glitch 7 2.44% 1.74 2.45% 62 0.00 1.17 PseudoClass_sRGB
2 0.70% 1.72 0.69% 146688 0.09 0.80 gregstump 1 0.35% 1.08 0.22% 106 0.00 3.15 PseudoClass_sRGB_Alpha
22 7.67% 1.14 5.04% 126531 0.10 0.77 jxl_art 3 1.05% 1.87 1.13% 66930 0.03 1.12 source_app
9 3.14% 2.06 3.73% 5610 0.00 2.65 larip 2 0.70% 1.62 0.65% 241406 0.12 1.47 source_gimp
39 13.59% 1.74 13.62% 128582 0.08 0.84 lossy 4 1.39% 2.05 1.65% 42650 0.02 0.91 source_gnome_screenshot
24 8.36% 1.81 8.76% 328503 0.19 0.82 machine_learning 212 73.87% 1.77 75.63% 129186 0.08 0.95 source_imagemagick
8 2.79% 1.55 2.50% 114054 0.08 0.81 misc 2 0.70% 1.79 0.72% 59126 0.03 0.80 source_sdl
15 5.23% 1.62 4.88% 139900 0.09 0.96 mixed 19 6.62% 1.44 5.49% 125234 0.08 0.90 source_unknown
2 0.70% 1.05 0.42% 25520 0.02 0.76 normal 45 15.68% 1.63 14.73% 194423 0.12 1.10 source_web
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
281341060 4.5370982 72.82% 72.82% 0.1380000 R cjxl_0.10.1_d0e10num_threads0
287950987 4.6628812 4.18% 4.18% 0.4138375 R cjxl_0.10.1_d0e9num_threads0
292262066 4.7394768 1.05% 1.05% 0.7247094 R cjxl_0.10.1_d0e8num_threads0
299358353 4.8658232 0.35% 0.35% 1.75317 R cjxl_0.10.1_d0e7num_threads0
306763051 4.9350027 18.12% 17.42% 0.3442255 · cwebp_1.3.2_z9
314902411 5.0801771 1.39% ···· 3.59461 R cwebp_1.3.2_z8
317039017 5.1123048 1.74% 0.35% 5.63759 R cwebp_1.3.2_z7
318711033 5.1388542 0.70% ···· 7.19609 R cwebp_1.3.2_z6
316010074 5.1404027 ···· ···· 2.22749 · cjxl_0.10.1_d0e6num_threads0
319971317 5.1590529 0.70% ···· 8.29313 R cwebp_1.3.2_z5
320197261 5.1615467 0.70% ···· 8.48588 R cwebp_1.3.2_z4
320443917 5.1652916 1.05% 0.35% 8.76088 R cwebp_1.3.2_z3
323084228 5.2593943 ···· ···· 2.75504 · cjxl_0.10.1_d0e5num_threads0
326918489 5.2721986 2.09% 1.39% 10.247 R cwebp_1.3.2_z2
338133637 5.4566585 1.05% 0.35% 13.174 R cwebp_1.3.2_z1
347094305 5.7021493 0.35% 0.35% 4.31974 · cjxl_0.10.1_d0e4num_threads0
370964651 6.1063590 ···· ···· 10.645 · cjxl_0.10.1_d0e3num_threads0
392023451 6.2850247 ···· ···· 1.15331 · oxipng_9.0.0_o6a-fast-t1
392038998 6.2853648 ···· ···· 1.21330 · oxipng_9.0.0_o5a-fast-t1
386695395 6.2864450 ···· ···· 33.252 R cwebp_1.3.2_z0
392127719 6.2869483 ···· ···· 1.40392 · oxipng_9.0.0_o4a-fast-t1
392509404 6.2931134 ···· ···· 1.73798 · oxipng_9.0.0_o3a-fast-t1
395021218 6.3305181 ···· ···· 2.53313 · oxipng_9.0.0_o2a-fast-t1
399814425 6.4151406 ···· ···· 5.01192 · oxipng_9.0.0_o1a-fast-t1
395568923 6.5276030 ···· ···· 17.132 · cjxl_0.10.1_d0e2num_threads0
421025120 6.7568741 ···· ···· 18.769 · oxipng_9.0.0_o0a-fast-t1
426560985 7.0339136 ···· ···· 67.65 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
60 100.00% 6.33 100.00% 212547 0.04 1.26 all 3 5.00% 6.57 5.19% 290339 0.05 0.86 photo_like
10 16.67% 6.92 18.21% 288636 0.04 0.85 3d 4 6.67% 6.31 6.65% 59155 0.01 5.46 pixel_art_scaled
3 5.00% 3.90 3.08% 170740 0.04 0.78 album_art 3 5.00% 7.65 6.04% 282036 0.03 0.80 scan
2 3.33% 10.29 5.41% 119546 0.03 4.00 algorithmic 1 1.67% 12.06 3.17% 17006 0.00 1.06 sprite_sheet
5 8.33% 8.34 10.97% 60293 0.01 0.96 chart 1 1.67% 4.26 1.12% 259098 0.06 0.92 ui
6 10.00% 6.05 9.55% 99374 0.02 0.86 comic 4 6.67% 4.90 5.16% 6958 0.00 0.79 vector
10 16.67% 6.14 16.17% 301061 0.06 0.86 digital_painting 5 8.33% 6.88 9.06% 189606 0.03 0.81 watermark
2 3.33% 8.25 4.34% 422948 0.05 0.73 drawing 53 88.33% 6.03 84.14% 225775 0.04 1.31 visibly_opaque
4 6.67% 5.15 5.42% 93390 0.02 0.91 edit 7 11.67% 8.61 15.86% 112393 0.02 0.88 visibly_transparent
1 1.67% 16.78 4.42% 7 0.00 7.21 fractal 38 63.33% 6.09 60.95% 275505 0.05 0.84 DirectClass_sRGB
8 13.33% 7.81 16.44% 337221 0.04 0.87 game 16 26.67% 6.58 27.73% 142657 0.03 2.02 DirectClass_sRGB_Alpha
1 1.67% 12.06 3.17% 17006 0.00 1.06 game_asset 5 8.33% 5.25 6.90% 221 0.00 0.86 PseudoClass_Gray
1 1.67% 3.79 1.00% 239084 0.06 0.78 jxl_art 1 1.67% 16.78 4.42% 7 0.00 7.21 PseudoClass_sRGB
2 3.33% 4.39 2.31% 138196 0.03 0.95 lossy 1 1.67% 12.06 3.17% 17006 0.00 1.06 source_app
6 10.00% 5.83 9.21% 336795 0.05 0.85 machine_learning 1 1.67% 4.26 1.12% 259098 0.06 0.92 source_gnome_screenshot
1 1.67% 3.61 0.95% 256 0.00 0.76 misc 39 65.00% 6.90 70.79% 209974 0.03 1.01 source_imagemagick
2 3.33% 5.40 2.84% 399287 0.08 0.90 mixed 5 8.33% 4.71 6.20% 195770 0.04 0.79 source_unknown
3 5.00% 4.39 3.47% 7306 0.00 0.75 optical_illusion 14 23.33% 5.08 18.71% 236349 0.05 2.17 source_web
1 1.67% 4.37 1.15% 37531 0.01 0.84 photo
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
198747243 4.3825690 86.67% 86.67% 0.1389021 R cjxl_0.10.1_d0e10num_threads0
208318761 4.5933653 ···· ···· 0.659200 R cjxl_0.10.1_d0e9num_threads0
210098395 4.6374015 ···· ···· 1.25291 R cjxl_0.10.1_d0e8num_threads0
213325867 4.7097576 ···· ···· 2.93321 R cjxl_0.10.1_d0e7num_threads0
220310358 4.8741644 10.00% 8.33% 0.5214714 · cwebp_1.3.2_z9
223736955 4.9297573 ···· ···· 3.62587 R cjxl_0.10.1_d0e6num_threads0
223161478 4.9342970 1.67% ···· 4.20251 R cwebp_1.3.2_z8
224627636 4.9697937 1.67% ···· 7.15777 R cwebp_1.3.2_z7
225434524 4.9913404 ···· ···· 8.32947 R cwebp_1.3.2_z6
225997346 5.0043316 ···· ···· 9.7405 R cwebp_1.3.2_z5
227090920 5.0285908 ···· ···· 9.8192 R cwebp_1.3.2_z4
228299617 5.0307680 ···· ···· 4.39438 · cjxl_0.10.1_d0e5num_threads0
227208608 5.0314572 ···· ···· 10.190 R cwebp_1.3.2_z3
231754742 5.1381201 1.67% 1.67% 12.253 R cwebp_1.3.2_z2
234579800 5.2032265 ···· ···· 14.903 R cwebp_1.3.2_z1
278874185 5.5772024 1.67% 1.67% 4.7640 · cjxl_0.10.1_d0e4num_threads0
305659939 5.8951959 ···· ···· 11.611 · cjxl_0.10.1_d0e3num_threads0
267159346 5.9364967 ···· ···· 34.184 R cwebp_1.3.2_z0
299810628 6.0655996 ···· ···· 19.983 · cjxl_0.10.1_d0e2num_threads0
274037214 6.1097680 ···· ···· 1.49096 · oxipng_9.0.0_o4a-fast-t1
274039568 6.1098156 ···· ···· 1.22364 · oxipng_9.0.0_o6a-fast-t1
274039930 6.1098285 ···· ···· 1.28490 · oxipng_9.0.0_o5a-fast-t1
274357527 6.1166208 ···· ···· 1.90613 · oxipng_9.0.0_o3a-fast-t1
275939105 6.1579876 ···· ···· 2.74204 · oxipng_9.0.0_o2a-fast-t1
278803975 6.2167623 ···· ···· 5.30583 · oxipng_9.0.0_o1a-fast-t1
300281999 6.4938647 ···· ···· 73.90 R cjxl_0.10.1_d0e1num_threads0
294513268 6.5598829 ···· ···· 18.372 · oxipng_9.0.0_o0a-fast-t1
contents | cjxl-single-0.10.1 cwebp-single-1.3.2 oxipng-extra-single > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
100 100.00% 2.07 100.00% 125423 0.06 1.00 all 6 6.00% 2.07 6.00% 171116 0.08 0.88 mixed
39 39.00% 2.07 39.00% 157667 0.08 0.84 3d 2 2.00% 2.07 2.00% 228216 0.11 0.85 photo
6 6.00% 2.07 6.00% 8399 0.00 3.43 algorithmic 2 2.00% 2.07 2.00% 28568 0.01 1.28 pixel_art_scaled
1 1.00% 2.07 1.00% 94810 0.05 0.79 blend 1 1.00% 2.07 1.00% 13698 0.01 1.09 text
5 5.00% 2.07 5.00% 83752 0.04 0.81 boxed 17 17.00% 2.07 17.00% 94430 0.05 0.88 ui
1 1.00% 2.07 1.00% 456202 0.22 0.84 collage 1 1.00% 2.07 1.00% 27470 0.01 0.74 vector
4 4.00% 2.07 4.00% 137562 0.07 0.78 digital_painting 100 100.00% 2.07 100.00% 125423 0.06 1.00 visibly_opaque
1 1.00% 2.07 1.00% 21658 0.01 0.72 edit 92 92.00% 2.07 92.00% 129286 0.06 1.02 DirectClass_sRGB
16 16.00% 2.07 16.00% 136595 0.07 0.77 film 4 4.00% 2.07 4.00% 161884 0.08 0.82 DirectClass_sRGB_Alpha
49 49.00% 2.07 49.00% 143233 0.07 0.85 game 2 2.00% 2.07 2.00% 111 0.00 0.66 PseudoClass_Gray
6 6.00% 2.07 6.00% 80834 0.04 0.98 glitch 2 2.00% 2.07 2.00% 116 0.00 0.87 PseudoClass_sRGB
1 1.00% 2.07 1.00% 111700 0.05 0.77 gregstump 1 1.00% 2.07 1.00% 456202 0.22 0.84 source_gimp
6 6.00% 2.07 6.00% 8399 0.00 3.43 larip 2 2.00% 2.07 2.00% 72757 0.04 0.84 source_gnome_screenshot
16 16.00% 2.07 16.00% 144823 0.07 0.77 lossy 96 96.00% 2.07 96.00% 123218 0.06 1.01 source_imagemagick
2 2.00% 2.07 2.00% 119814 0.06 0.92 misc 1 1.00% 2.07 1.00% 111700 0.05 0.77 source_sdl
Mpx/s real (mean)
| Pareto front for bpp and real time
B bpp (mean) mins unique mins | best of
108423578 4.1830084 76.00% 76.00% 0.1187734 R cjxl_0.10.1_d0e10num_threads0
110409121 4.2596111 3.00% 3.00% 0.358721 R cjxl_0.10.1_d0e9num_threads0
111755072 4.3115383 2.00% 2.00% 0.598855 R cjxl_0.10.1_d0e8num_threads0
114756377 4.4273294 ···· ···· 1.58416 R cjxl_0.10.1_d0e7num_threads0
117511002 4.5336035 16.00% 16.00% 0.2731222 · cwebp_1.3.2_z9
119629080 4.6153194 1.00% ···· 3.32588 R cwebp_1.3.2_z8
120349600 4.6431173 1.00% ···· 4.2524 R cwebp_1.3.2_z7
121226510 4.6769487 ···· ···· 5.8048 R cwebp_1.3.2_z6
121940714 4.7045029 ···· ···· 6.8961 R cwebp_1.3.2_z5
121952980 4.7049761 ···· ···· 6.8708 · cwebp_1.3.2_z4
122026922 4.7078288 ···· ···· 7.1374 R cwebp_1.3.2_z3
122130948 4.7118421 ···· ···· 2.08907 · cjxl_0.10.1_d0e6num_threads0
124855766 4.8169663 ···· ···· 2.6217 · cjxl_0.10.1_d0e5num_threads0
125264000 4.8327160 1.00% 1.00% 8.5108 R cwebp_1.3.2_z2
129823082 5.0086066 ···· ···· 10.449 R cwebp_1.3.2_z1
132538610 5.1133723 1.00% 1.00% 4.1054 · cjxl_0.10.1_d0e4num_threads0
144293427 5.5668760 ···· ···· 10.683 R cjxl_0.10.1_d0e3num_threads0
147892570 5.7057319 ···· ···· 31.68 R cwebp_1.3.2_z0
150126677 5.7919243 ···· ···· 17.673 · cjxl_0.10.1_d0e2num_threads0
151126620 5.8305023 ···· ···· 1.03839 · oxipng_9.0.0_o5a-fast-t1
151127251 5.8305267 ···· ···· 0.983074 · oxipng_9.0.0_o6a-fast-t1
151152787 5.8315118 ···· ···· 1.20949 · oxipng_9.0.0_o4a-fast-t1
151332187 5.8384331 ···· ···· 1.51766 · oxipng_9.0.0_o3a-fast-t1
152227459 5.8729730 ···· ···· 2.14844 · oxipng_9.0.0_o2a-fast-t1
153592176 5.9256241 ···· ···· 4.2892 · oxipng_9.0.0_o1a-fast-t1
161594393 6.2343516 ···· ···· 18.821 · oxipng_9.0.0_o0a-fast-t1
163943147 6.3249671 ···· ···· 70.15 R cjxl_0.10.1_d0e1num_threads0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
794 100.00% 1.31 100.00% 87506 0.10 0.97 all 34 4.28% 0.30 0.97% 49998 0.20 0.84 normal
65 8.19% 2.73 17.06% 168476 0.07 0.86 3d 6 0.76% 2.39 1.38% 31417 0.08 0.82 optical_illusion
32 4.03% 0.25 0.77% 15063 0.06 0.88 albedo 1 0.13% 0.08 0.01% 45979 0.57 0.82 painting
18 2.27% 1.57 2.72% 194320 0.19 1.03 album_art 1 0.13% 2.36 0.23% 59557 0.03 0.81 panorama
45 5.67% 1.55 6.71% 75544 0.06 1.35 algorithmic 94 11.84% 0.85 7.67% 115300 0.15 0.85 photo
3 0.38% 1.82 0.53% 116147 0.06 0.85 blend 21 2.64% 1.84 3.72% 251721 0.21 0.83 photo_like
10 1.26% 1.53 1.47% 126413 0.15 0.81 boxed 73 9.19% 0.23 1.59% 804 0.00 0.90 pixel_art
14 1.76% 3.63 4.89% 25988 0.01 0.96 chart 33 4.16% 1.62 5.13% 9346 0.00 2.63 pixel_art_scaled
1 0.13% 2.07 0.20% 456202 0.22 0.84 collage 6 0.76% 0.30 0.17% 139 0.00 0.87 reduced_palette
12 1.51% 3.94 4.54% 80719 0.02 0.84 comic 3 0.38% 7.65 2.21% 282036 0.03 0.80 scan
2 0.25% 1.05 0.20% 31449 0.03 0.88 diffuse 11 1.39% 1.59 1.68% 5063 0.01 1.12 sprite_sheet
73 9.19% 1.89 13.28% 127204 0.08 0.80 digital_painting 2 0.25% 0.40 0.08% 46824 0.13 0.92 stereogram
6 0.76% 1.66 0.96% 302073 0.18 0.82 digital_painting_like 24 3.02% 0.52 1.21% 3400 0.01 0.97 text
3 0.38% 1.12 0.32% 25396 0.03 0.88 dither_mean 68 8.56% 0.30 1.94% 33012 0.13 0.86 texture
2 0.25% 8.25 1.59% 422948 0.05 0.73 drawing 2 0.25% 0.92 0.18% 16480 0.02 0.75 thumbnail
24 3.02% 1.73 4.00% 79792 0.10 0.84 edit 58 7.30% 1.28 7.16% 55987 0.04 0.99 ui
3 0.38% 0.54 0.16% 4703 0.04 0.94 emoji 6 0.76% 3.89 2.25% 9966 0.00 0.87 vector
21 2.64% 1.77 3.58% 135078 0.09 0.78 film 60 7.56% 1.52 8.77% 123847 0.11 1.11 watermark
2 0.25% 8.52 1.64% 6 0.00 3.79 fractal 682 85.89% 1.37 89.92% 94163 0.09 0.98 visibly_opaque
84 10.58% 2.24 18.08% 123777 0.05 0.87 game 112 14.11% 0.94 10.08% 46972 0.11 0.92 visibly_transparent
20 2.52% 1.48 2.85% 15462 0.02 1.04 game_asset 6 0.76% 0.37 0.21% 800 0.01 1.06 DirectClass_Gray_Alpha
8 1.01% 1.82 1.40% 68722 0.04 0.97 glitch 493 62.09% 1.48 70.21% 119230 0.12 0.90 DirectClass_sRGB
2 0.25% 1.72 0.33% 146688 0.09 0.80 gregstump 171 21.54% 1.22 20.09% 62487 0.11 1.13 DirectClass_sRGB_Alpha
24 3.02% 0.02 0.04% 4940 0.29 0.84 icon 30 3.78% 1.63 4.71% 133 0.00 0.82 PseudoClass_Gray
27 3.40% 1.14 2.96% 124026 0.10 0.75 jxl_art 87 10.96% 0.54 4.55% 55 0.00 1.06 PseudoClass_sRGB
1 0.13% 0.87 0.08% 224155 0.26 0.87 kaleidoscope 7 0.88% 0.33 0.22% 102 0.00 1.19 PseudoClass_sRGB_Alpha
16 2.02% 1.37 2.11% 3173 0.00 2.06 larip 92 11.59% 0.35 3.10% 20270 0.15 0.88 source_app
56 7.05% 0.21 1.15% 27049 0.13 0.85 logo 43 5.42% 0.33 1.36% 50988 0.17 0.85 source_gimp
81 10.20% 1.17 9.11% 94366 0.12 0.85 lossy 11 1.39% 1.37 1.46% 48831 0.04 0.94 source_gnome_screenshot
51 6.42% 1.75 8.58% 254917 0.23 0.83 machine_learning 523 65.87% 1.45 73.07% 89787 0.08 0.94 source_imagemagick
21 2.64% 0.99 1.99% 62692 0.08 0.97 misc 2 0.25% 1.79 0.34% 59126 0.03 0.80 source_sdl
22 2.77% 1.66 3.52% 140632 0.11 0.91 mixed 33 4.16% 1.69 5.38% 129706 0.11 0.95 source_unknown
2 0.25% 0.79 0.15% 4733 0.01 1.03 mosaic 90 11.34% 1.77 15.30% 150316 0.10 1.31 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
569412479 4.3514512 68.89% 68.64% 0.16872825 0.1820425 CR cjxl_0.10.1_d0e10
587232581 4.4605543 4.66% 4.41% 0.4620362 0.9619373 CR cjxl_0.10.1_d0e9
594779698 4.5397211 1.26% 1.13% 0.7536920 1.583421 CR cjxl_0.10.1_d0e8
607582312 4.6518660 0.50% 0.50% 1.67706 3.62772 CR cjxl_0.10.1_d0e7
623045810 4.7005627 18.26% 17.63% 0.3105454 0.5411877 ·· cwebp_1.3.2_z9mt
636350688 4.8128155 2.14% 0.63% 3.90829 4.53683 CR cwebp_1.3.2_z8mt
640429582 4.8364493 2.14% 0.50% 6.93472 6.95010 CR cwebp_1.3.2_z7mt
643205470 4.8533476 1.01% 0.38% 8.00697 8.02429 CR cwebp_1.3.2_z6mt
638236204 4.8535071 ···· ···· 1.97140 4.39192 ·· cjxl_0.10.1_d0e6
645341368 4.8678261 0.88% 0.13% 9.06912 9.06401 CR cwebp_1.3.2_z5mt
646756320 4.8845517 1.26% 0.50% 9.45188 9.49732 CR cwebp_1.3.2_z4mt
647203686 4.8889352 0.88% 0.38% 9.79346 9.74934 CR cwebp_1.3.2_z3mt
652084165 4.9613202 0.13% 0.13% 2.26896 5.17907 ·· cjxl_0.10.1_d0e5
661341918 5.0317033 2.14% 1.64% 12.0589 12.0706 CR cwebp_1.3.2_z2mt
679165164 5.2110697 0.38% 0.13% 15.7848 15.7478 CR cwebp_1.3.2_z1mt
733668872 5.3349926 0.38% 0.38% 3.25918 7.58721 ·· cjxl_0.10.1_d0e4
791467924 5.7088188 ···· ···· 5.69823 20.916 ·R cjxl_0.10.1_d0e3
775211220 5.9633294 ···· ···· 33.092 31.402 CR cwebp_1.3.2_z0mt
790587097 5.9861549 0.38% ···· 0.2606638 1.59633 ·· oxipng_9.0.0_o6
790642035 5.9868635 0.38% ···· 0.3310240 1.67016 ·· oxipng_9.0.0_o5
790855856 5.9902483 0.38% ···· 0.6382554 1.83386 ·· oxipng_9.0.0_o4
791677008 5.9976476 0.25% ···· 0.8721359 2.39547 ·· oxipng_9.0.0_o3
816451032 6.0174253 ···· ···· 8.50401 24.389 ·· cjxl_0.10.1_d0e2
796938338 6.0314054 0.25% ···· 2.56404 3.55646 ·· oxipng_9.0.0_o2
806132554 6.1166035 0.13% ···· 4.91908 5.74628 ·· oxipng_9.0.0_o1
848584672 6.4091688 0.13% ···· 15.876 19.141 ·· oxipng_9.0.0_o0
859583689 6.5911745 ···· ···· 40.752 47.557 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
115 100.00% 1.02 100.00% 118912 0.14 0.84 all
9 7.83% 1.69 13.01% 135350 0.10 0.80 boxed
1 0.87% 2.07 1.77% 456202 0.22 0.84 collage
11 9.57% 0.94 8.84% 95756 0.16 0.82 edit
21 18.26% 1.77 31.82% 135078 0.09 0.78 film
1 0.87% 0.87 0.75% 224155 0.26 0.87 kaleidoscope
64 55.65% 1.08 59.27% 101553 0.13 0.84 lossy
94 81.74% 0.85 68.18% 115300 0.15 0.85 photo
5 4.35% 1.23 5.26% 169890 0.15 0.81 ui
27 23.48% 1.04 23.94% 165965 0.18 0.84 watermark
112 97.39% 1.03 98.57% 118492 0.14 0.84 visibly_opaque
3 2.61% 0.56 1.43% 134572 0.25 0.81 visibly_transparent
98 85.22% 0.99 83.34% 126549 0.15 0.84 DirectClass_sRGB
8 6.96% 1.30 8.88% 158861 0.17 0.81 DirectClass_sRGB_Alpha
6 5.22% 0.86 4.40% 248 0.00 0.86 PseudoClass_Gray
3 2.61% 1.32 3.39% 241 0.00 0.82 PseudoClass_sRGB
1 0.87% 2.07 1.77% 456202 0.22 0.84 source_gimp
2 1.74% 2.07 3.55% 72757 0.04 0.84 source_gnome_screenshot
111 96.52% 0.98 93.34% 114625 0.14 0.84 source_imagemagick
1 0.87% 1.57 1.34% 349755 0.22 0.84 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
78251783 5.7914533 81.74% 81.74% 0.1084997 0.1171903 CR cjxl_0.10.1_d0e10
78733084 5.8264672 7.83% 7.83% 0.311081 0.420806 CR cjxl_0.10.1_d0e9
79268852 5.8669634 5.22% 5.22% 0.447594 0.600729 CR cjxl_0.10.1_d0e8
79933012 5.9123549 1.74% 1.74% 1.18681 1.8089 CR cjxl_0.10.1_d0e7
82653063 6.0861681 ···· ···· 1.5711 2.5877 CR cjxl_0.10.1_d0e6
83941643 6.1931928 ···· ···· 1.9728 3.5128 CR cjxl_0.10.1_d0e5
84717765 6.2808696 2.61% 2.61% 3.1925 6.0024 CR cjxl_0.10.1_d0e4
86371952 6.4117152 ···· ···· 5.7347 20.75 CR cjxl_0.10.1_d0e3
88276960 6.5074808 ···· ···· 0.171332 0.317526 ·· cwebp_1.3.2_z9mt
89157134 6.5739476 ···· ···· 2.2461 2.2461 ·· cwebp_1.3.2_z8mt
89718302 6.6107888 0.87% 0.87% 2.5460 2.5444 ·· cwebp_1.3.2_z7mt
89996444 6.6255953 ···· ···· 3.4321 3.4313 ·· cwebp_1.3.2_z6mt
90093724 6.6323383 ···· ···· 4.3742 4.3727 ·· cwebp_1.3.2_z5mt
90129862 6.6385948 ···· ···· 4.4617 4.4602 ·· cwebp_1.3.2_z4mt
90162918 6.6425129 ···· ···· 4.7330 4.7324 ·· cwebp_1.3.2_z3mt
92018432 6.7781251 ···· ···· 6.3415 6.3294 C· cwebp_1.3.2_z2mt
93901340 6.9331435 ···· ···· 7.9986 7.9899 C· cwebp_1.3.2_z1mt
95954349 7.0815463 ···· ···· 8.6630 24.14 CR cjxl_0.10.1_d0e2
103410396 7.6257987 ···· ···· 35.69 38.76 CR cjxl_0.10.1_d0e1
105084522 7.6830528 ···· ···· 22.48 20.93 ·· cwebp_1.3.2_z0mt
112247577 8.3744810 ···· ···· 0.245840 1.47218 ·· oxipng_9.0.0_o6
112265552 8.3769429 ···· ···· 0.315347 1.50442 ·· oxipng_9.0.0_o5
112363527 8.3889615 ···· ···· 0.604728 1.6008 ·· oxipng_9.0.0_o4
112440860 8.3953381 ···· ···· 0.737434 1.8822 ·· oxipng_9.0.0_o3
113737399 8.4868220 ···· ···· 1.9051 2.7111 ·· oxipng_9.0.0_o2
114342846 8.5355778 ···· ···· 3.8372 4.1732 ·· oxipng_9.0.0_o1
120309577 8.9375240 ···· ···· 14.49 16.32 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
88 100.00% 0.94 100.00% 112200 0.14 0.84 all
10 11.36% 1.86 22.62% 154678 0.09 0.75 film
46 52.27% 0.97 54.31% 83374 0.12 0.85 lossy
78 88.64% 0.82 77.38% 106754 0.15 0.86 photo
26 29.55% 0.98 30.93% 161622 0.18 0.84 watermark
85 96.59% 0.95 97.97% 111410 0.14 0.85 visibly_opaque
3 3.41% 0.56 2.03% 134572 0.25 0.81 visibly_transparent
75 85.23% 0.93 84.76% 121659 0.15 0.85 DirectClass_sRGB
6 6.82% 1.04 7.58% 124567 0.18 0.80 DirectClass_sRGB_Alpha
4 4.55% 0.58 2.84% 252 0.00 0.84 PseudoClass_Gray
3 3.41% 1.32 4.82% 241 0.00 0.82 PseudoClass_sRGB
1 1.14% 2.07 2.52% 78231 0.04 0.81 source_gnome_screenshot
86 97.73% 0.91 95.57% 109832 0.14 0.84 source_imagemagick
1 1.14% 1.57 1.91% 349755 0.22 0.84 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
57704095 6.0434540 79.55% 79.55% 0.107789 0.116307 CR cjxl_0.10.1_d0e10
58094546 6.0832776 10.23% 10.23% 0.310397 0.428658 CR cjxl_0.10.1_d0e9
58505259 6.1272466 4.55% 4.55% 0.444954 0.614016 CR cjxl_0.10.1_d0e8
58988093 6.1760170 1.14% 1.14% 1.1938 1.8470 CR cjxl_0.10.1_d0e7
61052535 6.3639515 ···· ···· 1.5755 2.6202 CR cjxl_0.10.1_d0e6
62038940 6.4822037 ···· ···· 1.9746 3.5511 CR cjxl_0.10.1_d0e5
62441541 6.5701669 3.41% 3.41% 3.2247 5.9880 CR cjxl_0.10.1_d0e4
63703862 6.7126733 ···· ···· 5.7469 20.07 CR cjxl_0.10.1_d0e3
64425364 6.7478011 ···· ···· 0.173150 0.320565 ·· cwebp_1.3.2_z9mt
65032166 6.8155865 ···· ···· 2.2727 2.2727 ·· cwebp_1.3.2_z8mt
65491516 6.8605371 1.14% 1.14% 2.5636 2.5630 ·· cwebp_1.3.2_z7mt
65663922 6.8745492 ···· ···· 3.4294 3.4283 ·· cwebp_1.3.2_z6mt
65728692 6.8810869 ···· ···· 4.3584 4.3563 ·· cwebp_1.3.2_z5mt
65761446 6.8864002 ···· ···· 4.4219 4.4199 ·· cwebp_1.3.2_z4mt
65796096 6.8909699 ···· ···· 4.6722 4.6714 ·· cwebp_1.3.2_z3mt
67386064 7.0463554 ···· ···· 6.3028 6.2951 C· cwebp_1.3.2_z2mt
68886316 7.2163960 ···· ···· 7.9528 7.9430 C· cwebp_1.3.2_z1mt
70331983 7.3759427 ···· ···· 8.508 23.30 CR cjxl_0.10.1_d0e2
75957806 7.9506960 ···· ···· 35.16 37.11 CR cjxl_0.10.1_d0e1
76483150 7.9543613 ···· ···· 22.22 20.83 ·· cwebp_1.3.2_z0mt
81848920 8.6883924 ···· ···· 0.245112 1.4717 ·· oxipng_9.0.0_o6
81859775 8.6901735 ···· ···· 0.314989 1.4990 ·· oxipng_9.0.0_o5
81956628 8.7053779 ···· ···· 0.603519 1.5960 ·· oxipng_9.0.0_o4
82009238 8.7109702 ···· ···· 0.730828 1.8650 ·· oxipng_9.0.0_o3
83103019 8.8162623 ···· ···· 1.8805 2.6931 ·· oxipng_9.0.0_o2
83584437 8.8692039 ···· ···· 3.8098 4.1109 ·· oxipng_9.0.0_o1
87823775 9.2813190 ···· ···· 14.42 16.31 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
109 100.00% 1.11 100.00% 139080 0.16 0.84 all
10 9.17% 1.86 15.39% 154678 0.09 0.75 film
46 42.20% 0.97 36.95% 83374 0.12 0.85 lossy
21 19.27% 1.84 31.96% 251721 0.21 0.83 machine_learning
78 71.56% 0.82 52.65% 106754 0.15 0.86 photo
21 19.27% 1.84 31.96% 251721 0.21 0.83 photo_like
26 23.85% 0.98 21.05% 161622 0.18 0.84 watermark
106 97.25% 1.13 98.62% 139208 0.15 0.84 visibly_opaque
3 2.75% 0.56 1.38% 134572 0.25 0.81 visibly_transparent
96 88.07% 1.13 89.63% 150110 0.16 0.84 DirectClass_sRGB
6 5.50% 1.04 5.15% 124567 0.18 0.80 DirectClass_sRGB_Alpha
4 3.67% 0.58 1.93% 252 0.00 0.84 PseudoClass_Gray
3 2.75% 1.32 3.28% 241 0.00 0.82 PseudoClass_sRGB
1 0.92% 2.07 1.71% 78231 0.04 0.81 source_gnome_screenshot
97 88.99% 1.08 86.76% 120601 0.15 0.84 source_imagemagick
11 10.09% 1.27 11.53% 307560 0.24 0.82 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
91737927 6.2038777 79.82% 79.82% 0.1051649 0.1137481 CR cjxl_0.10.1_d0e10
92466218 6.2445515 11.01% 11.01% 0.294581 0.476382 CR cjxl_0.10.1_d0e9
92942332 6.2847870 3.67% 3.67% 0.417073 0.661256 CR cjxl_0.10.1_d0e8
93454766 6.3266964 1.83% 1.83% 1.15214 2.0638 CR cjxl_0.10.1_d0e7
96118760 6.5069758 ···· ···· 1.5339 2.9059 CR cjxl_0.10.1_d0e6
97336449 6.6146201 ···· ···· 1.9350 3.9021 CR cjxl_0.10.1_d0e5
98006902 6.6956256 2.75% 2.75% 3.1898 6.4206 CR cjxl_0.10.1_d0e4
99701354 6.8225197 ···· ···· 5.6981 20.63 CR cjxl_0.10.1_d0e3
101334208 6.8989691 ···· ···· 0.169600 0.313715 ·· cwebp_1.3.2_z9mt
102434138 6.9718879 ···· ···· 2.2612 2.2612 ·· cwebp_1.3.2_z8mt
103083670 7.0143102 0.92% 0.92% 2.5311 2.5305 ·· cwebp_1.3.2_z7mt
103287058 7.0278927 ···· ···· 3.4177 3.4169 ·· cwebp_1.3.2_z6mt
103366886 7.0341773 ···· ···· 4.3961 4.3942 ·· cwebp_1.3.2_z5mt
103529278 7.0403852 ···· ···· 4.4568 4.4552 ·· cwebp_1.3.2_z4mt
103562174 7.0438899 ···· ···· 4.7043 4.7034 ·· cwebp_1.3.2_z3mt
105218456 7.1800195 ···· ···· 6.3555 6.3493 C· cwebp_1.3.2_z2mt
107039624 7.3439579 ···· ···· 7.9470 7.9394 C· cwebp_1.3.2_z1mt
108902969 7.4961706 ···· ···· 8.5127 23.81 CR cjxl_0.10.1_d0e2
118359734 8.0893019 ···· ···· 22.14 20.67 C· cwebp_1.3.2_z0mt
118515278 8.1061385 ···· ···· 34.69 36.74 CR cjxl_0.10.1_d0e1
129587799 8.9056916 ···· ···· 0.238929 1.43423 ·· oxipng_9.0.0_o6
129606009 8.9076682 ···· ···· 0.307922 1.4729 ·· oxipng_9.0.0_o5
129722641 8.9201835 ···· ···· 0.594924 1.5644 ·· oxipng_9.0.0_o4
129776183 8.9257035 ···· ···· 0.720256 1.8269 ·· oxipng_9.0.0_o3
131169077 9.0209083 ···· ···· 1.8282 2.6152 ·· oxipng_9.0.0_o2
131732907 9.0670971 ···· ···· 3.7477 3.9930 ·· oxipng_9.0.0_o1
137743527 9.4816996 ···· ···· 14.33 15.91 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
65 100.00% 2.73 100.00% 168476 0.07 0.86 all
65 100.00% 2.73 100.00% 168476 0.07 0.86 3d
4 6.15% 1.33 3.00% 35646 0.03 0.78 edit
49 75.38% 2.36 65.15% 164262 0.07 0.86 game
2 3.08% 2.07 2.34% 33612 0.02 1.09 glitch
1 1.54% 2.07 1.17% 104912 0.05 0.88 lossy
1 1.54% 2.36 1.33% 59557 0.03 0.81 panorama
1 1.54% 2.03 1.14% 283541 0.14 0.89 ui
10 15.38% 4.06 22.90% 189553 0.09 0.84 watermark
63 96.92% 2.73 97.11% 170893 0.07 0.86 visibly_opaque
2 3.08% 2.56 2.89% 92348 0.04 0.80 visibly_transparent
61 93.85% 2.74 94.18% 171128 0.07 0.86 DirectClass_sRGB
4 6.15% 2.58 5.82% 128030 0.05 0.81 DirectClass_sRGB_Alpha
