world map > JPEG XL region

Responsible? Computing!

Who even picked that word, it's rubbish. // Sam did! //

Here, we improve upon cjxl effort per content category. Fastest commands denser than some level are highlighted in abbreviated tables, but you may pull other Pareto-optimal options from the full tables. Where there is no highlighted replacement for an effort level, that level was measured as Pareto-optimal, but there can be alternatives which were measured nearly as dense and significantly faster.

Source PNGs we previously optimized were replaced via mogrify -format png. All files were then run through exiftool -all=.

Tags were sourced from identify and our own judgement. We 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 (solid) 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

Changes:

2024-05-20
- color-coded milestones
- added multithreaded results
- expanded tables to include all commands
- added 18% more images atop the 3 Mpx+ range

contents

Responsible? Computing!
contents
cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single
cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi

cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single

metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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
777  100.00%  1.08  100.00%   81285  0.10  1.00  0.96  all                      2   0.26%  0.19   0.04%   60926  0.41  1.00  0.84  painting
 59    7.59%  2.08   14.58%  145775  0.07  1.00  0.86  3d                       1   0.13%  2.36   0.28%   59557  0.03  1.00  0.81  panorama
 32    4.12%  0.25    0.95%   15063  0.06  1.00  0.88  albedo                  96  12.36%  0.84   9.54%  113560  0.16  1.00  0.85  photo
 18    2.32%  1.57    3.36%  194320  0.19  1.00  1.03  album_art               20   2.57%  1.53   3.64%  258303  0.22  1.00  0.82  photo_like
 44    5.66%  1.20    6.30%   77261  0.06  1.09  1.22  algorithmic             73   9.40%  0.23   1.97%     804  0.00  1.01  0.90  pixel_art
  3    0.39%  1.82    0.65%  116147  0.06  1.00  0.85  blend                   32   4.12%  1.41   5.35%    2289  0.00  1.00  2.72  pixel_art_scaled
 10    1.29%  1.53    1.82%  126413  0.15  1.00  0.81  boxed                    6   0.77%  0.30   0.21%     139  0.00  0.92  0.87  reduced_palette
 13    1.67%  2.18    3.37%   19687  0.01  0.96  0.95  chart                   10   1.29%  0.55   0.65%    3869  0.01  1.02  1.13  sprite_sheet
  1    0.13%  2.07    0.25%  456202  0.22  1.00  0.84  collage                  2   0.26%  0.40   0.10%   46824  0.13  1.00  0.92  stereogram
 11    1.42%  3.71    4.85%   88038  0.03  0.98  0.84  comic                   24   3.09%  0.52   1.49%    3400  0.01  0.91  0.97  text
  2    0.26%  1.05    0.25%   31449  0.03  1.00  0.88  diffuse                 68   8.75%  0.30   2.40%   33012  0.13  1.00  0.86  texture
 70    9.01%  1.55   12.94%  117322  0.09  1.00  0.79  digital_painting         2   0.26%  0.92   0.22%   16480  0.02  1.00  0.75  thumbnail
  6    0.77%  1.66    1.19%  302073  0.18  1.00  0.82  digital_painting_like   58   7.46%  1.28   8.85%   55987  0.04  0.94  0.99  ui
  3    0.39%  1.12    0.40%   25396  0.03  1.00  0.88  dither_mean              5   0.64%  3.39   2.01%   10776  0.00  1.00  0.85  vector
 24    3.09%  1.73    4.94%   79792  0.10  0.99  0.84  edit                    58   7.46%  1.20   8.27%  119752  0.11  1.00  1.12  watermark
  3    0.39%  0.54    0.19%    4703  0.04  1.02  0.94  emoji                  667  85.84%  1.17  92.60%   87448  0.10  1.00  0.97  visibly_opaque
 21    2.70%  1.77    4.43%  135078  0.09  1.00  0.78  film                   110  14.16%  0.57   7.40%   43918  0.12  1.00  0.92  visibly_transparent
  1    0.13%  0.26    0.03%       6  0.00  1.00  0.37  fractal                  6   0.77%  0.37   0.27%     800  0.01  1.01  1.06  DirectClass_Gray_Alpha
 77    9.91%  1.71   15.66%  104143  0.05  1.00  0.87  game                   480  61.78%  1.26  71.96%  110757  0.12  0.99  0.90  DirectClass_sRGB
 19    2.45%  0.92    2.09%   15381  0.02  1.01  1.04  game_asset             169  21.75%  0.94  18.81%   59058  0.11  1.00  1.14  DirectClass_sRGB_Alpha
  8    1.03%  1.82    1.73%   68722  0.04  1.01  0.97  glitch                  29   3.73%  1.47   5.05%     131  0.00  1.12  0.81  PseudoClass_Gray
  2    0.26%  1.72    0.41%  146688  0.09  1.00  0.80  gregstump               86  11.07%  0.36   3.63%      56  0.00  1.00  0.99  PseudoClass_sRGB
 24    3.09%  0.02    0.05%    4940  0.29  1.00  0.83  icon                     7   0.90%  0.33   0.28%     102  0.00  1.01  1.19  PseudoClass_sRGB_Alpha
 27    3.47%  1.14    3.66%  124026  0.10  1.15  0.75  jxl_art                  9   1.16%  0.32   0.34%   20310  0.09  1.01  0.85  source_app
  1    0.13%  0.87    0.10%  224155  0.26  1.00  0.87  kaleidoscope            82  10.55%  0.21   2.06%   20305  0.16  1.00  0.88  source_app->exiftool
 16    2.06%  1.37    2.61%    3173  0.00  1.00  2.06  larip                   41   5.28%  0.27   1.29%   41699  0.17  1.00  0.82  source_gimp
 56    7.21%  0.21    1.42%   27049  0.13  1.00  0.85  logo                     2   0.26%  1.62   0.39%  241406  0.12  1.00  1.47  source_gimp->exiftool
 83   10.68%  1.15   11.31%   92858  0.12  1.00  0.85  lossy                   11   1.42%  1.37   1.80%   48831  0.04  0.96  0.94  source_gnome_screenshot->exiftool
 49    6.31%  1.50    8.76%  242843  0.24  1.00  0.83  machine_learning         1   0.13%  2.07   0.25%   19818  0.01  1.00  0.79  source_imagemagick
 22    2.83%  0.96    2.50%   64732  0.09  1.01  0.97  misc                   507  65.25%  1.16  69.92%   82020  0.08  1.00  0.93  source_imagemagick->exiftool
 21    2.70%  1.42    3.55%  131078  0.11  0.99  0.90  mixed                    2   0.26%  1.79   0.42%   59126  0.03  1.00  0.80  source_sdl
  2    0.26%  0.79    0.19%    4733  0.01  1.03  1.03  mosaic                  33   4.25%  1.69   6.65%  129706  0.11  1.00  0.95  source_unknown->exiftool
 34    4.38%  0.30    1.20%   49998  0.20  1.00  0.84  normal                  31   3.99%  1.48   5.44%   52984  0.04  0.99  1.82  source_web
  6    0.77%  2.39    1.70%   31417  0.08  1.00  0.82  optical_illusion        58   7.46%  1.66  11.44%  188549  0.13  1.00  1.07  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  98.65%  268.7855%   cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4g2num_threads0  99.50%  149.5451%   cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.97%  201.916%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.84%  100.905%    cjxl_0.10.1_d0e7num_threads0

                                            Mpx/s real % of denser milestone
                                            |       milestone
                      bpp % of denser milestone     |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)     ||  best of
433953970  4.1141773  94.98%   0.13210241    74.3%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
434013687  4.1144956  94.99%   0.13174521    74.1%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
433528309  4.1146609  94.99%   0.089770051   50.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
434070289  4.1153476  95.01%   0.13215926    74.4%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
434475242  4.1165688  95.03%   0.13196683    74.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
434677237  4.1179723  95.07%   0.13162192    74.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
434838402  4.1212310  95.14%   0.13214682    74.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
434888898  4.1214872  95.15%   0.13168607    74.1%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
434421615  4.1217738  95.15%   0.089883932   50.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
434942762  4.1224184  95.17%   0.13144876    74.0%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
435426052  4.1245844  95.22%   0.13171627    74.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
435509603  4.1250722  95.23%   0.13150891    74.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
437044355  4.1422028  95.63%   0.10034586    56.5%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
438069709  4.1506300  95.82%   0.097053891   54.6%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
435059823  4.1522730  95.86%   0.088208991   49.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
442537949  4.1826420  96.56%   0.076609356   43.1%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
444704784  4.2119560  97.24%   0.12797171    72.0%  ··  cjxl_0.10.1_d0e10E3num_threads0
449181288  4.2730735  98.65%   0.4776155    268.8%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
442070891  4.2932779  99.11%   0.14868569    83.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
442211091  4.2941671  99.13%   0.15074381    84.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
442796231  4.2970266  99.20%   0.14792342    83.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
442943191  4.2979221  99.22%   0.14906144    83.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
455389700  4.2999275  99.27%   0.080657629   45.4%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
453325928  4.3011780  99.30%   0.4564043    256.8%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
456114167  4.3023959  99.32%   0.11105284    62.5%  ··  cjxl_0.10.1_d0e10I100num_threads0
458222699  4.3316811  97.61%   0.1776939     33.4%  M·  cjxl_0.10.1_d0e10num_threads0
456653466  4.3368870  97.73%   0.2613374     49.1%  ··  cjxl_0.10.1_d0e10g3num_threads0
460417695  4.3442212  97.89%   0.4187226     78.6%  ··  cjxl_0.10.1_d0e9E4num_threads0
462265255  4.3760685  98.61%   0.4402413     82.7%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
463291704  4.4007284  99.17%   0.7662564    143.9%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
465156394  4.4055335  99.27%   0.5664968    106.4%  ··  cjxl_0.10.1_d0e9g3num_threads0
464190214  4.4072133  99.31%   0.5764864    108.2%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
463665600  4.4153463  99.50%   0.7964170    149.5%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
467269386  4.4182615  99.56%   0.5574249    104.7%  ··  cjxl_0.10.1_d0e9g2num_threads0
471244455  4.4377152  98.22%   0.5325596     59.0%  M·  cjxl_0.10.1_d0e9num_threads0
468712095  4.4391550  98.25%   0.8520730     94.4%  ·R  cjxl_0.10.1_d0e8E4num_threads0
471167050  4.4844283  99.25%   0.5470527     60.6%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
472321253  4.4920453  99.42%   0.5846005     64.8%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
472431643  4.4968133  99.52%   0.5081890     56.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
475512394  4.5045936  99.70%   0.8026545     88.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
473627643  4.5057338  99.72%   0.5186037     57.5%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
473925664  4.5070450  99.75%   0.5200879     57.6%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
475247566  4.5084033  99.78%   0.8361653     92.6%  ··  cjxl_0.10.1_d0e8g2num_threads0
473508718  4.5168160  99.97%   1.82236      201.9%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
478128029  4.5183397  97.56%   0.9025336     42.4%  M·  cjxl_0.10.1_d0e8num_threads0
475493936  4.5193825  97.58%   0.5387657     25.3%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
474000516  4.5244892  97.69%   1.84741       86.7%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
478482258  4.5415830  98.06%   1.85000       86.9%  ·R  cjxl_0.10.1_d0e7E4num_threads0
480929224  4.5917617  99.14%   0.5222415     24.5%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
483212110  4.6184193  99.72%   0.5163633     24.2%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
485084157  4.6237484  99.84%   2.14894      100.9%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
487080767  4.6297200  99.96%   2.11411       99.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
487180560  4.6309782  99.99%   2.07156       97.3%  ··  cjxl_0.10.1_d0e7g3num_threads0
489221240  4.6313743  95.86%   2.12965       83.7%  M·  cjxl_0.10.1_d0e7num_threads0
491907526  4.6572615  96.39%   2.18460       85.9%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
497137470  4.6965025  97.20%   2.17925       85.7%  ··  cjxl_0.10.1_d0e6E4num_threads0
492568337  4.7109885  97.50%   0.4841302     19.0%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
499389747  4.7427783  98.16%   2.47789       97.4%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
502756631  4.7586774  98.49%   2.52081       99.1%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
505607890  4.7778064  98.89%   2.53218       99.6%  ·R  cjxl_0.10.1_d0e5E4num_threads0
509755177  4.7794075  98.92%   0.085390530    3.4%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
504034736  4.7808742  98.95%   2.47569       97.3%  ··  cjxl_0.10.1_d0e6g3num_threads0
510947459  4.8068411  99.49%   2.52142       99.1%  ··  cjxl_0.10.1_d0e6g2num_threads0
513710195  4.8316365  97.79%   2.54352       85.2%  MR  cjxl_0.10.1_d0e6num_threads0
522556174  4.9361008  99.91%   2.86607       96.0%  ·R  cjxl_0.10.1_d0e5g3num_threads0
525238288  4.9405875  93.36%   2.98681       63.7%  MR  cjxl_0.10.1_d0e5num_threads0
525501131  4.9423310  93.39%   2.93259       62.6%  ··  cjxl_0.10.1_d0e5g2num_threads0
530050484  5.0289647  95.03%   3.79726       81.0%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
533118176  5.0457212  95.35%   3.85299       82.2%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
535213115  5.0713382  95.83%   3.74129       79.8%  ··  cjxl_0.10.1_d0e4E4num_threads0
555890510  5.2518829  99.24%   4.56041       97.3%  ·R  cjxl_0.10.1_d0e4g3num_threads0
558931365  5.2670861  99.53%   4.67803       99.8%  ·R  cjxl_0.10.1_d0e4g2num_threads0
560764512  5.2919243  93.55%   4.68704       45.6%  MR  cjxl_0.10.1_d0e4num_threads0
576151880  5.3904336  95.29%   0.3148103      3.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
576571669  5.3941329  95.36%   0.3402807      3.3%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
578363034  5.4114026  95.66%   0.3086732      3.0%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
578950018  5.4163649  95.75%   0.3184044      3.1%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
581745931  5.4573637  96.48%   0.5145841      5.0%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
592875351  5.6427770  99.75%   9.9967        97.2%  ·R  cjxl_0.10.1_d0e3g3num_threads0
593287771  5.6467276  99.82%  10.193         99.1%  ·R  cjxl_0.10.1_d0e3g2num_threads0
594537107  5.6567138  94.55%  10.286         66.1%  MR  cjxl_0.10.1_d0e3num_threads0
635062870  5.9542972  99.52%   0.2851033      1.8%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
634916821  5.9827518  99.99%  15.071         96.9%  ·R  cjxl_0.10.1_d0e2g2num_threads0
633862709  5.9830895  91.08%  15.558         27.1%  MR  cjxl_0.10.1_d0e2num_threads0
636300480  5.9849044  91.10%  14.851         25.9%  ··  cjxl_0.10.1_d0e2g3num_threads0
672861456  6.4400831  98.03%   0.083121614    0.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
689673203  6.5692608   ····   57.424         ····   MR  cjxl_0.10.1_d0e1num_threads0
704953632  6.5848381   ····    0.3228346     ····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
704655356  6.6649843   ····    0.4413280     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
704682269  6.6671304   ····    0.4251854     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
708666549  6.7402541   ····    0.23006294    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

film photo, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                           patches/no patches (mean)
images        Mpx (mean)     colors (mean) |     e3/e1 (mean)
|    share    |     share    |       colors/px (mean)  tag
117  100.00%  1.00  100.00%  117422  0.14  1.00  0.84  all
  9    7.69%  1.69   12.96%  135350  0.10  1.00  0.80  boxed
  1    0.85%  2.07    1.77%  456202  0.22  1.00  0.84  collage
 11    9.40%  0.94    8.80%   95756  0.16  1.00  0.82  edit
 21   17.95%  1.77   31.70%  135078  0.09  1.00  0.78  film
  1    0.85%  0.87    0.74%  224155  0.26  1.00  0.87  kaleidoscope
 66   56.41%  1.06   59.43%   99439  0.13  1.00  0.84  lossy
 96   82.05%  0.84   68.30%  113560  0.16  1.00  0.85  photo
  5    4.27%  1.23    5.24%  169890  0.15  1.00  0.81  ui
 27   23.08%  1.04   23.85%  165965  0.18  1.00  0.84  watermark
114   97.44%  1.02   98.58%  116971  0.14  1.00  0.84  visibly_opaque
  3    2.56%  0.56    1.42%  134572  0.25  1.00  0.81  visibly_transparent
100   85.47%  0.98   83.40%  124653  0.15  1.00  0.84  DirectClass_sRGB
  8    6.84%  1.30    8.84%  158861  0.17  1.00  0.81  DirectClass_sRGB_Alpha
  6    5.13%  0.86    4.38%     248  0.00  1.00  0.86  PseudoClass_Gray
  3    2.56%  1.32    3.38%     241  0.00  1.00  0.82  PseudoClass_sRGB
  1    0.85%  2.07    1.77%  456202  0.22  1.00  0.84  source_gimp->exiftool
  2    1.71%  2.07    3.53%   72757  0.04  1.00  0.84  source_gnome_screenshot->exiftool
113   96.58%  0.97   93.36%  113159  0.14  1.00  0.84  source_imagemagick->exiftool
  1    0.85%  1.57    1.34%  349755  0.22  1.00  0.84  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e7E4g3num_threads0  99.35%  1086.02%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.95%   473.10%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.26%   329.35%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  98.50%   115.36%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4g3num_threads0  97.50%   108.39%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  98.74%   128.73%    cjxl_0.10.1_d0e5num_threads0