62 95.38% 2.72 95.02% 168750 0.07 0.86 source_imagemagick
3 4.62% 2.94 4.98% 162819 0.05 0.88 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
142472073 6.3960563 87.69% 87.69% 0.08566400 0.09361981 CR cjxl_0.10.1_d0e10
144420521 6.4782399 4.62% 4.62% 0.233744 0.668874 CR cjxl_0.10.1_d0e9
145569362 6.5376037 ···· ···· 0.347176 0.944957 CR cjxl_0.10.1_d0e8
147470361 6.6291576 ···· ···· 0.968862 2.9087 CR cjxl_0.10.1_d0e7
153996694 6.9019364 7.69% 7.69% 0.202259 0.372839 ·· cwebp_1.3.2_z9mt
155673328 6.9885854 ···· ···· 1.32594 4.0073 CR cjxl_0.10.1_d0e6
156058054 6.9967442 ···· ···· 1.66111 1.66088 C· cwebp_1.3.2_z8mt
157170056 7.0482580 ···· ···· 2.0309 2.0308 C· cwebp_1.3.2_z7mt
157562172 7.0723565 ···· ···· 3.2453 3.2452 C· cwebp_1.3.2_z6mt
157741406 7.0817288 ···· ···· 4.2279 4.2266 CR cwebp_1.3.2_z5mt
158012292 7.0883226 ···· ···· 4.2176 4.2176 ·· cwebp_1.3.2_z4mt
158095836 7.0931027 ···· ···· 4.4129 4.4120 CR cwebp_1.3.2_z3mt
158159339 7.0996455 ···· ···· 1.75797 5.3831 ·R cjxl_0.10.1_d0e5
159913172 7.1738309 ···· ···· 5.5833 5.5822 CR cwebp_1.3.2_z2mt
162827589 7.3506859 ···· ···· 2.6959 7.9040 ·R cjxl_0.10.1_d0e4
163395380 7.3660679 ···· ···· 6.8294 6.8287 C· cwebp_1.3.2_z1mt
167282044 7.5646060 ···· ···· 5.5771 26.98 ·R cjxl_0.10.1_d0e3
176569303 8.0554636 ···· ···· 9.0716 31.49 CR cjxl_0.10.1_d0e2
183258814 8.2950659 ···· ···· 23.39 21.58 C· cwebp_1.3.2_z0mt
194122197 8.7638930 ···· ···· 0.1961174 1.23014 ·· oxipng_9.0.0_o6
194124749 8.7640745 ···· ···· 0.251803 1.26852 ·· oxipng_9.0.0_o5
194154111 8.7649630 ···· ···· 0.498705 1.32793 ·· oxipng_9.0.0_o4
194278867 8.7706865 ···· ···· 0.628188 1.60057 ·· oxipng_9.0.0_o3
195076262 8.7913261 ···· ···· 40.30 47.05 CR cjxl_0.10.1_d0e1
195583278 8.8302622 ···· ···· 1.67227 2.3295 ·· oxipng_9.0.0_o2
196906308 8.8903519 ···· ···· 3.5943 3.5963 ·· oxipng_9.0.0_o1
205731241 9.2612276 ···· ···· 16.384 16.453 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
57 100.00% 2.87 100.00% 182421 0.08 0.85 all
57 100.00% 2.87 100.00% 182421 0.08 0.85 3d
43 75.44% 2.46 64.66% 182153 0.08 0.86 game
1 1.75% 2.07 1.27% 104912 0.05 0.88 lossy
10 17.54% 4.06 24.84% 189553 0.09 0.84 watermark
56 98.25% 2.87 98.31% 183444 0.08 0.86 visibly_opaque
1 1.75% 2.76 1.69% 125139 0.05 0.78 visibly_transparent
55 96.49% 2.87 96.41% 181660 0.08 0.85 DirectClass_sRGB
2 3.51% 2.94 3.59% 203370 0.07 0.84 DirectClass_sRGB_Alpha
54 94.74% 2.86 94.60% 183510 0.08 0.85 source_imagemagick
3 5.26% 2.94 5.40% 162819 0.05 0.88 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
134112009 6.6687550 89.47% 89.47% 0.08514255 0.09303693 CR cjxl_0.10.1_d0e10
135837232 6.7469883 3.51% 3.51% 0.231731 0.680105 CR cjxl_0.10.1_d0e9
136918179 6.8088673 ···· ···· 0.339652 0.949294 CR cjxl_0.10.1_d0e8
138642124 6.8992592 ···· ···· 0.947523 2.9336 CR cjxl_0.10.1_d0e7
145073975 7.1977432 7.02% 7.02% 0.195545 0.360244 ·· cwebp_1.3.2_z9mt
146435801 7.2757051 ···· ···· 1.31306 4.0553 CR cjxl_0.10.1_d0e6
147030763 7.2971126 ···· ···· 1.59951 1.59928 C· cwebp_1.3.2_z8mt
148030497 7.3479055 ···· ···· 1.9275 1.9274 C· cwebp_1.3.2_z7mt
148374323 7.3709678 ···· ···· 3.0870 3.0869 C· cwebp_1.3.2_z6mt
148533563 7.3801074 ···· ···· 4.0703 4.0699 CR cwebp_1.3.2_z5mt
148804449 7.3876266 ···· ···· 4.0634 4.0634 ·· cwebp_1.3.2_z4mt
148765839 7.3891674 ···· ···· 1.7642 5.5076 ·R cjxl_0.10.1_d0e5
148880151 7.3924395 ···· ···· 4.2582 4.2572 C· cwebp_1.3.2_z3mt
150568921 7.4734031 ···· ···· 5.4519 5.4512 C· cwebp_1.3.2_z2mt
152648423 7.6209838 ···· ···· 2.7059 7.9930 ·R cjxl_0.10.1_d0e4
153720183 7.6652365 ···· ···· 6.6003 6.6003 C· cwebp_1.3.2_z1mt
156156832 7.7999312 ···· ···· 5.6200 27.16 ·R cjxl_0.10.1_d0e3
165469836 8.3459302 ···· ···· 9.0918 31.58 CR cjxl_0.10.1_d0e2
172561239 8.6482646 ···· ···· 22.95 21.24 C· cwebp_1.3.2_z0mt
182152824 9.1002174 ···· ···· 0.2033562 1.26253 ·· oxipng_9.0.0_o6
182153186 9.1002309 ···· ···· 0.260952 1.29562 ·· oxipng_9.0.0_o5
182182548 9.1012441 ···· ···· 0.515247 1.35855 ·· oxipng_9.0.0_o4
182913251 9.1025427 ···· ···· 39.61 45.91 CR cjxl_0.10.1_d0e1
182295148 9.1066301 ···· ···· 0.640334 1.61337 ·· oxipng_9.0.0_o3
183539782 9.1694454 ···· ···· 1.68539 2.3717 ·· oxipng_9.0.0_o2
184793998 9.2313522 ···· ···· 3.6193 3.6214 ·· oxipng_9.0.0_o1
192759358 9.5870053 ···· ···· 16.279 16.366 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
73 100.00% 1.89 100.00% 127204 0.08 0.80 all
73 100.00% 1.89 100.00% 127204 0.08 0.80 digital_painting
4 5.48% 2.44 7.08% 131887 0.08 0.85 edit
6 8.22% 2.25 9.77% 135930 0.07 0.80 game
10 13.70% 2.41 17.49% 27056 0.02 0.95 game_asset
13 17.81% 1.50 14.12% 72650 0.06 0.92 lossy
1 1.37% 12.06 8.73% 17006 0.00 1.06 sprite_sheet
9 12.33% 1.47 9.56% 116852 0.10 0.78 watermark
59 80.82% 1.80 77.11% 131650 0.08 0.81 visibly_opaque
14 19.18% 2.26 22.89% 108469 0.09 0.74 visibly_transparent
1 1.37% 1.42 1.03% 223 0.00 0.68 DirectClass_Gray_Alpha
46 63.01% 1.95 65.07% 154117 0.09 0.80 DirectClass_sRGB
23 31.51% 1.96 32.58% 95457 0.08 0.84 DirectClass_sRGB_Alpha
1 1.37% 1.64 1.19% 256 0.00 0.76 PseudoClass_Gray
2 2.74% 0.09 0.13% 254 0.00 0.37 PseudoClass_sRGB_Alpha
2 2.74% 7.22 10.45% 96410 0.04 0.96 source_app
44 60.27% 1.69 53.81% 140850 0.11 0.78 source_imagemagick
8 10.96% 1.41 8.19% 25180 0.02 0.96 source_unknown
19 26.03% 2.00 27.55% 141801 0.07 0.74 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
93217532 5.2620975 83.56% 83.56% 0.09158922 0.09915689 CR cjxl_0.10.1_d0e10
96029257 5.3536255 1.37% 1.37% 0.272151 0.705691 CR cjxl_0.10.1_d0e9
96758218 5.4078313 ···· ···· 0.434820 1.09383 CR cjxl_0.10.1_d0e8
98241564 5.4957969 ···· ···· 1.12117 3.1058 CR cjxl_0.10.1_d0e7
102165273 5.7255589 15.07% 15.07% 0.241139 0.451567 ·· cwebp_1.3.2_z9mt
103216255 5.7932152 ···· ···· 1.45226 4.1342 CR cjxl_0.10.1_d0e6
105270311 5.9202472 ···· ···· 1.7829 5.2122 CR cjxl_0.10.1_d0e5
105578671 5.9374582 ···· ···· 1.8274 1.9490 C· cwebp_1.3.2_z8mt
106493659 6.0045007 ···· ···· 2.4540 2.4532 C· cwebp_1.3.2_z7mt
106839235 6.0307724 ···· ···· 3.5426 3.5420 C· cwebp_1.3.2_z6mt
107314145 6.0536688 ···· ···· 4.3425 4.3430 C· cwebp_1.3.2_z5mt
107657299 6.0625528 ···· ···· 4.3880 4.3898 C· cwebp_1.3.2_z4mt
107792283 6.0698569 ···· ···· 4.4797 4.4799 C· cwebp_1.3.2_z3mt
112451870 6.1945490 ···· ···· 2.7411 7.5688 ·R cjxl_0.10.1_d0e4
110193217 6.1966610 ···· ···· 5.9008 5.8985 C· cwebp_1.3.2_z2mt
119254793 6.3746112 ···· ···· 5.2622 23.84 ·R cjxl_0.10.1_d0e3
113791107 6.4809690 ···· ···· 7.8199 7.8239 C· cwebp_1.3.2_z1mt
128014548 7.1648908 ···· ···· 8.2390 27.59 CR cjxl_0.10.1_d0e2
125818837 7.1710116 ···· ···· 26.18 24.42 C· cwebp_1.3.2_z0mt
130013249 7.3621645 ···· ···· 0.1659033 1.09697 ·· oxipng_9.0.0_o6
130016322 7.3624024 ···· ···· 0.212743 1.14730 ·· oxipng_9.0.0_o5
130019788 7.3631397 ···· ···· 0.426792 1.24524 ·· oxipng_9.0.0_o4
130130581 7.3695651 ···· ···· 0.579128 1.59593 ·· oxipng_9.0.0_o3
130836746 7.4083356 ···· ···· 1.72583 2.2879 ·· oxipng_9.0.0_o2
133337298 7.5524512 ···· ···· 3.5024 3.6424 ·· oxipng_9.0.0_o1
140004235 7.7821191 ···· ···· 40.99 51.48 CR cjxl_0.10.1_d0e1
141033849 7.9713950 ···· ···· 16.49 16.96 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
53 100.00% 1.71 100.00% 144759 0.10 0.77 all
53 100.00% 1.71 100.00% 144759 0.10 0.77 digital_painting
4 7.55% 0.94 4.17% 126039 0.15 0.81 lossy
8 15.09% 1.53 13.49% 127855 0.11 0.79 watermark
41 77.36% 1.75 79.32% 151775 0.10 0.78 visibly_opaque
12 22.64% 1.56 20.68% 120787 0.10 0.71 visibly_transparent
1 1.89% 1.42 1.56% 223 0.00 0.68 DirectClass_Gray_Alpha
35 66.04% 1.86 71.89% 164005 0.10 0.79 DirectClass_sRGB
14 26.42% 1.59 24.54% 137933 0.12 0.78 DirectClass_sRGB_Alpha
1 1.89% 1.64 1.81% 256 0.00 0.76 PseudoClass_Gray
2 3.77% 0.09 0.20% 254 0.00 0.37 PseudoClass_sRGB_Alpha
1 1.89% 2.38 2.62% 175813 0.07 0.86 source_app
34 64.15% 1.61 60.30% 148266 0.12 0.78 source_imagemagick
18 33.96% 1.87 37.08% 136409 0.07 0.73 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
68205818 5.4099688 92.45% 92.45% 0.09401221 0.1017389 CR cjxl_0.10.1_d0e10
69312327 5.4898233 1.89% 1.89% 0.280995 0.630304 CR cjxl_0.10.1_d0e9
69842663 5.5489132 ···· ···· 0.450667 0.970824 CR cjxl_0.10.1_d0e8
70558376 5.6222878 ···· ···· 1.1436 2.7800 CR cjxl_0.10.1_d0e7
73490347 5.8810521 ···· ···· 1.4619 3.6995 CR cjxl_0.10.1_d0e6
75736517 5.9816985 5.66% 5.66% 0.231015 0.432361 ·· cwebp_1.3.2_z9mt
74711067 5.9945912 ···· ···· 1.7946 4.7191 CR cjxl_0.10.1_d0e5
76812229 6.0680377 ···· ···· 1.9252 2.0928 C· cwebp_1.3.2_z8mt
77612229 6.1515524 ···· ···· 2.6299 2.6289 C· cwebp_1.3.2_z7mt
77802811 6.1742374 ···· ···· 3.6930 3.6928 C· cwebp_1.3.2_z6mt
77970933 6.1910480 ···· ···· 4.5015 4.5016 C· cwebp_1.3.2_z5mt
77051748 6.1924898 ···· ···· 2.8697 7.2981 ·R cjxl_0.10.1_d0e4
78247565 6.2012754 ···· ···· 4.5627 4.5652 C· cwebp_1.3.2_z4mt
78349241 6.2088478 ···· ···· 4.6540 4.6542 C· cwebp_1.3.2_z3mt
77584822 6.2334555 ···· ···· 5.3640 23.56 CR cjxl_0.10.1_d0e3
79175239 6.2884132 ···· ···· 6.1004 6.0977 C· cwebp_1.3.2_z2mt
81508251 6.5657874 ···· ···· 8.0633 8.0689 C· cwebp_1.3.2_z1mt
88127245 7.2732617 ···· ···· 8.3719 27.38 CR cjxl_0.10.1_d0e2
91670167 7.3581539 ···· ···· 26.74 24.60 C· cwebp_1.3.2_z0mt
94546999 7.6638204 ···· ···· 0.175209 1.1243 ·· oxipng_9.0.0_o6
94550072 7.6641480 ···· ···· 0.225703 1.1892 ·· oxipng_9.0.0_o5
94552945 7.6651203 ···· ···· 0.451810 1.2875 ·· oxipng_9.0.0_o4
94620960 7.6721693 ···· ···· 0.616255 1.6551 ·· oxipng_9.0.0_o3
95199891 7.7194682 ···· ···· 1.7960 2.3939 ·· oxipng_9.0.0_o2
96038989 7.7822885 ···· ···· 3.7822 3.9743 ·· oxipng_9.0.0_o1
95177941 7.8728809 ···· ···· 40.77 51.81 CR cjxl_0.10.1_d0e1
101096503 8.1652864 ···· ···· 16.32 17.05 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
59 100.00% 1.71 100.00% 160757 0.11 0.77 all
53 89.83% 1.71 90.09% 144759 0.10 0.77 digital_painting
6 10.17% 1.66 9.91% 302073 0.18 0.82 digital_painting_like
4 6.78% 0.94 3.75% 126039 0.15 0.81 lossy
6 10.17% 1.66 9.91% 302073 0.18 0.82 machine_learning
8 13.56% 1.53 12.16% 127855 0.11 0.79 watermark
47 79.66% 1.74 81.36% 170962 0.11 0.79 visibly_opaque
12 20.34% 1.56 18.64% 120787 0.10 0.71 visibly_transparent
1 1.69% 1.42 1.41% 223 0.00 0.68 DirectClass_Gray_Alpha
41 69.49% 1.83 74.67% 184210 0.11 0.79 DirectClass_sRGB
14 23.73% 1.59 22.11% 137933 0.12 0.78 DirectClass_sRGB_Alpha
1 1.69% 1.64 1.63% 256 0.00 0.76 PseudoClass_Gray
2 3.39% 0.09 0.18% 254 0.00 0.37 PseudoClass_sRGB_Alpha
1 1.69% 2.38 2.36% 175813 0.07 0.86 source_app
34 57.63% 1.61 54.32% 148266 0.12 0.78 source_imagemagick
24 40.68% 1.82 43.31% 177825 0.10 0.75 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
76660068 5.5513073 89.83% 89.83% 0.09305493 0.1008476 CR cjxl_0.10.1_d0e10
77792001 5.6252276 5.08% 5.08% 0.273412 0.592984 CR cjxl_0.10.1_d0e9
78355011 5.6810637 ···· ···· 0.432663 0.905120 CR cjxl_0.10.1_d0e8
79099066 5.7492410 ···· ···· 1.11535 2.6237 CR cjxl_0.10.1_d0e7
82256756 5.9997492 ···· ···· 1.4441 3.5393 CR cjxl_0.10.1_d0e6
83560216 6.1084599 ···· ···· 1.7906 4.5732 CR cjxl_0.10.1_d0e5
85181155 6.1456088 5.08% 5.08% 0.217056 0.406420 ·· cwebp_1.3.2_z9mt
86287177 6.2256352 ···· ···· 1.9068 2.0573 C· cwebp_1.3.2_z8mt
85934871 6.2888660 ···· ···· 2.8774 7.1259 CR cjxl_0.10.1_d0e4
87195849 6.3095593 ···· ···· 2.5632 2.5622 ·· cwebp_1.3.2_z7mt
86533185 6.3308727 ···· ···· 5.3992 23.65 CR cjxl_0.10.1_d0e3
87411375 6.3320159 ···· ···· 3.6692 3.6689 ·· cwebp_1.3.2_z6mt
87587805 6.3477741 ···· ···· 4.5296 4.5297 ·· cwebp_1.3.2_z5mt
87864437 6.3569614 ···· ···· 4.5841 4.5863 ·· cwebp_1.3.2_z4mt
87970129 6.3640812 ···· ···· 4.7006 4.7005 ·· cwebp_1.3.2_z3mt
88796127 6.4355553 ···· ···· 6.1278 6.1254 C· cwebp_1.3.2_z2mt
91358551 6.7034887 ···· ···· 7.9700 7.9756 C· cwebp_1.3.2_z1mt
98127646 7.3507194 ···· ···· 8.4089 27.34 CR cjxl_0.10.1_d0e2
102457375 7.4913936 ···· ···· 26.13 24.08 C· cwebp_1.3.2_z0mt
106787693 7.8852142 ···· ···· 0.177133 1.13781 ·· oxipng_9.0.0_o6
106802103 7.8864373 ···· ···· 0.228599 1.2017 ·· oxipng_9.0.0_o5
106805558 7.8873609 ···· ···· 0.458805 1.2936 ·· oxipng_9.0.0_o4
106874850 7.8938411 ···· ···· 0.617725 1.6466 ·· oxipng_9.0.0_o3
107504437 7.9404013 ···· ···· 1.7604 2.3568 ·· oxipng_9.0.0_o2
106075106 7.9627090 ···· ···· 39.89 50.26 CR cjxl_0.10.1_d0e1
108383696 8.0000485 ···· ···· 3.7155 3.8886 ·· oxipng_9.0.0_o1
114092267 8.3967163 ···· ···· 16.10 16.78 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
53 100.00% 1.29 100.00% 45242 0.03 1.01 all
1 1.89% 2.03 2.97% 283541 0.14 0.89 3d
1 1.89% 1.73 2.54% 6813 0.00 1.02 edit
3 5.66% 0.54 2.38% 4703 0.04 0.94 emoji
4 7.55% 0.42 2.45% 1961 0.00 1.21 game
3 5.66% 1.40 6.13% 30282 0.02 0.97 glitch
1 1.89% 2.07 3.04% 48616 0.02 0.73 lossy
2 3.77% 0.79 2.32% 4733 0.01 1.03 mosaic
9 16.98% 0.78 10.23% 4296 0.00 1.09 text
53 100.00% 1.29 100.00% 45242 0.03 1.01 ui
50 94.34% 1.26 92.40% 42589 0.03 1.01 visibly_opaque
3 5.66% 1.73 7.60% 89463 0.03 0.97 visibly_transparent
41 77.36% 1.39 83.20% 50691 0.04 0.99 DirectClass_sRGB
10 18.87% 1.12 16.38% 31924 0.02 1.00 DirectClass_sRGB_Alpha
2 3.77% 0.14 0.42% 126 0.00 1.36 PseudoClass_sRGB
7 13.21% 1.45 14.90% 44799 0.02 0.97 source_gnome_screenshot
46 86.79% 1.26 85.10% 45309 0.03 1.01 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
15469592 1.5254982 64.15% 64.15% 0.573116 1.0687 CR cwebp_1.3.2_z9mt
15518730 1.5998377 33.96% 33.96% 0.188229 0.203216 ·· cjxl_0.10.1_d0e10
16008078 1.6105065 ···· ···· 6.7905 6.8853 CR cwebp_1.3.2_z8mt
16063876 1.6124912 ···· ···· 9.9611 9.9227 CR cwebp_1.3.2_z7mt
16274324 1.6360083 ···· ···· 11.669 11.654 CR cwebp_1.3.2_z6mt
16585212 1.6752925 ···· ···· 12.44 12.46 CR cwebp_1.3.2_z5mt
16574968 1.6815004 ···· ···· 12.64 12.68 CR cwebp_1.3.2_z4mt
16599566 1.6839152 ···· ···· 12.53 12.58 ·· cwebp_1.3.2_z3mt
16666771 1.7199465 1.89% 1.89% 0.535646 0.780134 ·· cjxl_0.10.1_d0e9
16892699 1.7387506 ···· ···· 1.0604 1.7141 ·· cjxl_0.10.1_d0e8
17923582 1.8596224 ···· ···· 16.04 16.00 CR cwebp_1.3.2_z2mt
18164209 1.9125298 ···· ···· 2.0451 3.6095 ·· cjxl_0.10.1_d0e7
18605064 1.9307511 ···· ···· 22.45 22.44 CR cwebp_1.3.2_z1mt
19184954 2.0296149 ···· ···· 2.2597 4.0873 ·· cjxl_0.10.1_d0e6
19898340 2.1101441 ···· ···· 2.4719 4.5706 ·· cjxl_0.10.1_d0e5
21518977 2.2291200 ···· ···· 0.237647 1.4574 ·· oxipng_9.0.0_o5
21518977 2.2291200 ···· ···· 0.182978 1.3902 ·· oxipng_9.0.0_o6
21527177 2.2297579 ···· ···· 0.501966 1.6568 ·· oxipng_9.0.0_o4
21626339 2.2422931 ···· ···· 0.89081 2.6893 ·· oxipng_9.0.0_o3
21803728 2.2574008 ···· ···· 3.0015 3.7147 ·· oxipng_9.0.0_o2
22516876 2.3541121 ···· ···· 6.4964 6.6430 ·· oxipng_9.0.0_o1
22809950 2.4614106 ···· ···· 46.64 44.20 CR cwebp_1.3.2_z0mt
23728471 2.4761011 ···· ···· 20.34 21.33 ·· oxipng_9.0.0_o0
24129169 2.7145200 ···· ···· 3.0372 6.7158 ·· cjxl_0.10.1_d0e4
28119549 3.1300939 ···· ···· 8.986 30.88 ·· cjxl_0.10.1_d0e2
26786745 3.1517666 ···· ···· 5.4291 25.31 ·· cjxl_0.10.1_d0e3
29400899 3.3479501 ···· ···· 59.91 70.0 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
47 100.00% 1.24 100.00% 41872 0.03 1.02 all
3 6.38% 0.54 2.79% 4703 0.04 0.94 emoji
4 8.51% 0.42 2.87% 1961 0.00 1.21 game
2 4.26% 0.79 2.72% 4733 0.01 1.03 mosaic
9 19.15% 0.78 11.99% 4296 0.00 1.09 text
47 100.00% 1.24 100.00% 41872 0.03 1.02 ui
44 93.62% 1.21 91.10% 38628 0.03 1.02 visibly_opaque
3 6.38% 1.73 8.90% 89463 0.03 0.97 visibly_transparent
35 74.47% 1.34 80.31% 47100 0.04 1.00 DirectClass_sRGB
10 21.28% 1.12 19.20% 31924 0.02 1.00 DirectClass_sRGB_Alpha
2 4.26% 0.14 0.49% 126 0.00 1.36 PseudoClass_sRGB
7 14.89% 1.45 17.46% 44799 0.02 0.97 source_gnome_screenshot
40 85.11% 1.20 82.54% 41360 0.03 1.02 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
11403748 1.337457 68.09% 68.09% 0.578278 1.0792 CR cwebp_1.3.2_z9mt
11862026 1.425237 ···· ···· 6.9239 7.0352 CR cwebp_1.3.2_z8mt
11892694 1.425562 ···· ···· 10.213 10.170 CR cwebp_1.3.2_z7mt
11608053 1.434989 31.91% 31.91% 0.195063 0.210497 ·· cjxl_0.10.1_d0e10
12062434 1.448410 ···· ···· 11.92 11.92 CR cwebp_1.3.2_z6mt
12325204 1.488206 ···· ···· 12.71 12.74 CR cwebp_1.3.2_z5mt
12314960 1.495206 ···· ···· 12.94 12.99 CR cwebp_1.3.2_z4mt
12333806 1.497422 ···· ···· 12.79 12.84 ·· cwebp_1.3.2_z3mt
12495206 1.544394 ···· ···· 0.561482 0.780276 ·· cjxl_0.10.1_d0e9
12672360 1.560639 ···· ···· 1.1091 1.6789 ·· cjxl_0.10.1_d0e8
13390110 1.669275 ···· ···· 16.58 16.54 CR cwebp_1.3.2_z2mt
13700345 1.731940 ···· ···· 2.1036 3.4418 ·· cjxl_0.10.1_d0e7
13918410 1.735554 ···· ···· 23.19 23.19 CR cwebp_1.3.2_z1mt
14531553 1.844324 ···· ···· 2.3181 3.9514 ·· cjxl_0.10.1_d0e6
15164219 1.926824 ···· ···· 2.5095 4.3681 ·· cjxl_0.10.1_d0e5
15979365 1.991521 ···· ···· 0.233479 1.4453 ·· oxipng_9.0.0_o5
15979365 1.991521 ···· ···· 0.179821 1.3719 ·· oxipng_9.0.0_o6
15979909 1.991612 ···· ···· 0.495889 1.6491 ·· oxipng_9.0.0_o4
16072544 2.005034 ···· ···· 0.88801 2.6965 ·· oxipng_9.0.0_o3
16218089 2.018932 ···· ···· 3.0239 3.7305 ·· oxipng_9.0.0_o2
16828761 2.117177 ···· ···· 6.5061 6.6693 ·· oxipng_9.0.0_o1
17811045 2.234195 ···· ···· 20.29 21.36 ·· oxipng_9.0.0_o0
17487966 2.273363 ···· ···· 47.26 44.79 CR cwebp_1.3.2_z0mt
19070722 2.574679 ···· ···· 3.0842 6.600 ·· cjxl_0.10.1_d0e4
22357785 2.974965 ···· ···· 8.891 30.07 ·· cjxl_0.10.1_d0e2
21434006 3.034571 ···· ···· 5.4453 24.88 ·· cjxl_0.10.1_d0e3
23458532 3.201421 ···· ···· 59.9 70.1 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
24 100.00% 0.52 100.00% 3400 0.01 0.97 all
6 25.00% 0.22 10.54% 694 0.00 0.93 game
6 25.00% 0.30 14.25% 139 0.00 0.87 reduced_palette
24 100.00% 0.52 100.00% 3400 0.01 0.97 text
9 37.50% 0.78 55.74% 4296 0.00 1.09 ui
24 100.00% 0.52 100.00% 3400 0.01 0.97 visibly_opaque
15 62.50% 0.66 79.29% 5004 0.01 0.97 DirectClass_sRGB
2 8.33% 0.29 4.69% 2816 0.01 1.11 DirectClass_sRGB_Alpha
1 4.17% 0.45 3.60% 26 0.00 0.89 PseudoClass_Gray
6 25.00% 0.26 12.41% 148 0.00 0.94 PseudoClass_sRGB
1 4.17% 0.37 2.97% 5193 0.01 1.08 source_gnome_screenshot
23 95.83% 0.53 97.03% 3323 0.01 0.96 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
972946 0.6357628 75.00% 75.00% 0.58040 1.0404 CR cwebp_1.3.2_z9mt
985024 0.6441934 4.17% ···· 9.283 9.827 CR cwebp_1.3.2_z8mt
986120 0.6445647 4.17% ···· 17.2 17.2 CR cwebp_1.3.2_z7mt
1039384 0.6656407 4.17% 4.17% 18.3 18.4 CR cwebp_1.3.2_z6mt
1171882 0.7345091 ···· ···· 19.3 19.2 CR cwebp_1.3.2_z5mt
1172298 0.7345939 ···· ···· 19.4 19.6 CR cwebp_1.3.2_z4mt
1176116 0.7378024 ···· ···· 19.2 19.2 ·· cwebp_1.3.2_z3mt
1349008 0.7950001 16.67% 16.67% 0.32406 0.34742 ·· cjxl_0.10.1_d0e10
1513128 0.8780056 ···· ···· 0.83737 1.0235 ·· cjxl_0.10.1_d0e9
1578016 0.9113342 ···· ···· 1.5781 2.020 ·· cjxl_0.10.1_d0e8
1683702 1.000781 ···· ···· 26.1 26.0 CR cwebp_1.3.2_z2mt
1767663 1.036054 ···· ···· 2.825 3.794 ·· cjxl_0.10.1_d0e7
1768912 1.050107 ···· ···· 37.2 36.6 CR cwebp_1.3.2_z1mt
1865619 1.088995 ···· ···· 2.934 3.996 ·· cjxl_0.10.1_d0e6
2032405 1.143232 ···· ···· 0.59720 2.017 ·· oxipng_9.0.0_o4
2032405 1.143232 ···· ···· 0.28467 1.757 ·· oxipng_9.0.0_o5
2032405 1.143232 ···· ···· 0.21870 1.641 ·· oxipng_9.0.0_o6
2054199 1.155242 ···· ···· 1.0613 3.253 ·· oxipng_9.0.0_o3
2055123 1.156957 ···· ···· 3.603 4.410 ·· oxipng_9.0.0_o2
1979802 1.161354 ···· ···· 3.046 4.177 ·· cjxl_0.10.1_d0e5
2325831 1.282051 ···· ···· 7.378 8.177 ·· oxipng_9.0.0_o1
2433012 1.350669 ···· ···· 19.8 26.2 ·· oxipng_9.0.0_o0
3071784 1.745749 ···· ···· 48.6 45.5 CR cwebp_1.3.2_z0mt
4305114 2.350543 ···· ···· 4.257 7.553 ·· cjxl_0.10.1_d0e4
4515260 2.465277 ···· ···· 9.219 22.7 ·· cjxl_0.10.1_d0e2
5264943 3.043227 ···· ···· 6.745 19.7 ·· cjxl_0.10.1_d0e3
5128821 3.101985 ···· ···· 48.6 52.8 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
56 100.00% 1.11 100.00% 35895 0.03 1.00 all
3 5.36% 0.54 2.62% 4703 0.04 0.94 emoji
7 12.50% 0.33 3.77% 1578 0.00 0.98 game
2 3.57% 0.79 2.55% 4733 0.01 1.03 mosaic
18 32.14% 0.60 17.33% 4488 0.01 1.00 text
47 83.93% 1.24 93.93% 41872 0.03 1.02 ui
53 94.64% 1.07 91.64% 32863 0.03 1.00 visibly_opaque
3 5.36% 1.73 8.36% 89463 0.03 0.97 visibly_transparent
43 76.79% 1.17 80.90% 39196 0.03 0.98 DirectClass_sRGB
11 19.64% 1.05 18.64% 29494 0.02 1.01 DirectClass_sRGB_Alpha
2 3.57% 0.14 0.46% 126 0.00 1.36 PseudoClass_sRGB
8 14.29% 1.32 17.00% 39848 0.02 0.99 source_gnome_screenshot
48 85.71% 1.07 83.00% 35236 0.03 1.00 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
11810372 1.272211 69.64% 69.64% 0.580889 1.0858 CR cwebp_1.3.2_z9mt
12270142 1.346457 1.79% ···· 7.5928 7.6843 CR cwebp_1.3.2_z8mt
12301034 1.346797 1.79% ···· 10.999 10.972 CR cwebp_1.3.2_z7mt
12495354 1.370314 ···· ···· 12.420 12.452 CR cwebp_1.3.2_z6mt
12065396 1.375469 28.57% 28.57% 0.210554 0.226765 ·· cjxl_0.10.1_d0e10
12803492 1.418688 ···· ···· 13.20 13.19 CR cwebp_1.3.2_z5mt
12793248 1.424563 ···· ···· 13.49 13.54 CR cwebp_1.3.2_z4mt
12812830 1.426607 ···· ···· 13.35 13.39 ·· cwebp_1.3.2_z3mt
12990977 1.482700 ···· ···· 0.588203 0.798545 ·· cjxl_0.10.1_d0e9
13188740 1.504049 ···· ···· 1.1648 1.7100 ·· cjxl_0.10.1_d0e8
14125246 1.644024 ···· ···· 18.05 18.10 CR cwebp_1.3.2_z2mt
14310069 1.674489 ···· ···· 2.1878 3.4645 ·· cjxl_0.10.1_d0e7
14673790 1.707583 ···· ···· 25.13 25.06 CR cwebp_1.3.2_z1mt
15178263 1.779617 ···· ···· 2.3884 3.9286 ·· cjxl_0.10.1_d0e6
15870144 1.866669 ···· ···· 2.5672 4.3076 ·· cjxl_0.10.1_d0e5
16813161 1.940677 ···· ···· 0.230640 1.4224 ·· oxipng_9.0.0_o5
16813161 1.940677 ···· ···· 0.177574 1.3546 ·· oxipng_9.0.0_o6
16813705 1.940754 ···· ···· 0.491265 1.6364 ·· oxipng_9.0.0_o4
16913678 1.954277 ···· ···· 0.88664 2.6843 ·· oxipng_9.0.0_o3
17059268 1.965955 ···· ···· 3.0175 3.7178 ·· oxipng_9.0.0_o2
17747514 2.073412 ···· ···· 6.5638 6.7068 ·· oxipng_9.0.0_o1
18767819 2.184674 ···· ···· 20.13 21.30 ·· oxipng_9.0.0_o0
18738254 2.327685 ···· ···· 47.25 44.66 CR cwebp_1.3.2_z0mt
20945297 2.694948 ···· ···· 3.1646 6.553 ·· cjxl_0.10.1_d0e4
24238624 3.037929 ···· ···· 8.844 28.59 ·· cjxl_0.10.1_d0e2
23719744 3.208782 ···· ···· 5.5299 23.65 ·· cjxl_0.10.1_d0e3
25674982 3.357831 ···· ···· 57.2 66.7 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
84 100.00% 2.24 100.00% 123777 0.05 0.87 all
49 58.33% 2.36 61.50% 164262 0.07 0.86 3d
6 7.14% 2.25 7.18% 135930 0.07 0.80 digital_painting
4 4.76% 0.97 2.07% 23014 0.03 0.77 edit
84 100.00% 2.24 100.00% 123777 0.05 0.87 game
4 4.76% 2.07 4.41% 93362 0.05 0.96 glitch
1 1.19% 2.36 1.26% 59557 0.03 0.81 panorama
4 4.76% 3.28 6.99% 75465 0.02 1.19 pixel_art_scaled
6 7.14% 0.22 0.70% 694 0.00 0.93 text
4 4.76% 0.42 0.89% 1961 0.00 1.21 ui
3 3.57% 3.38 5.40% 12625 0.01 0.99 vector
83 98.81% 2.24 98.74% 124550 0.05 0.87 visibly_opaque
1 1.19% 2.36 1.26% 59557 0.03 0.81 visibly_transparent
79 94.05% 2.31 97.14% 130269 0.05 0.86 DirectClass_sRGB
3 3.57% 1.55 2.48% 35272 0.02 0.90 DirectClass_sRGB_Alpha
2 2.38% 0.36 0.38% 90 0.00 1.13 PseudoClass_sRGB
83 98.81% 2.26 99.86% 125262 0.05 0.87 source_imagemagick
1 1.19% 0.26 0.14% 532 0.00 0.46 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
115494603 4.4453996 70.24% 70.24% 0.1330962 0.1438489 CR cjxl_0.10.1_d0e10
118285202 4.5451141 2.38% 2.38% 0.375124 0.787821 CR cjxl_0.10.1_d0e9
119633151 4.6032027 ···· ···· 0.631045 1.28828 CR cjxl_0.10.1_d0e8
122561657 4.7294941 ···· ···· 1.45599 3.4240 CR cjxl_0.10.1_d0e7