                                           Mpx/s real % of denser milestone
                                           |        milestone
                      bpp % of denser milestone     |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)     ||  best of
 75308347  5.5949624  96.60%   0.05194805    46.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 75308440  5.5950185  96.60%   0.05177988    46.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 75457008  5.6011992  96.70%   0.05178344    46.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 75395865  5.6027599  96.73%   0.05326559    47.7%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 75396593  5.6028236  96.73%   0.05314156    47.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 75397481  5.6028636  96.73%   0.05317438    47.6%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 75397954  5.6029189  96.73%   0.05301470    47.4%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 75424847  5.6047706  96.77%   0.05355527    47.9%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 75425498  5.6048371  96.77%   0.05342612    47.8%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 75486293  5.6071510  96.81%   0.05303886    47.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 75486763  5.6072062  96.81%   0.05290321    47.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 75575963  5.6129355  96.91%   0.05329393    47.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 75576768  5.6130018  96.91%   0.05311087    47.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 75926971  5.6337787  97.27%   0.05574722    49.9%  ·R  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 75927530  5.6337923  97.27%   0.05561024    49.8%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 76099229  5.6631403  97.77%   0.241819     216.4%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 76663619  5.6928717  98.29%   0.260657     233.2%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
 77231418  5.6979030  98.37%   0.05318256    47.6%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 77521952  5.7218657  98.79%   0.08254982    73.9%  ··  cjxl_0.10.1_d0e10E3num_threads0
 77085294  5.7226969  98.80%   0.224902     201.2%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 76767520  5.7264269  98.87%   0.05297551    47.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 76769148  5.7264897  98.87%   0.05293340    47.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 76768248  5.7264906  98.87%   0.05287282    47.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 76769621  5.7265451  98.87%   0.05276000    47.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 77227258  5.7421405  99.14%   0.378577     338.7%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 77340896  5.7479485  99.24%   0.297024     265.8%  ··  cjxl_0.10.1_d0e9g3num_threads0
 77365349  5.7542169  99.35%   1.21377     1086.0%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 77343824  5.7614845  99.47%   0.1095299     98.0%  ··  cjxl_0.10.1_d0e10g3num_threads0
 77711801  5.7630045  99.50%   0.322417     288.5%  ··  cjxl_0.10.1_d0e9g2num_threads0
 77495900  5.7632306  99.50%   0.414390     370.8%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
 78143022  5.7678986  99.58%   0.272658     244.0%  ··  cjxl_0.10.1_d0e9E4num_threads0
 78243672  5.7691005  99.60%   0.07633169    68.3%  ··  cjxl_0.10.1_d0e10I100num_threads0
 77638283  5.7742419  99.69%   0.282893     253.1%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 77899583  5.7890193  99.95%   1.20578     1078.9%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
 78524676  5.7921437  99.41%   0.1117637     32.9%  M·  cjxl_0.10.1_d0e10num_threads0
 78096506  5.7985491  99.52%   0.404585     119.1%  ··  cjxl_0.10.1_d0e8g3num_threads0
 78295604  5.8108969  99.73%   0.444902     130.9%  ··  cjxl_0.10.1_d0e8g2num_threads0
 78297532  5.8143233  99.79%   1.4887       438.1%  ·R  cjxl_0.10.1_d0e7g3num_threads0
 78741523  5.8165676  99.83%   0.449545     132.3%  ··  cjxl_0.10.1_d0e8E4num_threads0
 78500920  5.8235726  99.95%   1.6077       473.1%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 79005993  5.8265254  99.31%   0.339834      69.6%  M·  cjxl_0.10.1_d0e9num_threads0
 78843159  5.8435084  99.60%   1.5019       307.7%  ··  cjxl_0.10.1_d0e7g2num_threads0
 79761077  5.8539158  99.77%   0.05528078    11.3%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 79306724  5.8558294  99.81%   1.11398      228.2%  ··  cjxl_0.10.1_d0e7E4num_threads0
 78627953  5.8558702  99.81%   0.283404      58.1%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 78627940  5.8558936  99.81%   0.287808      59.0%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 78812854  5.8646027  99.96%   0.305875      62.7%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 78814965  5.8647186  99.96%   0.301501      61.8%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 79543798  5.8671293  99.24%   0.488158      35.0%  M·  cjxl_0.10.1_d0e8num_threads0
 78917020  5.8747865  99.36%   0.304652      21.9%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 78917389  5.8747992  99.36%   0.300296      21.5%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 79792841  5.8846962  99.53%   1.6057       115.2%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 79155475  5.8906384  99.63%   0.262560      18.8%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 79156612  5.8940422  99.69%   0.280049      20.1%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 80209928  5.9123548  97.16%   1.3936        73.1%  M·  cjxl_0.10.1_d0e7num_threads0
 79443034  5.9216131  97.31%   0.278020      14.6%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 80031654  5.9227375  97.33%   1.9878       104.2%  ·R  cjxl_0.10.1_d0e6g3num_threads0
 80200345  5.9330278  97.50%   2.0676       108.4%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 81210626  5.9706059  98.12%   2.0010       104.9%  ··  cjxl_0.10.1_d0e6g2num_threads0
 80937373  5.9714025  98.13%   2.0549       107.7%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 81543781  5.9921971  98.47%   1.4932        78.3%  ··  cjxl_0.10.1_d0e6E4num_threads0
 82344926  6.0509903  99.44%   1.9516       102.3%  ··  cjxl_0.10.1_d0e5E4num_threads0
 82939203  6.0852187  98.28%   1.9076        76.4%  M·  cjxl_0.10.1_d0e6num_threads0
 82267668  6.0861169  98.30%   2.5113       100.6%  ·R  cjxl_0.10.1_d0e5g3num_threads0
 82830286  6.1043194  98.59%   3.1280       125.3%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 82973768  6.1134554  98.74%   3.2143       128.7%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
 82943174  6.1138066  98.74%   2.5229       101.0%  ··  cjxl_0.10.1_d0e5g2num_threads0
 83249833  6.1359171  99.10%   3.0708       123.0%  ··  cjxl_0.10.1_d0e4E4num_threads0
 84232010  6.1916536  98.59%   2.4969        59.1%  M·  cjxl_0.10.1_d0e5num_threads0
 84707701  6.2576157  99.64%   3.9064        92.5%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 84814802  6.2639689  99.74%   4.0600        96.1%  ·R  cjxl_0.10.1_d0e4g2num_threads0
 85014035  6.2804580  97.97%   4.2239        42.4%  MR  cjxl_0.10.1_d0e4num_threads0
 86392021  6.3923745  99.72%   9.6011        96.5%  ·R  cjxl_0.10.1_d0e3g3num_threads0
 86496469  6.3992245  99.82%   9.8624        99.1%  ·R  cjxl_0.10.1_d0e3g2num_threads0
 86673470  6.4105301  90.56%   9.9538        64.5%  MR  cjxl_0.10.1_d0e3num_threads0
 90202695  6.5540312  92.59%   0.05653658     0.4%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 96250474  7.0726858  99.92%  14.68          95.1%  ·R  cjxl_0.10.1_d0e2g3num_threads0
 96254475  7.0747057  99.94%  15.03          97.4%  ·R  cjxl_0.10.1_d0e2g2num_threads0
 96282186  7.0786309  92.79%  15.43          32.1%  MR  cjxl_0.10.1_d0e2num_threads0
102329902  7.4504830  97.67%   0.191988       0.4%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
102337572  7.4506753  97.67%   0.190109       0.4%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
103144276  7.5086627  98.43%   0.222142       0.5%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
103148703  7.5088739  98.43%   0.218944       0.5%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
103229893  7.5221435  98.61%   0.314796       0.7%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
103787658  7.6282973   ····   48.05         ·····   MR  cjxl_0.10.1_d0e1num_threads0
116932848  8.4585927   ····    0.230403     ·····   ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
126365065  9.2869080   ····    0.213929     ·····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
126557011  9.3048345   ····    0.205911     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
127869059  9.4073542   ····    0.248922     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
127870910  9.4074454   ····    0.245783     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
132346072  9.6367529   ····    0.05158285   ·····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

film photo (not boxed collage edit kaleidoscope ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
90  100.00%  0.92  100.00%  110413  0.14  1.00  0.84  all
10   11.11%  1.86   22.50%  154678  0.09  1.00  0.75  film
48   53.33%  0.94   54.55%   81224  0.13  1.00  0.85  lossy
80   88.89%  0.80   77.50%  104879  0.15  1.00  0.85  photo
26   28.89%  0.98   30.77%  161622  0.18  1.00  0.84  watermark
87   96.67%  0.93   97.98%  109579  0.14  1.00  0.84  visibly_opaque
 3    3.33%  0.56    2.02%  134572  0.25  1.00  0.81  visibly_transparent
77   85.56%  0.91   84.85%  119325  0.15  1.00  0.85  DirectClass_sRGB
 6    6.67%  1.04    7.54%  124567  0.18  1.00  0.80  DirectClass_sRGB_Alpha
 4    4.44%  0.58    2.83%     252  0.00  1.00  0.84  PseudoClass_Gray
 3    3.33%  1.32    4.79%     241  0.00  1.00  0.82  PseudoClass_sRGB
 1    1.11%  2.07    2.51%   78231  0.04  1.00  0.81  source_gnome_screenshot->exiftool
88   97.78%  0.90   95.59%  108058  0.14  1.00  0.84  source_imagemagick->exiftool
 1    1.11%  1.57    1.90%  349755  0.22  1.00  0.84  source_web->exiftool

fastest as dense as milestone     size     speed real  compared to
cjxl_0.10.1_d0e7E4g2num_threads0  100.00%  1089.2%     cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7g3num_threads0     99.74%   432.75%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0   99.29%   326.26%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g2num_threads0   99.48%   113.93%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4g3num_threads0   97.45%   107.42%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0   98.58%   127.58%    cjxl_0.10.1_d0e5num_threads0

                                           Mpx/s real % of denser milestone
                                           |        milestone
                     bpp % of denser milestone      |Pareto front for bpp and real time
B         bpp (mean) |        Mpx/s real (mean)     ||  best of
55508135  5.8297134   96.54%   0.04998622    45.1%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
55508135  5.8297134   96.54%   0.04978984    44.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
55565094  5.8320339   96.58%   0.04997261    45.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
55594036  5.8397393   96.70%   0.05160249    46.5%  ·R  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
55594036  5.8397393   96.70%   0.05142121    46.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
55595203  5.8397457   96.70%   0.05166607    46.6%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
55595203  5.8397457   96.70%   0.05149720    46.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
55594271  5.8398413   96.71%   0.05163334    46.6%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
55594271  5.8398413   96.71%   0.05144711    46.4%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
55596600  5.8398734   96.71%   0.05167759    46.6%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
55596600  5.8398734   96.71%   0.05147860    46.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
55620961  5.8423328   96.75%   0.05205011    46.9%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
55620961  5.8423328   96.75%   0.05189923    46.8%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
55991982  5.8713154   97.23%   0.05531823    49.9%  ·R  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
55991982  5.8713154   97.23%   0.05518735    49.8%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
56137494  5.9055853   97.79%   0.238491     215.0%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
56813702  5.9306157   98.21%   0.05170971    46.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
56813702  5.9306157   98.21%   0.05152971    46.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
56813940  5.9306350   98.21%   0.05169322    46.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
56813940  5.9306350   98.21%   0.05151635    46.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
56576306  5.9361139   98.30%   0.257608     232.3%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
57058894  5.9420021   98.40%   0.05352990    48.3%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
56790201  5.9635755   98.75%   0.221546     199.8%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
57291717  5.9676809   98.82%   0.08212730    74.1%  ··  cjxl_0.10.1_d0e10E3num_threads0
56974307  5.9869275   99.14%   0.372397     335.8%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
56993552  5.9915808   99.22%   0.292459     263.7%  ··  cjxl_0.10.1_d0e9g3num_threads0
57073905  6.0009438   99.37%   1.1971      1079.4%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
57287801  6.0066040   99.47%   0.317733     286.5%  ··  cjxl_0.10.1_d0e9g2num_threads0
57052090  6.0112624   99.54%   0.105023      94.7%  ··  cjxl_0.10.1_d0e10g3num_threads0
57226024  6.0113063   99.55%   0.406854     366.9%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
57750855  6.0139948   99.59%   0.07677658    69.2%  ··  cjxl_0.10.1_d0e10I100num_threads0
57225624  6.0152014   99.61%   0.279162     251.7%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
57795033  6.0199548   99.69%   0.272755     245.9%  ··  cjxl_0.10.1_d0e9E4num_threads0
57493587  6.0386348  100.00%   1.2079      1089.2%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
57977234  6.0387620   99.36%   0.110903      32.8%  M·  cjxl_0.10.1_d0e10num_threads0
57564067  6.0437031   99.44%   0.397329     117.5%  ··  cjxl_0.10.1_d0e8g3num_threads0
57744244  6.0576261   99.67%   0.437283     129.3%  ··  cjxl_0.10.1_d0e8g2num_threads0
57706245  6.0617152   99.74%   1.4639       432.7%  ·R  cjxl_0.10.1_d0e7g3num_threads0
58239220  6.0714194   99.90%   0.446251     131.9%  ··  cjxl_0.10.1_d0e8E4num_threads0
58367701  6.0776568   99.28%   0.338292      69.8%  M·  cjxl_0.10.1_d0e9num_threads0
57968416  6.0780680   99.29%   1.5805       326.3%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
58111732  6.0918351   99.51%   1.4962       308.9%  ··  cjxl_0.10.1_d0e7g2num_threads0
57925210  6.0980556   99.61%   0.283160      58.5%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
57925210  6.0980556   99.61%   0.279261      57.6%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
58004466  6.1002613   99.65%   0.303475      62.6%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
58004466  6.1002613   99.65%   0.299449      61.8%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
58863128  6.1014840   99.67%   0.05568026    11.5%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
58668388  6.1144736   99.88%   1.1253       232.3%  ··  cjxl_0.10.1_d0e7E4num_threads0
58170013  6.1188523   99.95%   0.301807      62.3%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
58170013  6.1188523   99.95%   0.297823      61.5%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
58780451  6.1216887   99.21%   0.484437      34.7%  M·  cjxl_0.10.1_d0e8num_threads0
58187440  6.1270896   99.30%   0.276229      19.8%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
58845733  6.1379443   99.48%   1.5914       113.9%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
58362367  6.1521968   99.71%   0.273982      19.6%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
58428854  6.1526352   99.72%   0.259000      18.5%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
59265255  6.1701682   97.07%   1.3968        73.3%  M·  cjxl_0.10.1_d0e7num_threads0
59057774  6.1816406   97.25%   1.9619       102.9%  ·R  cjxl_0.10.1_d0e6g3num_threads0
59197811  6.1942759   97.45%   2.0474       107.4%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
59819200  6.2250668   97.93%   1.9839       104.1%  ··  cjxl_0.10.1_d0e6g2num_threads0
59746170  6.2338569   98.07%   2.0426       107.2%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
60342291  6.2600644   98.48%   1.4919        78.3%  ··  cjxl_0.10.1_d0e6E4num_threads0
60928215  6.3229348   99.47%   1.9485       102.2%  ··  cjxl_0.10.1_d0e5E4num_threads0
61338921  6.3565548   98.19%   1.9060        76.3%  M·  cjxl_0.10.1_d0e6num_threads0
60742527  6.3590223   98.23%   2.5002       100.1%  ·R  cjxl_0.10.1_d0e5g3num_threads0
61094271  6.3726838   98.44%   3.0940       123.9%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
61198558  6.3817835   98.58%   3.1857       127.6%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
61209227  6.3853016   98.63%   2.5104       100.5%  ··  cjxl_0.10.1_d0e5g2num_threads0
61400715  6.4055995   98.95%   3.0396       121.7%  ··  cjxl_0.10.1_d0e4E4num_threads0
62329553  6.4737908   98.64%   2.4970        59.0%  M·  cjxl_0.10.1_d0e5num_threads0
62526724  6.5401208   99.65%   3.8657        91.3%  ·R  cjxl_0.10.1_d0e4g3num_threads0
62597772  6.5458965   99.74%   4.0214        95.0%  ·R  cjxl_0.10.1_d0e4g2num_threads0
62738057  6.5632135   97.89%   4.2334        43.1%  MR  cjxl_0.10.1_d0e4num_threads0
63825335  6.6873069   99.74%   9.481         96.4%  ·R  cjxl_0.10.1_d0e3g3num_threads0
63891362  6.6937087   99.84%   9.767         99.3%  ·R  cjxl_0.10.1_d0e3g2num_threads0
64005626  6.7044553   91.02%   9.833         64.8%  MR  cjxl_0.10.1_d0e3num_threads0
66004883  6.7803419   92.05%   0.05662285     0.4%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
70670687  7.3606940   99.93%  14.44          95.1%  ·R  cjxl_0.10.1_d0e2g3num_threads0
70658652  7.3622485   99.95%  14.88          98.0%  ·R  cjxl_0.10.1_d0e2g2num_threads0
70660066  7.3656211   92.69%  15.18          31.8%  MR  cjxl_0.10.1_d0e2num_threads0
74979505  7.7350188   97.34%   0.187902       0.4%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
74979505  7.7350188   97.34%   0.186382       0.4%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
75670707  7.7967214   98.11%   0.216992       0.5%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
75670707  7.7967214   98.11%   0.214371       0.4%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
75701940  7.8159947   98.35%   0.304381       0.6%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
76335314  7.9467348   ·····   47.67         ·····   MR  cjxl_0.10.1_d0e1num_threads0
85311110  8.7167522   ·····    0.230073     ·····   ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
92808359  9.6341164   ·····    0.212747     ·····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
92806762  9.6412937   ·····    0.201427     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
94041695  9.6932687   ·····    0.241798     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
94041695  9.6932687   ·····    0.239148     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
95114585  9.8501203   ·····    0.05199100   ·····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

film photo photo_like (not boxed collage edit kaleidoscope ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                           patches/no patches (mean)
images        Mpx (mean)     colors (mean) |     e3/e1 (mean)
|    share    |     share    |       colors/px (mean)  tag
110  100.00%  1.03  100.00%  137302  0.16  1.00  0.84  all
 10    9.09%  1.86   16.43%  154678  0.09  1.00  0.75  film
 48   43.64%  0.94   39.83%   81224  0.13  1.00  0.85  lossy
 20   18.18%  1.53   26.99%  258303  0.22  1.00  0.82  machine_learning
 80   72.73%  0.80   56.58%  104879  0.15  1.00  0.85  photo
 20   18.18%  1.53   26.99%  258303  0.22  1.00  0.82  photo_like
 26   23.64%  0.98   22.46%  161622  0.18  1.00  0.84  watermark
107   97.27%  1.04   98.53%  137378  0.15  1.00  0.84  visibly_opaque
  3    2.73%  0.56    1.47%  134572  0.25  1.00  0.81  visibly_transparent
 97   88.18%  1.04   88.94%  147980  0.17  1.00  0.84  DirectClass_sRGB
  6    5.45%  1.04    5.50%  124567  0.18  1.00  0.80  DirectClass_sRGB_Alpha
  4    3.64%  0.58    2.06%     252  0.00  1.00  0.84  PseudoClass_Gray
  3    2.73%  1.32    3.50%     241  0.00  1.00  0.82  PseudoClass_sRGB
  1    0.91%  2.07    1.83%   78231  0.04  1.00  0.81  source_gnome_screenshot->exiftool
 98   89.09%  0.99   85.87%  118794  0.15  1.00  0.84  source_imagemagick->exiftool
 11   10.00%  1.27   12.30%  307560  0.24  1.00  0.82  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e7E4g3num_threads0  99.49%  1063.81%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7g3num_threads0    99.71%   438.47%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.48%   336.26%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g2num_threads0  99.72%   114.23%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4g3num_threads0  97.80%   107.20%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  98.83%   126.34%    cjxl_0.10.1_d0e5num_threads0