125335739 4.7512338 27.38% 27.38% 0.329662 0.611376 ·· cwebp_1.3.2_z9mt
127513955 4.8598350 ···· ···· 3.12595 3.19078 C· cwebp_1.3.2_z8mt
128553235 4.8952619 ···· ···· 4.6733 4.6638 CR cwebp_1.3.2_z7mt
129161397 4.9242020 ···· ···· 5.7524 5.8488 CR cwebp_1.3.2_z6mt
129627163 4.9478260 ···· ···· 6.7249 6.6960 CR cwebp_1.3.2_z5mt
129863401 4.9505437 ···· ···· 6.7580 6.7643 CR cwebp_1.3.2_z4mt
129969753 4.9560593 ···· ···· 6.6970 6.7436 ·· cwebp_1.3.2_z3mt
130797505 5.0369377 ···· ···· 1.78968 4.3851 ·· cjxl_0.10.1_d0e6
132312191 5.0703523 ···· ···· 8.2279 8.2946 CR cwebp_1.3.2_z2mt
133160181 5.1341845 ···· ···· 2.1436 5.4877 ·· cjxl_0.10.1_d0e5
136361301 5.2537804 ···· ···· 12.191 12.169 CR cwebp_1.3.2_z1mt
140582478 5.4672712 ···· ···· 3.0940 7.9990 ·· cjxl_0.10.1_d0e4
147164326 5.7935272 ···· ···· 5.9293 26.04 ·R cjxl_0.10.1_d0e3
154936159 6.0150134 ···· ···· 29.39 27.27 CR cwebp_1.3.2_z0mt
154226358 6.0367498 ···· ···· 9.2105 30.44 ·R cjxl_0.10.1_d0e2
159259570 6.1156449 ···· ···· 0.1704855 1.16659 ·· oxipng_9.0.0_o6
159261760 6.1157762 ···· ···· 0.2201708 1.20423 ·· oxipng_9.0.0_o5
159277663 6.1164068 ···· ···· 0.449943 1.31501 ·· oxipng_9.0.0_o4
159462823 6.1245960 ···· ···· 0.647449 1.80612 ·· oxipng_9.0.0_o3
160083044 6.1498634 ···· ···· 1.89758 2.46212 ·· oxipng_9.0.0_o2
161769903 6.2443155 ···· ···· 4.0721 4.1493 ·· oxipng_9.0.0_o1
169435765 6.5524857 ···· ···· 17.810 18.338 ·· oxipng_9.0.0_o0
172653191 6.8774532 ···· ···· 45.29 55.19 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
75 100.00% 2.31 100.00% 131629 0.05 0.87 all
43 57.33% 2.46 60.99% 182153 0.08 0.86 3d
6 8.00% 2.25 7.78% 135930 0.07 0.80 digital_painting
75 100.00% 2.31 100.00% 131629 0.05 0.87 game
4 5.33% 3.28 7.57% 75465 0.02 1.19 pixel_art_scaled
6 8.00% 0.22 0.76% 694 0.00 0.93 text
4 5.33% 0.42 0.96% 1961 0.00 1.21 ui
3 4.00% 3.38 5.86% 12625 0.01 0.99 vector
75 100.00% 2.31 100.00% 131629 0.05 0.87 visibly_opaque
72 96.00% 2.39 99.46% 137105 0.06 0.86 DirectClass_sRGB
1 1.33% 0.22 0.12% 439 0.00 1.13 DirectClass_sRGB_Alpha
2 2.67% 0.36 0.41% 90 0.00 1.13 PseudoClass_sRGB
74 98.67% 2.34 99.85% 133401 0.05 0.88 source_imagemagick
1 1.33% 0.26 0.15% 532 0.00 0.46 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
109224737 4.5904408 68.00% 68.00% 0.1371308 0.1481387 CR cjxl_0.10.1_d0e10
111779031 4.6866996 2.67% 2.67% 0.384500 0.808389 CR cjxl_0.10.1_d0e9
113040450 4.7457452 ···· ···· 0.649254 1.32650 CR cjxl_0.10.1_d0e8
115779121 4.8755488 ···· ···· 1.47519 3.4885 CR cjxl_0.10.1_d0e7
118519140 4.8967981 29.33% 29.33% 0.339944 0.630087 ·· cwebp_1.3.2_z9mt
120608968 5.0076853 ···· ···· 3.24170 3.31435 C· cwebp_1.3.2_z8mt
121563672 5.0428254 ···· ···· 4.8985 4.8880 CR cwebp_1.3.2_z7mt
122117464 5.0716086 ···· ···· 5.9364 6.0443 CR cwebp_1.3.2_z6mt
122570276 5.0972517 ···· ···· 6.9224 6.8909 CR cwebp_1.3.2_z5mt
122806514 5.1002955 ···· ···· 6.9632 6.9703 CR cwebp_1.3.2_z4mt
122905052 5.1058572 ···· ···· 6.8677 6.9199 ·· cwebp_1.3.2_z3mt
123525988 5.1878748 ···· ···· 1.80846 4.4444 ·· cjxl_0.10.1_d0e6
125078484 5.2181542 ···· ···· 8.4406 8.5158 CR cwebp_1.3.2_z2mt
125713586 5.2843070 ···· ···· 2.1713 5.5819 ·· cjxl_0.10.1_d0e5
128778610 5.4013076 ···· ···· 12.624 12.601 CR cwebp_1.3.2_z1mt
132360955 5.6132576 ···· ···· 3.1450 8.0919 ·· cjxl_0.10.1_d0e4
137962937 5.9235787 ···· ···· 5.9855 26.03 ·R cjxl_0.10.1_d0e3
145127432 6.1921602 ···· ···· 9.2097 30.27 ·R cjxl_0.10.1_d0e2
146352512 6.1941838 ···· ···· 29.57 27.48 C· cwebp_1.3.2_z0mt
150336174 6.2988103 ···· ···· 0.229246 1.24089 ·· oxipng_9.0.0_o5
150336174 6.2988103 ···· ···· 0.1774648 1.20450 ·· oxipng_9.0.0_o6
150350376 6.2994291 ···· ···· 0.467211 1.35582 ·· oxipng_9.0.0_o4
150513528 6.3071529 ···· ···· 0.667993 1.85149 ·· oxipng_9.0.0_o3
151077928 6.3317723 ···· ···· 1.95394 2.5488 ·· oxipng_9.0.0_o2
152630716 6.4253858 ···· ···· 4.1950 4.2812 ·· oxipng_9.0.0_o1
159507620 6.7170614 ···· ···· 17.77 18.34 ·· oxipng_9.0.0_o0
162468210 7.0612219 ···· ···· 44.86 54.63 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
32 100.00% 2.11 100.00% 63738 0.02 0.89 all
6 18.75% 2.25 19.94% 135930 0.07 0.80 digital_painting
32 100.00% 2.11 100.00% 63738 0.02 0.89 game
4 12.50% 3.28 19.42% 75465 0.02 1.19 pixel_art_scaled
6 18.75% 0.22 1.95% 694 0.00 0.93 text
4 12.50% 0.42 2.47% 1961 0.00 1.21 ui
3 9.38% 3.38 15.02% 12625 0.01 0.99 vector
32 100.00% 2.11 100.00% 63738 0.02 0.89 visibly_opaque
29 90.62% 2.30 98.62% 70311 0.03 0.87 DirectClass_sRGB
1 3.12% 0.22 0.32% 439 0.00 1.13 DirectClass_sRGB_Alpha
2 6.25% 0.36 1.06% 90 0.00 1.13 PseudoClass_sRGB
31 96.88% 2.17 99.61% 65777 0.02 0.90 source_imagemagick
1 3.12% 0.26 0.39% 532 0.00 0.46 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
23608728 2.0597971 40.62% 40.62% 0.207363 0.222750 CR cjxl_0.10.1_d0e10
26284866 2.1179647 59.38% 59.38% 0.572681 1.06714 CR cwebp_1.3.2_z9mt
25025960 2.1890210 ···· ···· 0.583940 1.2336 CR cjxl_0.10.1_d0e9
25483550 2.2418746 ···· ···· 1.05350 2.1466 CR cjxl_0.10.1_d0e8
27100820 2.2429571 ···· ···· 5.6513 5.8217 CR cwebp_1.3.2_z8mt
27321656 2.2541277 ···· ···· 9.1181 9.0936 CR cwebp_1.3.2_z7mt
27554468 2.2837569 ···· ···· 9.8004 10.054 CR cwebp_1.3.2_z6mt
27883308 2.3306630 ···· ···· 10.816 10.743 CR cwebp_1.3.2_z5mt
28016718 2.3346976 ···· ···· 10.926 10.943 CR cwebp_1.3.2_z4mt
28050078 2.3399269 ···· ···· 10.464 10.587 ·· cwebp_1.3.2_z3mt
26921086 2.4097166 ···· ···· 2.1736 5.2475 ·· cjxl_0.10.1_d0e7
29119648 2.5010935 ···· ···· 12.610 12.788 CR cwebp_1.3.2_z2mt
28893671 2.5784460 ···· ···· 2.4616 6.2278 ·· cjxl_0.10.1_d0e6
30164292 2.6382665 ···· ···· 20.81 20.75 CR cwebp_1.3.2_z1mt
29716547 2.6656052 ···· ···· 2.7076 7.172 ·· cjxl_0.10.1_d0e5
34304487 2.9121093 ···· ···· 0.203678 1.2263 ·· oxipng_9.0.0_o5
34304487 2.9121093 ···· ···· 0.157091 1.1729 ·· oxipng_9.0.0_o6
34305770 2.9123508 ···· ···· 0.430452 1.4032 ·· oxipng_9.0.0_o4
34394545 2.9231852 ···· ···· 0.731613 2.2111 ·· oxipng_9.0.0_o3
34587719 2.9357448 ···· ···· 2.3655 2.9134 ·· oxipng_9.0.0_o2
35264085 3.0660230 ···· ···· 5.1466 5.3454 ·· oxipng_9.0.0_o1
33331683 3.1000213 ···· ···· 3.7259 9.945 ·· cjxl_0.10.1_d0e4
34630408 3.1253545 ···· ···· 38.28 36.19 CR cwebp_1.3.2_z0mt
37857203 3.3087785 ···· ···· 19.46 20.68 ·· oxipng_9.0.0_o0
37217321 3.4662671 ···· ···· 9.402 29.18 ·· cjxl_0.10.1_d0e2
36245149 3.5732766 ···· ···· 6.4074 24.84 ·· cjxl_0.10.1_d0e3
44429840 4.5095709 ···· ···· 50.96 63.81 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
68 100.00% 0.30 100.00% 33012 0.13 0.86 all
32 47.06% 0.25 39.61% 15063 0.06 0.88 albedo
2 2.94% 1.05 10.39% 31449 0.03 0.88 diffuse
34 50.00% 0.30 50.00% 49998 0.20 0.84 normal
68 100.00% 0.30 100.00% 33012 0.13 0.86 texture
68 100.00% 0.30 100.00% 33012 0.13 0.86 visibly_opaque
62 91.18% 0.27 84.42% 35093 0.14 0.85 DirectClass_sRGB
2 2.94% 1.05 10.39% 34245 0.03 0.83 DirectClass_sRGB_Alpha
4 5.88% 0.26 5.19% 150 0.00 0.97 PseudoClass_sRGB
40 58.82% 0.25 49.35% 41995 0.18 0.82 source_gimp
24 35.29% 0.25 29.87% 18796 0.07 0.92 source_imagemagick
4 5.88% 1.05 20.78% 28485 0.03 0.82 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
14790420 6.589502 77.94% 77.94% 0.136637 0.145873 CR cjxl_0.10.1_d0e10
14968705 6.672049 13.24% 13.24% 0.36600 0.43089 CR cjxl_0.10.1_d0e9
15486825 6.893726 ···· ···· 0.52695 0.62224 CR cjxl_0.10.1_d0e8
15671717 6.973068 ···· ···· 1.4697 1.9756 CR cjxl_0.10.1_d0e7
16318458 7.231753 7.35% 7.35% 0.244001 0.43134 ·· cwebp_1.3.2_z9mt
16515930 7.308502 ···· ···· 1.7851 2.540 CR cjxl_0.10.1_d0e6
16621590 7.361215 ···· ···· 2.831 2.982 CR cwebp_1.3.2_z8mt
16641038 7.369551 ···· ···· 3.252 3.249 CR cwebp_1.3.2_z7mt
16646442 7.371399 ···· ···· 3.647 3.646 CR cwebp_1.3.2_z6mt
16653102 7.373607 1.47% 1.47% 4.400 4.405 CR cwebp_1.3.2_z5mt
16677774 7.393381 ···· ···· 4.604 4.603 CR cwebp_1.3.2_z4mt
16683064 7.395731 ···· ···· 4.871 4.879 CR cwebp_1.3.2_z3mt
16812424 7.443852 ···· ···· 2.184 3.245 ·· cjxl_0.10.1_d0e5
17111446 7.589684 ···· ···· 6.962 6.969 CR cwebp_1.3.2_z2mt
17194966 7.620963 ···· ···· 3.111 5.209 ·· cjxl_0.10.1_d0e4
17526316 7.781493 ···· ···· 9.393 9.398 CR cwebp_1.3.2_z1mt
17679369 7.832632 ···· ···· 5.500 12.58 ·R cjxl_0.10.1_d0e3
18952214 8.364528 ···· ···· 7.518 15.55 ·R cjxl_0.10.1_d0e2
19208149 8.512184 ···· ···· 0.286821 1.6202 ·· oxipng_9.0.0_o6
19210370 8.513181 ···· ···· 0.36446 1.6658 ·· oxipng_9.0.0_o5
19223313 8.515683 ···· ···· 0.67543 1.7824 ·· oxipng_9.0.0_o4
19227418 8.520052 ···· ···· 0.82183 2.0793 ·· oxipng_9.0.0_o3
19287525 8.546060 ···· ···· 2.1797 3.249 ·· oxipng_9.0.0_o2
19448769 8.618261 ···· ···· 4.320 4.790 ·· oxipng_9.0.0_o1
20174547 8.937084 ···· ···· 12.76 15.08 C· oxipng_9.0.0_o0
21022066 9.090755 ···· ···· 23.0 23.0 CR cwebp_1.3.2_z0mt
20547462 9.097293 ···· ···· 27.7 34.2 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
34 100.00% 0.30 100.00% 16027 0.06 0.88 all
32 94.12% 0.25 79.22% 15063 0.06 0.88 albedo
2 5.88% 1.05 20.78% 31449 0.03 0.88 diffuse
34 100.00% 0.30 100.00% 16027 0.06 0.88 texture
34 100.00% 0.30 100.00% 16027 0.06 0.88 visibly_opaque
30 88.24% 0.28 81.82% 16061 0.07 0.87 DirectClass_sRGB
1 2.94% 1.05 10.39% 62556 0.06 0.84 DirectClass_sRGB_Alpha
3 8.82% 0.26 7.79% 169 0.00 0.95 PseudoClass_sRGB
12 35.29% 0.25 29.87% 23624 0.10 0.80 source_gimp
20 58.82% 0.25 49.35% 9926 0.04 0.92 source_imagemagick
2 5.88% 1.05 20.78% 31449 0.03 0.88 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
7451982 6.564042 76.47% 76.47% 0.14070 0.15115 CR cjxl_0.10.1_d0e10
7515972 6.622733 14.71% 14.71% 0.36427 0.43174 CR cjxl_0.10.1_d0e9
7694757 6.770444 ···· ···· 0.52904 0.62845 CR cjxl_0.10.1_d0e8
7742717 6.811354 ···· ···· 1.449 1.921 CR cjxl_0.10.1_d0e7
7884692 6.945808 ···· ···· 1.789 2.535 CR cjxl_0.10.1_d0e6
8037711 7.081365 ···· ···· 2.202 3.263 CR cjxl_0.10.1_d0e5
8121065 7.135297 5.88% 5.88% 0.24368 0.43302 ·· cwebp_1.3.2_z9mt
8263128 7.291358 ···· ···· 3.123 5.134 CR cjxl_0.10.1_d0e4
8338971 7.314757 ···· ···· 2.918 3.025 ·· cwebp_1.3.2_z8mt
8347195 7.322170 ···· ···· 3.307 3.303 C· cwebp_1.3.2_z7mt
8350487 7.324487 ···· ···· 3.654 3.653 C· cwebp_1.3.2_z6mt
8353703 7.326229 2.94% 2.94% 4.549 4.553 C· cwebp_1.3.2_z5mt
8362751 7.339555 ···· ···· 4.744 4.734 C· cwebp_1.3.2_z4mt
8367547 7.343931 ···· ···· 5.060 5.076 C· cwebp_1.3.2_z3mt
8481541 7.483266 ···· ···· 5.553 12.4 CR cjxl_0.10.1_d0e3
8529781 7.498248 ···· ···· 7.258 7.277 C· cwebp_1.3.2_z2mt
8735265 7.682557 ···· ···· 9.851 9.861 C· cwebp_1.3.2_z1mt
8887237 7.795464 ···· ···· 7.356 15.0 ·R cjxl_0.10.1_d0e2
9561097 8.321762 ···· ···· 22.6 22.7 CR cwebp_1.3.2_z0mt
9707301 8.559277 ···· ···· 27.1 33.3 CR cjxl_0.10.1_d0e1
10073743 8.857113 ···· ···· 0.25795 1.538 ·· oxipng_9.0.0_o6
10075441 8.858637 ···· ···· 0.32680 1.561 ·· oxipng_9.0.0_o5
10077050 8.860081 ···· ···· 0.62275 1.685 ·· oxipng_9.0.0_o4
10084237 8.865562 ···· ···· 0.76750 1.993 ·· oxipng_9.0.0_o3
10128043 8.908068 ···· ···· 2.042 2.988 ·· oxipng_9.0.0_o2
10196449 8.971645 ···· ···· 4.127 4.509 ·· oxipng_9.0.0_o1
10603814 9.333299 ···· ···· 12.7 14.8 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
34 100.00% 0.30 100.00% 49998 0.20 0.84 all
34 100.00% 0.30 100.00% 49998 0.20 0.84 normal
34 100.00% 0.30 100.00% 49998 0.20 0.84 texture
34 100.00% 0.30 100.00% 49998 0.20 0.84 visibly_opaque
32 94.12% 0.27 87.01% 52934 0.22 0.83 DirectClass_sRGB
1 2.94% 1.05 10.39% 5934 0.01 0.82 DirectClass_sRGB_Alpha
1 2.94% 0.26 2.60% 91 0.00 1.05 PseudoClass_sRGB
28 82.35% 0.25 68.83% 49868 0.21 0.83 source_gimp
4 11.76% 0.26 10.39% 63148 0.24 0.92 source_imagemagick
2 5.88% 1.05 20.78% 25520 0.02 0.76 source_unknown
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
7338438 6.614962 79.41% 79.41% 0.13258 0.14059 CR cjxl_0.10.1_d0e10
7452733 6.721365 11.76% 11.76% 0.36773 0.43004 CR cjxl_0.10.1_d0e9
7792068 7.017008 ···· ···· 0.52485 0.61603 CR cjxl_0.10.1_d0e8
7929000 7.134783 ···· ···· 1.490 2.030 CR cjxl_0.10.1_d0e7
8197393 7.328209 8.82% 8.82% 0.24432 0.42965 ·· cwebp_1.3.2_z9mt
8282619 7.407673 ···· ···· 2.744 2.939 CR cwebp_1.3.2_z8mt
8293843 7.416932 ···· ···· 3.197 3.196 CR cwebp_1.3.2_z7mt
8295955 7.418312 ···· ···· 3.641 3.639 CR cwebp_1.3.2_z6mt
8299399 7.420984 ···· ···· 4.250 4.257 CR cwebp_1.3.2_z5mt
8315023 7.447207 ···· ···· 4.465 4.471 CR cwebp_1.3.2_z4mt
8315517 7.447531 ···· ···· 4.683 4.681 CR cwebp_1.3.2_z3mt
8631238 7.671196 ···· ···· 1.781 2.544 ·· cjxl_0.10.1_d0e6
8581665 7.681120 ···· ···· 6.666 6.660 CR cwebp_1.3.2_z2mt
8774713 7.806340 ···· ···· 2.166 3.227 ·· cjxl_0.10.1_d0e5
8791051 7.880429 ···· ···· 8.935 8.935 CR cwebp_1.3.2_z1mt
8931838 7.950568 ···· ···· 3.099 5.284 ·· cjxl_0.10.1_d0e4
9134406 8.167255 ···· ···· 0.31569 1.703 ·· oxipng_9.0.0_o6
9134929 8.167724 ···· ···· 0.40213 1.771 ·· oxipng_9.0.0_o5
9146263 8.171285 ···· ···· 0.72810 1.879 ·· oxipng_9.0.0_o4
9143181 8.174543 ···· ···· 0.87617 2.166 ·· oxipng_9.0.0_o3
9197828 8.181998 ···· ···· 5.448 12.8 ·R cjxl_0.10.1_d0e3
9159482 8.184052 ···· ···· 2.318 3.511 ·· oxipng_9.0.0_o2
9252320 8.264876 ···· ···· 4.514 5.071 ·· oxipng_9.0.0_o1
9570733 8.540869 ···· ···· 12.8 15.3 CR oxipng_9.0.0_o0
10064977 8.933592 ···· ···· 7.680 16.1 ·R cjxl_0.10.1_d0e2
10840161 9.635308 ···· ···· 28.4 35.1 CR cjxl_0.10.1_d0e1
11460969 9.859748 ···· ···· 23.4 23.3 ·· cwebp_1.3.2_z0mt
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
56 100.00% 0.21 100.00% 27049 0.13 0.85 all
56 100.00% 0.21 100.00% 27049 0.13 0.85 logo
56 100.00% 0.21 100.00% 27049 0.13 0.85 visibly_transparent
5 8.93% 0.16 6.83% 915 0.01 1.13 DirectClass_Gray_Alpha
51 91.07% 0.22 93.17% 29611 0.14 0.82 DirectClass_sRGB_Alpha
56 100.00% 0.21 100.00% 27049 0.13 0.85 source_app
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
5052520 3.462432 66.07% 66.07% 0.141737 0.148960 CR cjxl_0.10.1_d0e10
5262742 3.611251 ···· ···· 0.43266 0.50508 CR cjxl_0.10.1_d0e9
5491803 3.737607 32.14% 32.14% 0.30223 0.55196 ·R cwebp_1.3.2_z9mt
5458336 3.743356 ···· ···· 0.72191 0.85971 CR cjxl_0.10.1_d0e8
5592601 3.809253 1.79% ···· 2.978 3.151 CR cwebp_1.3.2_z8mt
5558043 3.813082 ···· ···· 1.600 2.106 ·· cjxl_0.10.1_d0e7
5618223 3.826161 1.79% ···· 5.016 4.990 CR cwebp_1.3.2_z7mt
5643557 3.841816 ···· ···· 5.770 5.822 CR cwebp_1.3.2_z6mt
5652663 3.847762 ···· ···· 6.357 6.374 CR cwebp_1.3.2_z5mt
5676567 3.871004 ···· ···· 7.358 7.308 CR cwebp_1.3.2_z4mt
5687191 3.878224 ···· ···· 7.374 7.375 CR cwebp_1.3.2_z3mt
5685495 3.896234 ···· ···· 1.778 2.374 ·· cjxl_0.10.1_d0e6
5798767 3.974279 ···· ···· 1.938 2.661 ·· cjxl_0.10.1_d0e5
5974951 4.070552 ···· ···· 10.31 10.24 CR cwebp_1.3.2_z2mt
6131298 4.197252 ···· ···· 2.790 4.506 ·· cjxl_0.10.1_d0e4
6298881 4.288675 ···· ···· 14.61 14.56 CR cwebp_1.3.2_z1mt
6531039 4.489395 ···· ···· 4.859 10.58 ·· cjxl_0.10.1_d0e3
7163032 4.899077 ···· ···· 6.549 12.5 ·· cjxl_0.10.1_d0e2
7481180 5.099017 ···· ···· 0.16293 0.98665 ·· oxipng_9.0.0_o5
7481180 5.099017 ···· ···· 0.122879 0.90419 ·· oxipng_9.0.0_o6
7483332 5.100500 ···· ···· 0.34861 1.1128 ·· oxipng_9.0.0_o4
7507309 5.117080 ···· ···· 0.57378 1.691 ·· oxipng_9.0.0_o3
7533086 5.135584 ···· ···· 1.836 2.312 ·· oxipng_9.0.0_o2
7653798 5.221665 ···· ···· 4.058 4.121 ·· oxipng_9.0.0_o1
8018821 5.368364 ···· ···· 28.9 29.0 CR cwebp_1.3.2_z0mt
7870552 5.377483 ···· ···· 27.5 31.4 ·R cjxl_0.10.1_d0e1
7990191 5.451406 ···· ···· 13.3 14.3 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
24 100.00% 0.02 100.00% 4940 0.29 0.84 all
24 100.00% 0.02 100.00% 4940 0.29 0.84 icon
12 50.00% 0.02 48.30% 7272 0.38 0.80 visibly_opaque
12 50.00% 0.02 51.70% 2607 0.20 0.87 visibly_transparent
7 29.17% 0.01 25.16% 6515 0.45 0.79 DirectClass_sRGB
17 70.83% 0.02 74.84% 4291 0.22 0.85 DirectClass_sRGB_Alpha
24 100.00% 0.02 100.00% 4940 0.29 0.84 source_app
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
349682 6.84846 45.83% 45.83% 0.07560 0.07980 CR cjxl_0.10.1_d0e10
353115 6.93847 4.17% ···· 0.2449 0.2660 CR cjxl_0.10.1_d0e9
357064 7.01360 8.33% 4.17% 0.3646 0.4047 CR cjxl_0.10.1_d0e8
360335 7.04339 25.00% 20.83% 0.065941 0.1130 ·· cwebp_1.3.2_z9mt
358716 7.05425 ···· ···· 0.682 0.840 CR cjxl_0.10.1_d0e7
365891 7.12283 12.50% 8.33% 0.728 0.862 CR cwebp_1.3.2_z8mt
367413 7.15128 8.33% ···· 1.73 1.73 CR cwebp_1.3.2_z6mt
367529 7.15451 8.33% ···· 1.59 1.59 ·· cwebp_1.3.2_z7mt
363820 7.15823 ···· ···· 0.762 0.943 ·· cjxl_0.10.1_d0e6
367939 7.16145 4.17% ···· 2.06 2.01 CR cwebp_1.3.2_z5mt
367525 7.22148 4.17% 4.17% 0.840 1.09 ·· cjxl_0.10.1_d0e5
381361 7.40948 8.33% 4.17% 2.97 2.99 CR cwebp_1.3.2_z4mt
382255 7.42620 4.17% ···· 3.04 3.04 CR cwebp_1.3.2_z3mt
406978 7.60389 ···· ···· 0.889 1.22 ·· cjxl_0.10.1_d0e4
403219 7.88133 ···· ···· 4.8 4.8 CR cwebp_1.3.2_z2mt
426242 8.02392 ···· ···· 1.25 2.16 ·· cjxl_0.10.1_d0e3
432189 8.40510 ···· ···· 6.1 6.1 CR cwebp_1.3.2_z1mt
477684 8.75718 ···· ···· 1.59 2.09 ·· cjxl_0.10.1_d0e2
460483 8.94212 ···· ···· 10 10 CR cwebp_1.3.2_z0mt
478894 9.21582 ···· ···· 0.1673 0.691 ·· oxipng_9.0.0_o5
478894 9.21582 ···· ···· 0.1301 0.646 ·· oxipng_9.0.0_o6
480399 9.23850 ···· ···· 1.02 1.47 ·· oxipng_9.0.0_o2
479332 9.23959 ···· ···· 0.3321 0.812 ·· oxipng_9.0.0_o4
479986 9.24919 ···· ···· 0.4082 0.963 ·· oxipng_9.0.0_o3
511681 9.48861 ···· ···· 3.08 3.67 ·· cjxl_0.10.1_d0e1
493828 9.55308 ···· ···· 1.82 2.14 ·· oxipng_9.0.0_o1
513687 9.87042 ···· ···· 3.48 4.5 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
73 100.00% 0.23 100.00% 804 0.00 0.90 all
10 13.70% 0.55 32.98% 3869 0.01 1.13 game_asset
73 100.00% 0.23 100.00% 804 0.00 0.90 pixel_art
10 13.70% 0.55 32.98% 3869 0.01 1.13 sprite_sheet
63 86.30% 0.17 63.48% 383 0.00 0.85 visibly_opaque
10 13.70% 0.60 36.52% 3459 0.00 1.19 visibly_transparent
3 4.11% 0.15 2.79% 7408 0.08 1.17 DirectClass_sRGB
6 8.22% 0.83 30.11% 5748 0.01 1.23 DirectClass_sRGB_Alpha
2 2.74% 0.22 2.68% 2 0.00 0.35 PseudoClass_Gray
58 79.45% 0.17 58.00% 33 0.00 0.86 PseudoClass_sRGB
4 5.48% 0.27 6.42% 26 0.00 1.12 PseudoClass_sRGB_Alpha
10 13.70% 0.55 32.98% 3869 0.01 1.13 source_app
63 86.30% 0.18 67.02% 318 0.00 0.86 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
2282016 1.097253 15.07% 15.07% 0.189635 0.27786 CR cwebp_1.3.2_z9mt
2730599 1.107466 64.38% 61.64% 0.35450 0.37118 CR cjxl_0.10.1_d0e10
2864430 1.163471 4.11% 1.37% 4.134 6.735 CR cwebp_1.3.2_z8mt
2811784 1.164740 6.85% 2.74% 11.37 11.40 CR cwebp_1.3.2_z7mt
2828550 1.167855 2.74% 1.37% 12.29 12.23 CR cwebp_1.3.2_z6mt
2835170 1.171565 1.37% ···· 13.92 13.89 CR cwebp_1.3.2_z5mt
2839913 1.172452 1.37% ···· 0.87960 1.1118 ·· cjxl_0.10.1_d0e9
2839118 1.177211 2.74% 1.37% 14.99 14.97 CR cwebp_1.3.2_z4mt
2846814 1.183588 2.74% 1.37% 15.72 15.75 CR cwebp_1.3.2_z3mt
2926756 1.220539 ···· ···· 1.2896 1.681 ·· cjxl_0.10.1_d0e8
3157608 1.254346 6.85% 5.48% 18.35 18.32 CR cwebp_1.3.2_z2mt
2750068 1.277642 1.37% ···· 0.47862 2.2242 ·· oxipng_9.0.0_o5
2750068 1.277642 1.37% ···· 0.400412 2.1798 ·· oxipng_9.0.0_o6
2750075 1.277652 1.37% ···· 0.85285 2.5713 ·· oxipng_9.0.0_o4
2764615 1.281052 ···· ···· 1.0358 3.050 ·· oxipng_9.0.0_o3
2765032 1.281283 ···· ···· 3.310 4.983 ·· oxipng_9.0.0_o2
3277161 1.330218 ···· ···· 2.737 3.907 ·· cjxl_0.10.1_d0e7
2992790 1.332295 ···· ···· 4.985 8.016 ·· oxipng_9.0.0_o1
3474367 1.388090 ···· ···· 2.929 4.302 ·· cjxl_0.10.1_d0e6
3556850 1.399007 ···· ···· 22.81 22.51 CR cwebp_1.3.2_z1mt
3358305 1.444015 ···· ···· 11.33 23.8 ·R oxipng_9.0.0_o0
3658289 1.469732 ···· ···· 3.043 4.591 ·· cjxl_0.10.1_d0e5
4066714 1.606626 ···· ···· 37.1 36.4 CR cwebp_1.3.2_z0mt
6109619 1.968487 ···· ···· 4.028 7.428 ·· cjxl_0.10.1_d0e4
6497809 2.107551 ···· ···· 7.089 12.40 ·· cjxl_0.10.1_d0e2
8650535 2.605575 ···· ···· 5.549 11.28 ·· cjxl_0.10.1_d0e3
7828406 2.755022 ···· ···· 27.2 29.2 ·· cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
63 100.00% 0.18 100.00% 318 0.00 0.86 all
63 100.00% 0.18 100.00% 318 0.00 0.86 pixel_art
59 93.65% 0.17 90.43% 338 0.00 0.85 visibly_opaque
4 6.35% 0.27 9.57% 26 0.00 1.12 visibly_transparent
2 3.17% 0.20 3.56% 9056 0.09 1.30 DirectClass_sRGB
2 3.17% 0.22 4.01% 2 0.00 0.35 PseudoClass_Gray
55 87.30% 0.17 82.86% 33 0.00 0.85 PseudoClass_sRGB
4 6.35% 0.27 9.57% 26 0.00 1.12 PseudoClass_sRGB_Alpha
63 100.00% 0.18 100.00% 318 0.00 0.86 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
1194424 0.949985 69.84% 66.67% 0.37640 0.39366 CR cjxl_0.10.1_d0e10
1274380 0.997574 11.11% 11.11% 0.18495 0.25946 ·· cwebp_1.3.2_z9mt
1259745 1.00982 1.59% ···· 0.93007 1.1184 CR cjxl_0.10.1_d0e9
1316244 1.03066 1.59% 1.59% 4.331 7.199 CR cwebp_1.3.2_z8mt
1316860 1.03646 3.17% 1.59% 12.11 12.14 CR cwebp_1.3.2_z7mt
1321776 1.03850 3.17% 1.59% 12.96 12.90 CR cwebp_1.3.2_z6mt
1333198 1.04212 1.59% ···· 14.7 14.7 CR cwebp_1.3.2_z5mt
1336156 1.04681 3.17% 1.59% 15.9 15.9 CR cwebp_1.3.2_z4mt
1350370 1.05412 3.17% 1.59% 16.6 16.6 CR cwebp_1.3.2_z3mt
1319424 1.05893 ···· ···· 1.340 1.629 ·· cjxl_0.10.1_d0e8
1420492 1.10020 7.94% 6.35% 19.5 19.5 CR cwebp_1.3.2_z2mt
1413122 1.13187 1.59% ···· 0.52469 2.410 ·· oxipng_9.0.0_o5
1413122 1.13187 1.59% ···· 0.44023 2.359 ·· oxipng_9.0.0_o6
1413129 1.13189 1.59% ···· 0.92675 2.779 ·· oxipng_9.0.0_o4
1416687 1.13434 ···· ···· 1.1121 3.260 ·· oxipng_9.0.0_o3
1416811 1.13445 ···· ···· 3.545 5.418 ·· oxipng_9.0.0_o2
1450568 1.14891 ···· ···· 2.831 3.771 ·· cjxl_0.10.1_d0e7
1446505 1.16554 ···· ···· 5.221 8.640 ·· oxipng_9.0.0_o1
1558693 1.20341 ···· ···· 3.001 4.064 ·· cjxl_0.10.1_d0e6
1596428 1.21361 ···· ···· 24.2 23.8 CR cwebp_1.3.2_z1mt
1588532 1.26302 ···· ···· 10.9 24.7 ·R oxipng_9.0.0_o0
1693675 1.28864 ···· ···· 3.117 4.342 ·· cjxl_0.10.1_d0e5
1752598 1.34728 ···· ···· 38.2 37.4 CR cwebp_1.3.2_z0mt
1938021 1.43790 ···· ···· 4.225 7.474 ·· cjxl_0.10.1_d0e4
2109592 1.55015 ···· ···· 7.288 11.9 ·· cjxl_0.10.1_d0e2
2564279 1.85994 ···· ···· 5.737 11.0 ·· cjxl_0.10.1_d0e3
2938834 2.18518 ···· ···· 26.9 28.9 ·· cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
33 100.00% 1.62 100.00% 9346 0.00 2.63 all
1 3.03% 1.17 2.19% 4 0.00 0.92 comic
4 12.12% 3.28 24.62% 75465 0.02 1.19 game
33 100.00% 1.62 100.00% 9346 0.00 2.63 pixel_art_scaled
14 42.42% 0.66 17.43% 186 0.00 2.03 watermark
30 90.91% 1.71 96.31% 10274 0.00 2.62 visibly_opaque
3 9.09% 0.66 3.69% 65 0.00 2.74 visibly_transparent
13 39.39% 1.53 37.21% 23521 0.01 1.64 DirectClass_sRGB
12 36.36% 2.20 49.43% 194 0.00 4.15 DirectClass_sRGB_Alpha
7 21.21% 0.86 11.34% 27 0.00 1.77 PseudoClass_sRGB
1 3.03% 1.08 2.03% 106 0.00 3.15 PseudoClass_sRGB_Alpha
16 48.48% 1.39 41.59% 19026 0.00 1.82 source_imagemagick
17 51.52% 1.83 58.41% 234 0.00 3.39 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
3293242 0.30735061 27.27% 27.27% 0.91567 1.4364 CR cwebp_1.3.2_z9mt
3362594 0.31459372 6.06% 3.03% 32.14 32.00 CR cwebp_1.3.2_z7mt
3341892 0.31474538 3.03% ···· 11.53 13.97 ·· cwebp_1.3.2_z8mt
3408834 0.32019060 3.03% 3.03% 33.18 33.11 CR cwebp_1.3.2_z6mt
3444662 0.32620469 12.12% 6.06% 36.26 36.27 CR cwebp_1.3.2_z4mt
3448046 0.32649805 6.06% ···· 34.75 34.72 ·· cwebp_1.3.2_z5mt
3464462 0.32968735 6.06% 6.06% 38.03 37.25 CR cwebp_1.3.2_z3mt
3108459 0.33548405 21.21% 21.21% 0.427329 0.474191 ·· cjxl_0.10.1_d0e10
3820428 0.35501453 24.24% 24.24% 41.20 41.28 CR cwebp_1.3.2_z2mt
3529068 0.38206496 ···· ···· 1.1767 3.9464 ·· cjxl_0.10.1_d0e9