                                            Mpx/s real % of denser milestone
                                            |        milestone
                       bpp % of denser milestone     |Pareto front for bpp and real time
B          bpp (mean)  |       Mpx/s real (mean)     ||  best of
 80971217   5.9908237  96.96%   0.04856662    44.7%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 80971217   5.9908237  96.96%   0.04839657    44.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 81027741   5.9926866  96.99%   0.04853907    44.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 81056683   5.9989910  97.09%   0.04987284    45.9%  ·R  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 81056683   5.9989910  97.09%   0.04972616    45.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 81058329   5.9990356  97.09%   0.04993906    46.0%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 81058329   5.9990356  97.09%   0.04979434    45.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 81057353   5.9991102  97.09%   0.04990933    46.0%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 81057353   5.9991102  97.09%   0.04975161    45.8%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 81059682   5.9991365  97.09%   0.04994756    46.0%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 81059682   5.9991365  97.09%   0.04978360    45.9%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 81084582   6.0012185  97.13%   0.05035819    46.4%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 81084582   6.0012185  97.13%   0.05022409    46.3%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 81513954   6.0289182  97.57%   0.05368527    49.4%  ·R  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 81513954   6.0289182  97.57%   0.05358510    49.4%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 81649207   6.0589692  98.06%   0.228574     210.5%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 82276784   6.0733802  98.29%   0.04996371    46.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 82276784   6.0733802  98.29%   0.04982457    45.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 82277022   6.0733959  98.29%   0.04995278    46.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 82277022   6.0733959  98.29%   0.04981455    45.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 82232632   6.0906143  98.57%   0.247262     227.7%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
 82666425   6.0912096  98.58%   0.05199262    47.9%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 82307336   6.1065896  98.83%   0.210925     194.3%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 82939159   6.1148904  98.97%   0.08046295    74.1%  ··  cjxl_0.10.1_d0e10E3num_threads0
 82553948   6.1336667  99.27%   0.279336     257.3%  ·R  cjxl_0.10.1_d0e9g3num_threads0
 82729908   6.1378769  99.34%   0.353106     325.2%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 82776137   6.1470751  99.49%   1.15500     1063.8%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 82644065   6.1520131  99.57%   0.1021144     94.1%  ··  cjxl_0.10.1_d0e10g3num_threads0
 83002771   6.1533272  99.59%   0.303698     279.7%  ··  cjxl_0.10.1_d0e9g2num_threads0
 83443064   6.1555551  99.62%   0.07429517    68.4%  ··  cjxl_0.10.1_d0e10I100num_threads0
 82867483   6.1574230  99.65%   0.264748     243.8%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 82971029   6.1596811  99.69%   0.385253     354.8%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
 83613511   6.1656781  99.79%   0.262237     241.5%  ··  cjxl_0.10.1_d0e9E4num_threads0
 83714757   6.1787624  99.38%   0.1085726     33.5%  M·  cjxl_0.10.1_d0e10num_threads0
 83240554   6.1819795  99.43%   1.16748      360.3%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 83326144   6.1867240  99.51%   0.376735     116.3%  ··  cjxl_0.10.1_d0e8g3num_threads0
 83413206   6.1992356  99.71%   1.4207       438.5%  ·R  cjxl_0.10.1_d0e7g3num_threads0
 83514191   6.2005778  99.73%   0.413478     127.6%  ··  cjxl_0.10.1_d0e8g2num_threads0
 84137040   6.2138805  99.95%   0.422209     130.3%  ··  cjxl_0.10.1_d0e8E4num_threads0
 84249846   6.2172897  99.35%   0.324016      70.9%  M·  cjxl_0.10.1_d0e9num_threads0
 83951362   6.2251427  99.48%   1.5376       336.3%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 83873742   6.2282831  99.53%   1.4510       317.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
 84685779   6.2349094  99.63%   0.05360272    11.7%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 83827985   6.2396572  99.71%   0.287141      62.8%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 83827985   6.2396572  99.71%   0.283651      62.0%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 83799951   6.2415545  99.74%   0.267899      58.6%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 83799951   6.2415545  99.74%   0.264513      57.8%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 84608833   6.2518747  99.90%   1.09053      238.5%  ··  cjxl_0.10.1_d0e7E4num_threads0
 84718305   6.2579230  99.33%   0.457269      33.7%  M·  cjxl_0.10.1_d0e8num_threads0
 84070926   6.2623023  99.40%   0.285767      21.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 84070926   6.2623023  99.40%   0.282355      20.8%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 84089545   6.2654480  99.45%   0.261886      19.3%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 84336412   6.2781132  99.65%   0.246547      18.1%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 85106100   6.2824537  99.72%   1.5519       114.2%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
 84311684   6.2889191  99.82%   0.259796      19.1%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 85232008   6.3000937  97.22%   1.3586        72.6%  M·  cjxl_0.10.1_d0e7num_threads0
 85110767   6.3154076  97.45%   1.9225       102.7%  ·R  cjxl_0.10.1_d0e6g3num_threads0
 85601354   6.3378375  97.80%   2.0061       107.2%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 86150226   6.3590532  98.13%   1.9468       104.0%  ··  cjxl_0.10.1_d0e6g2num_threads0
 86280917   6.3752956  98.38%   2.0055       107.2%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 86790239   6.3957419  98.69%   1.4554        77.8%  ··  cjxl_0.10.1_d0e6E4num_threads0
 87571919   6.4579225  99.65%   1.9123       102.2%  ··  cjxl_0.10.1_d0e5E4num_threads0
 87867071   6.4805410  98.36%   1.8713        75.8%  M·  cjxl_0.10.1_d0e6num_threads0
 87261354   6.4823887  98.39%   2.4579        99.5%  ·R  cjxl_0.10.1_d0e5g3num_threads0
 87764263   6.5014303  98.68%   3.0268       122.5%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 87848286   6.5082881  98.79%   2.4775       100.3%  ··  cjxl_0.10.1_d0e5g2num_threads0
 87951763   6.5112100  98.83%   3.1210       126.3%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
 88211350   6.5353548  99.20%   3.0071       121.7%  ··  cjxl_0.10.1_d0e4E4num_threads0
 89061960   6.5882818  98.77%   2.4703        58.7%  M·  cjxl_0.10.1_d0e5num_threads0
 89312231   6.6462447  99.64%   3.7968        90.2%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 89446870   6.6524179  99.73%   3.9608        94.1%  ·R  cjxl_0.10.1_d0e4g2num_threads0
 89623294   6.6703081  98.14%   4.2108        43.1%  MR  cjxl_0.10.1_d0e4num_threads0
 90933973   6.7786873  99.74%   9.4049        96.2%  ·R  cjxl_0.10.1_d0e3g3num_threads0
 91018764   6.7850647  99.83%   9.6869        99.0%  ·R  cjxl_0.10.1_d0e3g2num_threads0
 91191310   6.7964185  90.94%   9.7807        64.4%  MR  cjxl_0.10.1_d0e3num_threads0
 93866822   6.8671835  91.89%   0.05471466     0.4%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
100438418   7.4693290  99.95%  14.39          94.8%  ·R  cjxl_0.10.1_d0e2g3num_threads0
100359850   7.4701968  99.96%  14.81          97.6%  ·R  cjxl_0.10.1_d0e2g2num_threads0
100321234   7.4734006  92.46%  15.18          32.4%  MR  cjxl_0.10.1_d0e2num_threads0
110370668   8.0187011  99.20%   0.177383       0.4%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
110370668   8.0187011  99.20%   0.176049       0.4%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
111052011   8.0728186  99.87%   0.203880       0.4%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
111052011   8.0728186  99.87%   0.201658       0.4%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
108846609   8.0832390   ····   46.78         ·····   MR  cjxl_0.10.1_d0e1num_threads0
111225860   8.1016429   ····    0.281784     ·····   ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
123385988   8.9509812   ····    0.215750     ·····   ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
136092821   9.9864738   ····    0.196495     ·····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
136090678   9.9923013   ····    0.187279     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
137326157  10.034871    ····    0.220197     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
137326157  10.034871    ····    0.217995     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
141286968  10.275727    ····    0.04911270   ·····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

3d, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e7E4g2num_threads0  99.97%  1086.52%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.05%   399.651%   cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.87%   365.45%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  98.45%   123.42%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e4E4g3num_threads0  99.75%   169.39%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g3num_threads0  98.17%   122.77%    cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.99%   105.14%    cjxl_0.10.1_d0e4num_threads0

                                           Mpx/s real % of denser milestone
                                           |        milestone
                      bpp % of denser milestone     |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)     ||  best of
 93958957  6.0861109  95.20%   0.04678685    51.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 93971019  6.0868948  95.21%   0.04692643    52.1%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 94053916  6.0917578  95.29%   0.04732706    52.5%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 94062789  6.0924104  95.30%   0.04728047    52.5%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 94065938  6.0925396  95.30%   0.04708441    52.2%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 94074373  6.0931406  95.31%   0.04731038    52.5%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 94074811  6.0931922  95.31%   0.04703473    52.2%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 94089622  6.0941346  95.33%   0.04722207    52.4%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
 94192533  6.1013812  95.44%   0.04665326    51.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 94218693  6.1014340  95.44%   0.04209310    46.7%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 94224890  6.1018358  95.45%   0.04201175    46.6%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 94254151  6.1048155  95.49%   0.04728513    52.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 94262537  6.1053613  95.50%   0.04715035    52.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 94273027  6.1060842  95.51%   0.04716933    52.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 94286058  6.1069337  95.53%   0.04665391    51.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 95208207  6.1632014  96.41%   0.03928053    43.6%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 95600522  6.1883571  96.80%   0.06461454    71.7%  ·R  cjxl_0.10.1_d0e10E3num_threads0
 95542772  6.1892591  96.82%   0.198115     219.8%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 95943475  6.2117921  97.17%   0.197947     219.6%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 96339120  6.2376287  97.57%   0.05165776    57.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 96349204  6.2382861  97.58%   0.05135107    57.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 96376912  6.2404733  97.62%   0.05174024    57.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 96386996  6.2411307  97.63%   0.05142408    57.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 97239725  6.2926180  98.43%   0.210082     233.1%  ·R  cjxl_0.10.1_d0e9E4num_threads0
 97473159  6.3132584  98.75%   0.319446     354.4%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 98187116  6.3537413  99.39%   0.04264337    47.3%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 98429745  6.3681978  99.61%   0.05742383    63.7%  ··  cjxl_0.10.1_d0e10I100num_threads0
 98388607  6.3715308  99.67%   0.305407     338.8%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
 98606276  6.3809717  99.81%   0.358260     397.5%  ·R  cjxl_0.10.1_d0e8E4num_threads0
 98673213  6.3911227  99.97%   0.979375    1086.5%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 98810326  6.3928672  98.77%   0.09013854    33.4%  M·  cjxl_0.10.1_d0e10num_threads0
 98973219  6.4112468  99.05%   1.07778      399.7%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 99001602  6.4133020  99.08%   0.1062156     39.4%  ··  cjxl_0.10.1_d0e10g3num_threads0
 99464764  6.4354185  99.42%   0.249660      92.6%  ··  cjxl_0.10.1_d0e9g2num_threads0
 99451251  6.4365869  99.44%   0.185589      68.8%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 99689610  6.4521853  99.68%   0.913934     338.9%  ··  cjxl_0.10.1_d0e7E4num_threads0
 99676719  6.4525548  99.69%   0.247150      91.6%  ··  cjxl_0.10.1_d0e9g3num_threads0
 99793757  6.4596136  99.80%   0.227268      84.3%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
100087802  6.4727860  99.04%   0.269681      68.8%  M·  cjxl_0.10.1_d0e9num_threads0
100461240  6.5013195  99.48%   0.218922      55.8%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
100509172  6.5050782  99.54%   0.344061      87.7%  ··  cjxl_0.10.1_d0e8g2num_threads0
100560879  6.5078177  99.58%   0.218899      55.8%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
100777787  6.5267212  99.87%   1.4333       365.5%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
100832200  6.5276776  99.88%   0.229884      58.6%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
100875222  6.5305021  99.93%   0.233305      59.5%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
100923809  6.5348874  99.99%   0.220288      56.2%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
101049590  6.5352773  98.58%   0.392186      33.8%  M·  cjxl_0.10.1_d0e8num_threads0
100951717  6.5367174  98.60%   0.222462      19.2%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
101464654  6.5672581  99.06%   0.328035      28.2%  ··  cjxl_0.10.1_d0e8g3num_threads0
101787631  6.5955751  99.49%   0.226403      19.5%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
102042144  6.6040872  99.62%   1.24483      107.2%  ··  cjxl_0.10.1_d0e7g2num_threads0
102275997  6.6209481  99.87%   1.32519      114.1%  ··  cjxl_0.10.1_d0e7g3num_threads0
102282301  6.6279651  99.98%   0.224445      19.3%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
102483180  6.6293383  94.90%   1.16131       71.0%  M·  cjxl_0.10.1_d0e7num_threads0
102678772  6.6389996  95.04%   1.3500        82.5%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
103215979  6.6767388  95.58%   0.209066      12.8%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
103268560  6.6821160  95.66%   1.8235       111.5%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
103519354  6.6958764  95.85%   1.23333       75.4%  ··  cjxl_0.10.1_d0e6E4num_threads0
104176991  6.7344851  96.41%   1.7910       109.5%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
104807631  6.7754430  96.99%   1.6496       100.9%  ··  cjxl_0.10.1_d0e5E4num_threads0
105846663  6.8507394  98.07%   1.8008       110.1%  ··  cjxl_0.10.1_d0e6g3num_threads0
107866205  6.9683207  99.75%   2.7704       169.4%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
107963034  6.9769715  99.88%   1.7702       108.2%  ··  cjxl_0.10.1_d0e6g2num_threads0
108041995  6.9854773  98.41%   1.6354        72.5%  M·  cjxl_0.10.1_d0e6num_threads0
108524581  7.0082147  98.73%   2.7182       120.5%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
108557646  7.0115995  98.78%   2.4810       109.9%  ··  cjxl_0.10.1_d0e4E4num_threads0
109115022  7.0537691  99.37%   2.2779       100.9%  ··  cjxl_0.10.1_d0e5g3num_threads0
109900294  7.0981436  96.32%   2.2565        60.7%  M·  cjxl_0.10.1_d0e5num_threads0
110070301  7.1079590  96.45%   2.3641        63.6%  ··  cjxl_0.10.1_d0e5g2num_threads0
111627987  7.1882338  97.54%   0.04845664     1.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
113717647  7.3347702  99.53%   3.6372        97.8%  ·R  cjxl_0.10.1_d0e4g3num_threads0
114284230  7.3688967  99.99%   3.9096       105.1%  ·R  cjxl_0.10.1_d0e4g2num_threads0
114284916  7.3696983  97.11%   3.7184        38.5%  M·  cjxl_0.10.1_d0e4num_threads0
117467694  7.5740141  99.80%   9.3282        96.6%  ·R  cjxl_0.10.1_d0e3g3num_threads0
117532330  7.5785926  99.87%   9.4539        97.9%  ·R  cjxl_0.10.1_d0e3g2num_threads0
117684803  7.5888141  93.59%   9.6540        62.0%  MR  cjxl_0.10.1_d0e3num_threads0
117759337  7.6126361  93.88%   0.157932       1.0%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
117823796  7.6168546  93.94%   0.164610       1.1%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
117979430  7.6317266  94.12%   0.162710       1.0%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
118074686  7.6379354  94.20%   0.163883       1.1%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
118862629  7.6883280  94.82%   0.256710       1.6%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
125556782  8.1084961  92.02%  15.57          29.9%  MR  cjxl_0.10.1_d0e2num_threads0
125664558  8.1110945  92.05%  14.71          28.3%  ··  cjxl_0.10.1_d0e2g2num_threads0
125782550  8.1153383  92.10%  14.79          28.4%  ··  cjxl_0.10.1_d0e2g3num_threads0
131666002  8.5136061  96.62%   0.214716       0.4%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
133228572  8.6466189  98.13%   0.04647239     0.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
136510306  8.8114513   ····   52.02         ·····   MR  cjxl_0.10.1_d0e1num_threads0
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

3d (not edit glitch panorama ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e7E4g2num_threads0  99.79%  1047.21%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.08%   390.414%   cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.87%   368.34%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  98.53%   125.15%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e4E4g3num_threads0  99.45%   171.91%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g3num_threads0  97.90%   122.49%    cjxl_0.10.1_d0e5num_threads0

                                            Mpx/s real % of denser milestone
                                            |        milestone
                       bpp % of denser milestone     |Pareto front for bpp and real time
B          bpp (mean)  |       Mpx/s real (mean)     ||  best of
 86076098   6.3825929  95.30%   0.04469707    49.8%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 86087939   6.3834885  95.31%   0.04478825    49.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 86168503   6.3889325  95.40%   0.04481762    50.0%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 86177376   6.3896875  95.41%   0.04476879    49.9%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 86179001   6.3897273  95.41%   0.04489487    50.1%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 86187874   6.3904823  95.42%   0.04484542    50.0%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 86189478   6.3905776  95.42%   0.04510769    50.3%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 86198926   6.3912927  95.43%   0.04521250    50.4%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 86273776   6.3945942  95.48%   0.04143583    46.2%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 86296133   6.3962840  95.51%   0.04150556    46.3%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 86289589   6.3987566  95.54%   0.04447622    49.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 86367533   6.4039518  95.62%   0.04474555    49.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 86378966   6.4048154  95.63%   0.04487033    50.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 86385416   6.4053536  95.64%   0.04465947    49.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 86396849   6.4062172  95.65%   0.04475775    49.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 87185243   6.4593699  96.45%   0.03951129    44.1%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 87409666   6.4820752  96.79%   0.190222     212.1%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 87525983   6.4841230  96.82%   0.06464323    72.1%  ··  cjxl_0.10.1_d0e10E3num_threads0
 87733428   6.5012235  97.07%   0.193632     215.9%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
 88181295   6.5310022  97.52%   0.04895845    54.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 88194118   6.5319711  97.53%   0.04898851    54.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 88197483   6.5321607  97.53%   0.04889903    54.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 88210306   6.5331295  97.55%   0.04893392    54.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 88913835   6.5851349  98.33%   0.208656     232.7%  ·R  cjxl_0.10.1_d0e9E4num_threads0
 89133533   6.6064965  98.64%   0.306945     342.3%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 89889189   6.6548785  99.37%   0.04217524    47.0%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 90116585   6.6725410  99.63%   0.05757633    64.2%  ··  cjxl_0.10.1_d0e10I100num_threads0
 90033938   6.6739725  99.65%   0.290406     323.8%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
 90175266   6.6785990  99.72%   0.348146     388.2%  ·R  cjxl_0.10.1_d0e8E4num_threads0
 90164072   6.6829982  99.79%   0.939155    1047.2%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 90452442   6.6972924  98.89%   0.08968192    33.6%  M·  cjxl_0.10.1_d0e10num_threads0
 90498379   6.7100287  99.08%   1.04166      390.4%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 90686554   6.7239433  99.28%   0.1000182     37.5%  ··  cjxl_0.10.1_d0e10g3num_threads0
 90950818   6.7343047  99.44%   0.243207      91.2%  ··  cjxl_0.10.1_d0e9g2num_threads0
 91004123   6.7408294  99.53%   0.175741      65.9%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 91107300   6.7476867  99.63%   0.880806     330.1%  ··  cjxl_0.10.1_d0e7E4num_threads0
 91194775   6.7564140  99.76%   0.235765      88.4%  ··  cjxl_0.10.1_d0e9g3num_threads0
 91310521   6.7645025  99.88%   0.214866      80.5%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 91506693   6.7724410  99.04%   0.266809      70.0%  M·  cjxl_0.10.1_d0e9num_threads0
 91897825   6.8048192  99.51%   0.331493      87.0%  ··  cjxl_0.10.1_d0e8g2num_threads0
 92032966   6.8162335  99.68%   0.212692      55.8%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 92055432   6.8179424  99.70%   0.214304      56.2%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 92142634   6.8293449  99.87%   1.4037       368.3%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 92400587   6.8382339  98.66%   0.381102      34.0%  M·  cjxl_0.10.1_d0e8num_threads0
 92307604   6.8391529  98.67%   0.214488      19.1%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 92317281   6.8398824  98.68%   0.215615      19.2%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 92315456   6.8399453  98.68%   0.215902      19.2%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 92340270   6.8418254  98.71%   0.217867      19.4%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 92844149   6.8767264  99.21%   0.312539      27.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
 93074304   6.9010723  99.56%   0.213059      19.0%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 93251136   6.9049602  99.62%   1.2033       107.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
 93522881   6.9279152  99.95%   1.2889       114.9%  ··  cjxl_0.10.1_d0e7g3num_threads0
 93657123   6.9313895  94.87%   1.12165       69.9%  M·  cjxl_0.10.1_d0e7num_threads0
 93524015   6.9349022  94.92%   0.212174      13.2%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 93842154   6.9425016  95.02%   1.3170        82.1%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 94112641   6.9649931  95.33%   0.198802      12.4%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 94372640   6.9847342  95.60%   1.8079       112.7%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 94601680   6.9981041  95.79%   1.2006        74.9%  ··  cjxl_0.10.1_d0e6E4num_threads0
 95144263   7.0334596  96.27%   1.7753       110.7%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 95736792   7.0761640  96.85%   1.6281       101.5%  ··  cjxl_0.10.1_d0e5E4num_threads0
 96897952   7.1763485  98.22%   1.7748       110.7%  ··  cjxl_0.10.1_d0e6g3num_threads0
 98358318   7.2660157  99.45%   2.7572       171.9%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 98860562   7.3003467  99.92%   2.6975       168.2%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
 98869443   7.3012367  99.93%   2.4536       153.0%  ··  cjxl_0.10.1_d0e4E4num_threads0
 98787638   7.3048793  99.98%   1.7394       108.4%  ··  cjxl_0.10.1_d0e6g2num_threads0
 98806648   7.3060329  98.44%   1.6039        71.3%  M·  cjxl_0.10.1_d0e6num_threads0
 99858805   7.3828292  99.48%   2.2764       101.1%  ··  cjxl_0.10.1_d0e5g3num_threads0
100508974   7.4216359  96.70%   2.2509        60.6%  M·  cjxl_0.10.1_d0e5num_threads0
100684117   7.4353036  96.88%   2.3651        63.7%  ··  cjxl_0.10.1_d0e5g2num_threads0
102157457   7.5160643  97.93%   0.04734871     1.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
103743698   7.6506126  99.68%   3.6252        97.6%  ·R  cjxl_0.10.1_d0e4g3num_threads0
104107930   7.6749229  97.70%   3.7152        38.5%  MR  cjxl_0.10.1_d0e4num_threads0
104120900   7.6758115  97.71%   3.9216        40.6%  ·R  cjxl_0.10.1_d0e4g2num_threads0
106355152   7.8398365  99.80%   9.3451        96.8%  ·R  cjxl_0.10.1_d0e3g3num_threads0
106419217   7.8449570  99.86%   9.4530        97.9%  ·R  cjxl_0.10.1_d0e3g2num_threads0
106561771   7.8557666  93.06%   9.6566        62.3%  MR  cjxl_0.10.1_d0e3num_threads0
108118603   7.9942937  94.70%   0.153291       1.0%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
108125907   7.9948461  94.71%   0.154308       1.0%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
108324846   8.0128431  94.92%   0.160751       1.0%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
108349452   8.0146998  94.94%   0.162605       1.0%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
109171855   8.0775059  95.69%   0.249848       1.6%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
114459495   8.4415987  92.13%  15.51          30.5%  MR  cjxl_0.10.1_d0e2num_threads0
114533842   8.4425521  92.14%  14.61          28.7%  ··  cjxl_0.10.1_d0e2g2num_threads0
114607527   8.4445775  92.16%  14.76          29.0%  ··  cjxl_0.10.1_d0e2g3num_threads0
120455100   8.8910349  97.04%   0.210010       0.4%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
122199889   9.0772637  99.07%   0.04494814     0.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
124349475   9.1625831   ····   50.83         ·····   MR  cjxl_0.10.1_d0e1num_threads0
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

digital_painting, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
70  100.00%  1.55  100.00%  117322  0.09  1.00  0.79  all
70  100.00%  1.55  100.00%  117322  0.09  1.00  0.79  digital_painting
 4    5.71%  2.44    8.98%  131887  0.08  1.00  0.85  edit
 6    8.57%  2.25   12.39%  135930  0.07  1.00  0.80  game
 9   12.86%  1.34   11.11%   28173  0.02  1.00  0.93  game_asset
13   18.57%  1.50   17.92%   72650  0.06  1.00  0.92  lossy
 9   12.86%  1.47   12.13%  116852  0.10  1.00  0.78  watermark
58   82.86%  1.68   89.67%  122272  0.08  1.00  0.81  visibly_opaque
12   17.14%  0.94   10.33%   93395  0.10  1.00  0.69  visibly_transparent
 1    1.43%  1.42    1.30%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
45   64.29%  1.80   74.39%  142530  0.09  1.00  0.80  DirectClass_sRGB
21   30.00%  1.17   22.63%   85604  0.09  1.00  0.83  DirectClass_sRGB_Alpha
 1    1.43%  1.64    1.51%     256  0.00  1.00  0.76  PseudoClass_Gray
 2    2.86%  0.09    0.17%     254  0.00  1.00  0.37  PseudoClass_sRGB_Alpha
 1    1.43%  2.38    2.18%  175813  0.07  1.00  0.86  source_app
43   61.43%  1.53   60.64%  135270  0.11  1.00  0.78  source_imagemagick->exiftool
 8   11.43%  1.41   10.38%   25180  0.02  1.00  0.96  source_unknown->exiftool
 5    7.14%  0.63    2.90%   29032  0.06  1.00  0.62  source_web
13   18.57%  2.00   23.89%  144116  0.07  1.00  0.79  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e7E4g3num_threads0  99.72%  1252.42%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  98.19%   383.831%   cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.15%   312.98%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  97.53%   112.47%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  99.98%   160.35%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  97.78%   126.17%    cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.42%   102.37%    cjxl_0.10.1_d0e4num_threads0

                                            Mpx/s real % of denser milestone
                                            |        milestone
                      bpp % of denser milestone      |Pareto front for bpp and real time
B          bpp (mean) |        Mpx/s real (mean)     ||  best of
 68966453  4.9005651   93.60%   0.05659023    59.1%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 68964463  4.9005736   93.60%   0.05692400    59.4%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 68942736  4.9064317   93.72%   0.05709219    59.6%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 68956016  4.9071805   93.73%   0.05670677    59.2%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 68975495  4.9076149   93.74%   0.05697367    59.5%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 68962815  4.9078794   93.74%   0.05679355    59.3%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 68987606  4.9082696   93.75%   0.05664756    59.2%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
 68976095  4.9086281   93.76%   0.05645052    58.9%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 69171741  4.9168096   93.91%   0.05642207    58.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 69169751  4.9168181   93.91%   0.05678413    59.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 69424099  4.9450305   94.45%   0.04861601    50.8%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 69438043  4.9458324   94.47%   0.04847998    50.6%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 68975932  4.9510153   94.57%   0.05392267    56.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 68983849  4.9514724   94.58%   0.05362420    56.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 69756991  4.9603454   94.75%   0.06243436    65.2%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 69770271  4.9610941   94.76%   0.06196780    64.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 69775762  4.9618698   94.78%   0.06261154    65.4%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 69789042  4.9626186   94.79%   0.06211589    64.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 69199314  4.9697113   94.93%   0.05335388    55.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 70336163  5.0126579   95.75%   0.04218836    44.1%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 70879733  5.0251130   95.98%   0.250170     261.2%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 70678913  5.0382857   96.23%   0.06785756    70.9%  ··  cjxl_0.10.1_d0e10E3num_threads0
 71482248  5.0652756   96.75%   0.244717     255.5%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 72219293  5.1311761   98.01%   0.04585898    47.9%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 72796615  5.1514130   98.40%   0.241125     251.8%  ··  cjxl_0.10.1_d0e9E4num_threads0
 72845532  5.1733310   98.81%   0.402055     419.8%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 73047637  5.2054056   99.43%   0.420571     439.2%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 73234392  5.2089622   99.49%   0.1200094    125.3%  ··  cjxl_0.10.1_d0e10g3num_threads0
 73430692  5.2122516   99.56%   0.06258485    65.4%  ··  cjxl_0.10.1_d0e10I100num_threads0
 73451019  5.2177921   99.66%   0.230463     240.6%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 73563173  5.2205853   99.72%   1.19941     1252.4%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 73774018  5.2312632   99.92%   0.458749     479.0%  ··  cjxl_0.10.1_d0e8E4num_threads0
 73715587  5.2354043   98.47%   0.09576697    30.6%  M·  cjxl_0.10.1_d0e10num_threads0
 73829116  5.2506057   98.76%   0.295512      94.6%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 74123905  5.2511233   98.76%   0.304764      97.5%  ··  cjxl_0.10.1_d0e9g3num_threads0
 74023177  5.2641131   99.01%   1.19595      382.7%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
 74502649  5.2770163   99.25%   0.310186      99.3%  ··  cjxl_0.10.1_d0e9g2num_threads0
 74802579  5.3048982   99.78%   1.10731      354.4%  ··  cjxl_0.10.1_d0e7E4num_threads0
 75144550  5.3167938   98.95%   0.312484      62.9%  M·  cjxl_0.10.1_d0e9num_threads0
 75124745  5.3275552   99.15%   1.5557       313.0%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 75245259  5.3459078   99.50%   0.292930      58.9%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 75265826  5.3469957   99.52%   0.284846      57.3%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 75156306  5.3489705   99.55%   0.304980      61.4%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 75174539  5.3497127   99.57%   0.295553      59.5%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 75504247  5.3575855   99.71%   0.431034      86.7%  ··  cjxl_0.10.1_d0e8g3num_threads0
 75541918  5.3687742   99.92%   0.452651      91.1%  ··  cjxl_0.10.1_d0e8g2num_threads0
 75424179  5.3717127   99.98%   0.293362      59.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 75444030  5.3727748  100.00%   0.284988      57.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 75840007  5.3729781   98.37%   0.497067      35.9%  M·  cjxl_0.10.1_d0e8num_threads0
 76023046  5.4074523   99.00%   0.291712      21.1%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 76276791  5.4083043   99.01%   1.4590       105.5%  ··  cjxl_0.10.1_d0e7g3num_threads0
 76628077  5.4124724   99.09%   1.5422       111.5%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 76304275  5.4323507   99.45%   0.289266      20.9%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 76664151  5.4365309   99.53%   1.4609       105.6%  ··  cjxl_0.10.1_d0e7g2num_threads0
 77078498  5.4622505   94.76%   1.3832        74.6%  M·  cjxl_0.10.1_d0e7num_threads0
 77004855  5.4726031   94.94%   0.272502      14.7%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 77640809  5.4986831   95.40%   1.9001       102.5%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 77897215  5.5166446   95.71%   1.4365        77.5%  ··  cjxl_0.10.1_d0e6E4num_threads0
 78477638  5.5490667   96.27%   1.8985       102.4%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 78710154  5.5837668   96.87%   1.9161       103.3%  ·R  cjxl_0.10.1_d0e6g3num_threads0
 79150283  5.6055461   97.25%   1.8118        97.7%  ··  cjxl_0.10.1_d0e5E4num_threads0
 80199454  5.6529594   98.07%   1.9182       103.4%  ·R  cjxl_0.10.1_d0e6g2num_threads0
 81262211  5.7467035   99.70%   2.9038       156.6%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 81517198  5.7628018   99.98%   2.9734       160.4%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
 81330861  5.7640566   97.80%   1.8543        78.7%  M·  cjxl_0.10.1_d0e6num_threads0
 81424988  5.7701132   97.90%   0.05291602     2.2%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 81841569  5.7969302   98.36%   2.6760       113.6%  ··  cjxl_0.10.1_d0e4E4num_threads0
 82027425  5.8153751   98.67%   2.3436        99.4%  ··  cjxl_0.10.1_d0e5g3num_threads0
 82785909  5.8490306   99.24%   2.3822       101.1%  ··  cjxl_0.10.1_d0e5g2num_threads0
 83146910  5.8937143   95.90%   2.3566        61.5%  M·  cjxl_0.10.1_d0e5num_threads0
 86286802  6.0978184   99.22%   3.7414        97.6%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 86463029  6.1101166   99.42%   3.9253       102.4%  ·R  cjxl_0.10.1_d0e4g2num_threads0
 86763350  6.1459977   97.71%   3.8345        40.1%  M·  cjxl_0.10.1_d0e4num_threads0
 88787547  6.2712630   99.70%   9.1524        95.6%  ·R  cjxl_0.10.1_d0e3g3num_threads0
 88823153  6.2768323   99.79%   9.4555        98.8%  ·R  cjxl_0.10.1_d0e3g2num_threads0
 89030658  6.2901857   88.26%   9.5720        62.6%  MR  cjxl_0.10.1_d0e3num_threads0
 95789297  6.6999771   94.01%   0.1627724      1.1%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 95811353  6.7011962   94.03%   0.1594754      1.0%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 96276383  6.7315598   94.46%   0.165564       1.1%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 96296295  6.7326384   94.47%   0.164121       1.1%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
 96658624  6.7698657   94.99%   0.233068       1.5%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
100601244  7.0958732   99.57%   0.05386137     0.4%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
 99502485  7.1266539   92.23%  15.29          27.8%  MR  cjxl_0.10.1_d0e2num_threads0
 99848092  7.1329910   92.31%  14.79          26.9%  ··  cjxl_0.10.1_d0e2g2num_threads0
100267800  7.1418640   92.43%  14.21          25.9%  ··  cjxl_0.10.1_d0e2g3num_threads0
104074991  7.2959734   94.42%   0.215940       0.4%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
107679613  7.7271344   ·····   54.92         ·····   MR  cjxl_0.10.1_d0e1num_threads0
114822616  8.0731446   ·····    0.237995     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
114840078  8.0733769   ·····    0.228478     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
115073932  8.1051962   ·····    0.208206     ·····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
114875160  8.1815009   ·····    0.174057     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

digital_painting (not edit game game_asset), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
51  100.00%  1.44  100.00%  129722  0.10  1.00  0.76  all
51  100.00%  1.44  100.00%  129722  0.10  1.00  0.76  digital_painting
 4    7.84%  0.94    5.14%  126039  0.15  1.00  0.81  lossy
 8   15.69%  1.53   16.65%  127855  0.11  1.00  0.79  watermark
40   78.43%  1.58   85.77%  138680  0.10  1.00  0.78  visibly_opaque
11   21.57%  0.95   14.23%   97147  0.11  1.00  0.69  visibly_transparent
 1    1.96%  1.42    1.93%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
34   66.67%  1.66   76.60%  148959  0.10  1.00  0.79  DirectClass_sRGB
13   25.49%  1.07   18.99%  119249  0.12  1.00  0.77  DirectClass_sRGB_Alpha
 1    1.96%  1.64    2.23%     256  0.00  1.00  0.76  PseudoClass_Gray
 2    3.92%  0.09    0.25%     254  0.00  1.00  0.37  PseudoClass_sRGB_Alpha
 1    1.96%  2.38    3.23%  175813  0.07  1.00  0.86  source_app
33   64.71%  1.41   63.11%  141218  0.12  1.00  0.78  source_imagemagick->exiftool
 5    9.80%  0.63    4.29%   29032  0.06  1.00  0.62  source_web
12   23.53%  1.80   29.37%  136221  0.07  1.00  0.77  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  97.70%  276.102%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.22%  386.73%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.91%  309.52%     cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  98.55%  113.42%     cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e6g3num_threads0    97.35%  104.60%     cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  98.84%  129.25%     cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.53%  102.24%     cjxl_0.10.1_d0e4num_threads0