4015394 0.38794825 ···· ···· 55.74 56.22 CR cwebp_1.3.2_z1mt
3747876 0.39978910 ···· ···· 2.0419 6.5909 ·· cjxl_0.10.1_d0e8
3870897 0.40274942 ···· ···· 1.1079 3.5003 ·· oxipng_9.0.0_o4
3870897 0.40274942 ···· ···· 0.535205 3.0218 ·· oxipng_9.0.0_o5
3870897 0.40274942 ···· ···· 0.403274 2.8194 ·· oxipng_9.0.0_o6
3915192 0.40828982 ···· ···· 1.9254 5.5157 ·· oxipng_9.0.0_o3
3954051 0.41442386 ···· ···· 6.5156 8.2789 ·· oxipng_9.0.0_o2
4115776 0.44753212 ···· ···· 12.23 14.47 ·· oxipng_9.0.0_o1
4415628 0.46906073 ···· ···· 3.7471 10.88 ·· cjxl_0.10.1_d0e7
4641909 0.50283453 ···· ···· 27.58 37.35 ·· oxipng_9.0.0_o0
4936168 0.52014196 ···· ···· 3.9566 11.40 ·· cjxl_0.10.1_d0e6
5232910 0.55467589 ···· ···· 4.0996 11.48 ·· cjxl_0.10.1_d0e5
6616286 0.63537247 ···· ···· 75.3 71.42 CR cwebp_1.3.2_z0mt
6542293 0.71862111 ···· ···· 5.5446 14.17 ·· cjxl_0.10.1_d0e4
7241698 0.78903840 ···· ···· 10.58 29.78 ·· cjxl_0.10.1_d0e2
9115904 1.0700348 ···· ···· 77.4 98.1 CR cjxl_0.10.1_d0e1
9897439 1.3901958 ···· ···· 8.275 26.64 ·· cjxl_0.10.1_d0e3
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) tag
29 100.00% 1.39 100.00% 226 0.00 2.83 all
1 3.45% 1.17 2.90% 4 0.00 0.92 comic
29 100.00% 1.39 100.00% 226 0.00 2.83 pixel_art_scaled
14 48.28% 0.66 23.12% 186 0.00 2.03 watermark
26 89.66% 1.47 95.11% 244 0.00 2.83 visibly_opaque
3 10.34% 0.66 4.89% 65 0.00 2.74 visibly_transparent
9 31.03% 0.75 16.70% 435 0.00 1.84 DirectClass_sRGB
12 41.38% 2.20 65.57% 194 0.00 4.15 DirectClass_sRGB_Alpha
7 24.14% 0.86 15.04% 27 0.00 1.77 PseudoClass_sRGB
1 3.45% 1.08 2.69% 106 0.00 3.15 PseudoClass_sRGB_Alpha
12 41.38% 0.75 22.51% 213 0.00 2.03 source_imagemagick
17 58.62% 1.83 77.49% 234 0.00 3.39 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
414310 0.151549 24.14% 24.14% 0.96314 1.4829 CR cwebp_1.3.2_z9mt
420146 0.153533 6.90% 3.45% 36.04 35.88 CR cwebp_1.3.2_z7mt
420176 0.153683 3.45% ···· 12.75 15.52 ·· cwebp_1.3.2_z8mt
427246 0.155661 3.45% 3.45% 37.14 37.06 CR cwebp_1.3.2_z6mt
436566 0.158459 13.79% 6.90% 40.5 40.5 CR cwebp_1.3.2_z4mt
437298 0.158705 6.90% ···· 38.8 38.8 ·· cwebp_1.3.2_z5mt
442352 0.160409 6.90% 6.90% 42.5 41.6 CR cwebp_1.3.2_z3mt
456674 0.165397 27.59% 27.59% 46.1 46.2 CR cwebp_1.3.2_z2mt
479480 0.169316 17.24% 17.24% 0.46700 0.51882 ·· cjxl_0.10.1_d0e10
520941 0.178770 ···· ···· 1.2803 4.2951 ·· cjxl_0.10.1_d0e9
497182 0.180356 ···· ···· 62.1 62.7 CR cwebp_1.3.2_z1mt
542623 0.187420 ···· ···· 2.2164 7.160 ·· cjxl_0.10.1_d0e8
582036 0.201673 ···· ···· 4.013 11.46 ·· cjxl_0.10.1_d0e7
629045 0.208002 ···· ···· 1.2017 3.7870 ·· oxipng_9.0.0_o4
629045 0.208002 ···· ···· 0.58073 3.2716 ·· oxipng_9.0.0_o5
629045 0.208002 ···· ···· 0.43656 3.0471 ·· oxipng_9.0.0_o6
649636 0.212783 ···· ···· 2.0948 5.974 ·· oxipng_9.0.0_o3
661398 0.215775 ···· ···· 7.102 9.045 ·· oxipng_9.0.0_o2
627425 0.218792 ···· ···· 4.201 11.87 ·· cjxl_0.10.1_d0e6
661535 0.232995 ···· ···· 4.320 11.77 ·· cjxl_0.10.1_d0e5
712009 0.243708 ···· ···· 13.25 15.79 ·· oxipng_9.0.0_o1
819169 0.280802 ···· ···· 28.20 39.27 ·· oxipng_9.0.0_o0
915246 0.293395 ···· ···· 5.9215 14.58 ·· cjxl_0.10.1_d0e4
918214 0.294606 ···· ···· 10.67 28.20 ·· cjxl_0.10.1_d0e2
2277496 0.395163 ···· ···· 79.8 75.7 CR cwebp_1.3.2_z0mt
1345967 0.495147 ···· ···· 78.8 99.8 ·R cjxl_0.10.1_d0e1
2992186 0.956496 ···· ···· 8.640 25.72 ·· cjxl_0.10.1_d0e3
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
51 100.00% 1.75 100.00% 254917 0.23 0.83 all
6 11.76% 1.66 11.18% 302073 0.18 0.82 digital_painting_like
51 100.00% 1.75 100.00% 254917 0.23 0.83 machine_learning
21 41.18% 1.84 43.37% 251721 0.21 0.83 photo_like
50 98.04% 1.75 98.24% 245600 0.22 0.83 visibly_opaque
1 1.96% 1.57 1.76% 720731 0.46 0.82 visibly_transparent
50 98.04% 1.75 98.24% 245600 0.22 0.83 DirectClass_sRGB
1 1.96% 1.57 1.76% 720731 0.46 0.82 DirectClass_sRGB_Alpha
29 56.86% 1.85 60.17% 252952 0.26 0.84 source_imagemagick
22 43.14% 1.61 39.83% 257507 0.19 0.81 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
81332945 7.3792361 74.51% 74.51% 0.08718485 0.0950443 CR cjxl_0.10.1_d0e10
82341426 7.4274329 19.61% 19.61% 0.223474 0.633321 CR cjxl_0.10.1_d0e9
82504511 7.4577607 1.96% 1.96% 0.304994 0.864772 CR cjxl_0.10.1_d0e8
82837558 7.4849748 1.96% 1.96% 0.935128 2.7301 CR cjxl_0.10.1_d0e7
84703609 7.6483669 ···· ···· 1.3074 3.7789 CR cjxl_0.10.1_d0e6
85390524 7.7203753 ···· ···· 1.7118 5.0470 CR cjxl_0.10.1_d0e5
85890437 7.7865278 ···· ···· 2.8852 7.7513 CR cjxl_0.10.1_d0e4
86675972 7.8361657 ···· ···· 5.5345 22.68 CR cjxl_0.10.1_d0e3
88191713 8.0412587 1.96% 1.96% 0.143721 0.264018 ·· cwebp_1.3.2_z9mt
89012793 8.1338780 ···· ···· 1.9445 1.9439 ·· cwebp_1.3.2_z8mt
89563803 8.1820362 ···· ···· 2.1610 2.1608 ·· cwebp_1.3.2_z7mt
89695777 8.1981540 ···· ···· 3.2164 3.2163 ·· cwebp_1.3.2_z6mt
89738131 8.2041864 ···· ···· 4.2823 4.2813 ·· cwebp_1.3.2_z5mt
89914057 8.2101573 ···· ···· 4.3072 4.3071 ·· cwebp_1.3.2_z4mt
89938719 8.2129839 ···· ···· 4.5543 4.5520 ·· cwebp_1.3.2_z3mt
90336255 8.2824588 ···· ···· 6.2483 6.2494 C· cwebp_1.3.2_z2mt
91577177 8.4741532 ···· ···· 7.5937 7.5958 C· cwebp_1.3.2_z1mt
93540535 8.6410994 ···· ···· 8.505 25.89 CR cjxl_0.10.1_d0e2
100659631 9.2414191 ···· ···· 21.53 20.05 C· cwebp_1.3.2_z0mt
102746482 9.3948328 ···· ···· 32.15 35.94 CR cjxl_0.10.1_d0e1
111643159 10.326451 ···· ···· 0.219743 1.3222 ·· oxipng_9.0.0_o6
111672266 10.329984 ···· ···· 0.285500 1.3833 ·· oxipng_9.0.0_o5
111693432 10.330719 ···· ···· 0.567650 1.4509 ·· oxipng_9.0.0_o4
111715804 10.334980 ···· ···· 0.684481 1.6836 ·· oxipng_9.0.0_o3
112407084 10.384081 ···· ···· 1.6575 2.3840 ·· oxipng_9.0.0_o2
112722196 10.414127 ···· ···· 3.6028 3.6139 ·· oxipng_9.0.0_o1
117436339 10.826943 ···· ···· 14.24 14.47 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
45 100.00% 1.55 100.00% 75544 0.06 1.35 all
45 100.00% 1.55 100.00% 75544 0.06 1.35 algorithmic
2 4.44% 8.52 24.42% 6 0.00 3.79 fractal
27 60.00% 1.14 44.11% 124026 0.10 0.75 jxl_art
16 35.56% 1.37 31.47% 3173 0.00 2.06 larip
45 100.00% 1.55 100.00% 75544 0.06 1.35 visibly_opaque
18 40.00% 1.33 34.26% 129907 0.10 1.63 DirectClass_sRGB
12 26.67% 1.18 20.23% 88396 0.08 0.83 DirectClass_sRGB_Alpha
10 22.22% 0.86 12.33% 28 0.00 0.84 PseudoClass_Gray
5 11.11% 4.63 33.18% 24 0.00 2.63 PseudoClass_sRGB
24 53.33% 1.89 64.91% 4699 0.00 1.85 source_imagemagick
21 46.67% 1.17 35.09% 156510 0.13 0.79 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
13059093 1.6517448 68.89% 68.89% 0.291372 0.326835 CR cjxl_0.10.1_d0e10
14991680 1.9311413 ···· ···· 0.730305 1.50988 CR cjxl_0.10.1_d0e9
16892783 2.1639794 ···· ···· 1.3019 2.6313 CR cjxl_0.10.1_d0e8
17615724 2.2454835 17.78% 13.33% 0.625047 0.941872 ·· cwebp_1.3.2_z9mt
17923386 2.2920414 11.11% 4.44% 10.885 14.316 CR cwebp_1.3.2_z8mt
18072996 2.3116555 6.67% ···· 19.898 20.226 CR cwebp_1.3.2_z7mt
18316586 2.3362940 2.22% ···· 22.336 22.569 CR cwebp_1.3.2_z6mt
18556112 2.3702675 2.22% ···· 24.59 24.59 CR cwebp_1.3.2_z5mt
18530648 2.3751338 2.22% ···· 25.63 26.41 CR cwebp_1.3.2_z4mt
18556482 2.3776635 2.22% ···· 26.63 26.40 C· cwebp_1.3.2_z3mt
18883397 2.4382502 ···· ···· 2.7196 5.5196 ·· cjxl_0.10.1_d0e7
19211628 2.4750852 4.44% 2.22% 28.73 29.05 CR cwebp_1.3.2_z2mt
20940980 2.6747590 4.44% 2.22% 34.30 34.13 CR cwebp_1.3.2_z1mt
22102932 2.8247375 2.22% ···· 0.840208 4.0251 ·· oxipng_9.0.0_o5
22102932 2.8247375 2.22% ···· 0.674693 3.7068 ·· oxipng_9.0.0_o6
22120464 2.8267244 2.22% ···· 1.5254 4.2999 ·· oxipng_9.0.0_o4
22164445 2.8337751 2.22% ···· 2.0018 5.3976 ·· oxipng_9.0.0_o3
22257772 2.8483101 2.22% ···· 5.7068 8.7800 ·· oxipng_9.0.0_o2
22632258 2.8584721 ···· ···· 2.9662 5.9884 ·· cjxl_0.10.1_d0e6
22547024 2.8971230 ···· ···· 8.3924 12.623 ·· oxipng_9.0.0_o1
25122545 3.1138760 ···· ···· 3.1953 6.5319 ·· cjxl_0.10.1_d0e5
24459811 3.1682806 ···· ···· 21.52 30.51 ·· oxipng_9.0.0_o0
28073954 3.6240990 ···· ···· 72.12 67.35 CR cwebp_1.3.2_z0mt
71910314 4.7164930 ···· ···· 4.5427 9.942 ·· cjxl_0.10.1_d0e4
78859260 5.7496263 ···· ···· 12.10 35.68 ·· cjxl_0.10.1_d0e2
97108682 6.1109367 ···· ···· 7.2612 30.13 ·· cjxl_0.10.1_d0e3
50005643 6.1497986 ···· ···· 70.87 83.8 ·R cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
18 100.00% 2.17 100.00% 2821 0.00 2.25 all
18 100.00% 2.17 100.00% 2821 0.00 2.25 algorithmic
2 11.11% 8.52 43.69% 6 0.00 3.79 fractal
16 88.89% 1.37 56.31% 3173 0.00 2.06 larip
18 100.00% 2.17 100.00% 2821 0.00 2.25 visibly_opaque
4 22.22% 2.07 21.27% 12596 0.01 4.81 DirectClass_sRGB
9 50.00% 0.84 19.37% 31 0.00 0.90 PseudoClass_Gray
5 27.78% 4.63 59.36% 24 0.00 2.63 PseudoClass_sRGB
18 100.00% 2.17 100.00% 2821 0.00 2.25 source_imagemagick
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
1075492 0.2595046 38.89% 38.89% 0.510027 0.57659 CR cjxl_0.10.1_d0e10
1210843 0.2842547 ···· ···· 1.2402 3.0032 CR cjxl_0.10.1_d0e9
1236618 0.2867315 33.33% 22.22% 0.84773 1.0827 ·· cwebp_1.3.2_z9mt
1331771 0.3045688 ···· ···· 2.1944 5.1108 CR cjxl_0.10.1_d0e8
1403488 0.3229100 27.78% 11.11% 22.68 30.63 CR cwebp_1.3.2_z8mt
1478461 0.3320600 ···· ···· 4.4229 10.01 ·· cjxl_0.10.1_d0e7
1461704 0.3398987 16.67% ···· 42.68 43.50 CR cwebp_1.3.2_z7mt
1564087 0.3523719 5.56% ···· 1.6840 7.816 ·· oxipng_9.0.0_o5
1564087 0.3523719 5.56% ···· 1.3591 7.243 ·· oxipng_9.0.0_o6
1578083 0.3554124 5.56% ···· 3.0072 8.353 ·· oxipng_9.0.0_o4
1590244 0.3569192 5.56% ···· 3.8670 10.29 ·· oxipng_9.0.0_o3
1550242 0.3591748 5.56% ···· 47.04 47.62 CR cwebp_1.3.2_z6mt
1607136 0.3607322 5.56% ···· 11.02 17.61 ·· oxipng_9.0.0_o2
1652197 0.3685880 ···· ···· 14.50 24.45 ·· oxipng_9.0.0_o1
1646422 0.3823398 5.56% ···· 53.11 55.05 CR cwebp_1.3.2_z4mt
1646346 0.3823510 5.56% ···· 51.31 51.31 ·· cwebp_1.3.2_z5mt
1647892 0.3831182 5.56% ···· 55.07 54.49 C· cwebp_1.3.2_z3mt
1788732 0.4001463 ···· ···· 24.88 45.5 ·· oxipng_9.0.0_o0
1741866 0.4089871 11.11% 5.56% 59.00 59.56 CR cwebp_1.3.2_z2mt
2657065 0.4631304 ···· ···· 4.6284 10.37 ·· cjxl_0.10.1_d0e6
2348202 0.5474777 ···· ···· 123 114 CR cwebp_1.3.2_z0mt
2482738 0.5707745 5.56% ···· 67.86 66.95 ·· cwebp_1.3.2_z1mt
3641203 0.5728558 ···· ···· 4.838 10.85 ·· cjxl_0.10.1_d0e5
10597242 1.267247 ···· ···· 107 130 ·R cjxl_0.10.1_d0e1
42904007 1.710324 ···· ···· 17.76 51.4 ·· cjxl_0.10.1_d0e2
42785144 1.713145 ···· ···· 6.9320 16.03 ·· cjxl_0.10.1_d0e4
64986927 3.936158 ···· ···· 10.77 42.2 ·· cjxl_0.10.1_d0e3
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
27 100.00% 1.14 100.00% 124026 0.10 0.75 all
27 100.00% 1.14 100.00% 124026 0.10 0.75 algorithmic
27 100.00% 1.14 100.00% 124026 0.10 0.75 jxl_art
27 100.00% 1.14 100.00% 124026 0.10 0.75 visibly_opaque
14 51.85% 1.12 50.73% 163425 0.13 0.72 DirectClass_sRGB
12 44.44% 1.18 45.87% 88396 0.08 0.83 DirectClass_sRGB_Alpha
1 3.70% 1.05 3.41% 2 0.00 0.25 PseudoClass_Gray
6 22.22% 1.05 20.44% 10331 0.01 0.63 source_imagemagick
21 77.78% 1.17 79.56% 156510 0.13 0.79 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
11983601 2.5799049 88.89% 88.89% 0.145601 0.160332 CR cjxl_0.10.1_d0e10
13780837 3.0290657 ···· ···· 0.390396 0.51435 CR cjxl_0.10.1_d0e9
15561012 3.4035865 ···· ···· 0.70685 0.97836 CR cjxl_0.10.1_d0e8
16379106 3.5513181 7.41% 7.41% 0.476595 0.84800 ·· cwebp_1.3.2_z9mt
16519898 3.6047956 ···· ···· 3.0211 3.4422 CR cwebp_1.3.2_z8mt
16611292 3.6261600 ···· ···· 4.7100 4.7119 CR cwebp_1.3.2_z7mt
16766344 3.6543735 ···· ···· 5.867 5.867 CR cwebp_1.3.2_z6mt
16909766 3.6955452 ···· ···· 6.770 6.770 CR cwebp_1.3.2_z5mt
16884226 3.7036631 ···· ···· 7.311 7.308 CR cwebp_1.3.2_z4mt
16908590 3.7073603 ···· ···· 7.673 7.674 CR cwebp_1.3.2_z3mt
17404936 3.8423769 ···· ···· 1.5841 2.5259 ·· cjxl_0.10.1_d0e7
17469762 3.8524840 ···· ···· 8.544 8.713 CR cwebp_1.3.2_z2mt
18458242 4.0774153 3.70% 3.70% 11.93 12.25 CR cwebp_1.3.2_z1mt
19975193 4.4553666 ···· ···· 1.8581 3.0662 ·· cjxl_0.10.1_d0e6
20538845 4.4729811 ···· ···· 0.277687 1.4979 ·· oxipng_9.0.0_o5
20538845 4.4729811 ···· ···· 0.218418 1.3492 ·· oxipng_9.0.0_o6
20542381 4.4742657 ···· ···· 0.53759 1.5979 ·· oxipng_9.0.0_o4
20574201 4.4850123 ···· ···· 0.75825 2.1367 ·· oxipng_9.0.0_o3
20650636 4.5066953 ···· ···· 2.1660 2.8941 ·· oxipng_9.0.0_o2
20894827 4.5828130 ···· ···· 4.319 4.735 ·· oxipng_9.0.0_o1
21481342 4.8078894 ···· ···· 2.1003 3.6508 ·· cjxl_0.10.1_d0e5
22671079 5.0137035 ···· ···· 19.28 20.51 CR oxipng_9.0.0_o0
25725752 5.6751798 ···· ···· 38.05 36.01 CR cwebp_1.3.2_z0mt
29125170 6.7187253 ···· ···· 2.9499 5.880 ·· cjxl_0.10.1_d0e4
32121755 7.5607889 ···· ···· 4.922 22.09 ·· cjxl_0.10.1_d0e3
35955253 8.4424947 ···· ···· 8.318 25.20 ·· cjxl_0.10.1_d0e2
39408401 9.4048329 ···· ···· 46.8 53.0 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag
22 100.00% 1.66 100.00% 140632 0.11 0.91 all
1 4.55% 2.07 5.67% 85479 0.04 0.96 glitch
22 100.00% 1.66 100.00% 140632 0.11 0.91 mixed
22 100.00% 1.66 100.00% 140632 0.11 0.91 visibly_opaque
19 86.36% 1.62 84.38% 133534 0.11 0.86 DirectClass_sRGB
3 13.64% 1.90 15.62% 185586 0.10 1.23 DirectClass_sRGB_Alpha
1 4.55% 1.17 3.19% 26611 0.02 2.11 source_gimp
1 4.55% 0.43 1.18% 72842 0.17 0.80 source_gnome_screenshot
19 86.36% 1.62 84.38% 133534 0.11 0.86 source_imagemagick
1 4.55% 4.11 11.25% 457306 0.11 0.78 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
18513736 3.9823774 90.91% 90.91% 0.0954413 0.102691 CR cjxl_0.10.1_d0e10
19081625 4.0633013 ···· ···· 0.288826 0.59686 CR cjxl_0.10.1_d0e9
19220608 4.1013443 4.55% 4.55% 0.47828 0.99226 CR cjxl_0.10.1_d0e8
19540636 4.1666392 ···· ···· 1.2163 2.7517 CR cjxl_0.10.1_d0e7
20382358 4.3452456 ···· ···· 1.5739 3.6745 CR cjxl_0.10.1_d0e6
20893762 4.4483269 ···· ···· 1.9142 4.701 CR cjxl_0.10.1_d0e5
20887085 4.5378550 4.55% 4.55% 0.195382 0.36568 ·· cwebp_1.3.2_z9mt
21231741 4.6020284 ···· ···· 2.2428 2.2473 C· cwebp_1.3.2_z7mt
21216583 4.6159383 ···· ···· 1.6860 1.6865 ·· cwebp_1.3.2_z8mt
21331151 4.6201220 ···· ···· 3.0088 3.0090 C· cwebp_1.3.2_z6mt
21524213 4.6476264 ···· ···· 3.6589 3.6597 C· cwebp_1.3.2_z5mt
21514893 4.6633717 ···· ···· 3.7645 3.7616 C· cwebp_1.3.2_z4mt
21544143 4.6695241 ···· ···· 3.9128 3.9069 C· cwebp_1.3.2_z3mt
23420298 4.8852385 ···· ···· 2.6383 6.721 ·R cjxl_0.10.1_d0e4
22616945 4.9124567 ···· ···· 5.231 5.233 C· cwebp_1.3.2_z2mt
23320331 5.0825364 ···· ···· 7.640 7.642 CR cwebp_1.3.2_z1mt
26196177 5.4302785 ···· ···· 5.037 23.47 ·R cjxl_0.10.1_d0e3
25547509 5.6228779 ···· ···· 26.33 25.09 CR cwebp_1.3.2_z0mt
26894567 5.6775009 ···· ···· 8.093 27.25 ·R cjxl_0.10.1_d0e2
27890801 6.0302506 ···· ···· 0.150987 1.1010 ·· oxipng_9.0.0_o6
27890811 6.0303580 ···· ···· 0.196776 1.1821 ·· oxipng_9.0.0_o5
27893704 6.0349273 ···· ···· 0.41106 1.2435 ·· oxipng_9.0.0_o4
27926228 6.0422823 ···· ···· 0.60744 1.7038 ·· oxipng_9.0.0_o3
28251132 6.0890267 ···· ···· 1.7362 2.2033 ·· oxipng_9.0.0_o2
28978596 6.1691418 ···· ···· 39.7 46.5 CR cjxl_0.10.1_d0e1
28725710 6.2317378 ···· ···· 3.6988 3.7205 ·· oxipng_9.0.0_o1
30420522 6.5922471 ···· ···· 16.62 16.83 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean)
images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag
21 100.00% 0.99 100.00% 62692 0.08 0.97 all
21 100.00% 0.99 100.00% 62692 0.08 0.97 misc
19 90.48% 1.05 96.11% 63377 0.08 0.97 visibly_opaque
2 9.52% 0.40 3.89% 56192 0.13 1.00 visibly_transparent
12 57.14% 1.15 66.96% 83692 0.10 0.81 DirectClass_sRGB
5 23.81% 0.57 13.69% 62377 0.11 1.35 DirectClass_sRGB_Alpha
3 14.29% 1.29 18.75% 113 0.00 0.83 PseudoClass_Gray
1 4.76% 0.13 0.61% 14 0.00 1.52 PseudoClass_sRGB
16 76.19% 1.06 82.27% 69400 0.09 0.87 source_imagemagick
1 4.76% 1.50 7.25% 6552 0.00 0.84 source_sdl
4 19.05% 0.54 10.48% 49895 0.07 1.43 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
10185576 4.7895605 61.90% 61.90% 0.180013 0.193615 CR cjxl_0.10.1_d0e10
10421516 4.8157019 28.57% 19.05% 0.30687 0.54735 CR cwebp_1.3.2_z9mt
10520556 4.8692533 9.52% ···· 6.056 6.055 CR cwebp_1.3.2_z7mt
10530964 4.8706908 14.29% ···· 3.4531 3.9848 ·· cwebp_1.3.2_z8mt
10581678 4.8910291 4.76% ···· 7.413 7.617 CR cwebp_1.3.2_z6mt
10610970 4.9021313 4.76% ···· 8.374 8.372 CR cwebp_1.3.2_z5mt
10619420 4.9155828 4.76% ···· 8.172 8.172 ·· cwebp_1.3.2_z4mt
10623564 4.9220310 4.76% ···· 8.206 8.206 ·· cwebp_1.3.2_z3mt
11033576 5.1702806 9.52% ···· 10.93 10.92 CR cwebp_1.3.2_z2mt
11119486 5.1900917 ···· ···· 0.46950 1.2734 ·· cjxl_0.10.1_d0e9
11364033 5.3268475 ···· ···· 0.82559 1.9885 ·· cjxl_0.10.1_d0e8
11358378 5.3562528 4.76% ···· 15.24 15.24 CR cwebp_1.3.2_z1mt
12066478 5.6163310 ···· ···· 1.7511 4.759 ·· cjxl_0.10.1_d0e7
12752568 5.8837010 4.76% ···· 0.33397 1.6200 ·· oxipng_9.0.0_o5
12752568 5.8837010 4.76% ···· 0.259125 1.5314 ·· oxipng_9.0.0_o6
12756109 5.8842965 4.76% ···· 0.64382 1.8626 ·· oxipng_9.0.0_o4
12777240 5.8912551 4.76% ···· 0.88065 2.4280 ·· oxipng_9.0.0_o3
12750523 5.8923926 ···· ···· 2.1105 6.029 ·· cjxl_0.10.1_d0e6
12828605 5.9112838 4.76% ···· 2.583 3.676 ·· oxipng_9.0.0_o2
13044240 6.0327429 4.76% ···· 4.952 5.904 ·· oxipng_9.0.0_o1
13059014 6.0363949 ···· ···· 2.450 6.726 ·· cjxl_0.10.1_d0e5
13832683 6.3338460 4.76% ···· 16.30 19.38 CR oxipng_9.0.0_o0
14869024 6.4665583 ···· ···· 32.3 29.8 CR cwebp_1.3.2_z0mt
14613889 6.7486537 ···· ···· 3.569 9.310 ·· cjxl_0.10.1_d0e4
16079867 7.6637968 ···· ···· 6.465 22.9 ·· cjxl_0.10.1_d0e3
17443551 7.7961352 ···· ···· 9.144 25.5 ·· cjxl_0.10.1_d0e2
18874665 8.4231243 ···· ···· 40.7 47.1 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
106 100.00% 2.17 100.00% 108919 0.09 0.92 all 3 2.83% 7.65 9.96% 282036 0.03 0.80 scan
18 16.98% 1.57 12.27% 194320 0.19 1.03 album_art 2 1.89% 0.40 0.35% 46824 0.13 0.92 stereogram
3 2.83% 1.82 2.37% 116147 0.06 0.85 blend 2 1.89% 0.92 0.80% 16480 0.02 0.75 thumbnail
1 0.94% 0.08 0.04% 45979 0.57 0.82 boxed 3 2.83% 4.39 5.72% 7306 0.00 0.75 vector
14 13.21% 3.63 22.05% 25988 0.01 0.96 chart 98 92.45% 1.95 82.90% 111852 0.09 0.93 visibly_opaque
11 10.38% 4.19 19.98% 88057 0.03 0.84 comic 8 7.55% 4.93 17.10% 72993 0.06 0.89 visibly_transparent
3 2.83% 1.12 1.45% 25396 0.03 0.88 dither_mean 70 66.04% 1.79 54.40% 123300 0.10 0.85 DirectClass_sRGB
2 1.89% 8.25 7.16% 422948 0.05 0.73 drawing 24 22.64% 2.96 30.81% 121348 0.10 1.14 DirectClass_sRGB_Alpha
3 2.83% 4.61 6.00% 60717 0.04 0.87 edit 10 9.43% 3.27 14.17% 196 0.00 0.86 PseudoClass_Gray
1 0.94% 2.07 0.90% 85479 0.04 0.96 glitch 2 1.89% 0.71 0.62% 45 0.00 1.28 PseudoClass_sRGB
2 1.89% 1.72 1.49% 146688 0.09 0.80 gregstump 2 1.89% 1.04 0.91% 28239 0.03 1.43 source_gimp
2 1.89% 0.83 0.72% 23118 0.28 0.82 lossy 1 0.94% 0.43 0.19% 72842 0.17 0.80 source_gnome_screenshot
21 19.81% 0.99 8.98% 62692 0.08 0.97 misc 74 69.81% 2.23 71.52% 85045 0.07 0.87 source_imagemagick
22 20.75% 1.66 15.85% 140632 0.11 0.91 mixed 2 1.89% 1.79 1.55% 59126 0.03 0.80 source_sdl
6 5.66% 2.39 6.22% 31417 0.08 0.82 optical_illusion 20 18.87% 2.01 17.42% 198220 0.17 1.00 source_unknown
1 0.94% 0.08 0.04% 45979 0.57 0.82 painting 7 6.60% 2.77 8.43% 148591 0.07 1.21 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
105662064 4.8243064 75.47% 75.47% 0.1370761 0.1484480 CR cjxl_0.10.1_d0e10
114112944 4.9182121 17.92% 16.04% 0.335543 0.610745 CR cwebp_1.3.2_z9mt
112183579 5.0388576 2.83% 2.83% 0.405625 1.56924 CR cjxl_0.10.1_d0e9
113766678 5.1080428 0.94% 0.94% 0.712485 2.70217 CR cjxl_0.10.1_d0e8
117761780 5.1567143 2.83% ···· 3.51014 3.72135 CR cwebp_1.3.2_z8mt
118321896 5.1593121 1.89% ···· 5.0995 5.0929 CR cwebp_1.3.2_z7mt
119277402 5.1878191 0.94% ···· 6.3852 6.4108 CR cwebp_1.3.2_z6mt
119797450 5.2024371 0.94% ···· 7.4502 7.4496 CR cwebp_1.3.2_z5mt
120234406 5.2166482 0.94% ···· 7.5246 7.5414 CR cwebp_1.3.2_z4mt
120290218 5.2174654 0.94% ···· 7.7647 7.7542 CR cwebp_1.3.2_z3mt
117044368 5.3342077 0.94% 0.94% 1.54404 5.7587 ·· cjxl_0.10.1_d0e7
123806874 5.3838995 1.89% ···· 10.213 10.202 CR cwebp_1.3.2_z2mt
126959340 5.5336388 0.94% ···· 13.787 13.825 CR cwebp_1.3.2_z1mt
122198434 5.5355059 ···· ···· 1.90881 7.1341 ·· cjxl_0.10.1_d0e6
124904123 5.6504669 ···· ···· 2.26905 8.3052 ·· cjxl_0.10.1_d0e5
134292757 6.0480583 ···· ···· 3.1734 10.679 ·· cjxl_0.10.1_d0e4
144586278 6.1999962 0.94% ···· 0.2362544 1.51152 ·· oxipng_9.0.0_o6
144586288 6.2000185 0.94% ···· 0.3024230 1.57435 ·· oxipng_9.0.0_o5
144605021 6.2019148 0.94% ···· 0.586804 1.71947 ·· oxipng_9.0.0_o4
144788941 6.2095850 0.94% ···· 0.842736 2.35119 ·· oxipng_9.0.0_o3
145540510 6.2349243 0.94% ···· 2.48105 3.3322 ·· oxipng_9.0.0_o2
147655363 6.3411123 0.94% ···· 5.2036 5.6857 ·· oxipng_9.0.0_o1
147888754 6.3536694 ···· ···· 32.44 30.25 CR cwebp_1.3.2_z0mt
141996936 6.4459295 ···· ···· 6.0791 27.73 ·· cjxl_0.10.1_d0e3
156120416 6.6582454 0.94% ···· 17.337 19.742 ·· oxipng_9.0.0_o0
151743922 6.8374404 ···· ···· 9.5397 32.23 ·R cjxl_0.10.1_d0e2
165184828 7.3158401 ···· ···· 47.37 54.01 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean)| tag | share | share colors (mean)| tag
75 100.00% 0.05 100.00% 4301 0.13 0.83 all 33 44.00% 0.06 53.93% 625 0.01 0.82 pixel_art
1 1.33% 0.09 2.62% 2096 0.02 0.77 algorithmic 1 1.33% 0.06 1.75% 255 0.00 1.02 reduced_palette
1 1.33% 0.08 2.36% 45979 0.57 0.82 boxed 2 2.67% 0.04 2.21% 2063 0.03 0.92 sprite_sheet
2 2.67% 0.09 5.35% 254 0.00 0.37 digital_painting 2 2.67% 0.08 4.65% 993 0.01 0.97 text
3 4.00% 0.03 2.96% 6992 0.21 0.81 edit 2 2.67% 0.05 2.98% 2408 0.06 1.08 ui
1 1.33% 0.04 1.12% 4644 0.12 0.77 emoji 57 76.00% 0.05 80.83% 4985 0.13 0.83 visibly_opaque
1 1.33% 0.10 2.91% 1731 0.02 0.91 game 18 24.00% 0.04 19.17% 2136 0.14 0.84 visibly_transparent
2 2.67% 0.04 2.21% 2063 0.03 0.92 game_asset 2 2.67% 0.06 3.62% 1744 0.03 1.08 DirectClass_Gray_Alpha
24 32.00% 0.02 11.87% 4940 0.29 0.84 icon 20 26.67% 0.05 26.55% 12065 0.31 0.82 DirectClass_sRGB
1 1.33% 0.09 2.62% 2096 0.02 0.77 jxl_art 18 24.00% 0.02 11.51% 4228 0.21 0.86 DirectClass_sRGB_Alpha
3 4.00% 0.07 6.24% 2214 0.03 1.01 logo 1 1.33% 0.07 2.13% 2 0.00 0.37 PseudoClass_Gray
3 4.00% 0.07 5.77% 35368 0.45 0.84 lossy 31 41.33% 0.05 49.41% 38 0.00 0.85 PseudoClass_sRGB
1 1.33% 0.09 2.62% 28106 0.31 0.86 misc 3 4.00% 0.08 6.79% 175 0.00 0.55 PseudoClass_sRGB_Alpha
2 2.67% 0.03 1.97% 8124 0.24 0.81 mixed 29 38.67% 0.02 20.33% 4459 0.24 0.86 source_app
1 1.33% 0.08 2.36% 45979 0.57 0.82 painting 43 57.33% 0.06 71.69% 4434 0.07 0.84 source_imagemagick
4 5.33% 0.05 5.39% 19262 0.32 0.82 photo 3 4.00% 0.09 7.98% 868 0.01 0.51 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
bpp (mean) unique mins | |Pareto front for bpp and real time
B | mins | Mpx/s CPU (mean) || best of
1225446 3.63700 54.67% 52.00% 0.22247 0.23055 CR cjxl_0.10.1_d0e10
1262189 3.71737 2.67% ···· 0.5650 0.6021 CR cjxl_0.10.1_d0e9
1261159 3.77564 21.33% 20.00% 0.10686 0.15743 ·· cwebp_1.3.2_z9mt
1289587 3.77756 2.67% 1.33% 0.8082 0.8952 CR cjxl_0.10.1_d0e8
1289817 3.83544 5.33% 4.00% 2.490 3.761 CR cwebp_1.3.2_z8mt
1323842 3.83762 4.00% 4.00% 1.569 1.844 ·· cjxl_0.10.1_d0e7
1292431 3.84355 6.67% 2.67% 7.01 7.02 CR cwebp_1.3.2_z6mt
1292279 3.84432 5.33% 1.33% 6.717 6.700 ·· cwebp_1.3.2_z7mt
1297035 3.85116 2.67% ···· 7.82 7.79 CR cwebp_1.3.2_z5mt
1350592 3.90609 ···· ···· 1.677 2.040 ·· cjxl_0.10.1_d0e6
1326461 3.95826 4.00% 1.33% 9.20 9.21 CR cwebp_1.3.2_z4mt
1328567 3.96604 2.67% ···· 9.35 9.37 CR cwebp_1.3.2_z3mt
1384568 3.97327 1.33% 1.33% 1.758 2.239 ·· cjxl_0.10.1_d0e5