                                          Mpx/s real % of denser milestone
                                          |       milestone
                     bpp % of denser milestone    |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)    ||  best of
49925744  5.0864970  95.52%   0.06239870   63.3%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
49925744  5.0864970  95.52%   0.06196598   62.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
49932286  5.0867802  95.53%   0.06239335   63.3%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
49932286  5.0867802  95.53%   0.06192989   62.9%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
49950178  5.0871189  95.53%   0.06225526   63.2%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
49950178  5.0871189  95.53%   0.06187768   62.8%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
49933961  5.0874150  95.54%   0.06223372   63.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
49933961  5.0874150  95.54%   0.06176129   62.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
49938850  5.0874183  95.54%   0.06215597   63.1%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
49938850  5.0874183  95.54%   0.06173343   62.7%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
50095695  5.1147287  96.05%   0.05206988   52.8%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
50095695  5.1147287  96.05%   0.05182682   52.6%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
50278089  5.1176618  96.11%   0.06787849   68.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
50278089  5.1176618  96.11%   0.06727733   68.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
50278075  5.1176682  96.11%   0.06806460   69.1%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
50278075  5.1176682  96.11%   0.06742853   68.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
49948837  5.1467142  96.65%   0.05808669   59.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
49948837  5.1467142  96.65%   0.05770615   58.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
50444469  5.1522803  96.76%   0.04358994   44.2%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
49964796  5.1602342  96.91%   0.05757552   58.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
50687576  5.1773909  97.23%   0.06998420   71.0%  ·R  cjxl_0.10.1_d0e10E3num_threads0
51297146  5.2026762  97.70%   0.272058    276.1%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
51518022  5.2309783  98.24%   0.261707    265.6%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
51721378  5.2727455  99.02%   0.04638471   47.1%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
52009037  5.2776415  99.11%   0.249145    252.8%  ··  cjxl_0.10.1_d0e9E4num_threads0
52239568  5.3017408  99.56%   0.128351    130.3%  ··  cjxl_0.10.1_d0e10g3num_threads0
52231896  5.3018170  99.57%   0.06447216   65.4%  ··  cjxl_0.10.1_d0e10I100num_threads0
52486308  5.3217589  99.94%   0.248768    252.5%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
52430588  5.3249144  98.55%   0.0985352    30.6%  M·  cjxl_0.10.1_d0e10num_threads0
52498787  5.3356627  98.74%   0.432377    134.3%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
52871504  5.3510060  99.03%   0.327222    101.6%  ··  cjxl_0.10.1_d0e9g3num_threads0
52465808  5.3555937  99.11%   0.449781    139.7%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
52652583  5.3558362  99.12%   0.480361    149.2%  ·R  cjxl_0.10.1_d0e8E4num_threads0
52739790  5.3574279  99.15%   0.321445     99.8%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
52704582  5.3611243  99.22%   1.2450      386.7%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
53068412  5.3788547  99.54%   0.329499    102.4%  ··  cjxl_0.10.1_d0e9g2num_threads0
52880457  5.3943309  99.83%   1.2408      385.4%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
53300587  5.4035141  98.88%   0.321929     62.3%  M·  cjxl_0.10.1_d0e9num_threads0
53185695  5.4159743  99.11%   1.1418      220.8%  ··  cjxl_0.10.1_d0e7E4num_threads0
53351963  5.4279249  99.33%   0.316644     61.2%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
53351963  5.4279249  99.33%   0.306310     59.2%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
53559079  5.4405196  99.56%   0.298596     57.7%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
53778417  5.4569929  99.86%   0.462250     89.4%  ··  cjxl_0.10.1_d0e8g3num_threads0
53693515  5.4599554  99.91%   1.6004      309.5%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
53667149  5.4606828  99.93%   0.333815     64.6%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
53667149  5.4606828  99.93%   0.321660     62.2%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
53819191  5.4647314  98.64%   0.517067     36.6%  M·  cjxl_0.10.1_d0e8num_threads0
53748279  5.4670508  98.68%   0.481670     34.1%  ··  cjxl_0.10.1_d0e8g2num_threads0
53775895  5.4807173  98.92%   0.317569     22.5%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
53775895  5.4807173  98.92%   0.306734     21.7%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
53863445  5.4849797  99.00%   0.318056     22.5%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
54020267  5.4859899  99.02%   1.5008      106.4%  ··  cjxl_0.10.1_d0e7g3num_threads0
54029919  5.5057254  99.38%   0.314757     22.3%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
54252652  5.5136624  99.52%   1.4973      106.1%  ··  cjxl_0.10.1_d0e7g2num_threads0
54524703  5.5338873  99.88%   1.5736      111.5%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
54495916  5.5402809  95.49%   1.4110       75.5%  M·  cjxl_0.10.1_d0e7num_threads0
55043922  5.5935188  96.41%   1.9360      103.6%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
55095185  5.6055022  96.62%   1.4601       78.2%  ··  cjxl_0.10.1_d0e6E4num_threads0
55480997  5.6387318  97.19%   1.9206      102.8%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
55561309  5.6479054  97.35%   1.9541      104.6%  ·R  cjxl_0.10.1_d0e6g3num_threads0
55869749  5.6875747  98.03%   1.8163       97.2%  ··  cjxl_0.10.1_d0e5E4num_threads0
56485009  5.7184913  98.57%   1.9411      103.9%  ··  cjxl_0.10.1_d0e6g2num_threads0
57010619  5.8016891  98.05%   1.8681       79.0%  M·  cjxl_0.10.1_d0e6num_threads0
57349813  5.8316239  98.56%   2.3820      100.8%  ·R  cjxl_0.10.1_d0e5g3num_threads0
57632731  5.8349138  98.61%   2.9965      126.8%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
57739074  5.8483928  98.84%   3.0550      129.2%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
57805893  5.8705046  99.22%   2.4057      101.8%  ··  cjxl_0.10.1_d0e5g2num_threads0
57895013  5.8759279  99.31%   2.7537      116.5%  ··  cjxl_0.10.1_d0e4E4num_threads0
58076461  5.9168938  96.64%   2.3637       59.2%  M·  cjxl_0.10.1_d0e5num_threads0
58219542  5.9281725  96.82%   0.05366105    1.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
60202009  6.0832533  99.36%   3.8603       96.7%  ·R  cjxl_0.10.1_d0e4g3num_threads0
60272333  6.0939172  99.53%   4.0800      102.2%  ·R  cjxl_0.10.1_d0e4g2num_threads0
60429689  6.1227428  99.35%   3.9906       40.8%  M·  cjxl_0.10.1_d0e4num_threads0
60669765  6.1441115  99.70%   9.362        95.8%  ·R  cjxl_0.10.1_d0e3g3num_threads0
60684588  6.1495716  99.79%   9.678        99.0%  ·R  cjxl_0.10.1_d0e3g2num_threads0
60810783  6.1625162  85.31%   9.775        63.2%  MR  cjxl_0.10.1_d0e3num_threads0
68347678  6.8721782  95.13%   0.174210      1.1%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
68347678  6.8721782  95.13%   0.170281      1.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
68880504  6.9184882  95.77%   0.176512      1.1%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
68880504  6.9184882  95.77%   0.174661      1.1%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
69207887  6.9647631  96.41%   0.249608      1.6%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
70295443  7.2239719  92.46%  15.47         28.6%  MR  cjxl_0.10.1_d0e2num_threads0
70486868  7.2281474  92.51%  15.04         27.8%  ··  cjxl_0.10.1_d0e2g2num_threads0
70726896  7.2351669  92.60%  14.42         26.7%  ··  cjxl_0.10.1_d0e2g3num_threads0
73091495  7.5469741  96.59%   0.05477299    0.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
75286889  7.6316397  97.68%   0.199178      0.4%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
75491296  7.8132814   ····   54.00         ····   MR  cjxl_0.10.1_d0e1num_threads0
82633015  8.3695214   ····    0.233950     ····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
83110563  8.4067804   ····    0.259403     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
83110563  8.4067804   ····    0.246978     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
82756518  8.5213264   ····    0.186533     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

digital_painting digital_painting_like (not edit game game_asset), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
57  100.00%  1.46  100.00%  147864  0.11  1.00  0.77  all
51   89.47%  1.44   88.05%  129722  0.10  1.00  0.76  digital_painting
 6   10.53%  1.66   11.95%  302073  0.18  1.00  0.82  digital_painting_like
 4    7.02%  0.94    4.53%  126039  0.15  1.00  0.81  lossy
 6   10.53%  1.66   11.95%  302073  0.18  1.00  0.82  machine_learning
 8   14.04%  1.53   14.66%  127855  0.11  1.00  0.79  watermark
46   80.70%  1.59   87.47%  159992  0.11  1.00  0.79  visibly_opaque
11   19.30%  0.95   12.53%   97147  0.11  1.00  0.69  visibly_transparent
 1    1.75%  1.42    1.70%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
40   70.18%  1.66   79.40%  171926  0.12  1.00  0.79  DirectClass_sRGB
13   22.81%  1.07   16.72%  119249  0.12  1.00  0.77  DirectClass_sRGB_Alpha
 1    1.75%  1.64    1.96%     256  0.00  1.00  0.76  PseudoClass_Gray
 2    3.51%  0.09    0.22%     254  0.00  1.00  0.37  PseudoClass_sRGB_Alpha
 1    1.75%  2.38    2.85%  175813  0.07  1.00  0.86  source_app
33   57.89%  1.41   55.57%  141218  0.12  1.00  0.78  source_imagemagick->exiftool
 5    8.77%  0.63    3.78%   29032  0.06  1.00  0.62  source_web
18   31.58%  1.75   37.81%  191505  0.11  1.00  0.79  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  97.83%  268.703%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.21%  388.48%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.94%  319.91%     cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  98.71%  115.42%     cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e6g3num_threads0    97.38%  105.50%     cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  98.95%  129.31%     cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.59%  101.93%     cjxl_0.10.1_d0e4num_threads0

                                          Mpx/s real % of denser milestone
                                          |       milestone
                     bpp % of denser milestone    |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)    ||  best of
58251107  5.2560115  95.91%   0.06010765   61.7%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
58251107  5.2560115  95.91%   0.05971567   61.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
58257649  5.2562649  95.91%   0.06009898   61.7%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
58257649  5.2562649  95.91%   0.05968272   61.3%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
58275524  5.2565615  95.92%   0.06001442   61.6%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
58275524  5.2565615  95.92%   0.05967716   61.2%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
58259324  5.2568329  95.92%   0.05995449   61.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
58259324  5.2568329  95.92%   0.05953289   61.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
58264213  5.2568359  95.92%   0.05988733   61.5%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
58264213  5.2568359  95.92%   0.05950766   61.1%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
58467351  5.2851361  96.44%   0.05090246   52.2%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
58467351  5.2851361  96.44%   0.05068700   52.0%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
58643991  5.2871275  96.48%   0.06495834   66.7%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
58643991  5.2871275  96.48%   0.06442209   66.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
58643977  5.2871332  96.48%   0.06512415   66.8%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
58643977  5.2871332  96.48%   0.06455235   66.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
58270082  5.3094919  96.89%   0.05627047   57.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
58270082  5.3094919  96.89%   0.05592674   57.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
58285688  5.3215546  97.11%   0.05580398   57.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
58858418  5.3223014  97.12%   0.04328088   44.4%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
59116588  5.3460293  97.55%   0.06954190   71.4%  ·R  cjxl_0.10.1_d0e10E3num_threads0
59639380  5.3614411  97.83%   0.261815    268.7%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
59915656  5.3914560  98.38%   0.253108    259.8%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
60462332  5.4378704  99.23%   0.242638    249.0%  ··  cjxl_0.10.1_d0e9E4num_threads0
60257208  5.4403537  99.27%   0.04544706   46.6%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
60592297  5.4509002  99.47%   0.124217    127.5%  ··  cjxl_0.10.1_d0e10g3num_threads0
60670026  5.4581452  99.60%   0.06365303   65.3%  ··  cjxl_0.10.1_d0e10I100num_threads0
60827026  5.4678742  99.78%   0.238829    245.1%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
60884838  5.4801652  98.69%   0.09743629   31.2%  M·  cjxl_0.10.1_d0e10num_threads0
60920759  5.4872320  98.82%   0.413358    132.4%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
61226328  5.4952161  98.96%   0.314825    100.9%  ··  cjxl_0.10.1_d0e9g3num_threads0
61131250  5.5042575  99.13%   0.307491     98.5%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
60893887  5.5056304  99.15%   0.429684    137.7%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
61110927  5.5087144  99.21%   1.2126      388.5%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
61147914  5.5114631  99.26%   0.458484    146.9%  ··  cjxl_0.10.1_d0e8E4num_threads0
61488193  5.5256637  99.51%   0.317716    101.8%  ··  cjxl_0.10.1_d0e9g2num_threads0
61304062  5.5399091  99.77%   1.2011      384.8%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
61780261  5.5527545  98.97%   0.312140     63.2%  M·  cjxl_0.10.1_d0e9num_threads0
61711497  5.5678139  99.24%   1.1020      223.3%  ··  cjxl_0.10.1_d0e7E4num_threads0
61834971  5.5750298  99.37%   0.303946     61.6%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
61834971  5.5750298  99.37%   0.294659     59.7%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
62042274  5.5860238  99.57%   0.285946     57.9%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
62205408  5.5962338  99.75%   0.441780     89.5%  ··  cjxl_0.10.1_d0e8g3num_threads0
62128678  5.6025374  99.86%   0.318579     64.5%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
62128678  5.6025374  99.86%   0.307719     62.3%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
62182757  5.6059213  99.92%   0.459812     93.2%  ··  cjxl_0.10.1_d0e8g2num_threads0
62217175  5.6069110  99.94%   1.5791      319.9%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
62331539  5.6103799  98.77%   0.493613     36.1%  M·  cjxl_0.10.1_d0e8num_threads0
62429991  5.6207266  98.95%   1.4705      107.5%  ··  cjxl_0.10.1_d0e7g3num_threads0
62258764  5.6222599  98.98%   0.304757     22.3%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
62258764  5.6222599  98.98%   0.294993     21.6%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
62380104  5.6289386  99.10%   0.304428     22.3%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
62682323  5.6471838  99.42%   1.4597      106.7%  ··  cjxl_0.10.1_d0e7g2num_threads0
62552360  5.6479372  99.43%   0.301496     22.0%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
63036606  5.6803209  95.74%   1.3682       74.4%  M·  cjxl_0.10.1_d0e7num_threads0
63147198  5.6811714  95.76%   1.5469       84.1%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
63737165  5.7404882  96.76%   1.9322      105.1%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
63828401  5.7545629  96.99%   1.4243       77.5%  ··  cjxl_0.10.1_d0e6E4num_threads0
64112988  5.7773845  97.38%   1.9397      105.5%  ·R  cjxl_0.10.1_d0e6g3num_threads0
64219909  5.7847274  97.50%   1.9107      103.9%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
64664574  5.8331998  98.32%   1.7952       97.6%  ··  cjxl_0.10.1_d0e5E4num_threads0
65141860  5.8492489  98.59%   1.9213      104.5%  ··  cjxl_0.10.1_d0e6g2num_threads0
65777028  5.9329050  98.18%   1.8385       78.1%  M·  cjxl_0.10.1_d0e6num_threads0
66096249  5.9579643  98.59%   2.3770      100.9%  ·R  cjxl_0.10.1_d0e5g3num_threads0
66443138  5.9661486  98.73%   2.9764      126.4%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
66562390  5.9793265  98.95%   3.0459      129.3%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
66602826  5.9970076  99.24%   2.3996      101.9%  ··  cjxl_0.10.1_d0e5g2num_threads0
66733952  6.0052703  99.38%   2.7428      116.4%  ··  cjxl_0.10.1_d0e4E4num_threads0
66925610  6.0429365  97.00%   2.3555       59.0%  M·  cjxl_0.10.1_d0e5num_threads0
67455194  6.0852933  97.68%   0.05227303    1.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
69076628  6.1937580  99.42%   3.8197       95.7%  ·R  cjxl_0.10.1_d0e4g3num_threads0
69155736  6.2040619  99.59%   4.0668      101.9%  ·R  cjxl_0.10.1_d0e4g2num_threads0
69312812  6.2298424  99.35%   3.9898       40.9%  M·  cjxl_0.10.1_d0e4num_threads0
69596150  6.2524927  99.71%   9.337        95.7%  ·R  cjxl_0.10.1_d0e3g3num_threads0
69618259  6.2579956  99.80%   9.651        98.9%  ·R  cjxl_0.10.1_d0e3g2num_threads0
69759146  6.2708189  85.79%   9.759        63.2%  MR  cjxl_0.10.1_d0e3num_threads0
80198912  7.1494103  97.81%   0.166710      1.1%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
80198912  7.1494103  97.81%   0.163174      1.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
80720618  7.1899833  98.37%   0.171155      1.1%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
80720618  7.1899833  98.37%   0.169516      1.1%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
81145633  7.2405004  99.06%   0.238782      1.5%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
80295844  7.3093358  92.38%  15.44         29.3%  MR  cjxl_0.10.1_d0e2num_threads0
80480101  7.3124640  92.42%  15.03         28.5%  ··  cjxl_0.10.1_d0e2g2num_threads0
80716657  7.3184489  92.49%  14.39         27.3%  ··  cjxl_0.10.1_d0e2g3num_threads0
86388461  7.9125350   ····   52.73         ····   MR  cjxl_0.10.1_d0e1num_threads0
88175606  7.9172750   ····    0.192342     ····   ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
88238364  8.0300124   ····    0.05239998   ····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
96855760  8.6921724   ····    0.220999     ····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
97420529  8.7324624   ····    0.243716     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
97420529  8.7324624   ····    0.232635     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
96972498  8.8273438   ····    0.178588     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