1400809 4.18022 4.00% 2.67% 11.7 11.6 CR cwebp_1.3.2_z2mt
1561032 4.29525 ···· ···· 2.165 3.381 ·· cjxl_0.10.1_d0e4
1472631 4.42057 ···· ···· 14.2 14.0 CR cwebp_1.3.2_z1mt
1720829 4.67232 ···· ···· 2.806 4.84 ·· cjxl_0.10.1_d0e3
1631847 4.79183 ···· ···· 21.8 21.5 CR cwebp_1.3.2_z0mt
1748453 4.85377 ···· ···· 3.89 5.34 ·· cjxl_0.10.1_d0e2
1624563 4.87643 ···· ···· 0.27420 1.391 ·· oxipng_9.0.0_o6
1624921 4.87756 ···· ···· 0.33464 1.435 ·· oxipng_9.0.0_o5
1626279 4.88725 ···· ···· 0.6039 1.679 ·· oxipng_9.0.0_o4
1629963 4.89549 ···· ···· 0.7384 1.961 ·· oxipng_9.0.0_o3
1636446 4.90184 ···· ···· 2.226 3.320 ·· oxipng_9.0.0_o2
1681224 5.04940 ···· ···· 3.43 5.08 ·· oxipng_9.0.0_o1
1741838 5.22729 ···· ···· 6.36 10.8 ·· oxipng_9.0.0_o0
2074750 5.55102 ···· ···· 9.24 9.82 ·· cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
447 100.00% 0.36 100.00% 38565 0.11 0.93 all 1 0.22% 0.08 0.05% 45979 0.57 0.82 painting
4 0.89% 0.64 1.56% 90616 0.13 0.83 3d 65 14.54% 0.51 20.17% 73192 0.16 0.85 photo
32 7.16% 0.25 4.91% 15063 0.06 0.88 albedo 10 2.24% 0.57 3.48% 129303 0.24 0.82 photo_like
8 1.79% 0.60 2.96% 115184 0.25 1.24 album_art 71 15.88% 0.19 8.17% 475 0.00 0.89 pixel_art
12 2.68% 0.47 3.49% 27185 0.04 1.01 algorithmic 19 4.25% 0.55 6.38% 711 0.00 1.99 pixel_art_scaled
2 0.45% 0.22 0.27% 60575 0.39 0.82 boxed 6 1.34% 0.30 1.10% 139 0.00 0.87 reduced_palette
4 0.89% 0.66 1.63% 3856 0.01 1.00 chart 8 1.79% 0.28 1.37% 1714 0.01 1.10 sprite_sheet
29 6.49% 0.68 12.12% 78086 0.11 0.75 digital_painting 2 0.45% 0.40 0.49% 46824 0.13 0.92 stereogram
1 0.22% 0.87 0.54% 55942 0.06 0.88 dither_mean 21 4.70% 0.38 4.93% 2720 0.01 0.95 text
11 2.46% 0.48 3.25% 52459 0.14 0.81 edit 64 14.32% 0.25 9.82% 33295 0.14 0.86 texture
3 0.67% 0.54 1.00% 4703 0.04 0.94 emoji 2 0.45% 0.92 1.13% 16480 0.02 0.75 thumbnail
3 0.67% 0.64 1.18% 91576 0.14 0.80 film 23 5.15% 0.48 6.80% 27334 0.05 1.07 ui
1 0.22% 0.26 0.16% 6 0.00 0.37 fractal 35 7.83% 0.65 13.88% 85388 0.13 1.17 watermark
18 4.03% 0.47 5.16% 7802 0.02 0.84 game 355 79.42% 0.40 86.16% 41590 0.11 0.93 visibly_opaque
9 2.01% 0.33 1.85% 7314 0.02 1.06 game_asset 92 20.58% 0.24 13.84% 26894 0.12 0.91 visibly_transparent
24 5.37% 0.02 0.25% 4940 0.29 0.84 icon 5 1.12% 0.16 0.50% 915 0.01 1.13 DirectClass_Gray_Alpha
4 0.89% 0.49 1.22% 81484 0.11 0.66 jxl_art 233 52.13% 0.45 64.87% 59879 0.16 0.88 DirectClass_sRGB
1 0.22% 0.87 0.54% 224155 0.26 0.87 kaleidoscope 108 24.16% 0.28 18.54% 30333 0.13 1.00 DirectClass_sRGB_Alpha
7 1.57% 0.49 2.11% 39 0.00 1.30 larip 16 3.58% 0.41 4.02% 87 0.00 0.87 PseudoClass_Gray
56 12.53% 0.21 7.34% 27049 0.13 0.85 logo 79 17.67% 0.23 11.30% 55 0.00 0.97 PseudoClass_sRGB
40 8.95% 0.45 11.17% 58814 0.16 0.86 lossy 6 1.34% 0.21 0.76% 102 0.00 0.87 PseudoClass_sRGB_Alpha
21 4.70% 0.51 6.53% 147425 0.32 0.83 machine_learning 88 19.69% 0.17 8.95% 18716 0.16 0.87 source_app
12 2.68% 0.39 2.87% 33654 0.09 1.10 misc 41 9.17% 0.27 6.68% 41699 0.17 0.82 source_gimp
5 1.12% 0.30 0.92% 39366 0.17 0.75 mixed 6 1.34% 0.45 1.64% 17908 0.04 0.97 source_gnome_screenshot
2 0.45% 0.79 0.97% 4733 0.01 1.03 mosaic 272 60.85% 0.42 70.54% 41846 0.09 0.92 source_imagemagick
32 7.16% 0.25 4.91% 51528 0.21 0.84 normal 9 2.01% 0.56 3.12% 102445 0.22 1.15 source_unknown
3 0.67% 0.38 0.70% 55528 0.15 0.89 optical_illusion 31 6.94% 0.48 9.05% 47436 0.08 1.23 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
89324176 4.2280782 63.98% 63.53% 0.1975310 0.2105551 CR cjxl_0.10.1_d0e10
90962833 4.3128217 5.59% 5.15% 0.533828 0.647636 CR cjxl_0.10.1_d0e9
92419237 4.3983549 1.57% 1.34% 0.844539 1.04605 CR cjxl_0.10.1_d0e8
94898092 4.5067223 0.67% 0.67% 1.84145 2.5037 CR cjxl_0.10.1_d0e7
95972401 4.5267364 19.46% 19.02% 0.2631595 0.450639 ·· cwebp_1.3.2_z9mt
98286799 4.6248477 2.68% 1.12% 4.0873 4.9682 CR cwebp_1.3.2_z8mt
98762929 4.6414355 2.46% 0.67% 7.7652 7.7796 CR cwebp_1.3.2_z7mt
99059913 4.6515133 1.34% 0.67% 8.4574 8.5083 CR cwebp_1.3.2_z6mt
98489175 4.6590684 ···· ···· 2.0860 2.9285 ·· cjxl_0.10.1_d0e6
99372705 4.6625187 1.12% 0.22% 9.5407 9.5308 CR cwebp_1.3.2_z5mt
99468139 4.6873707 1.79% 0.89% 10.058 10.127 CR cwebp_1.3.2_z4mt
99551161 4.6923678 0.89% 0.45% 10.347 10.293 CR cwebp_1.3.2_z3mt
100700320 4.7606175 0.22% 0.22% 2.3343 3.4246 ·· cjxl_0.10.1_d0e5
102668687 4.8630073 2.24% 1.79% 13.183 13.181 CR cwebp_1.3.2_z2mt
106451727 5.0544401 ···· ···· 17.374 17.294 CR cwebp_1.3.2_z1mt
107700382 5.0667453 0.22% 0.22% 3.4092 5.9161 ·· cjxl_0.10.1_d0e4
114843334 5.4285578 ···· ···· 5.5539 14.294 ·· cjxl_0.10.1_d0e3
121071481 5.6833952 ···· ···· 7.5863 16.42 ·· cjxl_0.10.1_d0e2
121356479 5.7594721 ···· ···· 32.59 31.10 CR cwebp_1.3.2_z0mt
123551724 5.7757428 0.67% ···· 0.270068 1.60291 ·· oxipng_9.0.0_o6
123575105 5.7766817 0.67% ···· 0.342327 1.68403 ·· oxipng_9.0.0_o5
123660381 5.7815606 0.67% ···· 0.654226 1.87085 ·· oxipng_9.0.0_o4
123825212 5.7899749 0.45% ···· 0.880239 2.4133 ·· oxipng_9.0.0_o3
124581140 5.8179767 0.45% ···· 2.6001 3.6761 ·· oxipng_9.0.0_o2
126149786 5.9070501 0.22% ···· 4.8421 5.9377 ·· oxipng_9.0.0_o1
131844527 6.1610073 0.22% ···· 13.703 18.01 ·· oxipng_9.0.0_o0
132740705 6.3199719 ···· ···· 31.28 35.91 ·R cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
287 100.00% 1.73 100.00% 137590 0.08 0.98 all 1 0.35% 2.36 0.48% 59557 0.03 0.81 panorama
51 17.77% 2.07 21.27% 151022 0.07 0.86 3d 28 9.76% 1.52 8.57% 215829 0.15 0.85 photo
7 2.44% 1.68 2.37% 294867 0.17 0.89 album_art 8 2.79% 1.66 2.67% 390261 0.23 0.82 photo_like
31 10.80% 1.40 8.76% 91425 0.07 1.31 algorithmic 2 0.70% 1.61 0.65% 12488 0.01 1.26 pixel_art
3 1.05% 1.82 1.10% 116147 0.06 0.85 blend 10 3.48% 1.77 3.56% 5827 0.00 2.71 pixel_art_scaled
8 2.79% 1.86 2.99% 142873 0.09 0.80 boxed 2 0.70% 1.61 0.65% 12488 0.01 1.26 sprite_sheet
5 1.74% 1.30 1.31% 9388 0.01 0.93 chart 3 1.05% 1.51 0.91% 8162 0.01 1.08 text
1 0.35% 2.07 0.42% 456202 0.22 0.84 collage 4 1.39% 1.05 0.84% 28485 0.03 0.82 texture
6 2.09% 1.83 2.20% 62064 0.03 0.83 comic 34 11.85% 1.74 11.90% 69396 0.04 0.94 ui
2 0.70% 1.05 0.42% 31449 0.03 0.88 diffuse 2 0.70% 1.88 0.76% 15981 0.01 1.02 vector
34 11.85% 1.67 11.45% 117964 0.07 0.82 digital_painting 20 6.97% 1.71 6.87% 174711 0.10 1.08 watermark
6 2.09% 1.66 2.01% 302073 0.18 0.82 digital_painting_like 274 95.47% 1.73 95.58% 136819 0.08 0.97 visibly_opaque
2 0.70% 1.24 0.50% 10122 0.01 0.88 dither_mean 13 4.53% 1.69 4.42% 153837 0.10 1.04 visibly_transparent
9 3.14% 1.74 3.16% 107154 0.07 0.83 edit 1 0.35% 1.42 0.29% 223 0.00 0.68 DirectClass_Gray_Alpha
18 6.27% 1.96 7.11% 142328 0.08 0.78 film 222 77.35% 1.77 79.04% 154772 0.09 0.94 DirectClass_sRGB
58 20.21% 2.02 23.56% 130328 0.06 0.88 game 47 16.38% 1.56 14.75% 109079 0.07 1.15 DirectClass_sRGB_Alpha
10 3.48% 1.45 2.92% 22642 0.02 1.02 game_asset 9 3.14% 1.80 3.26% 167 0.00 0.70 PseudoClass_Gray
8 2.79% 1.82 2.93% 68722 0.04 0.97 glitch 7 2.44% 1.74 2.45% 62 0.00 1.17 PseudoClass_sRGB
2 0.70% 1.72 0.69% 146688 0.09 0.80 gregstump 1 0.35% 1.08 0.22% 106 0.00 3.15 PseudoClass_sRGB_Alpha
22 7.67% 1.14 5.04% 126531 0.10 0.77 jxl_art 3 1.05% 1.87 1.13% 66930 0.03 1.12 source_app
9 3.14% 2.06 3.73% 5610 0.00 2.65 larip 2 0.70% 1.62 0.65% 241406 0.12 1.47 source_gimp
39 13.59% 1.74 13.62% 128582 0.08 0.84 lossy 4 1.39% 2.05 1.65% 42650 0.02 0.91 source_gnome_screenshot
24 8.36% 1.81 8.76% 328503 0.19 0.82 machine_learning 212 73.87% 1.77 75.63% 129186 0.08 0.95 source_imagemagick
8 2.79% 1.55 2.50% 114054 0.08 0.81 misc 2 0.70% 1.79 0.72% 59126 0.03 0.80 source_sdl
15 5.23% 1.62 4.88% 139900 0.09 0.96 mixed 19 6.62% 1.44 5.49% 125234 0.08 0.90 source_unknown
2 0.70% 1.05 0.42% 25520 0.02 0.76 normal 45 15.68% 1.63 14.73% 194423 0.12 1.10 source_web
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
281341060 4.5370982 72.82% 72.82% 0.1316199 0.1454001 CR cjxl_0.10.1_d0e10
287950987 4.6628812 4.18% 4.18% 0.3602529 0.5867505 CR cjxl_0.10.1_d0e9
292262066 4.7394768 1.05% 1.05% 0.6168351 1.03395 CR cjxl_0.10.1_d0e8
299358353 4.8658232 0.35% 0.35% 1.41446 2.55860 CR cjxl_0.10.1_d0e7
306763051 4.9350027 18.12% 17.42% 0.3410996 0.6052171 ·· cwebp_1.3.2_z9mt
314902411 5.0801771 1.39% ···· 3.56915 3.87606 CR cwebp_1.3.2_z8mt
317039017 5.1123048 1.74% 0.35% 5.56869 5.58685 CR cwebp_1.3.2_z7mt
318711033 5.1388542 0.70% ···· 7.24582 7.21390 CR cwebp_1.3.2_z6mt
316010074 5.1404027 ···· ···· 1.75918 3.30985 ·· cjxl_0.10.1_d0e6
319971317 5.1590529 0.70% ···· 8.18468 8.18337 CR cwebp_1.3.2_z5mt
320197261 5.1615467 0.70% ···· 8.42494 8.45083 CR cwebp_1.3.2_z4mt
320443917 5.1652916 1.05% 0.35% 8.84521 8.80298 CR cwebp_1.3.2_z3mt
323084228 5.2593943 ···· ···· 2.11426 4.16048 ·· cjxl_0.10.1_d0e5
326918489 5.2721986 2.09% 1.39% 10.283 10.318 CR cwebp_1.3.2_z2mt
338133637 5.4566585 1.05% 0.35% 13.451 13.477 CR cwebp_1.3.2_z1mt
347094305 5.7021493 0.35% 0.35% 3.12267 6.7673 ·· cjxl_0.10.1_d0e4
370964651 6.1063590 ···· ···· 5.7781 27.041 ·R cjxl_0.10.1_d0e3
386695395 6.2864450 ···· ···· 33.600 31.460 CR cwebp_1.3.2_z0mt
392167908 6.2865379 ···· ···· 0.2458405 1.57202 ·· oxipng_9.0.0_o6
392196622 6.2870203 ···· ···· 0.3129080 1.63557 ·· oxipng_9.0.0_o5
392282732 6.2886281 ···· ···· 0.6114404 1.76712 ·· oxipng_9.0.0_o4
392649552 6.2946157 ···· ···· 0.851684 2.33645 ·· oxipng_9.0.0_o3
395328474 6.3348693 ···· ···· 2.47564 3.35381 ·· oxipng_9.0.0_o2
400128853 6.4196197 ···· ···· 4.95120 5.40013 ·· oxipng_9.0.0_o1
395568923 6.5276030 ···· ···· 9.4885 31.440 ·· cjxl_0.10.1_d0e2
421386318 6.7622268 ···· ···· 18.630 20.333 ·· oxipng_9.0.0_o0
426560985 7.0339136 ···· ···· 51.548 61.36 CR cjxl_0.10.1_d0e1
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
60 100.00% 6.33 100.00% 212547 0.04 1.26 all 3 5.00% 6.57 5.19% 290339 0.05 0.86 photo_like
10 16.67% 6.92 18.21% 288636 0.04 0.85 3d 4 6.67% 6.31 6.65% 59155 0.01 5.46 pixel_art_scaled
3 5.00% 3.90 3.08% 170740 0.04 0.78 album_art 3 5.00% 7.65 6.04% 282036 0.03 0.80 scan
2 3.33% 10.29 5.41% 119546 0.03 4.00 algorithmic 1 1.67% 12.06 3.17% 17006 0.00 1.06 sprite_sheet
5 8.33% 8.34 10.97% 60293 0.01 0.96 chart 1 1.67% 4.26 1.12% 259098 0.06 0.92 ui
6 10.00% 6.05 9.55% 99374 0.02 0.86 comic 4 6.67% 4.90 5.16% 6958 0.00 0.79 vector
10 16.67% 6.14 16.17% 301061 0.06 0.86 digital_painting 5 8.33% 6.88 9.06% 189606 0.03 0.81 watermark
2 3.33% 8.25 4.34% 422948 0.05 0.73 drawing 53 88.33% 6.03 84.14% 225775 0.04 1.31 visibly_opaque
4 6.67% 5.15 5.42% 93390 0.02 0.91 edit 7 11.67% 8.61 15.86% 112393 0.02 0.88 visibly_transparent
1 1.67% 16.78 4.42% 7 0.00 7.21 fractal 38 63.33% 6.09 60.95% 275505 0.05 0.84 DirectClass_sRGB
8 13.33% 7.81 16.44% 337221 0.04 0.87 game 16 26.67% 6.58 27.73% 142657 0.03 2.02 DirectClass_sRGB_Alpha
1 1.67% 12.06 3.17% 17006 0.00 1.06 game_asset 5 8.33% 5.25 6.90% 221 0.00 0.86 PseudoClass_Gray
1 1.67% 3.79 1.00% 239084 0.06 0.78 jxl_art 1 1.67% 16.78 4.42% 7 0.00 7.21 PseudoClass_sRGB
2 3.33% 4.39 2.31% 138196 0.03 0.95 lossy 1 1.67% 12.06 3.17% 17006 0.00 1.06 source_app
6 10.00% 5.83 9.21% 336795 0.05 0.85 machine_learning 1 1.67% 4.26 1.12% 259098 0.06 0.92 source_gnome_screenshot
1 1.67% 3.61 0.95% 256 0.00 0.76 misc 39 65.00% 6.90 70.79% 209974 0.03 1.01 source_imagemagick
2 3.33% 5.40 2.84% 399287 0.08 0.90 mixed 5 8.33% 4.71 6.20% 195770 0.04 0.79 source_unknown
3 5.00% 4.39 3.47% 7306 0.00 0.75 optical_illusion 14 23.33% 5.08 18.71% 236349 0.05 2.17 source_web
1 1.67% 4.37 1.15% 37531 0.01 0.84 photo
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
198747243 4.3825690 86.67% 86.67% 0.1316493 0.1448965 CR cjxl_0.10.1_d0e10
208318761 4.5933653 ···· ···· 0.4140537 5.09812 CR cjxl_0.10.1_d0e9
210098395 4.6374015 ···· ···· 0.731516 8.21519 CR cjxl_0.10.1_d0e8
213325867 4.7097576 ···· ···· 1.70840 17.116 CR cjxl_0.10.1_d0e7
220310358 4.8741644 10.00% 8.33% 0.5174196 0.909500 ·· cwebp_1.3.2_z9mt
223736955 4.9297573 ···· ···· 2.13244 20.470 CR cjxl_0.10.1_d0e6
223161478 4.9342970 1.67% ···· 4.19710 4.48361 C· cwebp_1.3.2_z8mt
224627636 4.9697937 1.67% ···· 7.28194 7.29115 C· cwebp_1.3.2_z7mt
225434524 4.9913404 ···· ···· 8.29246 8.29443 C· cwebp_1.3.2_z6mt
225997346 5.0043316 ···· ···· 9.7862 9.7987 C· cwebp_1.3.2_z5mt
227090920 5.0285908 ···· ···· 9.8451 9.8119 C· cwebp_1.3.2_z4mt
228299617 5.0307680 ···· ···· 2.52217 23.122 ·R cjxl_0.10.1_d0e5
227208608 5.0314572 ···· ···· 10.203 10.225 C· cwebp_1.3.2_z3mt
231754742 5.1381201 1.67% 1.67% 12.179 12.179 C· cwebp_1.3.2_z2mt
234579800 5.2032265 ···· ···· 15.110 15.088 C· cwebp_1.3.2_z1mt
278874185 5.5772024 1.67% 1.67% 2.79454 23.959 ·R cjxl_0.10.1_d0e4
305659939 5.8951959 ···· ···· 6.3911 40.95 ·R cjxl_0.10.1_d0e3
267159346 5.9364967 ···· ···· 34.426 33.372 C· cwebp_1.3.2_z0mt
299810628 6.0655996 ···· ···· 10.631 50.05 ·R cjxl_0.10.1_d0e2
274867465 6.1168932 ···· ···· 0.2615108 1.66366 ·· oxipng_9.0.0_o6
274870308 6.1169679 ···· ···· 0.3334722 1.73225 ·· oxipng_9.0.0_o5
274912743 6.1177209 ···· ···· 0.647537 1.87748 ·· oxipng_9.0.0_o4
275202244 6.1243123 ···· ···· 0.909596 2.54515 ·· oxipng_9.0.0_o3
277028724 6.1698801 ···· ···· 2.71851 3.63440 ·· oxipng_9.0.0_o2
279853915 6.2283485 ···· ···· 5.33874 5.97627 ·· oxipng_9.0.0_o1
300281999 6.4938647 ···· ···· 59.67 68.25 CR cjxl_0.10.1_d0e1
295353827 6.5691784 ···· ···· 18.895 21.900 ·· oxipng_9.0.0_o0
contents | cjxl-multi-0.10.1 cwebp-multi-1.3.2 oxipng-multi > here
colors/px (mean) colors/px (mean)
images Mpx (mean) | e3/e1 (mean) images Mpx (mean) | e3/e1 (mean)
| share | share colors (mean) | tag | share | share colors (mean) | tag
100 100.00% 2.07 100.00% 125423 0.06 1.00 all 6 6.00% 2.07 6.00% 171116 0.08 0.88 mixed
39 39.00% 2.07 39.00% 157667 0.08 0.84 3d 2 2.00% 2.07 2.00% 228216 0.11 0.85 photo
6 6.00% 2.07 6.00% 8399 0.00 3.43 algorithmic 2 2.00% 2.07 2.00% 28568 0.01 1.28 pixel_art_scaled
1 1.00% 2.07 1.00% 94810 0.05 0.79 blend 1 1.00% 2.07 1.00% 13698 0.01 1.09 text
5 5.00% 2.07 5.00% 83752 0.04 0.81 boxed 17 17.00% 2.07 17.00% 94430 0.05 0.88 ui
1 1.00% 2.07 1.00% 456202 0.22 0.84 collage 1 1.00% 2.07 1.00% 27470 0.01 0.74 vector
4 4.00% 2.07 4.00% 137562 0.07 0.78 digital_painting 100 100.00% 2.07 100.00% 125423 0.06 1.00 visibly_opaque
1 1.00% 2.07 1.00% 21658 0.01 0.72 edit 92 92.00% 2.07 92.00% 129286 0.06 1.02 DirectClass_sRGB
16 16.00% 2.07 16.00% 136595 0.07 0.77 film 4 4.00% 2.07 4.00% 161884 0.08 0.82 DirectClass_sRGB_Alpha
49 49.00% 2.07 49.00% 143233 0.07 0.85 game 2 2.00% 2.07 2.00% 111 0.00 0.66 PseudoClass_Gray
6 6.00% 2.07 6.00% 80834 0.04 0.98 glitch 2 2.00% 2.07 2.00% 116 0.00 0.87 PseudoClass_sRGB
1 1.00% 2.07 1.00% 111700 0.05 0.77 gregstump 1 1.00% 2.07 1.00% 456202 0.22 0.84 source_gimp
6 6.00% 2.07 6.00% 8399 0.00 3.43 larip 2 2.00% 2.07 2.00% 72757 0.04 0.84 source_gnome_screenshot
16 16.00% 2.07 16.00% 144823 0.07 0.77 lossy 96 96.00% 2.07 96.00% 123218 0.06 1.01 source_imagemagick
2 2.00% 2.07 2.00% 119814 0.06 0.92 misc 1 1.00% 2.07 1.00% 111700 0.05 0.77 source_sdl
Mpx/s real (mean)
| Pareto front for bpp and CPU time
unique mins | |Pareto front for bpp and real time
B bpp (mean) mins | Mpx/s CPU (mean) || best of
108423578 4.1830084 76.00% 76.00% 0.1135870 0.1249975 CR cjxl_0.10.1_d0e10
110409121 4.2596111 3.00% 3.00% 0.316422 0.422052 CR cjxl_0.10.1_d0e9
111755072 4.3115383 2.00% 2.00% 0.525212 0.705943 CR cjxl_0.10.1_d0e8
114756377 4.4273294 ···· ···· 1.30058 2.06148 CR cjxl_0.10.1_d0e7
117511002 4.5336035 16.00% 16.00% 0.2711189 0.487531 ·· cwebp_1.3.2_z9mt
119629080 4.6153194 1.00% ···· 3.27615 3.47148 CR cwebp_1.3.2_z8mt
120349600 4.6431173 1.00% ···· 4.2361 4.2353 CR cwebp_1.3.2_z7mt
121226510 4.6769487 ···· ···· 5.7952 5.7860 CR cwebp_1.3.2_z6mt
121940714 4.7045029 ···· ···· 6.8597 6.8555 CR cwebp_1.3.2_z5mt
121952980 4.7049761 ···· ···· 6.8679 6.8594 CR cwebp_1.3.2_z4mt
122026922 4.7078288 ···· ···· 7.1237 7.1256 CR cwebp_1.3.2_z3mt
122130948 4.7118421 ···· ···· 1.67255 2.8492 ·· cjxl_0.10.1_d0e6
124855766 4.8169663 ···· ···· 2.04444 3.7368 ·· cjxl_0.10.1_d0e5
125264000 4.8327160 1.00% 1.00% 8.5890 8.5718 CR cwebp_1.3.2_z2mt
129823082 5.0086066 ···· ···· 10.565 10.537 CR cwebp_1.3.2_z1mt
132538610 5.1133723 1.00% 1.00% 2.9928 6.3213 ·· cjxl_0.10.1_d0e4
144293427 5.5668760 ···· ···· 5.8417 28.87 ·R cjxl_0.10.1_d0e3
147892570 5.7057319 ···· ···· 32.31 29.89 CR cwebp_1.3.2_z0mt
150126677 5.7919243 ···· ···· 9.8700 34.34 ·R cjxl_0.10.1_d0e2
151064970 5.8281238 ···· ···· 0.2183418 1.43825 ·· oxipng_9.0.0_o6
151068333 5.8282536 ···· ···· 0.2770051 1.47235 ·· oxipng_9.0.0_o5
151109507 5.8298421 ···· ···· 0.542366 1.59380 ·· oxipng_9.0.0_o4
151284739 5.8366026 ···· ···· 0.751054 2.10389 ·· oxipng_9.0.0_o3
152227459 5.8729730 ···· ···· 2.09317 2.8878 ·· oxipng_9.0.0_o2
153592176 5.9256241 ···· ···· 4.2360 4.7063 ·· oxipng_9.0.0_o1
161594393 6.2343516 ···· ···· 18.667 19.905 ·· oxipng_9.0.0_o0
163943147 6.3249671 ···· ···· 54.23 64.99 CR cjxl_0.10.1_d0e1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean) images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag | share | share colors (mean) tag
794 100.00% 1.31 100.00% 87506 0.10 all 1 0.13% 0.08 0.01% 45979 0.57 painting
65 8.19% 2.73 17.06% 168476 0.07 3d 1 0.13% 2.36 0.23% 59557 0.03 panorama
32 4.03% 0.25 0.77% 15063 0.06 albedo 94 11.84% 0.85 7.67% 115300 0.15 photo
18 2.27% 1.57 2.72% 194320 0.19 album_art 21 2.64% 1.84 3.72% 251721 0.21 photo_like
45 5.67% 1.55 6.71% 75544 0.06 algorithmic 73 9.19% 0.23 1.59% 804 0.00 pixel_art
3 0.38% 1.82 0.53% 116147 0.06 blend 33 4.16% 1.62 5.13% 9346 0.00 pixel_art_scaled
10 1.26% 1.53 1.47% 126413 0.15 boxed 6 0.76% 0.30 0.17% 139 0.00 reduced_palette
14 1.76% 3.63 4.89% 25988 0.01 chart 3 0.38% 7.65 2.21% 282036 0.03 scan
1 0.13% 2.07 0.20% 456202 0.22 collage 11 1.39% 1.59 1.68% 5063 0.01 sprite_sheet
12 1.51% 3.94 4.54% 80719 0.02 comic 2 0.25% 0.40 0.08% 46824 0.13 stereogram
2 0.25% 1.05 0.20% 31449 0.03 diffuse 24 3.02% 0.52 1.21% 3400 0.01 text
73 9.19% 1.89 13.28% 127204 0.08 digital_painting 68 8.56% 0.30 1.94% 33012 0.13 texture
6 0.76% 1.66 0.96% 302073 0.18 digital_painting_like 2 0.25% 0.92 0.18% 16480 0.02 thumbnail
3 0.38% 1.12 0.32% 25396 0.03 dither_mean 58 7.30% 1.28 7.16% 55987 0.04 ui
2 0.25% 8.25 1.59% 422948 0.05 drawing 6 0.76% 3.89 2.25% 9966 0.00 vector
24 3.02% 1.73 4.00% 79792 0.10 edit 60 7.56% 1.52 8.77% 123847 0.11 watermark
3 0.38% 0.54 0.16% 4703 0.04 emoji 682 85.89% 1.37 89.92% 94163 0.09 visibly_opaque
21 2.64% 1.77 3.58% 135078 0.09 film 112 14.11% 0.94 10.08% 46972 0.11 visibly_transparent
2 0.25% 8.52 1.64% 6 0.00 fractal 6 0.76% 0.37 0.21% 800 0.01 DirectClass_Gray_Alpha
84 10.58% 2.24 18.08% 123777 0.05 game 493 62.09% 1.48 70.21% 119230 0.12 DirectClass_sRGB
20 2.52% 1.48 2.85% 15462 0.02 game_asset 171 21.54% 1.22 20.09% 62487 0.11 DirectClass_sRGB_Alpha
8 1.01% 1.82 1.40% 68722 0.04 glitch 30 3.78% 1.63 4.71% 133 0.00 PseudoClass_Gray
2 0.25% 1.72 0.33% 146688 0.09 gregstump 87 10.96% 0.54 4.55% 55 0.00 PseudoClass_sRGB
24 3.02% 0.02 0.04% 4940 0.29 icon 7 0.88% 0.33 0.22% 102 0.00 PseudoClass_sRGB_Alpha
27 3.40% 1.14 2.96% 124026 0.10 jxl_art 9 1.13% 0.32 0.28% 20310 0.09 source_app
1 0.13% 0.87 0.08% 224155 0.26 kaleidoscope 83 10.45% 0.35 2.83% 20265 0.16 source_app->exiftool
16 2.02% 1.37 2.11% 3173 0.00 larip 41 5.16% 0.27 1.05% 41699 0.17 source_gimp
56 7.05% 0.21 1.15% 27049 0.13 logo 2 0.25% 1.62 0.31% 241406 0.12 source_gimp->exiftool
81 10.20% 1.17 9.11% 94366 0.12 lossy 11 1.39% 1.37 1.46% 48831 0.04 source_gnome_screenshot->exiftool
51 6.42% 1.75 8.58% 254917 0.23 machine_learning 1 0.13% 2.07 0.20% 19818 0.01 source_imagemagick
21 2.64% 0.99 1.99% 62692 0.08 misc 522 65.74% 1.45 72.87% 89921 0.08 source_imagemagick->exiftool
22 2.77% 1.66 3.52% 140632 0.11 mixed 2 0.25% 1.79 0.34% 59126 0.03 source_sdl
2 0.25% 0.79 0.15% 4733 0.01 mosaic 33 4.16% 1.69 5.38% 129706 0.11 source_unknown->exiftool
34 4.28% 0.30 0.97% 49998 0.20 normal 31 3.90% 1.48 4.40% 52984 0.04 source_web
6 0.76% 2.39 1.38% 31417 0.08 optical_illusion 59 7.43% 1.92 10.90% 201456 0.13 source_web->exiftool
Pareto front for bpp and real time
unique mins |included in 'all'
B bpp (mean) mins | Mpx/s real (mean) best of
782238353 5.89449482 100.00% ···· 0.058485262 R· all
784063350 5.91232293 51.89% 48.36% 0.2619325 RA ect_0.9.5_9
784324386 5.91425557 16.12% 12.72% 0.3956936 RA ect_0.9.5_8
785326677 5.91651363 25.31% 23.68% 0.5739998 RA pingo_0.99_s9low
785324637 5.92251055 1.89% 0.76% 0.8013716 RA ect_0.9.5_7
788461771 5.93708363 2.39% 0.76% 0.9264679 RA pingo_0.99_s8low
788520470 5.94070107 2.27% 1.51% 1.038469 RA ect_0.9.5_6
788692058 5.94195514 6.17% ···· 1.232231 R· oxipng_9.0.0_o6a-fast-t1
788715591 5.94231998 6.17% ···· 1.289871 RA oxipng_9.0.0_o5a-fast-t1
788855781 5.94504301 4.91% 0.13% 1.469340 RA oxipng_9.0.0_o4a-fast-t1
790871562 5.95221858 1.26% 0.13% 1.298568 ·A pingo_0.99_s7low
789737822 5.95286624 0.88% 0.13% 1.83272 RA oxipng_9.0.0_o3a-fast-t1
790225376 5.95430169 0.76% ···· 1.610194 ·· ect_0.9.5_5
793224076 5.96485220 0.88% ···· 1.62526 ·· pingo_0.99_s6low
793254857 5.96780482 0.88% ···· 1.65770 ·· pingo_0.99_s5low
792396768 5.96994825 0.63% ···· 2.086329 R· ect_0.9.5_4
794703841 5.98096479 0.76% ···· 1.91653 ·A pingo_0.99_s4low
794503545 5.98228238 1.39% 0.38% 2.71726 RA oxipng_9.0.0_o2a-fast-t1
794714198 5.98260794 0.63% ···· 1.93556 ·· pingo_0.99_s3low
794220708 5.98689440 0.88% 0.38% 2.64665 ·A ect_0.9.5_3
794831261 5.98842159 0.63% ···· 2.03396 ·· pingo_0.99_s2low
796837647 6.00496951 0.50% ···· 2.41181 ·· pingo_0.99_s1low
802112325 6.03210274 0.76% 0.25% 2.93321 RA ect_0.9.5_2
803726715 6.06642721 0.63% ···· 5.12463 R· oxipng_9.0.0_o1a-fast-t1
811305258 6.09784028 0.50% ···· 3.71180 ·· pingo_0.99_s0low
828975391 6.23784464 0.50% ···· 13.0631 R· ect_0.9.5_1
846426070 6.36312001 0.50% ···· 16.505 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
115 100.00% 1.02 100.00% 118912 0.14 all
9 7.83% 1.69 13.01% 135350 0.10 boxed
1 0.87% 2.07 1.77% 456202 0.22 collage
11 9.57% 0.94 8.84% 95756 0.16 edit
21 18.26% 1.77 31.82% 135078 0.09 film
1 0.87% 0.87 0.75% 224155 0.26 kaleidoscope
64 55.65% 1.08 59.27% 101553 0.13 lossy
94 81.74% 0.85 68.18% 115300 0.15 photo
5 4.35% 1.23 5.26% 169890 0.15 ui
27 23.48% 1.04 23.94% 165965 0.18 watermark
112 97.39% 1.03 98.57% 118492 0.14 visibly_opaque
3 2.61% 0.56 1.43% 134572 0.25 visibly_transparent
98 85.22% 0.99 83.34% 126549 0.15 DirectClass_sRGB
8 6.96% 1.30 8.88% 158861 0.17 DirectClass_sRGB_Alpha
6 5.22% 0.86 4.40% 248 0.00 PseudoClass_Gray
3 2.61% 1.32 3.39% 241 0.00 PseudoClass_sRGB
1 0.87% 2.07 1.77% 456202 0.22 source_gimp->exiftool
2 1.74% 2.07 3.55% 72757 0.04 source_gnome_screenshot->exiftool
111 96.52% 0.98 93.34% 114625 0.14 source_imagemagick->exiftool
1 0.87% 1.57 1.34% 349755 0.22 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
111351139 8.3034158 100.00% ···· 0.07006258 R· all
111706921 8.3292306 13.91% 13.91% 0.403682 RA pingo_0.99_s9low
112302326 8.3529812 66.09% 63.48% 0.197520 ·A ect_0.9.5_9
112340908 8.3556872 15.65% 13.04% 0.294215 ·A ect_0.9.5_8
112088397 8.3578917 ····· ···· 0.656906 R· pingo_0.99_s8low
112563516 8.3704792 ····· ···· 0.527649 ·· ect_0.9.5_7
112323605 8.3749706 ····· ···· 0.791453 R· pingo_0.99_s7low
112283929 8.3780697 5.22% ···· 0.839412 R· oxipng_9.0.0_o6a-fast-t1
112294236 8.3802642 5.22% ···· 0.910486 RA oxipng_9.0.0_o5a-fast-t1
112758385 8.3874971 0.87% 0.87% 0.626075 ·A ect_0.9.5_6
112542415 8.3903052 ····· ···· 1.01268 R· pingo_0.99_s6low
112382346 8.3908616 3.48% ···· 1.11274 R· oxipng_9.0.0_o4a-fast-t1
112543015 8.3912118 ····· ···· 1.01585 ·· pingo_0.99_s5low
112489077 8.3989485 ····· ···· 1.27034 R· oxipng_9.0.0_o3a-fast-t1
112994629 8.4065582 ····· ···· 0.819333 ·· ect_0.9.5_5
112768897 8.4132167 ····· ···· 1.4013 R· pingo_0.99_s3low
112769344 8.4141408 ····· ···· 1.4008 ·· pingo_0.99_s4low
112771780 8.4154880 ····· ···· 1.4214 R· pingo_0.99_s2low
112964630 8.4292969 ····· ···· 1.5567 R· pingo_0.99_s1low
113303738 8.4301399 ····· ···· 0.923718 ·· ect_0.9.5_4
113593109 8.4562012 ····· ···· 1.23839 ·· ect_0.9.5_3
113702392 8.4823262 0.87% 0.87% 1.9471 RA oxipng_9.0.0_o2a-fast-t1
114307841 8.5310822 ····· ···· 3.8924 R· oxipng_9.0.0_o1a-fast-t1
115349489 8.5763055 ····· ···· 1.7626 ·· ect_0.9.5_2
115731587 8.6287797 ····· ···· 2.9118 ·· pingo_0.99_s0low
119239206 8.8561616 ····· ···· 3.0671 ·· ect_0.9.5_1
120274551 8.9330269 ····· ···· 14.72 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
88 100.00% 0.94 100.00% 112200 0.14 all
10 11.36% 1.86 22.62% 154678 0.09 film
46 52.27% 0.97 54.31% 83374 0.12 lossy
78 88.64% 0.82 77.38% 106754 0.15 photo
26 29.55% 0.98 30.93% 161622 0.18 watermark
85 96.59% 0.95 97.97% 111410 0.14 visibly_opaque
3 3.41% 0.56 2.03% 134572 0.25 visibly_transparent
75 85.23% 0.93 84.76% 121659 0.15 DirectClass_sRGB
6 6.82% 1.04 7.58% 124567 0.18 DirectClass_sRGB_Alpha
4 4.55% 0.58 2.84% 252 0.00 PseudoClass_Gray
3 3.41% 1.32 4.82% 241 0.00 PseudoClass_sRGB
1 1.14% 2.07 2.52% 78231 0.04 source_gnome_screenshot->exiftool
86 97.73% 0.91 95.57% 109832 0.14 source_imagemagick->exiftool
1 1.14% 1.57 1.91% 349755 0.22 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
81218097 8.6160067 100.00% ···· 0.06964538 R· all
81476619 8.6423476 14.77% 14.77% 0.400048 RA pingo_0.99_s9low
81759481 8.6735532 ····· ···· 0.649332 R· pingo_0.99_s8low
82111927 8.6782254 62.50% 60.23% 0.197288 ·A ect_0.9.5_9
82138629 8.6808949 17.05% 14.77% 0.293493 ·A ect_0.9.5_8
81923378 8.6908050 ····· ···· 0.782693 R· pingo_0.99_s7low
81881299 8.6936530 5.68% ···· 0.822395 R· oxipng_9.0.0_o6a-fast-t1
82284569 8.6947217 ····· ···· 0.524119 ·· ect_0.9.5_7
81887695 8.6948186 5.68% ···· 0.894032 RA oxipng_9.0.0_o5a-fast-t1
82067407 8.7036094 ····· ···· 1.0010 R· pingo_0.99_s6low
82067613 8.7037362 ····· ···· 1.0047 R· pingo_0.99_s5low
81975325 8.7086250 3.41% ···· 1.0994 R· oxipng_9.0.0_o4a-fast-t1
82465763 8.7148525 1.14% 1.14% 0.621205 ·A ect_0.9.5_6
82057937 8.7166045 ····· ···· 1.2497 R· oxipng_9.0.0_o3a-fast-t1
82247592 8.7291650 ····· ···· 1.3876 R· pingo_0.99_s3low
82247592 8.7291724 ····· ···· 1.3879 R· pingo_0.99_s4low
82249664 8.7299556 ····· ···· 1.4095 R· pingo_0.99_s2low
82619957 8.7333908 ····· ···· 0.812194 ·· ect_0.9.5_5
82386142 8.7432078 ····· ···· 1.5341 R· pingo_0.99_s1low
82841441 8.7581335 ····· ···· 0.918277 ·· ect_0.9.5_4
83052077 8.7841130 ····· ···· 1.2402 ·· ect_0.9.5_3
83072746 8.8119840 1.14% 1.14% 1.9197 RA oxipng_9.0.0_o2a-fast-t1
83554167 8.8649260 ····· ···· 3.8662 R· oxipng_9.0.0_o1a-fast-t1
84540960 8.9222996 ····· ···· 1.7650 ·· ect_0.9.5_2
84562702 8.9658430 ····· ···· 2.8528 ·· pingo_0.99_s0low
87174241 9.2063461 ····· ···· 3.0038 ·· ect_0.9.5_1
87793493 9.2770396 ····· ···· 14.57 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
109 100.00% 1.11 100.00% 139080 0.16 all
10 9.17% 1.86 15.39% 154678 0.09 film
46 42.20% 0.97 36.95% 83374 0.12 lossy
21 19.27% 1.84 31.96% 251721 0.21 machine_learning
78 71.56% 0.82 52.65% 106754 0.15 photo
21 19.27% 1.84 31.96% 251721 0.21 photo_like
26 23.85% 0.98 21.05% 161622 0.18 watermark
106 97.25% 1.13 98.62% 139208 0.15 visibly_opaque
3 2.75% 0.56 1.38% 134572 0.25 visibly_transparent
96 88.07% 1.13 89.63% 150110 0.16 DirectClass_sRGB
6 5.50% 1.04 5.15% 124567 0.18 DirectClass_sRGB_Alpha
4 3.67% 0.58 1.93% 252 0.00 PseudoClass_Gray
3 2.75% 1.32 3.28% 241 0.00 PseudoClass_sRGB
1 0.92% 2.07 1.71% 78231 0.04 source_gnome_screenshot->exiftool
97 88.99% 1.08 86.76% 120601 0.15 source_imagemagick->exiftool
11 10.09% 1.27 11.53% 307560 0.24 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
128639374 8.8312724 100.00% ···· 0.06739227 R· all
128977725 8.8565415 15.60% 15.60% 0.392340 RA pingo_0.99_s9low
129542563 8.8825363 63.30% 61.47% 0.190273 ·A ect_0.9.5_9
129603354 8.8853901 16.51% 14.68% 0.282124 ·A ect_0.9.5_8
129420531 8.8895440 ····· ···· 0.637301 R· pingo_0.99_s8low
129846607 8.9010249 ····· ···· 0.503396 ·· ect_0.9.5_7
129647716 8.9064410 ····· ···· 0.766509 R· pingo_0.99_s7low
129629153 8.9096559 4.59% ···· 0.797427 R· oxipng_9.0.0_o6a-fast-t1
129639595 8.9110157 4.59% ···· 0.868639 RA oxipng_9.0.0_o5a-fast-t1
129940629 8.9207797 ····· ···· 0.980929 R· pingo_0.99_s6low
129940827 8.9208799 ····· ···· 0.984050 R· pingo_0.99_s5low
130094760 8.9213608 0.92% 0.92% 0.595791 ·A ect_0.9.5_6
129727225 8.9221622 2.75% ···· 1.07361 R· oxipng_9.0.0_o4a-fast-t1
129811761 8.9295928 ····· ···· 1.21670 R· oxipng_9.0.0_o3a-fast-t1
130302792 8.9393296 ····· ···· 0.772199 ·· ect_0.9.5_5
130180093 8.9455163 ····· ···· 1.3590 R· pingo_0.99_s3low
130180093 8.9455223 ····· ···· 1.3593 R· pingo_0.99_s4low
130182774 8.9463251 ····· ···· 1.3786 R· pingo_0.99_s2low
130350474 8.9582417 ····· ···· 1.4969 R· pingo_0.99_s1low
130671512 8.9650196 ····· ···· 0.870216 ·· ect_0.9.5_4
130963726 8.9908434 ····· ···· 1.19610 ·· ect_0.9.5_3
131114829 9.0160184 0.92% 0.92% 1.8640 RA oxipng_9.0.0_o2a-fast-t1
131678662 9.0622075 ····· ···· 3.7961 R· oxipng_9.0.0_o1a-fast-t1
132830337 9.1150041 ····· ···· 1.7121 ·· ect_0.9.5_2
133278502 9.1735325 ····· ···· 2.8169 ·· pingo_0.99_s0low
136692708 9.4014589 ····· ···· 2.7644 ·· ect_0.9.5_1
137689270 9.4768088 ····· ···· 14.40 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
65 100.00% 2.73 100.00% 168476 0.07 all
65 100.00% 2.73 100.00% 168476 0.07 3d
4 6.15% 1.33 3.00% 35646 0.03 edit
49 75.38% 2.36 65.15% 164262 0.07 game
2 3.08% 2.07 2.34% 33612 0.02 glitch
1 1.54% 2.07 1.17% 104912 0.05 lossy
1 1.54% 2.36 1.33% 59557 0.03 panorama
1 1.54% 2.03 1.14% 283541 0.14 ui
10 15.38% 4.06 22.90% 189553 0.09 watermark
63 96.92% 2.73 97.11% 170893 0.07 visibly_opaque
2 3.08% 2.56 2.89% 92348 0.04 visibly_transparent
61 93.85% 2.74 94.18% 171128 0.07 DirectClass_sRGB
4 6.15% 2.58 5.82% 128030 0.05 DirectClass_sRGB_Alpha
1 1.54% 2.07 1.17% 19818 0.01 source_imagemagick
61 93.85% 2.73 93.85% 171191 0.07 source_imagemagick->exiftool
1 1.54% 3.11 1.75% 281602 0.09 source_web
2 3.08% 2.86 3.22% 103428 0.04 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
192612524 8.68943674 100.00% ···· 0.07049528 R· all
192638261 8.69076303 73.85% 73.85% 0.1636565 RA ect_0.9.5_9
192678654 8.69294274 12.31% 12.31% 0.241588 RA ect_0.9.5_8
192900156 8.70339979 ····· ···· 0.457535 R· ect_0.9.5_7
193634243 8.72581439 10.77% 10.77% 0.349713 ·A pingo_0.99_s9low
194024541 8.73324033 ····· ···· 0.553913 R· ect_0.9.5_6
194448467 8.75098671 ····· ···· 0.733395 R· ect_0.9.5_5
193957268 8.75240255 3.08% ···· 0.790210 R· oxipng_9.0.0_o5a-fast-t1
193957537 8.75242809 3.08% ···· 0.730441 ·· oxipng_9.0.0_o6a-fast-t1
193961798 8.75289731 3.08% ···· 0.968594 RA oxipng_9.0.0_o4a-fast-t1
194469666 8.75417563 ····· ···· 0.613373 ·· pingo_0.99_s8low
194076663 8.75839333 ····· ···· 1.12149 R· oxipng_9.0.0_o3a-fast-t1
194970658 8.77304641 ····· ···· 0.844476 ·· ect_0.9.5_4
194928330 8.77476328 ····· ···· 0.778740 ·· pingo_0.99_s7low
195346478 8.79157299 ····· ···· 1.06606 ·· ect_0.9.5_3
195743945 8.80534599 ····· ···· 0.992893 ·· pingo_0.99_s6low
195743945 8.80534599 ····· ···· 0.992876 ·· pingo_0.99_s5low
195335606 8.81549894 ····· ···· 1.69513 R· oxipng_9.0.0_o2a-fast-t1
195968384 8.81759573 ····· ···· 1.28169 ·· pingo_0.99_s4low
195968384 8.81759573 ····· ···· 1.28139 ·· pingo_0.99_s2low
195968384 8.81759573 ····· ···· 1.28079 ·· pingo_0.99_s3low
196321337 8.83389142 ····· ···· 1.42008 ·· pingo_0.99_s1low
196654538 8.87537527 ····· ···· 3.6138 R· oxipng_9.0.0_o1a-fast-t1
197406190 8.88026880 ····· ···· 1.61906 ·· ect_0.9.5_2
199736670 8.97892572 ····· ···· 2.8218 ·· pingo_0.99_s0low
202702848 9.11944532 ····· ···· 2.7403 ·· ect_0.9.5_1
205443682 9.24438725 ····· ···· 16.459 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
57 100.00% 2.87 100.00% 182421 0.08 all
57 100.00% 2.87 100.00% 182421 0.08 3d
43 75.44% 2.46 64.66% 182153 0.08 game
1 1.75% 2.07 1.27% 104912 0.05 lossy
10 17.54% 4.06 24.84% 189553 0.09 watermark
56 98.25% 2.87 98.31% 183444 0.08 visibly_opaque
1 1.75% 2.76 1.69% 125139 0.05 visibly_transparent
55 96.49% 2.87 96.41% 181660 0.08 DirectClass_sRGB
2 3.51% 2.94 3.59% 203370 0.07 DirectClass_sRGB_Alpha
1 1.75% 2.07 1.27% 19818 0.01 source_imagemagick
53 92.98% 2.88 93.33% 186599 0.08 source_imagemagick->exiftool
1 1.75% 3.11 1.90% 281602 0.09 source_web
2 3.51% 2.86 3.49% 103428 0.04 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
180979991 9.03739985 100.00% ···· 0.07159319 R· all
181004718 9.03884134 73.68% 73.68% 0.1664946 RA ect_0.9.5_9
181043793 9.04121471 12.28% 12.28% 0.245184 RA ect_0.9.5_8
181247409 9.05192203 ····· ···· 0.459777 R· ect_0.9.5_7
181751720 9.06365048 10.53% 10.53% 0.354383 ·A pingo_0.99_s9low
182354222 9.08465044 ····· ···· 0.552453 R· ect_0.9.5_6
182560154 9.09390237 ····· ···· 0.613963 R· pingo_0.99_s8low
182204198 9.09991566 3.51% ···· 0.793097 R· oxipng_9.0.0_o5a-fast-t1
182204467 9.09994479 3.51% ···· 0.730872 ·· oxipng_9.0.0_o6a-fast-t1
182208728 9.10047986 3.51% ···· 0.978972 RA oxipng_9.0.0_o4a-fast-t1
182745077 9.10236133 ····· ···· 0.721666 ·· ect_0.9.5_5
182307553 9.10533993 ····· ···· 1.11666 R· oxipng_9.0.0_o3a-fast-t1
182962862 9.11325790 ····· ···· 0.767050 ·· pingo_0.99_s7low
183204956 9.12283819 ····· ···· 0.825087 ·· ect_0.9.5_4
183537790 9.13987921 ····· ···· 1.05200 ·· ect_0.9.5_3
183779246 9.14784150 ····· ···· 0.981274 ·· pingo_0.99_s6low
183779246 9.14784150 ····· ···· 0.981333 ·· pingo_0.99_s5low
183973124 9.15896608 ····· ···· 1.27480 ·· pingo_0.99_s2low
183973124 9.15896608 ····· ···· 1.27507 R· pingo_0.99_s4low
183973124 9.15896608 ····· ···· 1.27427 ·· pingo_0.99_s3low
183517419 9.16602668 ····· ···· 1.70173 R· oxipng_9.0.0_o2a-fast-t1
184302907 9.17542948 ····· ···· 1.39725 ·· pingo_0.99_s1low
184771625 9.22793268 ····· ···· 3.6251 R· oxipng_9.0.0_o1a-fast-t1
185525076 9.23441448 ····· ···· 1.61866 ·· ect_0.9.5_2
187500654 9.32415733 ····· ···· 2.7966 ·· pingo_0.99_s0low
189929685 9.44301875 ····· ···· 2.5471 ·· ect_0.9.5_1
192736963 9.58358355 ····· ···· 16.295 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean) images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag | share | share colors (mean) tag
73 100.00% 1.89 100.00% 127204 0.08 all 46 63.01% 1.95 65.07% 154117 0.09 DirectClass_sRGB
73 100.00% 1.89 100.00% 127204 0.08 digital_painting 23 31.51% 1.96 32.58% 95457 0.08 DirectClass_sRGB_Alpha
4 5.48% 2.44 7.08% 131887 0.08 edit 1 1.37% 1.64 1.19% 256 0.00 PseudoClass_Gray
6 8.22% 2.25 9.77% 135930 0.07 game 2 2.74% 0.09 0.13% 254 0.00 PseudoClass_sRGB_Alpha
10 13.70% 2.41 17.49% 27056 0.02 game_asset 1 1.37% 2.38 1.72% 175813 0.07 source_app
13 17.81% 1.50 14.12% 72650 0.06 lossy 1 1.37% 12.06 8.73% 17006 0.00 source_app->exiftool
1 1.37% 12.06 8.73% 17006 0.00 sprite_sheet 44 60.27% 1.69 53.81% 140850 0.11 source_imagemagick->exiftool
9 12.33% 1.47 9.56% 116852 0.10 watermark 8 10.96% 1.41 8.19% 25180 0.02 source_unknown->exiftool
59 80.82% 1.80 77.11% 131650 0.08 visibly_opaque 5 6.85% 0.63 2.28% 29032 0.06 source_web
14 19.18% 2.26 22.89% 108469 0.09 visibly_transparent 14 19.18% 2.49 25.26% 182076 0.07 source_web->exiftool
1 1.37% 1.42 1.03% 223 0.00 DirectClass_Gray_Alpha
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
127876689 7.29044775 100.00% ···· 0.06554316 R· all
127891234 7.29899032 60.27% 58.90% 0.1587969 RA ect_0.9.5_9
127903750 7.29982699 19.18% 17.81% 0.241206 RA ect_0.9.5_8
127984798 7.30413680 ····· ···· 0.487098 R· ect_0.9.5_7
128250550 7.30722442 16.44% 16.44% 0.370596 ·A pingo_0.99_s9low
128840868 7.32770442 ····· ···· 0.619041 R· ect_0.9.5_6
129002498 7.32957265 ····· ···· 0.674924 R· pingo_0.99_s8low
128814735 7.33218511 4.11% ···· 0.822425 RA oxipng_9.0.0_o5a-fast-t1
128815003 7.33247016 1.37% ···· 0.968908 R· oxipng_9.0.0_o4a-fast-t1
128819570 7.33304323 4.11% ···· 0.773861 ·· oxipng_9.0.0_o6a-fast-t1
129158807 7.34210241 ····· ···· 0.887006 ·· ect_0.9.5_5
128975758 7.34338712 ····· ···· 1.21026 R· oxipng_9.0.0_o3a-fast-t1
129489514 7.35413137 ····· ···· 0.949282 ·· pingo_0.99_s7low
129509026 7.35905949 ····· ···· 1.11383 ·· pingo_0.99_s6low
129509330 7.35925996 ····· ···· 1.12135 ·· pingo_0.99_s5low
129568968 7.36241045 ····· ···· 1.09566 ·· ect_0.9.5_4
129688050 7.36860983 ····· ···· 1.35686 R· pingo_0.99_s4low
129688231 7.36874162 ····· ···· 1.36638 R· pingo_0.99_s3low
129688916 7.36927078 ····· ···· 1.38552 R· pingo_0.99_s2low
129578920 7.37579922 ····· ···· 1.75647 R· oxipng_9.0.0_o2a-fast-t1
129886581 7.38009967 1.37% 1.37% 1.33679 ·A ect_0.9.5_3
130046995 7.38644209 ····· ···· 1.62665 ·· pingo_0.99_s1low
131237358 7.42474548 ····· ···· 1.7709 R· ect_0.9.5_2
132664480 7.49482894 ····· ···· 3.0206 R· pingo_0.99_s0low
132120737 7.51903643 ····· ···· 3.6448 R· oxipng_9.0.0_o1a-fast-t1
136163281 7.71902482 ····· ···· 5.1019 R· ect_0.9.5_1
140045355 7.94005920 ····· ···· 16.59 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
53 100.00% 1.71 100.00% 144759 0.10 all
53 100.00% 1.71 100.00% 144759 0.10 digital_painting
4 7.55% 0.94 4.17% 126039 0.15 lossy
8 15.09% 1.53 13.49% 127855 0.11 watermark
41 77.36% 1.75 79.32% 151775 0.10 visibly_opaque
12 22.64% 1.56 20.68% 120787 0.10 visibly_transparent
1 1.89% 1.42 1.56% 223 0.00 DirectClass_Gray_Alpha
35 66.04% 1.86 71.89% 164005 0.10 DirectClass_sRGB
14 26.42% 1.59 24.54% 137933 0.12 DirectClass_sRGB_Alpha
1 1.89% 1.64 1.81% 256 0.00 PseudoClass_Gray
2 3.77% 0.09 0.20% 254 0.00 PseudoClass_sRGB_Alpha
1 1.89% 2.38 2.62% 175813 0.07 source_app
34 64.15% 1.61 60.30% 148266 0.12 source_imagemagick->exiftool
5 9.43% 0.63 3.48% 29032 0.06 source_web
13 24.53% 2.34 33.60% 177708 0.07 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
93897421 7.60306829 100.00% ···· 0.06532471 R· all
93910771 7.61471625 56.60% 54.72% 0.159163 RA ect_0.9.5_9
93920898 7.61565989 22.64% 20.75% 0.241922 RA ect_0.9.5_8
93973537 7.61994024 ····· ···· 0.475633 R· ect_0.9.5_7
94249152 7.62458563 15.09% 15.09% 0.364356 ·A pingo_0.99_s9low
94527848 7.63966210 5.66% ···· 0.838192 RA oxipng_9.0.0_o5a-fast-t1
94528116 7.64005471 1.89% ···· 0.985059 R· oxipng_9.0.0_o4a-fast-t1
94532683 7.64084404 5.66% ···· 0.789702 ·· oxipng_9.0.0_o6a-fast-t1
94795515 7.65081851 ····· ···· 0.599612 ·· ect_0.9.5_6
94935830 7.65174250 ····· ···· 0.642311 ·· pingo_0.99_s8low
94602105 7.65268435 ····· ···· 1.2468 R· oxipng_9.0.0_o3a-fast-t1
95068556 7.66753199 ····· ···· 0.848088 ·· ect_0.9.5_5
95217822 7.67147304 ····· ···· 0.919283 ·· pingo_0.99_s7low
95123409 7.67229372 ····· ···· 1.09706 ·· pingo_0.99_s6low
95123713 7.67256985 ····· ···· 1.10781 ·· pingo_0.99_s5low
95276449 7.68304219 ····· ···· 1.3770 R· pingo_0.99_s4low
95276630 7.68322371 ····· ···· 1.3897 R· pingo_0.99_s3low
95277315 7.68395255 ····· ···· 1.4156 R· pingo_0.99_s2low
95370875 7.68659599 ····· ···· 1.04847 ·· ect_0.9.5_4
95079460 7.69132927 ····· ···· 1.8292 R· oxipng_9.0.0_o2a-fast-t1
95607935 7.70304999 1.89% 1.89% 1.2729 ·A ect_0.9.5_3
95534109 7.70376630 ····· ···· 1.6681 ·· pingo_0.99_s1low
95911882 7.75233958 ····· ···· 3.9623 R· oxipng_9.0.0_o1a-fast-t1
96489280 7.75423540 ····· ···· 1.7300 ·· ect_0.9.5_2
97405331 7.81713333 ····· ···· 3.0617 ·· pingo_0.99_s0low
99086202 7.96564979 ····· ···· 5.2888 R· ect_0.9.5_1
100986267 8.13555954 ····· ···· 16.47 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
59 100.00% 1.71 100.00% 160757 0.11 all
53 89.83% 1.71 90.09% 144759 0.10 digital_painting
6 10.17% 1.66 9.91% 302073 0.18 digital_painting_like
4 6.78% 0.94 3.75% 126039 0.15 lossy
6 10.17% 1.66 9.91% 302073 0.18 machine_learning
8 13.56% 1.53 12.16% 127855 0.11 watermark
47 79.66% 1.74 81.36% 170962 0.11 visibly_opaque
12 20.34% 1.56 18.64% 120787 0.10 visibly_transparent
1 1.69% 1.42 1.41% 223 0.00 DirectClass_Gray_Alpha
41 69.49% 1.83 74.67% 184210 0.11 DirectClass_sRGB
14 23.73% 1.59 22.11% 137933 0.12 DirectClass_sRGB_Alpha
1 1.69% 1.64 1.63% 256 0.00 PseudoClass_Gray
2 3.39% 0.09 0.18% 254 0.00 PseudoClass_sRGB_Alpha
1 1.69% 2.38 2.36% 175813 0.07 source_app
34 57.63% 1.61 54.32% 148266 0.12 source_imagemagick->exiftool
5 8.47% 0.63 3.13% 29032 0.06 source_web
19 32.20% 2.13 40.18% 216981 0.10 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
106059009 7.82418983 100.00% ···· 0.06487850 R· all
106072359 7.83465325 61.02% 59.32% 0.158547 RA ect_0.9.5_9
106086250 7.83580947 20.34% 18.64% 0.239965 RA ect_0.9.5_8
106153046 7.84078890 ····· ···· 0.466913 R· ect_0.9.5_7
106427680 7.84488208 13.56% 13.56% 0.361760 ·A pingo_0.99_s9low
106771101 7.86375023 5.08% ···· 0.825460 RA oxipng_9.0.0_o5a-fast-t1
106771369 7.86410291 1.69% ···· 0.977972 R· oxipng_9.0.0_o4a-fast-t1
106772539 7.86449465 5.08% ···· 0.774609 ·· oxipng_9.0.0_o6a-fast-t1
107004742 7.87095230 ····· ···· 0.585061 ·· ect_0.9.5_6
107156432 7.87270570 ····· ···· 0.635476 ·· pingo_0.99_s8low
106843424 7.87532671 ····· ···· 1.2231 R· oxipng_9.0.0_o3a-fast-t1
107295993 7.88742069 ····· ···· 0.818595 ·· ect_0.9.5_5
107454686 7.89171587 ····· ···· 0.895928 ·· pingo_0.99_s7low
107376590 7.89385767 ····· ···· 1.07661 ·· pingo_0.99_s6low
107376894 7.89410572 ····· ···· 1.08634 ·· pingo_0.99_s5low
107542690 7.90463980 ····· ···· 1.3610 R· pingo_0.99_s4low
107542871 7.90480286 ····· ···· 1.3726 R· pingo_0.99_s3low
107543556 7.90545758 ····· ···· 1.3958 R· pingo_0.99_s2low
107631890 7.90726429 ····· ···· 1.00457 ·· ect_0.9.5_4
107368355 7.91384743 ····· ···· 1.7908 R· oxipng_9.0.0_o2a-fast-t1
107888608 7.92369375 1.69% 1.69% 1.24224 ·A ect_0.9.5_3
107812663 7.92428155 ····· ···· 1.6313 ·· pingo_0.99_s1low
108240938 7.97186869 ····· ···· 3.8783 R· oxipng_9.0.0_o1a-fast-t1
108862621 7.97728629 ····· ···· 1.6981 ·· ect_0.9.5_2
109840847 8.03910873 ····· ···· 3.0049 ·· pingo_0.99_s0low
111776428 8.19269655 ····· ···· 4.9100 R· ect_0.9.5_1
113966380 8.36873608 ····· ···· 16.23 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
53 100.00% 1.29 100.00% 45242 0.03 all
1 1.89% 2.03 2.97% 283541 0.14 3d
1 1.89% 1.73 2.54% 6813 0.00 edit
3 5.66% 0.54 2.38% 4703 0.04 emoji
4 7.55% 0.42 2.45% 1961 0.00 game
3 5.66% 1.40 6.13% 30282 0.02 glitch
1 1.89% 2.07 3.04% 48616 0.02 lossy
2 3.77% 0.79 2.32% 4733 0.01 mosaic
9 16.98% 0.78 10.23% 4296 0.00 text
53 100.00% 1.29 100.00% 45242 0.03 ui
50 94.34% 1.26 92.40% 42589 0.03 visibly_opaque
3 5.66% 1.73 7.60% 89463 0.03 visibly_transparent
41 77.36% 1.39 83.20% 50691 0.04 DirectClass_sRGB
10 18.87% 1.12 16.38% 31924 0.02 DirectClass_sRGB_Alpha
2 3.77% 0.14 0.42% 126 0.00 PseudoClass_sRGB
7 13.21% 1.45 14.90% 44799 0.02 source_gnome_screenshot->exiftool
46 86.79% 1.26 85.10% 45309 0.03 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
21241559 2.1943296 100.00% ···· 0.06609472 R· all
21303073 2.1997805 54.72% 54.72% 0.157744 RA ect_0.9.5_9
21307054 2.2001784 20.75% 20.75% 0.242047 RA ect_0.9.5_8
21322740 2.2017450 1.89% 1.89% 0.561522 RA ect_0.9.5_7
21333067 2.2027258 ····· ···· 0.77419 R· ect_0.9.5_6
21336920 2.2042737 18.87% 18.87% 0.506902 ·A pingo_0.99_s9low
21372475 2.2066830 ····· ···· 1.3871 R· ect_0.9.5_5
21366900 2.2071083 ····· ···· 0.99113 ·· pingo_0.99_s8low
21419191 2.2115178 ····· ···· 1.9021 R· ect_0.9.5_4
21529518 2.2226183 ····· ···· 2.4817 R· ect_0.9.5_3
21524232 2.2283919 3.77% ···· 1.3132 ·· oxipng_9.0.0_o5a-fast-t1
21524232 2.2283919 3.77% ···· 1.2721 ·· oxipng_9.0.0_o6a-fast-t1
21531461 2.2289332 3.77% ···· 1.4615 ·A oxipng_9.0.0_o4a-fast-t1
21572851 2.2306391 ····· ···· 2.0808 ·· pingo_0.99_s7low
21635575 2.2333151 ····· ···· 2.9177 R· ect_0.9.5_2
21626905 2.2408261 ····· ···· 2.1398 ·· oxipng_9.0.0_o3a-fast-t1
21690020 2.2449091 ····· ···· 2.4437 ·· pingo_0.99_s6low
21690588 2.2459087 ····· ···· 2.4665 ·· pingo_0.99_s5low
21794665 2.2545979 ····· ···· 3.0711 R· oxipng_9.0.0_o2a-fast-t1
21799067 2.2556814 ····· ···· 2.7426 ·· pingo_0.99_s4low
21799619 2.2561444 ····· ···· 2.7751 ·· pingo_0.99_s3low
21800143 2.2566664 ····· ···· 2.8669 ·· pingo_0.99_s2low
21916602 2.2707778 ····· ···· 3.7399 R· pingo_0.99_s1low
22270284 2.3093489 ····· ···· 5.7341 R· pingo_0.99_s0low
22646187 2.3378689 ····· ···· 21.01 R· ect_0.9.5_1
22507192 2.3512935 ····· ···· 6.6221 ·· oxipng_9.0.0_o1a-fast-t1
23719334 2.4731999 ····· ···· 21.13 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
47 100.00% 1.24 100.00% 41872 0.03 all
3 6.38% 0.54 2.79% 4703 0.04 emoji
4 8.51% 0.42 2.87% 1961 0.00 game
2 4.26% 0.79 2.72% 4733 0.01 mosaic
9 19.15% 0.78 11.99% 4296 0.00 text
47 100.00% 1.24 100.00% 41872 0.03 ui
44 93.62% 1.21 91.10% 38628 0.03 visibly_opaque
3 6.38% 1.73 8.90% 89463 0.03 visibly_transparent
35 74.47% 1.34 80.31% 47100 0.04 DirectClass_sRGB
10 21.28% 1.12 19.20% 31924 0.02 DirectClass_sRGB_Alpha
2 4.26% 0.14 0.49% 126 0.00 PseudoClass_sRGB
7 14.89% 1.45 17.46% 44799 0.02 source_gnome_screenshot->exiftool
40 85.11% 1.20 82.54% 41360 0.03 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
15742456 1.9562889 100.00% ···· 0.0730777 R· all
15798363 1.9615645 57.45% 57.45% 0.152515 RA ect_0.9.5_9
15801979 1.9619834 21.28% 21.28% 0.234334 RA ect_0.9.5_8
15813737 1.9633947 ····· ···· 0.550107 R· ect_0.9.5_7
15821219 1.9642524 ····· ···· 0.76325 R· ect_0.9.5_6
15834469 1.9672189 17.02% 17.02% 0.508415 ·A pingo_0.99_s9low
15851314 1.9677777 ····· ···· 1.3884 R· ect_0.9.5_5
15858310 1.9698453 ····· ···· 0.99405 ·· pingo_0.99_s8low
15888546 1.9723858 ····· ···· 1.9233 R· ect_0.9.5_4
15982308 1.9832368 ····· ···· 2.5311 R· ect_0.9.5_3
15983236 1.9905309 4.26% ···· 1.3248 ·· oxipng_9.0.0_o5a-fast-t1
15983236 1.9905309 4.26% ···· 1.2846 ·· oxipng_9.0.0_o6a-fast-t1
15983860 1.9906834 4.26% ···· 1.4714 ·A oxipng_9.0.0_o4a-fast-t1
16048359 1.9912584 ····· ···· 2.9547 R· ect_0.9.5_2
16032128 1.9934508 ····· ···· 2.1094 ·· pingo_0.99_s7low
16069947 2.0031434 ····· ···· 2.1647 ·· oxipng_9.0.0_o3a-fast-t1
16147935 2.0087806 ····· ···· 2.4756 ·· pingo_0.99_s6low
16148503 2.0099078 ····· ···· 2.5017 ·· pingo_0.99_s5low
16210021 2.0158840 ····· ···· 3.0970 R· oxipng_9.0.0_o2a-fast-t1
16230468 2.0178404 ····· ···· 2.7646 ·· pingo_0.99_s4low
16231020 2.0183625 ····· ···· 2.8012 ·· pingo_0.99_s3low
16231544 2.0189511 ····· ···· 2.9052 ·· pingo_0.99_s2low
16335186 2.0333114 ····· ···· 3.8038 R· pingo_0.99_s1low
16588631 2.0679704 ····· ···· 5.7442 R· pingo_0.99_s0low
16844017 2.0898987 ····· ···· 21.91 R· ect_0.9.5_1
16820072 2.1141114 ····· ···· 6.6444 ·· oxipng_9.0.0_o1a-fast-t1
17802903 2.2310363 ····· ···· 21.10 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
24 100.00% 0.52 100.00% 3400 0.01 all
6 25.00% 0.22 10.54% 694 0.00 game
6 25.00% 0.30 14.25% 139 0.00 reduced_palette