ui (not film), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone    size    speed real  compared to
cjxl_0.10.1_d0e10g3num_threads0  98.84%  168.419%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0   99.60%  198.47%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e4g2num_threads0   98.82%  103.56%     cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e2num_threads0     99.31%  161.6%      cjxl_0.10.1_d0e3num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                     bpp % of denser milestone     |Pareto front for bpp and real time
B         bpp (mean) |        Mpx/s real (mean)    ||  best of
14161582  1.4559818   91.01%   0.162079     82.6%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14167686  1.4587147   91.18%   0.163050     83.1%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14156162  1.4592571   91.21%   0.130625     66.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14178038  1.4597579   91.24%   0.165539     84.4%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
14177299  1.4598574   91.25%   0.163917     83.6%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
14221936  1.4611087   91.33%   0.162238     82.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14228135  1.4652685   91.59%   0.129678     66.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14334253  1.4989493   93.69%   0.269752    137.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
14347084  1.5001333   93.77%   0.271544    138.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
14524320  1.5002530   93.78%   0.1115179    56.9%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
14759838  1.5185693   94.92%   0.07831454   39.9%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
14783459  1.5246292   95.30%   0.142309     72.6%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14775392  1.5249873   95.32%   0.142123     72.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14775890  1.5264120   95.41%   0.141137     72.0%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14779734  1.5270480   95.45%   0.140939     71.9%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14782485  1.5272898   95.47%   0.140951     71.9%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14763068  1.5291251   95.58%   0.119187     60.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
14911122  1.5360346   96.01%   0.134989     68.8%  ··  cjxl_0.10.1_d0e10E3num_threads0
14915696  1.5552402   97.21%   0.233491    119.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
14926939  1.5560572   97.26%   0.236220    120.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
15207844  1.5745543   98.42%   0.09499250   48.4%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
15264187  1.5812588   98.84%   0.330294    168.4%  ·R  cjxl_0.10.1_d0e10g3num_threads0
15374293  1.5825622   98.92%   0.115819     59.1%  ··  cjxl_0.10.1_d0e10I100num_threads0
15438680  1.5966047   99.80%   0.09417316   48.0%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
15518730  1.5998377   93.02%   0.196114     32.4%  M·  cjxl_0.10.1_d0e10num_threads0
15581821  1.6196214   94.17%   0.568077     93.8%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
15887474  1.6472341   95.77%   0.510329     84.2%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
15900043  1.6641322   96.75%   0.533048     88.0%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
16186412  1.6695811   97.07%   0.457161     75.5%  ··  cjxl_0.10.1_d0e9E4num_threads0
16019314  1.6777184   97.54%   0.707118    116.7%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
16340803  1.7006764   98.88%   0.664519    109.7%  ··  cjxl_0.10.1_d0e9g3num_threads0
16343216  1.7009524   98.90%   0.97812     161.5%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
16428617  1.7126066   99.57%   1.0322      170.4%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
16567547  1.7130755   99.60%   1.2023      198.5%  ·R  cjxl_0.10.1_d0e8E4num_threads0
16565884  1.7190657   99.95%   0.634474    104.7%  ··  cjxl_0.10.1_d0e9g2num_threads0
16666771  1.7199465   98.92%   0.605782     47.9%  M·  cjxl_0.10.1_d0e9num_threads0
16892699  1.7387506   90.91%   1.2636       48.9%  MR  cjxl_0.10.1_d0e8num_threads0
16898567  1.7525427   91.63%   1.0765       41.6%  ··  cjxl_0.10.1_d0e8g2num_threads0
17245999  1.7607369   92.06%   0.2103659     8.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
16915024  1.7647055   92.27%   1.0096       39.0%  ··  cjxl_0.10.1_d0e8g3num_threads0
16930643  1.7664800   92.36%   0.685211     26.5%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
17698311  1.7664851   92.36%   0.105448      4.1%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
17055549  1.7749388   92.81%   0.601983     23.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
17041345  1.7829835   93.23%   0.593038     22.9%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
17609483  1.7922083   93.71%   0.1819905     7.0%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
17549718  1.8025943   94.25%   0.2280831     8.8%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
17653324  1.8064918   94.46%   0.2824347    10.9%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
17186097  1.8212724   95.23%   1.9759       76.4%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
18044138  1.8433290   96.38%   0.1845184     7.1%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
17460391  1.8476834   96.61%   2.0546       79.4%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
17675229  1.8513526   96.80%   0.576550     22.3%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
17672789  1.8572607   97.11%   2.2622       87.5%  ·R  cjxl_0.10.1_d0e7E4num_threads0
17897047  1.8713477   97.85%   0.486344     18.8%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
17811720  1.8782196   98.21%   0.601604     23.3%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
18070791  1.8891284   98.78%   0.525199     20.3%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
17703698  1.8947434   99.07%   0.590998     22.9%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
18002526  1.8971228   99.19%   0.602404     23.3%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
17852020  1.8982821   99.26%   2.2165       85.7%  ··  cjxl_0.10.1_d0e7g3num_threads0
18164209  1.9125298   94.23%   2.5863       88.2%  MR  cjxl_0.10.1_d0e7num_threads0
18034857  1.9188105   94.54%   2.2369       76.3%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
18118906  1.9218454   94.69%   2.3360       79.7%  ··  cjxl_0.10.1_d0e7g2num_threads0
18457257  1.9516360   96.16%   2.3557       80.3%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
18525601  1.9571045   96.43%   2.5630       87.4%  ··  cjxl_0.10.1_d0e6E4num_threads0
20241371  2.0048181   98.78%   0.194712      6.6%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
18873262  2.0198543   99.52%   2.3954       81.7%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
18910573  2.0230022   99.67%   2.5320       86.3%  ··  cjxl_0.10.1_d0e6g3num_threads0
19171841  2.0296041  100.00%   2.8113       95.9%  ·R  cjxl_0.10.1_d0e5E4num_threads0
19184954  2.0296149   96.18%   2.9326       90.6%  MR  cjxl_0.10.1_d0e6num_threads0
19229820  2.0447079   96.90%   2.5530       78.8%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
19339090  2.0528828   97.29%   2.6834       82.9%  ··  cjxl_0.10.1_d0e6g2num_threads0
20805449  2.1087116   99.93%   0.4618603    14.3%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
19898340  2.1101441   77.74%   3.2383       74.0%  MR  cjxl_0.10.1_d0e5num_threads0
20932032  2.1205375   78.12%   0.5262723    12.0%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
21143881  2.1407501   78.86%   0.3028875     6.9%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
21134541  2.1421103   78.91%   0.2486258     5.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
19956828  2.1521128   79.28%   2.7448       62.8%  ··  cjxl_0.10.1_d0e5g3num_threads0
21457608  2.1590025   79.54%   0.103567      2.4%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
20281647  2.1688108   79.90%   2.9377       67.2%  ··  cjxl_0.10.1_d0e5g2num_threads0
22388412  2.4945518   91.90%   3.7122       84.9%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
22589090  2.5109313   92.50%   3.6932       84.4%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
22752948  2.5431271   93.69%   3.4699       79.3%  ··  cjxl_0.10.1_d0e4E4num_threads0
23718316  2.6627132   98.09%   4.4846      102.5%  ·R  cjxl_0.10.1_d0e4g3num_threads0
23974558  2.6825135   98.82%   4.5296      103.6%  ·R  cjxl_0.10.1_d0e4g2num_threads0
24129169  2.7145200   86.72%   4.3737       25.6%  M·  cjxl_0.10.1_d0e4num_threads0
28100731  3.1264913   99.88%  16.83         98.6%  ·R  cjxl_0.10.1_d0e2g2num_threads0
28133006  3.1273282   99.91%  16.32         95.6%  ··  cjxl_0.10.1_d0e2g3num_threads0
28119549  3.1300939   99.31%  17.08        161.6%  MR  cjxl_0.10.1_d0e2num_threads0
26618474  3.1341861   99.44%  10.19         96.4%  ··  cjxl_0.10.1_d0e3g3num_threads0
26669573  3.1395679   99.61%  10.48         99.2%  ··  cjxl_0.10.1_d0e3g2num_threads0
26786745  3.1517666   94.14%  10.57         12.7%  M·  cjxl_0.10.1_d0e3num_threads0
29400899  3.3479501   ·····   83.2          ····   MR  cjxl_0.10.1_d0e1num_threads0

ui (not 3d edit film glitch lossy), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone    size    speed real  compared to
cjxl_0.10.1_d0e10g3num_threads0  99.14%  166.415%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0   99.67%  197.77%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e4g2num_threads0   98.64%  103.73%     cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e2num_threads0     98.04%  161.0%      cjxl_0.10.1_d0e3num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                    bpp % of denser milestone    |Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s real (mean)    ||  best of
10533210  1.299395  90.55%   0.165833     81.6%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10534146  1.302051  90.74%   0.167117     82.2%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10523201  1.302638  90.78%   0.131287     64.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10543889  1.303157  90.81%   0.169556     83.4%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
10543759  1.303340  90.83%   0.168103     82.7%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
10584421  1.304419  90.90%   0.166386     81.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10591908  1.309102  91.23%   0.131881     64.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
10633507  1.341872  93.51%   0.278102    136.8%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
10647503  1.343322  93.61%   0.281696    138.6%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
10852012  1.345282  93.75%   0.115307     56.7%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
10998928  1.358131  94.64%   0.08107768   39.9%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
11084707  1.369597  95.44%   0.146381     72.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11076640  1.370000  95.47%   0.146170     71.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11077138  1.371607  95.58%   0.145061     71.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11082506  1.372474  95.64%   0.145515     71.6%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11083733  1.372597  95.65%   0.144853     71.2%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11063777  1.374515  95.79%   0.120115     59.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11124601  1.375405  95.85%   0.139493     68.6%  ··  cjxl_0.10.1_d0e10E3num_threads0
11200598  1.403619  97.81%   0.243676    119.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11215778  1.404927  97.91%   0.245983    121.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11489176  1.417924  98.81%   0.120171     59.1%  ··  cjxl_0.10.1_d0e10I100num_threads0
11447235  1.420025  98.96%   0.0988910    48.6%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11455797  1.422688  99.14%   0.338332    166.4%  ·R  cjxl_0.10.1_d0e10g3num_threads0
11554057  1.434176  99.94%   0.0972795    47.8%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
11608053  1.434989  92.92%   0.203307     32.1%  M·  cjxl_0.10.1_d0e10num_threads0
11627151  1.451879  94.01%   0.586085     92.6%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
11918361  1.481656  95.94%   0.532928     84.2%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
12121527  1.498238  97.01%   0.475704     75.2%  ··  cjxl_0.10.1_d0e9E4num_threads0
12002424  1.506984  97.58%   0.549665     86.9%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
12091387  1.519743  98.40%   0.726556    114.8%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
12231523  1.527620  98.91%   1.0107      159.7%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
12256590  1.529968  99.07%   0.685025    108.3%  ··  cjxl_0.10.1_d0e9g3num_threads0
12420422  1.539334  99.67%   1.2514      197.8%  ·R  cjxl_0.10.1_d0e8E4num_threads0
12352141  1.543804  99.96%   1.0703      169.2%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
12495206  1.544394  98.96%   0.632752     48.1%  M·  cjxl_0.10.1_d0e9num_threads0
12463972  1.549307  99.27%   0.662760     50.4%  ··  cjxl_0.10.1_d0e9g2num_threads0
12672360  1.560639  90.11%   1.3144       49.7%  MR  cjxl_0.10.1_d0e8num_threads0
13294175  1.574629  90.92%   0.108721      4.1%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
12879642  1.576413  91.02%   0.2107587     8.0%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
12720713  1.578665  91.15%   1.1154       42.2%  ··  cjxl_0.10.1_d0e8g2num_threads0
12701931  1.589119  91.75%   1.0435       39.4%  ··  cjxl_0.10.1_d0e8g3num_threads0
13223746  1.609989  92.96%   0.180772      6.8%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
12956901  1.614358  93.21%   0.613942     23.2%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
12975720  1.617909  93.42%   0.698902     26.4%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
13203442  1.619447  93.50%   0.2842227    10.7%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13147847  1.619859  93.53%   0.2303007     8.7%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
13089947  1.626548  93.91%   0.616781     23.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
12958025  1.651337  95.35%   2.0080       75.9%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
13591923  1.661057  95.91%   0.1858408     7.0%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
13188983  1.676845  96.82%   2.1015       79.4%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
13304482  1.679559  96.98%   2.3236       87.8%  ·R  cjxl_0.10.1_d0e7E4num_threads0
13675069  1.708554  98.65%   0.589052     22.3%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
13649903  1.714845  99.01%   0.623870     23.6%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
13497472  1.725058  99.60%   2.2524       85.2%  ··  cjxl_0.10.1_d0e7g3num_threads0
13929409  1.727702  99.76%   0.552724     20.9%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
13865007  1.728267  99.79%   0.501370     19.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
13700345  1.731940  93.91%   2.6452       89.0%  MR  cjxl_0.10.1_d0e7num_threads0
13804337  1.732068  93.91%   0.623500     21.0%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
13544215  1.738351  94.25%   0.608061     20.5%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
13723088  1.747675  94.76%   2.3799       80.1%  ··  cjxl_0.10.1_d0e7g2num_threads0
13690075  1.749653  94.87%   2.2642       76.2%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
14009295  1.776121  96.30%   2.6169       88.1%  ··  cjxl_0.10.1_d0e6E4num_threads0
14040893  1.780343  96.53%   2.3934       80.6%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
15358196  1.798697  97.53%   0.195328      6.6%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
14531553  1.844324  95.72%   2.9713       91.2%  MR  cjxl_0.10.1_d0e6num_threads0
14354882  1.845719  95.79%   2.4036       73.8%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
14583152  1.850467  96.04%   2.8460       87.4%  ··  cjxl_0.10.1_d0e5E4num_threads0
14402036  1.850641  96.05%   2.5489       78.3%  ··  cjxl_0.10.1_d0e6g3num_threads0
15255753  1.858305  96.44%   0.4779422    14.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
15369471  1.869954  97.05%   0.5470509    16.8%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
14679460  1.870928  97.10%   2.5809       79.2%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
14753917  1.877821  97.46%   2.7113       83.2%  ··  cjxl_0.10.1_d0e6g2num_threads0
15524915  1.886998  97.93%   0.106412      3.3%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
15637675  1.896899  98.45%   0.3041384     9.3%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
15628920  1.898489  98.53%   0.2430683     7.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
15164219  1.926824  74.84%   3.2571       74.0%  MR  cjxl_0.10.1_d0e5num_threads0
15251477  1.976208  76.76%   2.7411       62.3%  ··  cjxl_0.10.1_d0e5g3num_threads0
15549368  1.992885  77.40%   2.9476       67.0%  ··  cjxl_0.10.1_d0e5g2num_threads0
17617698  2.354359  91.44%   3.7583       85.4%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
17731200  2.364776  91.85%   3.7372       84.9%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
17882114  2.399613  93.20%   3.5254       80.1%  ··  cjxl_0.10.1_d0e4E4num_threads0
18756279  2.525509  98.09%   4.5271      102.9%  ·R  cjxl_0.10.1_d0e4g3num_threads0
18924903  2.539663  98.64%   4.5632      103.7%  ·R  cjxl_0.10.1_d0e4g2num_threads0
19070722  2.574679  86.54%   4.3993       25.9%  M·  cjxl_0.10.1_d0e4num_threads0
22345101  2.969778  99.83%  16.23         95.5%  ·R  cjxl_0.10.1_d0e2g3num_threads0
22337624  2.971118  99.87%  16.66         98.0%  ·R  cjxl_0.10.1_d0e2g2num_threads0
22357785  2.974965  98.04%  16.99        161.0%  MR  cjxl_0.10.1_d0e2num_threads0
21303365  3.019142  99.49%  10.17         96.4%  ··  cjxl_0.10.1_d0e3g3num_threads0
21345789  3.024165  99.66%  10.46         99.1%  ··  cjxl_0.10.1_d0e3g2num_threads0
21434006  3.034571  94.79%  10.55         12.7%  M·  cjxl_0.10.1_d0e3num_threads0
23458532  3.201421   ····   83.1          ····   MR  cjxl_0.10.1_d0e1num_threads0

text, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                                                                speed real
fastest as dense as milestone                                           size    |        compared to
cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0  99.24%  363.02%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4g3num_threads0                                        98.84%  172.04%  cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e4g2num_threads0                                          94.69%  101.3%   cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e2num_threads0                                            81.01%  146%     cjxl_0.10.1_d0e3num_threads0