24 100.00% 0.52 100.00% 3400 0.01 text
9 37.50% 0.78 55.74% 4296 0.00 ui
24 100.00% 0.52 100.00% 3400 0.01 visibly_opaque
15 62.50% 0.66 79.29% 5004 0.01 DirectClass_sRGB
2 8.33% 0.29 4.69% 2816 0.01 DirectClass_sRGB_Alpha
1 4.17% 0.45 3.60% 26 0.00 PseudoClass_Gray
6 25.00% 0.26 12.41% 148 0.00 PseudoClass_sRGB
1 4.17% 0.37 2.97% 5193 0.01 source_gnome_screenshot->exiftool
23 95.83% 0.53 97.03% 3323 0.01 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
1985922 1.113857 100.00% ···· 0.0986488 R· all
1989647 1.117972 37.50% 37.50% 0.69803 RA pingo_0.99_s9low
1990775 1.118616 ····· ···· 1.3115 R· pingo_0.99_s8low
1995125 1.122181 25.00% 20.83% 0.22795 ·A ect_0.9.5_9
1995144 1.122249 29.17% 25.00% 0.35205 ·A ect_0.9.5_8
1995729 1.122619 ····· ···· 0.83324 ·· ect_0.9.5_7
1995995 1.122651 8.33% 8.33% 1.1898 ·A ect_0.9.5_6
1998436 1.123988 ····· ···· 2.191 R· ect_0.9.5_5
2001821 1.126194 ····· ···· 3.056 R· ect_0.9.5_4
2006719 1.130232 ····· ···· 4.034 R· ect_0.9.5_2
2006444 1.130350 ····· ···· 3.743 ·· ect_0.9.5_3
2042529 1.139883 ····· ···· 2.587 ·· pingo_0.99_s7low
2029658 1.140286 4.17% ···· 1.642 ·· oxipng_9.0.0_o5a-fast-t1
2029658 1.140286 4.17% ···· 1.595 ·· oxipng_9.0.0_o6a-fast-t1
2029738 1.140407 4.17% ···· 1.793 ·A oxipng_9.0.0_o4a-fast-t1
2050570 1.149483 ····· ···· 2.807 ·· pingo_0.99_s6low
2051174 1.150981 ····· ···· 2.894 ·· pingo_0.99_s5low
2050976 1.152010 ····· ···· 3.778 ·· oxipng_9.0.0_o2a-fast-t1
2051012 1.152099 ····· ···· 2.647 ·· oxipng_9.0.0_o3a-fast-t1
2053799 1.152969 ····· ···· 2.888 ·· pingo_0.99_s4low
2054559 1.154258 ····· ···· 2.980 ·· pingo_0.99_s3low
2055925 1.156600 ····· ···· 3.293 ·· pingo_0.99_s2low
2071947 1.165713 ····· ···· 4.286 R· pingo_0.99_s1low
2094959 1.177848 ····· ···· 5.938 R· pingo_0.99_s0low
2107433 1.190793 ····· ···· 30.7 R· ect_0.9.5_1
2321684 1.277104 ····· ···· 7.658 ·· oxipng_9.0.0_o1a-fast-t1
2428865 1.345722 ····· ···· 22.0 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
56 100.00% 1.11 100.00% 35895 0.03 all
3 5.36% 0.54 2.62% 4703 0.04 emoji
7 12.50% 0.33 3.77% 1578 0.00 game
2 3.57% 0.79 2.55% 4733 0.01 mosaic
18 32.14% 0.60 17.33% 4488 0.01 text
47 83.93% 1.24 93.93% 41872 0.03 ui
53 94.64% 1.07 91.64% 32863 0.03 visibly_opaque
3 5.36% 1.73 8.36% 89463 0.03 visibly_transparent
43 76.79% 1.17 80.90% 39196 0.03 DirectClass_sRGB
11 19.64% 1.05 18.64% 29494 0.02 DirectClass_sRGB_Alpha
2 3.57% 0.14 0.46% 126 0.00 PseudoClass_sRGB
8 14.29% 1.32 17.00% 39848 0.02 source_gnome_screenshot->exiftool
48 85.71% 1.07 83.00% 35236 0.03 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
16561630 1.9054297 100.00% ···· 0.06875343 R· all
16625732 1.9125350 48.21% 48.21% 0.157883 RA ect_0.9.5_9
16629346 1.9128790 19.64% 19.64% 0.243056 RA ect_0.9.5_8
16641198 1.9141066 ····· ···· 0.576451 R· ect_0.9.5_7
16653837 1.9146467 25.00% 25.00% 0.510950 ·A pingo_0.99_s9low
16648638 1.9148106 3.57% 3.57% 0.80176 RA ect_0.9.5_6
16678070 1.9169957 ····· ···· 1.0050 R· pingo_0.99_s8low
16679667 1.9180380 ····· ···· 1.4505 R· ect_0.9.5_5
16718519 1.9224483 ····· ···· 2.0123 R· ect_0.9.5_4
16814568 1.9324734 ····· ···· 2.6166 R· ect_0.9.5_3
16880008 1.9389733 ····· ···· 3.0032 R· ect_0.9.5_2
16815566 1.9391306 3.57% ···· 1.3170 ·· oxipng_9.0.0_o5a-fast-t1
16815566 1.9391306 3.57% ···· 1.2781 ·· oxipng_9.0.0_o6a-fast-t1
16816190 1.9392585 3.57% ···· 1.4588 ·A oxipng_9.0.0_o4a-fast-t1
16864865 1.9401542 ····· ···· 2.1238 ·· pingo_0.99_s7low
16909565 1.9519588 ····· ···· 2.1528 ·· oxipng_9.0.0_o3a-fast-t1
16986420 1.9558524 ····· ···· 2.4465 ·· pingo_0.99_s6low
16987100 1.9568610 ····· ···· 2.4758 ·· pingo_0.99_s5low
17049684 1.9626659 ····· ···· 3.0934 R· oxipng_9.0.0_o2a-fast-t1
17070934 1.9640582 ····· ···· 2.6998 ·· pingo_0.99_s4low
17071879 1.9648004 ····· ···· 2.7480 ·· pingo_0.99_s3low
17073252 1.9658802 ····· ···· 2.8822 ·· pingo_0.99_s2low
17182148 1.9796397 ····· ···· 3.7790 R· pingo_0.99_s1low
17440874 2.0104542 ····· ···· 5.6825 R· pingo_0.99_s0low
17705170 2.0317644 ····· ···· 22.75 R· ect_0.9.5_1
17737309 2.0701075 ····· ···· 6.7044 ·· oxipng_9.0.0_o1a-fast-t1
18758161 2.1812917 ····· ···· 20.95 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
84 100.00% 2.24 100.00% 123777 0.05 all
49 58.33% 2.36 61.50% 164262 0.07 3d
6 7.14% 2.25 7.18% 135930 0.07 digital_painting
4 4.76% 0.97 2.07% 23014 0.03 edit
84 100.00% 2.24 100.00% 123777 0.05 game
4 4.76% 2.07 4.41% 93362 0.05 glitch
1 1.19% 2.36 1.26% 59557 0.03 panorama
4 4.76% 3.28 6.99% 75465 0.02 pixel_art_scaled
6 7.14% 0.22 0.70% 694 0.00 text
4 4.76% 0.42 0.89% 1961 0.00 ui
3 3.57% 3.38 5.40% 12625 0.01 vector
83 98.81% 2.24 98.74% 124550 0.05 visibly_opaque
1 1.19% 2.36 1.26% 59557 0.03 visibly_transparent
79 94.05% 2.31 97.14% 130269 0.05 DirectClass_sRGB
3 3.57% 1.55 2.48% 35272 0.02 DirectClass_sRGB_Alpha
2 2.38% 0.36 0.38% 90 0.00 PseudoClass_sRGB
1 1.19% 2.07 1.10% 19818 0.01 source_imagemagick
82 97.62% 2.26 98.76% 126548 0.05 source_imagemagick->exiftool
1 1.19% 0.26 0.14% 532 0.00 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
157663072 6.0546985 100.00% ···· 0.06066541 R· all
157674380 6.0558115 66.67% 66.67% 0.1516422 RA ect_0.9.5_9
157716464 6.0573799 11.90% 11.90% 0.228362 RA ect_0.9.5_8
157893839 6.0647774 ····· ···· 0.474202 R· ect_0.9.5_7
158507301 6.0807995 16.67% 16.67% 0.372589 ·A pingo_0.99_s9low
158712911 6.0811616 3.57% 3.57% 0.611044 RA ect_0.9.5_6
159059972 6.0942405 ····· ···· 0.914146 R· ect_0.9.5_5
159151652 6.1003854 ····· ···· 0.696465 ·· pingo_0.99_s8low
159081138 6.1082553 1.19% ···· 0.891963 ·· oxipng_9.0.0_o5a-fast-t1
159081769 6.1082843 1.19% ···· 0.842528 ·· oxipng_9.0.0_o6a-fast-t1
159085367 6.1085133 1.19% ···· 1.04302 RA oxipng_9.0.0_o4a-fast-t1
159460512 6.1098563 ····· ···· 1.15443 R· ect_0.9.5_4
159260029 6.1161986 ····· ···· 1.36309 R· oxipng_9.0.0_o3a-fast-t1
159614755 6.1189673 ····· ···· 1.00363 ·· pingo_0.99_s7low
159849233 6.1276265 ····· ···· 1.48869 R· ect_0.9.5_3
159845572 6.1395510 ····· ···· 1.93830 R· oxipng_9.0.0_o2a-fast-t1
160399462 6.1459555 ····· ···· 1.27130 ·· pingo_0.99_s6low
160399902 6.1461412 ····· ···· 1.28878 ·· pingo_0.99_s5low
160651415 6.1574062 ····· ···· 1.57911 ·· pingo_0.99_s4low
160652073 6.1577229 ····· ···· 1.60645 ·· pingo_0.99_s3low
160653025 6.1581568 ····· ···· 1.67484 ·· pingo_0.99_s2low
160954392 6.1698135 ····· ···· 1.90146 ·· ect_0.9.5_2
161081224 6.1746866 ····· ···· 2.04084 R· pingo_0.99_s1low
161528343 6.2338383 ····· ···· 4.1506 R· oxipng_9.0.0_o1a-fast-t1
163211877 6.2616112 ····· ···· 3.3731 ·· pingo_0.99_s0low
165554002 6.3784811 ····· ···· 7.9213 R· ect_0.9.5_1
169158438 6.5405681 ····· ···· 18.485 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
75 100.00% 2.31 100.00% 131629 0.05 all
43 57.33% 2.46 60.99% 182153 0.08 3d
6 8.00% 2.25 7.78% 135930 0.07 digital_painting
75 100.00% 2.31 100.00% 131629 0.05 game
4 5.33% 3.28 7.57% 75465 0.02 pixel_art_scaled
6 8.00% 0.22 0.76% 694 0.00 text
4 5.33% 0.42 0.96% 1961 0.00 ui
3 4.00% 3.38 5.86% 12625 0.01 vector
75 100.00% 2.31 100.00% 131629 0.05 visibly_opaque
72 96.00% 2.39 99.46% 137105 0.06 DirectClass_sRGB
1 1.33% 0.22 0.12% 439 0.00 DirectClass_sRGB_Alpha
2 2.67% 0.36 0.41% 90 0.00 PseudoClass_sRGB
1 1.33% 2.07 1.20% 19818 0.01 source_imagemagick
73 97.33% 2.34 98.65% 134957 0.05 source_imagemagick->exiftool
1 1.33% 0.26 0.15% 532 0.00 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
149076117 6.2477113 100.00% ···· 0.06181397 R· all
149087031 6.2489034 66.67% 66.67% 0.1547367 RA ect_0.9.5_9
149128274 6.2506172 10.67% 10.67% 0.232567 RA ect_0.9.5_8
149288145 6.2579763 ····· ···· 0.480836 R· ect_0.9.5_7
149661692 6.2649252 17.33% 17.33% 0.381572 ·A pingo_0.99_s9low
150075528 6.2746237 4.00% 4.00% 0.618229 RA ect_0.9.5_6
150269413 6.2846949 ····· ···· 0.704892 R· pingo_0.99_s8low
150390951 6.2873510 ····· ···· 0.925105 R· ect_0.9.5_5
150372341 6.3001972 1.33% ···· 0.910859 ·· oxipng_9.0.0_o5a-fast-t1
150372972 6.3002296 1.33% ···· 0.859893 ·· oxipng_9.0.0_o6a-fast-t1
150376570 6.3004862 1.33% ···· 1.06725 RA oxipng_9.0.0_o4a-fast-t1
150684192 6.3023544 ····· ···· 1.01473 ·· pingo_0.99_s7low
150754384 6.3024312 ····· ···· 1.17070 R· ect_0.9.5_4
150528278 6.3075990 ····· ···· 1.38950 R· oxipng_9.0.0_o3a-fast-t1
151104540 6.3192757 ····· ···· 1.51935 R· ect_0.9.5_3
151065952 6.3304481 ····· ···· 1.99221 R· oxipng_9.0.0_o2a-fast-t1
151434316 6.3305178 ····· ···· 1.28588 ·· pingo_0.99_s6low
151434756 6.3307258 ····· ···· 1.30547 ·· pingo_0.99_s5low
151664685 6.3416647 ····· ···· 1.60392 ·· pingo_0.99_s4low
151665343 6.3420194 ····· ···· 1.63454 ·· pingo_0.99_s3low
151666295 6.3425054 ····· ···· 1.71115 ·· pingo_0.99_s2low
152059958 6.3587404 ····· ···· 2.08564 R· pingo_0.99_s1low
152125709 6.3609373 ····· ···· 1.94297 ·· ect_0.9.5_2
152618740 6.4240616 ····· ···· 4.2701 R· oxipng_9.0.0_o1a-fast-t1
153994175 6.4442601 ····· ···· 3.4352 ·· pingo_0.99_s0low
155991239 6.5510381 ····· ···· 8.3322 R· ect_0.9.5_1
159495644 6.7157372 ····· ···· 18.47 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
32 100.00% 2.11 100.00% 63738 0.02 all
6 18.75% 2.25 19.94% 135930 0.07 digital_painting
32 100.00% 2.11 100.00% 63738 0.02 game
4 12.50% 3.28 19.42% 75465 0.02 pixel_art_scaled
6 18.75% 0.22 1.95% 694 0.00 text
4 12.50% 0.42 2.47% 1961 0.00 ui
3 9.38% 3.38 15.02% 12625 0.01 vector
32 100.00% 2.11 100.00% 63738 0.02 visibly_opaque
29 90.62% 2.30 98.62% 70311 0.03 DirectClass_sRGB
1 3.12% 0.22 0.32% 439 0.00 DirectClass_sRGB_Alpha
2 6.25% 0.36 1.06% 90 0.00 PseudoClass_sRGB
31 96.88% 2.17 99.61% 65777 0.02 source_imagemagick->exiftool
1 3.12% 0.26 0.39% 532 0.00 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
33875193 2.8732754 100.00% ···· 0.06505907 R· all
33877358 2.8738311 59.38% 59.38% 0.144610 RA ect_0.9.5_9
33887924 2.8745373 9.38% 9.38% 0.223543 RA ect_0.9.5_8
33924036 2.8773559 ····· ···· 0.513232 R· ect_0.9.5_7
33971692 2.8797862 9.38% 9.38% 0.703801 RA ect_0.9.5_6
33939222 2.8840412 21.88% 21.88% 0.423153 ·A pingo_0.99_s9low
34042652 2.8861147 ····· ···· 1.1813 R· ect_0.9.5_5
34035701 2.8908849 ····· ···· 0.823956 ·· pingo_0.99_s8low
34152846 2.8961765 ····· ···· 1.6044 R· ect_0.9.5_4
34189051 2.9060512 ····· ···· 1.3304 ·· pingo_0.99_s7low
34306011 2.9120017 ····· ···· 1.0743 ·· oxipng_9.0.0_o5a-fast-t1
34306011 2.9120017 ····· ···· 1.0363 ·· oxipng_9.0.0_o6a-fast-t1
34306781 2.9122621 ····· ···· 1.1985 ·· oxipng_9.0.0_o4a-fast-t1
34293591 2.9137010 ····· ···· 2.1194 R· ect_0.9.5_3
34394414 2.9224598 ····· ···· 1.7584 ·· oxipng_9.0.0_o3a-fast-t1
34528119 2.9245507 ····· ···· 2.3575 R· ect_0.9.5_2
34375718 2.9249463 ····· ···· 1.6789 ·· pingo_0.99_s6low
34376158 2.9254337 ····· ···· 1.7248 ·· pingo_0.99_s5low
34582450 2.9334890 ····· ···· 2.4352 R· oxipng_9.0.0_o2a-fast-t1
34471791 2.9357058 ····· ···· 2.0480 ·· pingo_0.99_s4low
34472449 2.9365372 ····· ···· 2.1211 ·· pingo_0.99_s3low
34473401 2.9376762 ····· ···· 2.3004 ·· pingo_0.99_s2low
34624260 2.9506606 ····· ···· 2.9978 R· pingo_0.99_s1low
35186885 2.9923388 ····· ···· 4.3125 R· pingo_0.99_s0low
35258816 3.0637671 ····· ···· 5.3119 R· oxipng_9.0.0_o1a-fast-t1
36002166 3.1080928 ····· ···· 15.863 R· ect_0.9.5_1
37851934 3.3065227 ····· ···· 21.01 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
68 100.00% 0.30 100.00% 33012 0.13 all
32 47.06% 0.25 39.61% 15063 0.06 albedo
2 2.94% 1.05 10.39% 31449 0.03 diffuse
34 50.00% 0.30 50.00% 49998 0.20 normal
68 100.00% 0.30 100.00% 33012 0.13 texture
68 100.00% 0.30 100.00% 33012 0.13 visibly_opaque
62 91.18% 0.27 84.42% 35093 0.14 DirectClass_sRGB
2 2.94% 1.05 10.39% 34245 0.03 DirectClass_sRGB_Alpha
4 5.88% 0.26 5.19% 150 0.00 PseudoClass_sRGB
40 58.82% 0.25 49.35% 41995 0.18 source_gimp
24 35.29% 0.25 29.87% 18796 0.07 source_imagemagick->exiftool
4 5.88% 1.05 20.78% 28485 0.03 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
18990543 8.412012 100.00% ···· 0.0648368 R· all
19001996 8.416549 51.47% 50.00% 0.250855 RA ect_0.9.5_9
19012211 8.421594 17.65% 17.65% 0.37820 RA ect_0.9.5_8
19049333 8.439121 4.41% 2.94% 0.68438 RA ect_0.9.5_7
19090451 8.453015 10.29% ···· 1.0173 RA oxipng_9.0.0_o5a-fast-t1
19085331 8.453124 10.29% ···· 0.94255 ·· oxipng_9.0.0_o6a-fast-t1
19092095 8.453297 8.82% ···· 1.2350 R· oxipng_9.0.0_o4a-fast-t1
19093292 8.457077 2.94% 1.47% 1.3952 RA oxipng_9.0.0_o3a-fast-t1
19113430 8.468242 10.29% 10.29% 0.47407 ·A pingo_0.99_s9low
19143295 8.478721 2.94% ···· 2.2631 R· oxipng_9.0.0_o2a-fast-t1
19228686 8.518118 2.94% 2.94% 0.81952 ·A ect_0.9.5_6
19240359 8.522077 ····· ···· 0.98412 ·· pingo_0.99_s6low
19246062 8.525928 ····· ···· 0.74228 ·· pingo_0.99_s8low
19261847 8.531762 ····· ···· 1.0752 ·· pingo_0.99_s5low
19276774 8.538180 1.47% 1.47% 0.82307 ·A pingo_0.99_s7low
19288499 8.542961 ····· ···· 1.3756 ·· pingo_0.99_s3low
19288559 8.542987 ····· ···· 1.3752 ·· pingo_0.99_s4low
19304539 8.550921 1.47% ···· 4.460 R· oxipng_9.0.0_o1a-fast-t1
19304846 8.551551 ····· ···· 1.0677 ·· ect_0.9.5_5
19342330 8.568071 ····· ···· 1.2213 ·· ect_0.9.5_4
19369034 8.580822 ····· ···· 1.5806 ·· pingo_0.99_s2low
19393674 8.592001 1.47% 1.47% 1.6692 ·A ect_0.9.5_3
19424882 8.605589 ····· ···· 1.7508 ·· pingo_0.99_s1low
19508959 8.643595 ····· ···· 2.1083 ·· ect_0.9.5_2
19605301 8.677058 ····· ···· 2.752 ·· pingo_0.99_s0low
20030317 8.869744 ····· ···· 14.36 R· oxipng_9.0.0_o0a-fast-t1
20015068 8.877642 ····· ···· 3.479 ·· ect_0.9.5_1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
34 100.00% 0.30 100.00% 16027 0.06 all
32 94.12% 0.25 79.22% 15063 0.06 albedo
2 5.88% 1.05 20.78% 31449 0.03 diffuse
34 100.00% 0.30 100.00% 16027 0.06 texture
34 100.00% 0.30 100.00% 16027 0.06 visibly_opaque
30 88.24% 0.28 81.82% 16061 0.07 DirectClass_sRGB
1 2.94% 1.05 10.39% 62556 0.06 DirectClass_sRGB_Alpha
3 8.82% 0.26 7.79% 169 0.00 PseudoClass_sRGB
12 35.29% 0.25 29.87% 23624 0.10 source_gimp
20 58.82% 0.25 49.35% 9926 0.04 source_imagemagick->exiftool
2 5.88% 1.05 20.78% 31449 0.03 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
9908502 8.703780 100.00% ···· 0.0684533 R· all
9915854 8.710379 47.06% 47.06% 0.21915 RA ect_0.9.5_9
9924556 8.718550 23.53% 23.53% 0.32499 RA ect_0.9.5_8
9950880 8.745068 ····· ···· 0.58350 R· ect_0.9.5_7
9960747 8.748098 11.76% 11.76% 0.46260 ·A pingo_0.99_s9low
9969435 8.757447 8.82% ···· 0.85914 R· oxipng_9.0.0_o6a-fast-t1
9969569 8.757568 8.82% ···· 0.92928 RA oxipng_9.0.0_o5a-fast-t1
9971015 8.758866 5.88% ···· 1.137 R· oxipng_9.0.0_o4a-fast-t1
9976368 8.763139 2.94% 2.94% 1.307 RA oxipng_9.0.0_o3a-fast-t1
10003419 8.786417 2.94% 2.94% 0.69938 ·A ect_0.9.5_6
10005290 8.787736 ····· ···· 0.73150 ·· pingo_0.99_s8low
10020779 8.800902 2.94% 2.94% 0.80707 ·A pingo_0.99_s7low
10017205 8.803322 2.94% ···· 2.116 R· oxipng_9.0.0_o2a-fast-t1
10032845 8.812635 ····· ···· 0.91282 ·· ect_0.9.5_5
10034460 8.813974 ····· ···· 1.0723 ·· pingo_0.99_s5low
10034556 8.814050 ····· ···· 0.96095 ·· pingo_0.99_s6low
10048741 8.823958 ····· ···· 1.375 ·· pingo_0.99_s3low
10048741 8.823958 ····· ···· 1.374 ·· pingo_0.99_s4low
10063316 8.838324 ····· ···· 1.607 ·· pingo_0.99_s2low
10062469 8.839201 ····· ···· 1.0486 ·· ect_0.9.5_4
10073551 8.846979 ····· ···· 1.810 ·· pingo_0.99_s1low
10085611 8.866898 ····· ···· 4.227 R· oxipng_9.0.0_o1a-fast-t1
10103295 8.876558 ····· ···· 1.509 ·· ect_0.9.5_3
10160664 8.927869 ····· ···· 1.904 ·· ect_0.9.5_2
10212499 8.957328 ····· ···· 2.827 ·· pingo_0.99_s0low
10492976 9.228552 ····· ···· 14.1 R· oxipng_9.0.0_o0a-fast-t1
10551991 9.299307 ····· ···· 3.394 ·· ect_0.9.5_1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
34 100.00% 0.30 100.00% 49998 0.20 all
34 100.00% 0.30 100.00% 49998 0.20 normal
34 100.00% 0.30 100.00% 49998 0.20 texture
34 100.00% 0.30 100.00% 49998 0.20 visibly_opaque
32 94.12% 0.27 87.01% 52934 0.22 DirectClass_sRGB
1 2.94% 1.05 10.39% 5934 0.01 DirectClass_sRGB_Alpha
1 2.94% 0.26 2.60% 91 0.00 PseudoClass_sRGB
28 82.35% 0.25 68.83% 49868 0.21 source_gimp
4 11.76% 0.26 10.39% 63148 0.24 source_imagemagick->exiftool
2 5.88% 1.05 20.78% 25520 0.02 source_unknown->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
9082041 8.120244 100.00% ···· 0.0842807 R· all
9086142 8.122720 55.88% 52.94% 0.28256 RA ect_0.9.5_9
9087655 8.124637 11.76% 11.76% 0.43140 RA ect_0.9.5_8
9098453 8.133173 8.82% 5.88% 0.78525 RA ect_0.9.5_7
9121080 8.147728 11.76% ···· 1.333 RA oxipng_9.0.0_o4a-fast-t1
9120882 8.148463 11.76% ···· 1.1054 ·· oxipng_9.0.0_o5a-fast-t1
9115896 8.148800 11.76% ···· 1.0260 ·· oxipng_9.0.0_o6a-fast-t1
9116924 8.151014 2.94% ···· 1.483 R· oxipng_9.0.0_o3a-fast-t1
9126090 8.154120 2.94% ···· 2.410 R· oxipng_9.0.0_o2a-fast-t1
9152683 8.188387 8.82% 8.82% 0.48553 ·A pingo_0.99_s9low
9205803 8.230103 ····· ···· 1.0073 ·· pingo_0.99_s6low
9218928 8.234943 2.94% ···· 4.693 R· oxipng_9.0.0_o1a-fast-t1
9227387 8.249549 ····· ···· 1.0781 ·· pingo_0.99_s5low
9225267 8.249820 2.94% 2.94% 0.93966 ·A ect_0.9.5_6
9239758 8.261963 ····· ···· 1.376 ·· pingo_0.99_s3low
9239818 8.262017 ····· ···· 1.376 ·· pingo_0.99_s4low
9240772 8.264121 ····· ···· 0.75306 ·· pingo_0.99_s8low
9255995 8.275459 ····· ···· 0.83907 ·· pingo_0.99_s7low
9272001 8.290468 ····· ···· 1.2225 ·· ect_0.9.5_5
9279861 8.296941 ····· ···· 1.3940 ·· ect_0.9.5_4
9290379 8.307444 2.94% 2.94% 1.830 ·A ect_0.9.5_3
9305718 8.323321 ····· ···· 1.554 ·· pingo_0.99_s2low
9348295 8.359322 ····· ···· 2.313 ·· ect_0.9.5_2
9351331 8.364200 ····· ···· 1.691 ·· pingo_0.99_s1low
9392802 8.396789 ····· ···· 2.678 ·· pingo_0.99_s0low
9463077 8.455976 ····· ···· 3.563 ·· ect_0.9.5_1
9537341 8.510936 ····· ···· 14.7 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
56 100.00% 0.21 100.00% 27049 0.13 all
56 100.00% 0.21 100.00% 27049 0.13 logo
56 100.00% 0.21 100.00% 27049 0.13 visibly_transparent
5 8.93% 0.16 6.83% 915 0.01 DirectClass_Gray_Alpha
51 91.07% 0.22 93.17% 29611 0.14 DirectClass_sRGB_Alpha
56 100.00% 0.21 100.00% 27049 0.13 source_app->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
7031920 4.768765 100.00% ···· 0.0689845 R· all
7048490 4.780568 33.93% 33.93% 0.48458 RA pingo_0.99_s9low
7064663 4.791162 1.79% 1.79% 0.78018 RA pingo_0.99_s8low
7069298 4.794203 ····· ···· 0.88251 R· pingo_0.99_s7low
7071725 4.795353 23.21% ···· 0.89354 RA oxipng_9.0.0_o5a-fast-t1
7071725 4.795353 23.21% ···· 0.85619 ·· oxipng_9.0.0_o6a-fast-t1
7072841 4.796117 16.07% ···· 1.0265 R· oxipng_9.0.0_o4a-fast-t1
7082176 4.803536 25.00% 21.43% 0.19255 ·A ect_0.9.5_9
7082762 4.803957 17.86% 14.29% 0.29453 ·A ect_0.9.5_8
7087727 4.807248 ····· ···· 0.61123 ·· ect_0.9.5_7
7091603 4.809984 1.79% 1.79% 0.79058 ·A ect_0.9.5_6
7096797 4.812529 ····· ···· 1.3804 R· oxipng_9.0.0_o3a-fast-t1
7097544 4.814043 ····· ···· 0.94247 ·· pingo_0.99_s6low
7100581 4.816077 ····· ···· 1.0283 ·· pingo_0.99_s5low
7107252 4.820576 ····· ···· 1.987 R· oxipng_9.0.0_o2a-fast-t1
7108339 4.820850 ····· ···· 1.2736 ·· ect_0.9.5_5
7109917 4.822673 ····· ···· 1.0727 ·· pingo_0.99_s4low
7117339 4.826798 ····· ···· 1.921 ·· ect_0.9.5_3
7116737 4.827289 ····· ···· 1.1993 ·· pingo_0.99_s3low
7123512 4.831008 ····· ···· 1.6114 ·· ect_0.9.5_4
7135808 4.839000 ····· ···· 2.371 R· ect_0.9.5_2
7141299 4.844669 ····· ···· 1.649 ·· pingo_0.99_s2low
7187686 4.875495 ····· ···· 2.028 ·· pingo_0.99_s1low
7222775 4.899718 ····· ···· 4.270 R· oxipng_9.0.0_o1a-fast-t1
7285095 4.939768 ····· ···· 3.085 ·· pingo_0.99_s0low
7434357 5.046042 ····· ···· 10.13 R· ect_0.9.5_1
7638696 5.182103 ····· ···· 12.04 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
24 100.00% 0.02 100.00% 4940 0.29 all
24 100.00% 0.02 100.00% 4940 0.29 icon
12 50.00% 0.02 48.30% 7272 0.38 visibly_opaque
12 50.00% 0.02 51.70% 2607 0.20 visibly_transparent
7 29.17% 0.01 25.16% 6515 0.45 DirectClass_sRGB
17 70.83% 0.02 74.84% 4291 0.22 DirectClass_sRGB_Alpha
4 16.67% 0.00 3.58% 694 0.17 source_app
20 83.33% 0.02 96.42% 5789 0.31 source_app->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
462544 8.77875 100.00% ···· 0.039942 R· all
468835 8.83256 70.83% 37.50% 0.1409 RA ect_0.9.5_9
468958 8.83492 37.50% 4.17% 0.2098 RA ect_0.9.5_8
469473 8.84629 8.33% ···· 0.3899 R· ect_0.9.5_7
465364 8.84761 12.50% 8.33% 0.2289 ·A pingo_0.99_s9low
469750 8.85072 4.17% ···· 0.4564 R· ect_0.9.5_6
465634 8.85316 8.33% 4.17% 0.2599 ·A pingo_0.99_s8low
465966 8.85724 4.17% ···· 0.2768 ·· pingo_0.99_s7low
470409 8.86144 8.33% ···· 0.614 R· ect_0.9.5_5
466478 8.86555 4.17% ···· 0.2841 ·· pingo_0.99_s6low
468263 8.87272 8.33% ···· 0.596 ·A oxipng_9.0.0_o5a-fast-t1
468263 8.87272 8.33% ···· 0.566 ·· oxipng_9.0.0_o6a-fast-t1
471131 8.87553 4.17% ···· 0.738 R· ect_0.9.5_4
468377 8.88447 4.17% ···· 1.28 R· oxipng_9.0.0_o2a-fast-t1
468844 8.89632 4.17% ···· 0.662 ·· oxipng_9.0.0_o4a-fast-t1
467967 8.89997 4.17% 4.17% 1.28 RA ect_0.9.5_2
469334 8.90305 ····· ···· 0.780 ·· oxipng_9.0.0_o3a-fast-t1
470085 8.92130 ····· ···· 0.3001 ·· pingo_0.99_s5low
467814 8.92621 ····· ···· 0.3508 ·· pingo_0.99_s4low
468087 8.93086 ····· ···· 1.16 ·· ect_0.9.5_3
469759 8.97179 ····· ···· 0.374 ·· pingo_0.99_s3low
470416 8.98166 ····· ···· 0.431 ·· pingo_0.99_s2low
473976 8.98344 ····· ···· 0.597 ·· pingo_0.99_s0low
473098 9.00991 ····· ···· 0.461 ·· pingo_0.99_s1low
481850 9.14424 ····· ···· 3.47 R· ect_0.9.5_1
480861 9.17786 ····· ···· 2.23 ·· oxipng_9.0.0_o1a-fast-t1
502373 9.51610 ····· ···· 5.36 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
73 100.00% 0.23 100.00% 804 0.00 all
10 13.70% 0.55 32.98% 3869 0.01 game_asset
73 100.00% 0.23 100.00% 804 0.00 pixel_art
10 13.70% 0.55 32.98% 3869 0.01 sprite_sheet
63 86.30% 0.17 63.48% 383 0.00 visibly_opaque
10 13.70% 0.60 36.52% 3459 0.00 visibly_transparent
3 4.11% 0.15 2.79% 7408 0.08 DirectClass_sRGB
6 8.22% 0.83 30.11% 5748 0.01 DirectClass_sRGB_Alpha
2 2.74% 0.22 2.68% 2 0.00 PseudoClass_Gray
58 79.45% 0.17 58.00% 33 0.00 PseudoClass_sRGB
4 5.48% 0.27 6.42% 26 0.00 PseudoClass_sRGB_Alpha
4 5.48% 0.12 2.87% 1049 0.02 source_app
6 8.22% 0.83 30.11% 5748 0.01 source_app->exiftool
63 86.30% 0.18 67.02% 318 0.00 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
2649738 1.223092 100.00% ···· 0.167275 R· all
2650878 1.224196 72.60% 61.64% 1.1318 RA pingo_0.99_s9low
2655039 1.226344 12.33% 4.11% 1.5566 RA pingo_0.99_s8low
2688670 1.231426 5.48% ···· 1.992 R· pingo_0.99_s7low
2697176 1.236388 6.85% ···· 2.077 R· pingo_0.99_s6low
2662134 1.236412 20.55% 13.70% 0.67949 ·A ect_0.9.5_9
2662288 1.237066 9.59% 4.11% 1.0089 ·A ect_0.9.5_8
2697979 1.237805 8.22% ···· 2.110 R· pingo_0.99_s5low
2664944 1.238083 5.48% ···· 1.9818 ·· ect_0.9.5_7
2700832 1.238258 6.85% ···· 2.070 ·A pingo_0.99_s4low
2663938 1.239010 8.22% 2.74% 2.6397 RA ect_0.9.5_6
2701894 1.239875 5.48% ···· 2.103 ·· pingo_0.99_s3low
2702772 1.240613 5.48% ···· 2.347 ·· pingo_0.99_s2low
2669117 1.241877 5.48% ···· 4.011 R· ect_0.9.5_5
2685495 1.242193 6.85% ···· 1.9391 ·· oxipng_9.0.0_o5a-fast-t1
2685495 1.242193 6.85% ···· 1.8944 ·· oxipng_9.0.0_o6a-fast-t1
2685502 1.242204 6.85% ···· 2.1055 ·A oxipng_9.0.0_o4a-fast-t1
2676644 1.245425 5.48% ···· 5.341 R· ect_0.9.5_4
2702358 1.245863 5.48% ···· 3.872 ·· oxipng_9.0.0_o2a-fast-t1
2702484 1.245921 5.48% ···· 2.624 ·· oxipng_9.0.0_o3a-fast-t1
2728648 1.247767 5.48% ···· 2.777 ·· pingo_0.99_s1low
2684161 1.248712 5.48% ···· 6.085 R· ect_0.9.5_3
2685584 1.249711 5.48% ···· 7.109 R· ect_0.9.5_2
2776053 1.261493 5.48% ···· 3.233 ·· pingo_0.99_s0low
2940728 1.299358 5.48% ···· 5.748 ·· oxipng_9.0.0_o1a-fast-t1
2908798 1.337246 5.48% ···· 20.32 R· ect_0.9.5_1
3293506 1.409786 5.48% ···· 14.34 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
63 100.00% 0.18 100.00% 318 0.00 all
63 100.00% 0.18 100.00% 318 0.00 pixel_art
59 93.65% 0.17 90.43% 338 0.00 visibly_opaque
4 6.35% 0.27 9.57% 26 0.00 visibly_transparent
2 3.17% 0.20 3.56% 9056 0.09 DirectClass_sRGB
2 3.17% 0.22 4.01% 2 0.00 PseudoClass_Gray
55 87.30% 0.17 82.86% 33 0.00 PseudoClass_sRGB
4 6.35% 0.27 9.57% 26 0.00 PseudoClass_sRGB_Alpha
63 100.00% 0.18 100.00% 318 0.00 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
1383864 1.087951 100.00% ···· 0.19745 R· all
1384704 1.089159 76.19% 69.84% 1.2348 RA pingo_0.99_s9low
1387548 1.091514 7.94% 4.76% 1.669 RA pingo_0.99_s8low
1393380 1.094466 ····· ···· 2.107 R· pingo_0.99_s7low
1399158 1.098733 1.59% ···· 2.201 R· pingo_0.99_s6low
1399961 1.100376 3.17% ···· 2.239 R· pingo_0.99_s5low
1403221 1.101149 1.59% ···· 2.197 ·A pingo_0.99_s4low
1403876 1.102774 ····· ···· 2.227 ·· pingo_0.99_s3low
1395034 1.103272 12.70% 11.11% 0.75400 ·A ect_0.9.5_9
1404596 1.103529 ····· ···· 2.480 R· pingo_0.99_s2low
1395232 1.104030 4.76% 4.76% 1.1171 ·A ect_0.9.5_8
1396375 1.105075 ····· ···· 2.184 ·· ect_0.9.5_7
1397454 1.106313 ····· ···· 2.903 R· ect_0.9.5_6
1401667 1.107214 1.59% ···· 2.091 ·· oxipng_9.0.0_o5a-fast-t1
1401667 1.107214 1.59% ···· 2.042 ·· oxipng_9.0.0_o6a-fast-t1
1401674 1.107226 1.59% ···· 2.264 ·A oxipng_9.0.0_o4a-fast-t1
1411539 1.109365 ····· ···· 2.908 R· pingo_0.99_s1low
1401076 1.109446 ····· ···· 4.402 R· ect_0.9.5_5
1405375 1.109676 ····· ···· 4.151 ·· oxipng_9.0.0_o2a-fast-t1
1405501 1.109743 ····· ···· 2.811 ·· oxipng_9.0.0_o3a-fast-t1
1405885 1.113102 ····· ···· 5.845 R· ect_0.9.5_4
1410150 1.116408 ····· ···· 6.651 R· ect_0.9.5_3
1411116 1.117513 ····· ···· 7.818 R· ect_0.9.5_2
1427880 1.120633 ····· ···· 3.287 ·· pingo_0.99_s0low
1435069 1.140768 ····· ···· 6.071 ·· oxipng_9.0.0_o1a-fast-t1
1526225 1.201558 ····· ···· 21.8 R· ect_0.9.5_1
1577096 1.238250 ····· ···· 14.5 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
33 100.00% 1.62 100.00% 9346 0.00 all
1 3.03% 1.17 2.19% 4 0.00 comic
4 12.12% 3.28 24.62% 75465 0.02 game
33 100.00% 1.62 100.00% 9346 0.00 pixel_art_scaled
14 42.42% 0.66 17.43% 186 0.00 watermark
30 90.91% 1.71 96.31% 10274 0.00 visibly_opaque
3 9.09% 0.66 3.69% 65 0.00 visibly_transparent
13 39.39% 1.53 37.21% 23521 0.01 DirectClass_sRGB
12 36.36% 2.20 49.43% 194 0.00 DirectClass_sRGB_Alpha
7 21.21% 0.86 11.34% 27 0.00 PseudoClass_sRGB
1 3.03% 1.08 2.03% 106 0.00 PseudoClass_sRGB_Alpha
16 48.48% 1.39 41.59% 19026 0.00 source_imagemagick->exiftool
12 36.36% 2.00 45.09% 222 0.00 source_web
5 15.15% 1.42 13.32% 265 0.00 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
3804747 0.39147465 100.00% ···· 0.159148 R· all
3811948 0.39420956 51.52% 36.36% 0.349101 RA ect_0.9.5_9
3815253 0.39446664 24.24% 6.06% 0.553906 RA ect_0.9.5_8
3820271 0.39479260 6.06% ···· 1.3503 R· ect_0.9.5_7
3825840 0.39482348 6.06% 3.03% 1.9140 RA ect_0.9.5_6
3831291 0.39533214 ····· ···· 3.2567 R· ect_0.9.5_5
3846862 0.39662205 ····· ···· 4.5169 R· ect_0.9.5_4
3840544 0.39676430 36.36% 33.33% 1.0331 ·A pingo_0.99_s9low
3850136 0.39725338 3.03% ···· 1.7606 ·· pingo_0.99_s8low
3876397 0.40050430 ····· ···· 2.9646 ·· pingo_0.99_s7low
3869462 0.40116349 ····· ···· 3.0821 ·· oxipng_9.0.0_o5a-fast-t1
3869503 0.40117013 ····· ···· 3.3525 ·· oxipng_9.0.0_o4a-fast-t1
3869688 0.40129725 ····· ···· 3.0000 ·· oxipng_9.0.0_o6a-fast-t1
3878488 0.40299175 ····· ···· 6.3763 R· ect_0.9.5_3
3912636 0.40661349 ····· ···· 4.5852 ·· oxipng_9.0.0_o3a-fast-t1
3943786 0.40976217 ····· ···· 5.0449 ·· pingo_0.99_s6low
3943839 0.40981924 ····· ···· 5.0670 ·· pingo_0.99_s5low
3912738 0.41182202 ····· ···· 5.3146 ·· ect_0.9.5_2
3946315 0.41188270 ····· ···· 6.6575 R· oxipng_9.0.0_o2a-fast-t1
3988301 0.42852864 ····· ···· 5.5768 ·· pingo_0.99_s4low
3988355 0.42858684 ····· ···· 5.5871 ·· pingo_0.99_s3low
3988720 0.42899050 ····· ···· 5.6561 ·· pingo_0.99_s2low
4042621 0.43527191 ····· ···· 7.0703 R· pingo_0.99_s1low
4184258 0.43640670 ····· ···· 52.04 R· ect_0.9.5_1
4108040 0.44499096 ····· ···· 12.48 ·· oxipng_9.0.0_o1a-fast-t1
4200953 0.45737776 ····· ···· 8.495 ·· pingo_0.99_s0low
4634169 0.50029312 ····· ···· 27.75 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
29 100.00% 1.39 100.00% 226 0.00 all
1 3.45% 1.17 2.90% 4 0.00 comic
29 100.00% 1.39 100.00% 226 0.00 pixel_art_scaled
14 48.28% 0.66 23.12% 186 0.00 watermark
26 89.66% 1.47 95.11% 244 0.00 visibly_opaque
3 10.34% 0.66 4.89% 65 0.00 visibly_transparent
9 31.03% 0.75 16.70% 435 0.00 DirectClass_sRGB
12 41.38% 2.20 65.57% 194 0.00 DirectClass_sRGB_Alpha
7 24.14% 0.86 15.04% 27 0.00 PseudoClass_sRGB
1 3.45% 1.08 2.69% 106 0.00 PseudoClass_sRGB_Alpha
12 41.38% 0.75 22.51% 213 0.00 source_imagemagick->exiftool
12 41.38% 2.00 59.82% 222 0.00 source_web
5 17.24% 1.42 17.67% 265 0.00 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
bpp (mean) | |included in 'all'
B | mins unique mins || best of
602165 0.199122 100.00% ···· 0.189807 R· all
609329 0.202220 48.28% 31.03% 0.381391 RA ect_0.9.5_9
609547 0.202297 27.59% 6.90% 0.60604 RA ect_0.9.5_8
609581 0.202370 3.45% ···· 2.0960 R· ect_0.9.5_6
609871 0.202434 6.90% ···· 1.4777 ·· ect_0.9.5_7
610363 0.202673 ····· ···· 3.5664 R· ect_0.9.5_5
616710 0.203687 ····· ···· 4.943 R· ect_0.9.5_4
621857 0.204045 41.38% 37.93% 1.1179 ·A pingo_0.99_s9low
622391 0.204213 3.45% ···· 1.8842 ·· pingo_0.99_s8low
625211 0.205180 ····· ···· 3.1774 ·· pingo_0.99_s7low
624806 0.205849 ····· ···· 3.3572 ·· oxipng_9.0.0_o5a-fast-t1
624847 0.205857 ····· ···· 3.6481 ·· oxipng_9.0.0_o4a-fast-t1
625032 0.206002 ····· ···· 3.2687 ·· oxipng_9.0.0_o6a-fast-t1
622781 0.206356 ····· ···· 6.973 R· ect_0.9.5_3
645859 0.210738 ····· ···· 4.982 ·· oxipng_9.0.0_o3a-fast-t1
654299 0.212993 ····· ···· 7.258 R· oxipng_9.0.0_o2a-fast-t1
659800 0.213619 ····· ···· 5.492 ·· pingo_0.99_s6low
659853 0.213684 ····· ···· 5.517 ·· pingo_0.99_s5low
643796 0.215060 ····· ···· 5.713 ·· ect_0.9.5_2
694976 0.227682 ····· ···· 57.4 R· ect_0.9.5_1
687874 0.231209 ····· ···· 6.043 ·· pingo_0.99_s4low
687928 0.231275 ····· ···· 6.054 ·· pingo_0.99_s3low
688293 0.231734 ····· ···· 6.132 ·· pingo_0.99_s2low
703409 0.236505 ····· ···· 7.662 ·· pingo_0.99_s1low
704910 0.240926 ····· ···· 13.53 ·· oxipng_9.0.0_o1a-fast-t1
759579 0.256020 ····· ···· 9.049 ·· pingo_0.99_s0low
812066 0.278021 ····· ···· 28.31 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
51 100.00% 1.75 100.00% 254917 0.23 all
6 11.76% 1.66 11.18% 302073 0.18 digital_painting_like
51 100.00% 1.75 100.00% 254917 0.23 machine_learning
21 41.18% 1.84 43.37% 251721 0.21 photo_like
50 98.04% 1.75 98.24% 245600 0.22 visibly_opaque
1 1.96% 1.57 1.76% 720731 0.46 visibly_transparent
50 98.04% 1.75 98.24% 245600 0.22 DirectClass_sRGB
1 1.96% 1.57 1.76% 720731 0.46 DirectClass_sRGB_Alpha
29 56.86% 1.85 60.17% 252952 0.26 source_imagemagick->exiftool
22 43.14% 1.61 39.83% 257507 0.19 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
110938015 10.252346 100.00% ···· 0.07620570 R· all
110951179 10.254856 74.51% 74.51% 0.164129 RA ect_0.9.5_9
111048589 10.260945 11.76% 11.76% 0.241232 RA ect_0.9.5_8
111109937 10.269451 13.73% 13.73% 0.350380 RA pingo_0.99_s9low
111242010 10.281001 ····· ···· 0.426394 R· ect_0.9.5_7
111421062 10.298453 ····· ···· 0.500936 R· ect_0.9.5_6
111517272 10.306893 ····· ···· 0.570631 R· pingo_0.99_s8low
111633069 10.315536 ····· ···· 0.623330 R· ect_0.9.5_5
111646280 10.324295 ····· ···· 0.702847 R· oxipng_9.0.0_o6a-fast-t1
111761252 10.324666 ····· ···· 0.677053 ·· pingo_0.99_s7low
111659545 10.326493 ····· ···· 0.772534 R· oxipng_9.0.0_o5a-fast-t1
111660224 10.326896 ····· ···· 0.97644 R· oxipng_9.0.0_o4a-fast-t1
111677076 10.329675 ····· ···· 1.0853 R· oxipng_9.0.0_o3a-fast-t1
111964909 10.342336 ····· ···· 0.689247 ·· ect_0.9.5_4
112009346 10.348075 ····· ···· 0.87274 ·· pingo_0.99_s5low
112009354 10.348080 ····· ···· 0.87223 ·· pingo_0.99_s6low
112106284 10.360284 ····· ···· 0.98540 ·· ect_0.9.5_3
112113255 10.361377 ····· ···· 1.2145 R· pingo_0.99_s3low
112113255 10.361377 ····· ···· 1.2143 ·· pingo_0.99_s4low
112113864 10.361741 ····· ···· 1.2183 R· pingo_0.99_s2low
112233864 10.374819 ····· ···· 1.3037 R· pingo_0.99_s1low
112334261 10.375340 ····· ···· 1.6709 R· oxipng_9.0.0_o2a-fast-t1
112649368 10.405385 ····· ···· 3.6146 R· oxipng_9.0.0_o1a-fast-t1
113081816 10.432577 ····· ···· 1.4919 ·· ect_0.9.5_2
114000916 10.536887 ····· ···· 2.6395 ·· pingo_0.99_s0low
116067756 10.697069 ····· ···· 1.8781 ·· ect_0.9.5_1
117363501 10.818199 ····· ···· 13.65 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
45 100.00% 1.55 100.00% 75544 0.06 all
45 100.00% 1.55 100.00% 75544 0.06 algorithmic
2 4.44% 8.52 24.42% 6 0.00 fractal
27 60.00% 1.14 44.11% 124026 0.10 jxl_art
16 35.56% 1.37 31.47% 3173 0.00 larip
45 100.00% 1.55 100.00% 75544 0.06 visibly_opaque
18 40.00% 1.33 34.26% 129907 0.10 DirectClass_sRGB
12 26.67% 1.18 20.23% 88396 0.08 DirectClass_sRGB_Alpha
10 22.22% 0.86 12.33% 28 0.00 PseudoClass_Gray
5 11.11% 4.63 33.18% 24 0.00 PseudoClass_sRGB
24 53.33% 1.89 64.91% 4699 0.00 source_imagemagick->exiftool
11 24.44% 1.36 21.37% 109202 0.08 source_web
10 22.22% 0.96 13.73% 208550 0.18 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
21891106 2.7970496 100.00% ···· 0.183500 R· all
21933310 2.8030519 37.78% 31.11% 1.32859 RA pingo_0.99_s9low
21971301 2.8081270 13.33% 2.22% 1.9259 RA pingo_0.99_s8low
21990501 2.8128574 33.33% 31.11% 0.554446 ·A ect_0.9.5_9
21998680 2.8138819 15.56% 13.33% 0.858728 ·A ect_0.9.5_8
22022278 2.8149971 8.89% ···· 2.5551 R· pingo_0.99_s7low
22030822 2.8182489 ····· ···· 1.9375 ·· ect_0.9.5_7
22039958 2.8196384 2.22% 2.22% 2.6175 RA ect_0.9.5_6
22101008 2.8243022 2.22% ···· 3.3847 R· oxipng_9.0.0_o6a-fast-t1
22101179 2.8243312 2.22% ···· 3.4543 R· oxipng_9.0.0_o5a-fast-t1
22079517 2.8251057 ····· ···· 4.7452 R· ect_0.9.5_5
22117742 2.8261000 2.22% ···· 3.6866 ·A oxipng_9.0.0_o4a-fast-t1
22129276 2.8277062 ····· ···· 3.6438 ·· pingo_0.99_s6low
22129612 2.8283296 ····· ···· 3.7236 ·· pingo_0.99_s5low
22128269 2.8317280 ····· ···· 6.5713 R· ect_0.9.5_4
22163162 2.8331984 2.22% ···· 4.3346 ·· oxipng_9.0.0_o3a-fast-t1
22208645 2.8446263 ····· ···· 4.0612 ·· pingo_0.99_s4low
22208793 2.8448716 ····· ···· 4.0823 ·· pingo_0.99_s3low
22209257 2.8456927 ····· ···· 4.1153 ·· pingo_0.99_s2low
22252858 2.8472569 2.22% ···· 6.2887 ·A oxipng_9.0.0_o2a-fast-t1
22220023 2.8478130 2.22% 2.22% 8.6574 RA ect_0.9.5_3
22289373 2.8567902 ····· ···· 4.5417 ·· pingo_0.99_s1low
22394423 2.8750298 ····· ···· 6.2298 ·· ect_0.9.5_2
22542107 2.8960696 ····· ···· 9.0600 R· oxipng_9.0.0_o1a-fast-t1
22713699 2.9244430 ····· ···· 5.8128 ·· pingo_0.99_s0low
23987317 3.0690309 ····· ···· 52.52 R· ect_0.9.5_1
24454891 3.1672270 ····· ···· 23.28 ·· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
18 100.00% 2.17 100.00% 2821 0.00 all
18 100.00% 2.17 100.00% 2821 0.00 algorithmic
2 11.11% 8.52 43.69% 6 0.00 fractal
16 88.89% 1.37 56.31% 3173 0.00 larip
18 100.00% 2.17 100.00% 2821 0.00 visibly_opaque
4 22.22% 2.07 21.27% 12596 0.01 DirectClass_sRGB
9 50.00% 0.84 19.37% 31 0.00 PseudoClass_Gray
5 27.78% 4.63 59.36% 24 0.00 PseudoClass_sRGB
18 100.00% 2.17 100.00% 2821 0.00 source_imagemagick->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
1487663 0.3340946 100.00% ···· 0.403426 R· all
1494484 0.3354500 55.56% 44.44% 2.5430 RA pingo_0.99_s9low
1495359 0.3357411 22.22% ···· 3.5873 R· pingo_0.99_s8low
1498222 0.3365418 16.67% ···· 4.7563 RA pingo_0.99_s7low
1526982 0.3418549 ····· ···· 6.858 R· pingo_0.99_s6low
1527006 0.3418965 ····· ···· 7.035 R· pingo_0.99_s5low
1538977 0.3453738 ····· ···· 7.428 R· pingo_0.99_s4low
1539001 0.3454153 ····· ···· 7.470 R· pingo_0.99_s3low
1539039 0.3454834 ····· ···· 7.521 R· pingo_0.99_s2low
1561207 0.3473627 ····· ···· 8.028 R· pingo_0.99_s1low
1561548 0.3508638 5.56% ···· 6.941 ·· oxipng_9.0.0_o5a-fast-t1
1561548 0.3508638 5.56% ···· 6.839 ·· oxipng_9.0.0_o6a-fast-t1
1575562 0.3536857 5.56% ···· 7.323 ·A oxipng_9.0.0_o4a-fast-t1
1576726 0.3538564 11.11% 5.56% 1.0513 ·A ect_0.9.5_9
1576788 0.3538924 16.67% 11.11% 1.6227 ·A ect_0.9.5_8
1578296 0.3541781 ····· ···· 5.1797 ·· ect_0.9.5_6
1577768 0.3542152 ····· ···· 3.7904 ·· ect_0.9.5_7
1578827 0.3543886 ····· ···· 9.561 R· ect_0.9.5_5
1579654 0.3546680 ····· ···· 13.54 R· ect_0.9.5_4
1587786 0.3552192 ····· ···· 8.435 ·· oxipng_9.0.0_o3a-fast-t1
1582324 0.3565284 5.56% 5.56% 18.18 RA ect_0.9.5_3
1603816 0.3588312 ····· ···· 12.39 ·· oxipng_9.0.0_o2a-fast-t1
1645635 0.3650625 ····· ···· 9.254 ·· pingo_0.99_s0low
1648877 0.3666869 ····· ···· 16.14 ·· oxipng_9.0.0_o1a-fast-t1
1636307 0.3684626 ····· ···· 11.36 ·· ect_0.9.5_2
1785412 0.3982453 ····· ···· 28.09 R· oxipng_9.0.0_o0a-fast-t1
1804924 0.4045266 ····· ···· 112 R· ect_0.9.5_1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
27 100.00% 1.14 100.00% 124026 0.10 all
27 100.00% 1.14 100.00% 124026 0.10 algorithmic
27 100.00% 1.14 100.00% 124026 0.10 jxl_art
27 100.00% 1.14 100.00% 124026 0.10 visibly_opaque
14 51.85% 1.12 50.73% 163425 0.13 DirectClass_sRGB
12 44.44% 1.18 45.87% 88396 0.08 DirectClass_sRGB_Alpha
1 3.70% 1.05 3.41% 2 0.00 PseudoClass_Gray
6 22.22% 1.05 20.44% 10331 0.01 source_imagemagick->exiftool
11 40.74% 1.36 48.44% 109202 0.08 source_web
10 37.04% 0.96 31.12% 208550 0.18 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
20403443 4.4390195 100.00% ···· 0.0808265 R· all
20438826 4.4481199 25.93% 22.22% 0.51899 RA pingo_0.99_s9low
20413775 4.4521914 48.15% 48.15% 0.223203 ·A ect_0.9.5_9
20421892 4.4538749 14.81% 14.81% 0.349404 ·A ect_0.9.5_8
20475942 4.4563843 7.41% 3.70% 0.81831 RA pingo_0.99_s8low
20453054 4.4609380 ····· ···· 0.70230 ·· ect_0.9.5_7
20461662 4.4632786 3.70% 3.70% 0.90932 RA ect_0.9.5_6
20524056 4.4673007 3.70% ···· 1.0877 R· pingo_0.99_s7low
20500690 4.4722504 ····· ···· 1.5347 R· ect_0.9.5_5
20539460 4.4732611 ····· ···· 1.0816 ·· oxipng_9.0.0_o6a-fast-t1
20539631 4.4733094 ····· ···· 1.1296 ·· oxipng_9.0.0_o5a-fast-t1
20542180 4.4743762 ····· ···· 1.2623 ·· oxipng_9.0.0_o4a-fast-t1
20548615 4.4831013 ····· ···· 1.9238 R· ect_0.9.5_4
20602294 4.4849404 ····· ···· 1.5012 ·· pingo_0.99_s6low
20575376 4.4851845 3.70% ···· 1.6009 ·· oxipng_9.0.0_o3a-fast-t1
20602606 4.4859517 ····· ···· 1.5157 ·· pingo_0.99_s5low
20649042 4.5062074 3.70% ···· 2.2222 RA oxipng_9.0.0_o2a-fast-t1
20637699 4.5086694 ····· ···· 2.3087 R· ect_0.9.5_3
20669668 4.5107947 ····· ···· 1.8165 ·· pingo_0.99_s4low
20669792 4.5111758 ····· ···· 1.8238 ·· pingo_0.99_s3low
20670218 4.5124989 ····· ···· 1.8451 ·· pingo_0.99_s2low
20728166 4.5297419 ····· ···· 2.2178 ·· pingo_0.99_s1low
20758116 4.5460746 ····· ···· 2.8106 R· ect_0.9.5_2
20893230 4.5823247 ····· ···· 4.341 R· oxipng_9.0.0_o1a-fast-t1
21068064 4.6306966 ····· ···· 3.5185 ·· pingo_0.99_s0low
22182393 4.8453672 ····· ···· 12.94 R· ect_0.9.5_1
22669479 5.0132148 ····· ···· 20.08 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag
22 100.00% 1.66 100.00% 140632 0.11 all
1 4.55% 2.07 5.67% 85479 0.04 glitch
22 100.00% 1.66 100.00% 140632 0.11 mixed
22 100.00% 1.66 100.00% 140632 0.11 visibly_opaque
19 86.36% 1.62 84.38% 133534 0.11 DirectClass_sRGB
3 13.64% 1.90 15.62% 185586 0.10 DirectClass_sRGB_Alpha
1 4.55% 1.17 3.19% 26611 0.02 source_gimp->exiftool
1 4.55% 0.43 1.18% 72842 0.17 source_gnome_screenshot->exiftool
19 86.36% 1.62 84.38% 133534 0.11 source_imagemagick->exiftool
1 4.55% 4.11 11.25% 457306 0.11 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
27497077 5.9495046 100.00% ···· 0.0691065 R· all
27528732 5.9686555 13.64% 13.64% 0.37736 RA pingo_0.99_s9low
27618916 5.9720134 72.73% 72.73% 0.156433 ·A ect_0.9.5_9
27623822 5.9733932 9.09% 9.09% 0.237203 ·A ect_0.9.5_8
27572056 5.9800826 ····· ···· 0.65278 R· pingo_0.99_s8low
27641009 5.9809201 ····· ···· 0.47961 ·· ect_0.9.5_7
27663673 5.9916049 ····· ···· 0.60563 ·· ect_0.9.5_6
27626210 5.9930260 ····· ···· 0.83611 R· pingo_0.99_s7low
27708540 6.0066168 ····· ···· 0.87617 R· ect_0.9.5_5
27820690 6.0207458 ····· ···· 1.0981 R· pingo_0.99_s5low
27771461 6.0215157 ····· ···· 1.0415 ·· ect_0.9.5_4
27821127 6.0254394 ····· ···· 1.0972 ·· pingo_0.99_s6low
27877041 6.0269934 4.55% ···· 0.84607 ·A oxipng_9.0.0_o5a-fast-t1
27877041 6.0269934 4.55% ···· 0.79827 ·· oxipng_9.0.0_o6a-fast-t1
27877403 6.0308815 ····· ···· 0.98775 ·· oxipng_9.0.0_o4a-fast-t1
27910163 6.0383630 ····· ···· 1.2609 R· oxipng_9.0.0_o3a-fast-t1
27943510 6.0528203 ····· ···· 1.4254 R· pingo_0.99_s3low
27944061 6.0587384 ····· ···· 1.4211 ·· pingo_0.99_s4low
27915685 6.0593302 ····· ···· 1.2731 ·· ect_0.9.5_3
27944285 6.0611443 ····· ···· 1.4375 R· pingo_0.99_s2low
28006835 6.0782293 ····· ···· 1.6618 R· pingo_0.99_s1low
28232373 6.0834634 ····· ···· 1.7723 R· oxipng_9.0.0_o2a-fast-t1
28317949 6.1258479 ····· ···· 1.7651 ·· ect_0.9.5_2
28772938 6.2107745 ····· ···· 3.1094 R· pingo_0.99_s0low
28706951 6.2261746 ····· ···· 3.7377 R· oxipng_9.0.0_o1a-fast-t1
29498238 6.3853154 ····· ···· 4.684 R· ect_0.9.5_1
30401757 6.5866820 ····· ···· 17.02 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
colors (mean)
images Mpx (mean) | colors/px (mean)
| share | share | | tag
21 100.00% 0.99 100.00% 62692 0.08 all
21 100.00% 0.99 100.00% 62692 0.08 misc
19 90.48% 1.05 96.11% 63377 0.08 visibly_opaque
2 9.52% 0.40 3.89% 56192 0.13 visibly_transparent
12 57.14% 1.15 66.96% 83692 0.10 DirectClass_sRGB
5 23.81% 0.57 13.69% 62377 0.11 DirectClass_sRGB_Alpha
3 14.29% 1.29 18.75% 113 0.00 PseudoClass_Gray
1 4.76% 0.13 0.61% 14 0.00 PseudoClass_sRGB
16 76.19% 1.06 82.27% 69400 0.09 source_imagemagick->exiftool
1 4.76% 1.50 7.25% 6552 0.00 source_sdl
2 9.52% 0.26 2.52% 5932 0.02 source_web
2 9.52% 0.82 7.96% 93857 0.13 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
12670711 5.8482524 100.00% ···· 0.0934693 R· all
12674737 5.8503940 38.10% 38.10% 0.253148 RA ect_0.9.5_9
12678233 5.8518017 14.29% 14.29% 0.38039 RA ect_0.9.5_8
12695478 5.8577153 23.81% 23.81% 0.58060 RA pingo_0.99_s9low
12686965 5.8583138 14.29% 14.29% 0.76197 RA ect_0.9.5_7
12726196 5.8685795 ····· ···· 0.96356 R· ect_0.9.5_6
12735816 5.8724193 ····· ···· 0.92963 ·· pingo_0.99_s8low
12760037 5.8806755 ····· ···· 1.6456 R· ect_0.9.5_5
12757546 5.8819687 ····· ···· 1.5449 ·· oxipng_9.0.0_o4a-fast-t1
12764637 5.8850567 ····· ···· 1.3712 ·· oxipng_9.0.0_o5a-fast-t1
12764637 5.8850567 ····· ···· 1.3064 ·· oxipng_9.0.0_o6a-fast-t1
12778007 5.8883729 ····· ···· 1.9157 R· oxipng_9.0.0_o3a-fast-t1
12801954 5.8959487 ····· ···· 1.3857 ·· pingo_0.99_s7low
12816559 5.9001228 4.76% ···· 1.6059 ·· pingo_0.99_s6low
12816572 5.9001468 4.76% ···· 1.6755 ·· pingo_0.99_s5low
12822781 5.9064878 ····· ···· 2.926 R· oxipng_9.0.0_o2a-fast-t1
12870105 5.9302446 4.76% ···· 1.8838 ·· pingo_0.99_s4low
12870107 5.9302504 4.76% ···· 1.8910 ·· pingo_0.99_s3low
12814058 5.9310002 ····· ···· 2.2295 ·· ect_0.9.5_4
12870893 5.9316127 4.76% ···· 1.9648 ·A pingo_0.99_s2low
12863823 5.9541489 ····· ···· 2.8448 ·· ect_0.9.5_3
12942606 5.9572908 ····· ···· 2.2931 ·· pingo_0.99_s1low
12917832 5.9580094 4.76% 4.76% 3.3133 RA ect_0.9.5_2
13144571 6.0183852 ····· ···· 3.847 R· pingo_0.99_s0low
13038163 6.0278523 ····· ···· 5.154 R· oxipng_9.0.0_o1a-fast-t1
13483395 6.1958258 ····· ···· 11.58 R· ect_0.9.5_1
13826711 6.3289527 ····· ···· 16.28 R· oxipng_9.0.0_o0a-fast-t1
contents | ect-single oxipng-extra-single pingo-single > here
images Mpx (mean) colors/px (mean) images Mpx (mean) colors/px (mean)
| share | share colors (mean) tag | share | share colors (mean) tag
106 100.00% 2.17 100.00% 108919 0.09 all 2 1.89% 0.40 0.35% 46824 0.13 stereogram
18 16.98% 1.57 12.27% 194320 0.19 album_art 2 1.89% 0.92 0.80% 16480 0.02 thumbnail
3 2.83% 1.82 2.37% 116147 0.06 blend 3 2.83% 4.39 5.72% 7306 0.00 vector
1 0.94% 0.08 0.04% 45979 0.57 boxed 98 92.45% 1.95 82.90% 111852 0.09 visibly_opaque
14 13.21% 3.63 22.05% 25988 0.01 chart 8 7.55% 4.93 17.10% 72993 0.06 visibly_transparent
11 10.38% 4.19 19.98% 88057 0.03 comic 70 66.04% 1.79 54.40% 123300 0.10 DirectClass_sRGB
3 2.83% 1.12 1.45% 25396 0.03 dither_mean 24 22.64% 2.96 30.81% 121348 0.10 DirectClass_sRGB_Alpha
2 1.89% 8.25 7.16% 422948 0.05 drawing 10 9.43% 3.27 14.17% 196 0.00 PseudoClass_Gray
3 2.83% 4.61 6.00% 60717 0.04 edit 2 1.89% 0.71 0.62% 45 0.00 PseudoClass_sRGB
1 0.94% 2.07 0.90% 85479 0.04 glitch 1 0.94% 0.92 0.40% 29867 0.03 source_gimp
2 1.89% 1.72 1.49% 146688 0.09 gregstump 1 0.94% 1.17 0.51% 26611 0.02 source_gimp->exiftool
2 1.89% 0.83 0.72% 23118 0.28 lossy 1 0.94% 0.43 0.19% 72842 0.17 source_gnome_screenshot->exiftool
21 19.81% 0.99 8.98% 62692 0.08 misc 74 69.81% 2.23 71.52% 85045 0.07 source_imagemagick->exiftool
22 20.75% 1.66 15.85% 140632 0.11 mixed 2 1.89% 1.79 1.55% 59126 0.03 source_sdl
6 5.66% 2.39 6.22% 31417 0.08 optical_illusion 20 18.87% 2.01 17.42% 198220 0.17 source_unknown->exiftool
1 0.94% 0.08 0.04% 45979 0.57 painting 2 1.89% 0.26 0.23% 5932 0.02 source_web
3 2.83% 7.65 9.96% 282036 0.03 scan 5 4.72% 3.78 8.20% 205654 0.08 source_web->exiftool
Mpx/s real (mean)
| Pareto front for bpp and real time
| |included in 'all'
B bpp (mean) mins unique mins || best of
143124647 6.1397273 100.00% ···· 0.06916437 R· all
143685132 6.1566760 52.83% 51.89% 0.2148136 RA ect_0.9.5_9
143724736 6.1581435 11.32% 10.38% 0.3246121 RA ect_0.9.5_8
143927066 6.1636259 22.64% 22.64% 0.521895 RA pingo_0.99_s9low
143894130 6.1655423 2.83% 2.83% 0.657293 RA ect_0.9.5_7
144481912 6.1846120 ····· ···· 0.834544 R· ect_0.9.5_6
144384504 6.1850522 ····· ···· 0.898681 R· pingo_0.99_s8low
144617257 6.1954215 6.60% ···· 1.19065 RA oxipng_9.0.0_o5a-fast-t1
144617257 6.1954215 6.60% ···· 1.13202 ·· oxipng_9.0.0_o6a-fast-t1
144636533 6.1966593 6.60% 0.94% 1.37355 RA oxipng_9.0.0_o4a-fast-t1
144761821 6.1992098 ····· ···· 1.30359 ·· ect_0.9.5_5
144823816 6.2046559 ····· ···· 1.74129 R· oxipng_9.0.0_o3a-fast-t1
144892146 6.2070906 ····· ···· 1.35145 ·· pingo_0.99_s7low
145119449 6.2212992 ····· ···· 1.67833 ·· ect_0.9.5_4
145539401 6.2247675 0.94% ···· 1.67988 ·· pingo_0.99_s5low
145390763 6.2253417 1.89% 1.89% 2.60252 RA oxipng_9.0.0_o2a-fast-t1
145539684 6.2256623 0.94% ···· 1.63733 ·· pingo_0.99_s6low
145439403 6.2422426 ····· ···· 2.10537 ·· ect_0.9.5_3
145924178 6.2456749 0.94% ···· 2.00251 ·· pingo_0.99_s3low
145924617 6.2468703 0.94% ···· 1.99814 ·· pingo_0.99_s4low
145927835 6.2487985 0.94% ···· 2.02794 ·A pingo_0.99_s2low
146422506 6.2683654 ····· ···· 2.48297 ·· pingo_0.99_s1low
146551031 6.2750335 0.94% 0.94% 2.61506 RA ect_0.9.5_2
147493552 6.3311391 ····· ···· 5.2763 R· oxipng_9.0.0_o1a-fast-t1
148725567 6.3588973 ····· ···· 4.3518 ·· pingo_0.99_s0low
151503148 6.4848780 ····· ···· 10.487 R· ect_0.9.5_1
155944611 6.6472902 ····· ···· 17.433 R· oxipng_9.0.0_o0a-fast-t1
It is done.