                                       Mpx/s real % of denser milestone
                                       |       milestone
                    bpp % of denser milestone  |Pareto front for bpp and real time
B        bpp (mean) |       Mpx/s real (mean)  ||  best of
1101365  0.6872127  86.44%   0.40062   118.6%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1107475  0.6888202  86.64%   0.40225   119.1%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1186657  0.7062815  88.84%   0.30060    89.0%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
1256896  0.7067340  88.90%   0.30626    90.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1187575  0.7070362  88.94%   0.29705    88.0%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
1189173  0.7072931  88.97%   0.29636    87.8%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1260275  0.7075364  89.00%   0.30649    90.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1190545  0.7093002  89.22%   0.29821    88.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1223262  0.7141925  89.84%   0.29509    87.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1269084  0.7291325  91.71%   0.242603   71.8%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
1259410  0.7421507  93.35%   0.139354   41.3%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
1271840  0.7511426  94.48%   0.24724    73.2%  ··  cjxl_0.10.1_d0e10E3num_threads0
1305881  0.7663852  96.40%   0.148566   44.0%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
1306365  0.7776325  97.82%   0.156184   46.2%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1292246  0.7789962  97.99%   0.153561   45.5%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1335659  0.7859991  98.87%   0.198472   58.8%  ··  cjxl_0.10.1_d0e10I100num_threads0
1238162  0.7863350  98.91%   0.17438    51.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1330100  0.7889676  99.24%   1.2260    363.0%  ·R  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1349008  0.7950001  90.55%   0.33772    36.1%  M·  cjxl_0.10.1_d0e10num_threads0
1359444  0.8024240  91.39%   0.58826    62.9%  ··  cjxl_0.10.1_d0e10g3num_threads0
1433720  0.8111727  92.39%   0.22436    24.0%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1436280  0.8112203  92.39%   0.22408    24.0%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1436377  0.8112359  92.40%   0.22385    23.9%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1422938  0.8138282  92.69%   0.96889   103.6%  ··  cjxl_0.10.1_d0e9E4g3num_threads0
1356204  0.8155215  92.88%   0.69207    74.0%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
1446846  0.8262702  94.11%   0.22340    23.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1324048  0.8299073  94.52%   1.4124    151.1%  ·R  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1416513  0.8322356  94.79%   0.70055    74.9%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
1456293  0.8331919  94.90%   0.22318    23.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1313679  0.8346492  95.06%   0.16503    17.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1497440  0.8374711  95.38%   0.91828    98.2%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
1454563  0.8434612  96.07%   0.74605    79.8%  ··  cjxl_0.10.1_d0e9E4num_threads0
1534608  0.8678564  98.84%   1.6083    172.0%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
1523221  0.8690952  98.99%   0.88425    94.6%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
1500506  0.8691919  99.00%   0.373105   39.9%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1531896  0.8703696  99.13%   1.1447    122.4%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
1602641  0.8770068  99.89%   0.176156   18.8%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1513128  0.8780056  96.34%   0.93485    50.8%  M·  cjxl_0.10.1_d0e9num_threads0
1543951  0.8798591  96.55%   1.1015     59.8%  ··  cjxl_0.10.1_d0e9g3num_threads0
1520792  0.8819189  96.77%   1.764      95.8%  ·R  cjxl_0.10.1_d0e8E4num_threads0
1580998  0.8846367  97.07%   1.6470     89.4%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
1501135  0.8872497  97.36%   0.75243    40.9%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1480858  0.8911113  97.78%   0.132738    7.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1593038  0.8938214  98.08%   1.0580     57.4%  ··  cjxl_0.10.1_d0e9g2num_threads0
1532788  0.9053801  99.35%   0.67777    36.8%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1578016  0.9113342  87.96%   1.842      53.2%  MR  cjxl_0.10.1_d0e8num_threads0
1653197  0.9162441  88.44%   1.0726     31.0%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
1634924  0.9227958  89.07%   1.6452     47.5%  ··  cjxl_0.10.1_d0e8g3num_threads0
1653142  0.9338922  90.14%   0.531400   15.3%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1666876  0.9342730  90.18%   1.7036     49.2%  ··  cjxl_0.10.1_d0e8g2num_threads0
1709272  0.9450494  91.22%   1.1431     33.0%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
1755173  0.9544724  92.13%   1.0656     30.8%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
1660541  0.9752337  94.13%   0.80320    23.2%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1700843  1.002709   96.78%   3.199      92.4%  ·R  cjxl_0.10.1_d0e7E4num_threads0
1833318  1.013156   97.79%   1.0309     29.8%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
1839838  1.023866   98.82%   0.685973   19.8%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1784899  1.024982   98.93%   0.93464    27.0%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1865245  1.028597   99.28%   1.0382     30.0%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
1767663  1.036054   95.14%   3.464      95.0%  MR  cjxl_0.10.1_d0e7num_threads0
1796353  1.052404   96.64%   3.419      93.8%  ··  cjxl_0.10.1_d0e6E4num_threads0
1833267  1.055200   96.90%   2.882      79.0%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
1850758  1.058253   97.18%   3.006      82.4%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
2062580  1.084927   99.63%   0.84976    23.3%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1865619  1.088995   93.77%   3.647      94.7%  MR  cjxl_0.10.1_d0e6num_threads0
1956739  1.110482   95.62%   3.260      84.6%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
1950268  1.112394   95.78%   3.079      79.9%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
1922356  1.114956   96.00%   0.97672    25.4%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
1952881  1.119021   96.35%   3.094      80.3%  ··  cjxl_0.10.1_d0e7g3num_threads0
1960408  1.119473   96.39%   3.225      83.7%  ··  cjxl_0.10.1_d0e7g2num_threads0
1899545  1.121501   96.57%   3.566      92.6%  ··  cjxl_0.10.1_d0e5E4num_threads0
2013258  1.159062   99.80%   3.193      82.9%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
1979802  1.161354   49.41%   3.852      63.7%  MR  cjxl_0.10.1_d0e5num_threads0
2046128  1.171365   49.83%   3.332      55.1%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
2071986  1.173794   49.94%   3.442      56.9%  ··  cjxl_0.10.1_d0e6g2num_threads0
2073708  1.177365   50.09%   3.313      54.8%  ··  cjxl_0.10.1_d0e6g3num_threads0
1834664  1.205326   51.28%   0.43190     7.1%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
2167750  1.239145   52.72%   3.440      56.9%  ··  cjxl_0.10.1_d0e5g3num_threads0
2191479  1.247327   53.07%   3.594      59.4%  ··  cjxl_0.10.1_d0e5g2num_threads0
3675228  2.028612   86.30%   5.419      89.6%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
3698818  2.036033   86.62%   5.409      89.4%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
3863459  2.125875   90.44%   5.345      88.4%  ··  cjxl_0.10.1_d0e4E4num_threads0
4046240  2.218024   94.36%   6.054     100.1%  ·R  cjxl_0.10.1_d0e4g3num_threads0
4082754  2.225810   94.69%   6.128     101.3%  ·R  cjxl_0.10.1_d0e4g2num_threads0
4305114  2.350543   95.35%   6.049      34.5%  M·  cjxl_0.10.1_d0e4num_threads0
4504925  2.459738   99.78%  16.7        95.1%  ·R  cjxl_0.10.1_d0e2g3num_threads0
4509337  2.462017   99.87%  17.4        98.9%  ·R  cjxl_0.10.1_d0e2g2num_threads0
4515260  2.465277   81.01%  17.5       146%    MR  cjxl_0.10.1_d0e2num_threads0
5244356  3.031183   99.60%  11.86       98.7%  ··  cjxl_0.10.1_d0e3g3num_threads0
5253971  3.036536   99.78%  12.16      101.2%  ··  cjxl_0.10.1_d0e3g2num_threads0
5264943  3.043227   98.11%  12.02       15.6%  M·  cjxl_0.10.1_d0e3num_threads0
5128821  3.101985    ····   77.0        ····   MR  cjxl_0.10.1_d0e1num_threads0

text ui (not 3d edit film glitch lossy reduced_palette), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone    size    speed real  compared to
cjxl_0.10.1_d0e10g3num_threads0  99.33%  165.032%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0   99.65%  198.15%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e4g2num_threads0   97.51%  103.26%     cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e2num_threads0     94.68%  159.0%      cjxl_0.10.1_d0e3num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                    bpp % of denser milestone    |Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s real (mean)    ||  best of
10930282  1.237799  89.99%   0.176529     80.5%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10931512  1.240158  90.16%   0.176382     80.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10941027  1.240918  90.22%   0.179971     82.1%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
10941125  1.241239  90.24%   0.177260     80.9%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
10981329  1.241991  90.30%   0.176892     80.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10924106  1.242394  90.33%   0.133128     60.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10998399  1.250802  90.94%   0.133397     60.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11027208  1.271651  92.45%   0.289174    131.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11041205  1.272868  92.54%   0.292256    133.3%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11258029  1.279210  93.00%   0.134227     61.2%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
11418571  1.295131  94.16%   0.08916838   40.7%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
11548653  1.311434  95.34%   0.153073     69.8%  ··  cjxl_0.10.1_d0e10E3num_threads0
11577930  1.318060  95.83%   0.251734    114.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11593173  1.319167  95.91%   0.253590    115.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11606149  1.327597  96.52%   0.152664     69.6%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11610935  1.328292  96.57%   0.152832     69.7%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11612744  1.328428  96.58%   0.152511     69.6%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11593273  1.330235  96.71%   0.119009     54.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11624221  1.332340  96.86%   0.153546     70.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11616154  1.332679  96.89%   0.153474     70.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11942383  1.359445  98.84%   0.130354     59.5%  ··  cjxl_0.10.1_d0e10I100num_threads0
11993157  1.364775  99.22%   0.103005     47.0%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
11914619  1.366265  99.33%   0.361804    165.0%  ·R  cjxl_0.10.1_d0e10g3num_threads0
12065396  1.375469  92.77%   0.219232     33.1%  M·  cjxl_0.10.1_d0e10num_threads0
12006951  1.381210  93.16%   0.108778     16.4%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
12089995  1.391017  93.82%   0.619655     93.6%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
12389890  1.418591  95.68%   0.581986     87.9%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
12592486  1.432892  96.64%   0.504398     76.2%  ··  cjxl_0.10.1_d0e9E4num_threads0
12501073  1.452527  97.97%   0.573184     86.6%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
12591547  1.463693  98.72%   0.753702    113.8%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
12730690  1.466935  98.94%   1.0637      160.6%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
12760045  1.473723  99.39%   0.722435    109.1%  ··  cjxl_0.10.1_d0e9g3num_threads0
12918017  1.477537  99.65%   1.3121      198.1%  ·R  cjxl_0.10.1_d0e8E4num_threads0
12855653  1.482074  99.96%   1.1353      171.5%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
12990977  1.482700  98.58%   0.662198     48.2%  M·  cjxl_0.10.1_d0e9num_threads0
12968851  1.490952  99.13%   0.709420     51.6%  ··  cjxl_0.10.1_d0e9g2num_threads0
13771630  1.492975  99.26%   0.115873      8.4%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
13188740  1.504049  89.82%   1.3748       50.2%  MR  cjxl_0.10.1_d0e8num_threads0
13384959  1.511589  90.27%   0.3079810    11.3%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
13251822  1.524755  91.06%   1.1805       43.1%  ··  cjxl_0.10.1_d0e8g2num_threads0
13232277  1.532637  91.53%   1.0958       40.0%  ··  cjxl_0.10.1_d0e8g3num_threads0
13732606  1.541062  92.03%   0.303697     11.1%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
13472159  1.548959  92.50%   0.672951     24.6%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
13517020  1.561184  93.23%   0.736410     26.9%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
13758446  1.568271  93.66%   0.3728472    13.6%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13630350  1.568632  93.68%   0.677141     24.7%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
13722511  1.572994  93.94%   0.3027933    11.1%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
14200396  1.608683  96.07%   0.2366998     8.6%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
13604292  1.611523  96.24%   2.0763       75.9%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
13892502  1.620808  96.79%   2.4247       88.6%  ·R  cjxl_0.10.1_d0e7E4num_threads0
13833952  1.632705  97.50%   2.1988       80.4%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
14222043  1.654138  98.78%   0.668176     24.4%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
14259108  1.656786  98.94%   0.626952     22.9%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
14472546  1.669377  99.69%   0.501593     18.3%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
14391216  1.673609  99.95%   0.669923     24.5%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
14310069  1.674489  94.09%   2.7365       90.0%  MR  cjxl_0.10.1_d0e7num_threads0
14583544  1.684952  94.68%   0.577213     19.0%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
14189948  1.691244  95.03%   2.3170       76.2%  ··  cjxl_0.10.1_d0e7g3num_threads0
14165848  1.692292  95.09%   0.636511     20.9%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
14357885  1.701282  95.60%   2.3219       76.4%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
15919649  1.703060  95.70%   0.230515      7.6%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
14410453  1.709522  96.06%   2.4671       81.2%  ··  cjxl_0.10.1_d0e7g2num_threads0
14629125  1.711380  96.17%   2.7081       89.1%  ··  cjxl_0.10.1_d0e6E4num_threads0
14711636  1.727405  97.07%   2.4768       81.5%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
15997049  1.753799  98.55%   0.111914      3.7%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
15880168  1.754459  98.59%   0.7055099    23.2%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
15820523  1.762588  99.04%   0.7116837    23.4%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
15178263  1.779617  95.34%   3.0392       91.7%  MR  cjxl_0.10.1_d0e6num_threads0
15259050  1.790905  95.94%   2.9178       88.0%  ··  cjxl_0.10.1_d0e5E4num_threads0
15057928  1.793716  96.09%   2.4638       74.3%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
15117870  1.803943  96.64%   2.5995       78.4%  ··  cjxl_0.10.1_d0e6g3num_threads0
15397839  1.818688  97.43%   2.6508       80.0%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
16262697  1.824829  97.76%   0.3956240    11.9%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
15469400  1.826929  97.87%   2.7710       83.6%  ··  cjxl_0.10.1_d0e6g2num_threads0
16277953  1.839077  98.52%   0.2972472     9.0%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
15870144  1.866669  69.27%   3.3138       73.9%  MR  cjxl_0.10.1_d0e5num_threads0
16023082  1.926134  71.47%   2.7874       62.1%  ··  cjxl_0.10.1_d0e5g3num_threads0
16328691  1.942676  72.09%   3.0000       66.9%  ··  cjxl_0.10.1_d0e5g2num_threads0
19123135  2.412078  89.50%   3.8340       85.5%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
19239524  2.422041  89.87%   3.8227       85.2%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
19488980  2.474025  91.80%   3.6136       80.5%  ··  cjxl_0.10.1_d0e4E4num_threads0
20474083  2.615781  97.06%   4.5958      102.4%  ·R  cjxl_0.10.1_d0e4g3num_threads0
20642974  2.627917  97.51%   4.6327      103.3%  ·R  cjxl_0.10.1_d0e4g2num_threads0
20945297  2.694948  88.71%   4.4865       26.8%  M·  cjxl_0.10.1_d0e4num_threads0
24221950  3.032402  99.82%  16.00         95.7%  ·R  cjxl_0.10.1_d0e2g3num_threads0
24216118  3.034017  99.87%  16.42         98.2%  ·R  cjxl_0.10.1_d0e2g2num_threads0
24238624  3.037929  94.68%  16.72        159.0%  MR  cjxl_0.10.1_d0e2num_threads0
23580438  3.193435  99.52%  10.15         96.5%  ··  cjxl_0.10.1_d0e3g3num_threads0
23627789  3.199043  99.70%  10.42         99.1%  ··  cjxl_0.10.1_d0e3g2num_threads0
23719744  3.208782  95.56%  10.52         13.0%  M·  cjxl_0.10.1_d0e3num_threads0
25674982  3.357831   ····   81.1          ····   MR  cjxl_0.10.1_d0e1num_threads0

game, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
77  100.00%  1.71  100.00%  104143  0.05  1.00  0.87  all
46   59.74%  1.97   68.84%  139533  0.07  1.00  0.85  3d
 6    7.79%  2.25   10.24%  135930  0.07  1.00  0.80  digital_painting
 4    5.19%  0.97    2.96%   23014  0.03  1.00  0.77  edit
77  100.00%  1.71  100.00%  104143  0.05  1.00  0.87  game
 4    5.19%  2.07    6.30%   93362  0.05  1.01  0.96  glitch
 1    1.30%  2.36    1.80%   59557  0.03  1.00  0.81  panorama
 3    3.90%  1.61    3.67%   22232  0.01  1.00  1.26  pixel_art_scaled
 6    7.79%  0.22    1.00%     694  0.00  1.01  0.93  text
 4    5.19%  0.42    1.27%    1961  0.00  1.06  1.21  ui
 2    2.60%  1.88    2.85%   15981  0.01  1.00  1.02  vector
76   98.70%  1.70   98.20%  104730  0.05  1.00  0.87  visibly_opaque
 1    1.30%  2.36    1.80%   59557  0.03  1.00  0.81  visibly_transparent
72   93.51%  1.75   95.92%  109903  0.06  0.99  0.86  DirectClass_sRGB
 3    3.90%  1.55    3.53%   35272  0.02  1.17  0.90  DirectClass_sRGB_Alpha
 2    2.60%  0.36    0.54%      90  0.00  0.92  1.13  PseudoClass_sRGB
 1    1.30%  2.07    1.57%   19818  0.01  1.00  0.79  source_imagemagick
75   97.40%  1.73   98.23%  106649  0.05  1.00  0.87  source_imagemagick->exiftool
 1    1.30%  0.26    0.20%     532  0.00  1.00  0.46  source_unknown->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e8E4g2num_threads0  99.24%  456.791%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0    98.76%  160.072%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.19%  219.159%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  98.97%  109.00%     cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e6g3num_threads0    98.36%  102.82%     cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g3num_threads0  99.72%  130.92%     cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.89%  103.57%     cjxl_0.10.1_d0e4num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                      bpp % of denser milestone    |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)    ||  best of
 79211726  4.1851057  94.04%   0.1090547    76.4%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 79202888  4.1853532  94.05%   0.1108790    77.6%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 79228560  4.1859199  94.06%   0.1089805    76.3%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 79218125  4.1860874  94.06%   0.1109592    77.7%  ·R  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 79244647  4.1867320  94.08%   0.1124412    78.7%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 79227890  4.1870800  94.08%   0.1118718    78.3%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 79189486  4.1940442  94.24%   0.07382764   51.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 79182914  4.1961096  94.29%   0.07108830   49.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 79559381  4.2059570  94.51%   0.1086683    76.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 79559524  4.2066586  94.52%   0.1106198    77.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 79583333  4.2078171  94.55%   0.1106039    77.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 79603362  4.2081262  94.56%   0.1081883    75.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 79560650  4.2109911  94.62%   0.07297255   51.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 79687314  4.2124215  94.65%   0.08622373   60.4%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 79679581  4.2135669  94.68%   0.08083241   56.6%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 80717202  4.2754330  96.07%   0.06092369   42.7%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 80906602  4.2870473  96.33%   0.406318    284.5%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 81101073  4.2979195  96.57%   0.1035700    72.5%  ··  cjxl_0.10.1_d0e10E3num_threads0
 81538424  4.3226765  97.13%   0.1264182    88.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 81549797  4.3227283  97.13%   0.1225519    85.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 81594993  4.3231979  97.14%   0.376046    263.3%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 81585809  4.3254621  97.19%   0.1264620    88.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 81595792  4.3254638  97.19%   0.1232754    86.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 82986392  4.4049450  98.98%   0.341617    239.2%  ··  cjxl_0.10.1_d0e9E4num_threads0
 83161299  4.4165989  99.24%   0.652305    456.8%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 83530915  4.4238911  99.41%   0.06710397   47.0%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 83649565  4.4279404  99.50%   0.08747946   61.3%  ··  cjxl_0.10.1_d0e10I100num_threads0
 83794111  4.4440636  99.86%   0.644360    451.2%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
 84034479  4.4503453  97.97%   0.1428017    32.8%  M·  cjxl_0.10.1_d0e10num_threads0
 84096051  4.4519532  98.01%   0.2288639    52.6%  ··  cjxl_0.10.1_d0e10g3num_threads0
 84421685  4.4862142  98.76%   0.695975    160.1%  ·R  cjxl_0.10.1_d0e8E4num_threads0
 84694246  4.4892142  98.83%   0.373607     85.9%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 84952749  4.5019679  99.11%   0.481515    110.7%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 84980295  4.5043023  99.16%   0.456375    105.0%  ··  cjxl_0.10.1_d0e9g2num_threads0
 84973713  4.5053413  99.18%   0.480763    110.6%  ··  cjxl_0.10.1_d0e9g3num_threads0
 85621423  4.5424784  98.71%   0.434789     58.7%  M·  cjxl_0.10.1_d0e9num_threads0
 85502810  4.5460980  98.79%   1.54258     208.4%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 85709897  4.5506371  98.89%   0.377556     51.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 85808649  4.5538905  98.96%   0.431544     58.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 85892967  4.5580011  99.05%   0.457811     61.8%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 85889271  4.5592194  99.08%   0.469420     63.4%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 85887161  4.5645388  99.19%   1.62229     219.2%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 86009015  4.5674341  99.26%   0.683713     92.4%  ··  cjxl_0.10.1_d0e8g2num_threads0
 86326515  4.5940552  99.84%   1.49852     202.4%  ··  cjxl_0.10.1_d0e7E4num_threads0
 86619402  4.5958248  99.87%   0.672202     90.8%  ··  cjxl_0.10.1_d0e8g3num_threads0
 86638310  4.6016391  97.25%   0.740232     41.5%  M·  cjxl_0.10.1_d0e8num_threads0
 86984006  4.6103993  97.44%   0.409110     23.0%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 87011986  4.6129892  97.49%   0.417539     23.4%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 87892150  4.6697122  98.69%   0.385468     21.6%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 88034503  4.6828853  98.97%   1.9426      109.0%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 88418688  4.6975811  99.28%   0.372874     20.9%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 88780582  4.7194063  99.74%   1.81631     101.9%  ··  cjxl_0.10.1_d0e7g2num_threads0
 88971419  4.7317347  93.96%   1.78220      80.5%  M·  cjxl_0.10.1_d0e7num_threads0
 89172257  4.7398315  94.12%   1.8661       84.3%  ··  cjxl_0.10.1_d0e7g3num_threads0
 89595703  4.7579477  94.48%   1.9072       86.1%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 89189765  4.7685321  94.69%   0.414171     18.7%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 90243347  4.8041910  95.40%   1.84405      83.3%  ··  cjxl_0.10.1_d0e6E4num_threads0
 90484780  4.8220089  95.75%   2.2675      102.4%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 91154079  4.8513444  96.33%   2.2483      101.5%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 91532412  4.8786894  96.88%   2.2221      100.3%  ··  cjxl_0.10.1_d0e5E4num_threads0
 93178919  4.9533506  98.36%   2.2770      102.8%  ·R  cjxl_0.10.1_d0e6g3num_threads0
 94777669  5.0324725  99.93%   0.07184530    3.2%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 94743845  5.0359336  98.09%   2.2146       80.9%  M·  cjxl_0.10.1_d0e6num_threads0
 95013287  5.0390857  98.15%   2.2659       82.7%  ··  cjxl_0.10.1_d0e6g2num_threads0
 95390794  5.1197009  99.72%   3.5855      130.9%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 96426507  5.1329302  99.97%   2.6547       96.9%  ··  cjxl_0.10.1_d0e5g3num_threads0
 96499374  5.1342450  93.92%   2.7387       62.1%  M·  cjxl_0.10.1_d0e5num_threads0
 96136143  5.1570675  94.34%   3.5472       80.5%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
 97120575  5.1613040  94.42%   2.7473       62.3%  ··  cjxl_0.10.1_d0e5g2num_threads0
 96188558  5.1653812  94.49%   3.3190       75.3%  ··  cjxl_0.10.1_d0e4E4num_threads0
 99813545  5.2234377  95.56%   0.246572      5.6%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 99858816  5.2275525  95.63%   0.259933      5.9%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
100386679  5.2588355  96.20%   0.218857      5.0%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
100502884  5.2626383  96.27%   0.243834      5.5%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
100761071  5.2816561  96.62%   0.367669      8.3%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
101144358  5.4250285  99.24%   4.3850       99.5%  ·R  cjxl_0.10.1_d0e4g3num_threads0
101848100  5.4602426  99.89%   4.5641      103.6%  ·R  cjxl_0.10.1_d0e4g2num_threads0
101841134  5.4663536  94.38%   4.4066       42.3%  M·  cjxl_0.10.1_d0e4num_threads0
105872934  5.7764589  99.73%  10.031        96.4%  ·R  cjxl_0.10.1_d0e3g3num_threads0
105951043  5.7813532  99.82%  10.199        98.0%  ·R  cjxl_0.10.1_d0e3g2num_threads0
106142249  5.7919167  95.59%  10.410        64.6%  MR  cjxl_0.10.1_d0e3num_threads0
112619202  5.9295342  97.86%   0.243689      1.5%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
114586475  5.9769004  98.64%   0.07169616    0.4%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
113262599  6.0569528  99.96%  15.45         95.8%  ·R  cjxl_0.10.1_d0e2g2num_threads0
113379020  6.0583615  99.99%  15.39         95.4%  ··  cjxl_0.10.1_d0e2g3num_threads0
113246493  6.0591733  87.82%  16.12         26.3%  MR  cjxl_0.10.1_d0e2num_threads0
124987829  6.5542513  95.00%   0.276127      0.4%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
126126909  6.5915420  95.54%   0.369632      0.6%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
126200293  6.5982482  95.64%   0.345851      0.6%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
125444091  6.6148194  95.88%   0.1982240     0.3%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
125719149  6.8991940   ····   61.42         ····   MR  cjxl_0.10.1_d0e1num_threads0

game (not edit glitch panorama), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
68  100.00%  1.72  100.00%  110205  0.05  1.00  0.87  all
40   58.82%  2.02   69.00%  155057  0.08  1.00  0.85  3d
 6    8.82%  2.25   11.51%  135930  0.07  1.00  0.80  digital_painting
68  100.00%  1.72  100.00%  110205  0.05  1.00  0.87  game
 3    4.41%  1.61    4.12%   22232  0.01  1.00  1.26  pixel_art_scaled
 6    8.82%  0.22    1.13%     694  0.00  1.01  0.93  text
 4    5.88%  0.42    1.43%    1961  0.00  1.06  1.21  ui
 2    2.94%  1.88    3.20%   15981  0.01  1.00  1.02  vector
68  100.00%  1.72  100.00%  110205  0.05  1.00  0.87  visibly_opaque
65   95.59%  1.79   99.20%  115282  0.06  0.99  0.86  DirectClass_sRGB
 1    1.47%  0.22    0.18%     439  0.00  1.52  1.13  DirectClass_sRGB_Alpha
 2    2.94%  0.36    0.61%      90  0.00  0.92  1.13  PseudoClass_sRGB
 1    1.47%  2.07    1.77%   19818  0.01  1.00  0.79  source_imagemagick
66   97.06%  1.74   98.01%  113237  0.06  1.00  0.88  source_imagemagick->exiftool
 1    1.47%  0.26    0.22%     532  0.00  1.00  0.46  source_unknown->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e8E4g2num_threads0  99.14%  460.016%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0    98.76%  161.147%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.43%  214.854%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.05%  108.94%     cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4g3num_threads0  95.78%  103.19%     cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g3num_threads0  99.65%  132.55%     cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.91%  103.68%     cjxl_0.10.1_d0e4num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                      bpp % of denser milestone    |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)    ||  best of
 73339552  4.3442880  94.21%   0.1147555    77.5%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 73355702  4.3451712  94.23%   0.1147017    77.5%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 73368850  4.3458936  94.25%   0.1187092    80.2%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 73354338  4.3462196  94.26%   0.1166883    78.8%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 73369972  4.3470735  94.27%   0.1167509    78.9%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 73378619  4.3480906  94.30%   0.1180784    79.8%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 73320990  4.3546075  94.44%   0.07490405   50.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 73340533  4.3587497  94.53%   0.07201029   48.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 73691007  4.3683188  94.74%   0.1141754    77.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 73752345  4.3683196  94.74%   0.09116430   61.6%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 73728666  4.3704233  94.78%   0.1140250    77.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 73711897  4.3705754  94.78%   0.1164317    78.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 73775567  4.3715145  94.80%   0.08504648   57.5%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 73735110  4.3718604  94.81%   0.1163896    78.6%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 73685384  4.3736244  94.85%   0.07400348   50.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 74695895  4.4287758  96.05%   0.06317419   42.7%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 74813786  4.4442573  96.38%   0.423955    286.4%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 75047696  4.4519074  96.55%   0.1075040    72.6%  ··  cjxl_0.10.1_d0e10E3num_threads0
 75355765  4.4692303  96.92%   0.1290629    87.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 75366515  4.4704104  96.95%   0.1331856    90.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 75380156  4.4707286  96.96%   0.1297727    87.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 75392296  4.4719655  96.98%   0.1331282    89.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 75426000  4.4774508  97.10%   0.393334    265.7%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 76679129  4.5549968  98.78%   0.351882    237.7%  ··  cjxl_0.10.1_d0e9E4num_threads0
 76859771  4.5715993  99.14%   0.680972    460.0%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 77233508  4.5786464  99.30%   0.06901921   46.6%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 77410329  4.5878123  99.50%   0.09066048   61.2%  ··  cjxl_0.10.1_d0e10I100num_threads0
 77470054  4.6043642  99.85%   0.671474    453.6%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
 77766793  4.6110802  98.14%   0.1480323    33.1%  M·  cjxl_0.10.1_d0e10num_threads0
 77847838  4.6174213  98.28%   0.2386654    53.3%  ··  cjxl_0.10.1_d0e10g3num_threads0
 78017862  4.6403046  98.76%   0.721081    161.1%  ·R  cjxl_0.10.1_d0e8E4num_threads0
 78302510  4.6498024  98.97%   0.387350     86.6%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 78536552  4.6625165  99.24%   0.474793    106.1%  ··  cjxl_0.10.1_d0e9g2num_threads0
 78537619  4.6626223  99.24%   0.500698    111.9%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 78550385  4.6658548  99.31%   0.498437    111.4%  ··  cjxl_0.10.1_d0e9g3num_threads0
 79117432  4.6983984  98.73%   0.447468     58.5%  M·  cjxl_0.10.1_d0e9num_threads0
 79030798  4.7073759  98.92%   1.56420     204.3%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 79322713  4.7141110  99.06%   0.451336     59.0%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 79345861  4.7172818  99.13%   0.391274     51.1%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 79390456  4.7200175  99.19%   0.483769     63.2%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 79417491  4.7203513  99.19%   0.472279     61.7%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 79459998  4.7242848  99.28%   0.712774     93.1%  ··  cjxl_0.10.1_d0e8g2num_threads0
 79434156  4.7316555  99.43%   1.64464     214.9%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 79772589  4.7521375  99.86%   1.52557     199.3%  ··  cjxl_0.10.1_d0e7E4num_threads0
 80041921  4.7565499  99.95%   0.699305     91.4%  ··  cjxl_0.10.1_d0e8g3num_threads0
 80047789  4.7587565  97.25%   0.765467     42.4%  M·  cjxl_0.10.1_d0e8num_threads0
 80300606  4.7658822  97.40%   0.424874     23.6%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 80347688  4.7699006  97.48%   0.435690     24.2%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 81119941  4.8261739  98.63%   0.391682     21.7%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 81322565  4.8467851  99.05%   1.9650      108.9%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 81593652  4.8542794  99.20%   0.378701     21.0%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 82035368  4.8839548  99.81%   1.8367      101.8%  ··  cjxl_0.10.1_d0e7g2num_threads0
 82191063  4.8932294  94.06%   1.8038       80.9%  M·  cjxl_0.10.1_d0e7num_threads0
 82448142  4.9092050  94.36%   1.8837       84.5%  ··  cjxl_0.10.1_d0e7g3num_threads0
 82090442  4.9168305  94.51%   0.429444     19.3%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 82733659  4.9210460  94.59%   1.9298       86.6%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 83275661  4.9591681  95.32%   1.8633       83.6%  ··  cjxl_0.10.1_d0e6E4num_threads0
 83528653  4.9827827  95.78%   2.2994      103.2%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 84095693  5.0091441  96.29%   2.2778      102.2%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 84421642  5.0319794  96.72%   2.2392      100.5%  ··  cjxl_0.10.1_d0e5E4num_threads0
 86154879  5.1286477  98.58%   2.2994      103.2%  ··  cjxl_0.10.1_d0e6g3num_threads0
 87265670  5.1876472  99.72%   0.07320948    3.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 87474508  5.2023839  98.16%   2.2283       80.7%  M·  cjxl_0.10.1_d0e6num_threads0
 87804329  5.2149412  98.40%   2.2834       82.6%  ··  cjxl_0.10.1_d0e6g2num_threads0
 87843367  5.2813580  99.65%   3.6621      132.6%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 89054959  5.2999377  94.18%   2.7628       61.6%  M·  cjxl_0.10.1_d0e5num_threads0
 89079429  5.3054749  94.28%   2.6925       60.0%  ··  cjxl_0.10.1_d0e5g3num_threads0
 88466449  5.3166744  94.48%   3.6169       80.6%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
 88492613  5.3231851  94.59%   3.3875       75.5%  ··  cjxl_0.10.1_d0e4E4num_threads0
 89675174  5.3326890  94.76%   2.7851       62.1%  ··  cjxl_0.10.1_d0e5g2num_threads0
 92137017  5.3897699  95.78%   0.254285      5.7%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 92125989  5.3913017  95.81%   0.264355      5.9%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 92725149  5.4263380  96.43%   0.253567      5.7%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
 92687857  5.4265261  96.43%   0.224877      5.0%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 93077981  5.4548180  96.93%   0.377560      8.4%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 93105078  5.5919177  99.37%   4.4581       99.4%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 93642435  5.6223475  99.91%   4.6504      103.7%  ·R  cjxl_0.10.1_d0e4g2num_threads0
 93621791  5.6273550  94.81%   4.4852       42.8%  M·  cjxl_0.10.1_d0e4num_threads0
 96678112  5.9184075  99.72%  10.102        96.5%  ·R  cjxl_0.10.1_d0e3g3num_threads0
 96757540  5.9238757  99.81%  10.254        97.9%  ·R  cjxl_0.10.1_d0e3g2num_threads0
 96943040  5.9352512  95.21%  10.472        65.2%  MR  cjxl_0.10.1_d0e3num_threads0
103456575  6.0888192  97.68%   0.240710      1.5%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
106498684  6.2209372  99.80%   0.07274621    0.5%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
104203046  6.2289990  99.93%  15.36         95.7%  ·R  cjxl_0.10.1_d0e2g3num_threads0
104131228  6.2295673  99.93%  15.38         95.8%  ·R  cjxl_0.10.1_d0e2g2num_threads0
104149747  6.2336581  87.74%  16.05         26.3%  MR  cjxl_0.10.1_d0e2num_threads0
115564294  6.7770309  95.39%   0.288549      0.5%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
116521986  6.8119452  95.88%   0.378180      0.6%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
116536857  6.8159551  95.93%   0.352980      0.6%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
116055916  6.8493631  96.40%   0.2003192     0.3%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
115536348  7.1048660   ····   61.11         ····   MR  cjxl_0.10.1_d0e1num_threads0

game (not 3d edit glitch panorama), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
28  100.00%  1.30  100.00%   46132  0.02  1.00  0.89  all
 6   21.43%  2.25   37.11%  135930  0.07  1.00  0.80  digital_painting
28  100.00%  1.30  100.00%   46132  0.02  1.00  0.89  game
 3   10.71%  1.61   13.30%   22232  0.01  1.00  1.26  pixel_art_scaled
 6   21.43%  0.22    3.64%     694  0.00  1.01  0.93  text
 4   14.29%  0.42    4.60%    1961  0.00  1.06  1.21  ui
 2    7.14%  1.88   10.33%   15981  0.01  1.00  1.02  vector
28  100.00%  1.30  100.00%   46132  0.02  1.00  0.89  visibly_opaque
25   89.29%  1.42   97.43%   51643  0.03  0.98  0.87  DirectClass_sRGB
 1    3.57%  0.22    0.59%     439  0.00  1.52  1.13  DirectClass_sRGB_Alpha
 2    7.14%  0.36    1.97%      90  0.00  0.92  1.13  PseudoClass_sRGB
27   96.43%  1.34   99.28%   47821  0.02  1.00  0.91  source_imagemagick->exiftool
 1    3.57%  0.26    0.72%     532  0.00  1.00  0.46  source_unknown->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  96.45%  324.013%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8g3num_threads0    98.35%  176.15%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.49%  101.2%      cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e2num_threads0      96.80%  145.0%      cjxl_0.10.1_d0e3num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                     bpp % of denser milestone   |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)   ||  best of
11197894  1.7659907  90.48%   0.212978    91.8%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
11201862  1.7663834  90.50%   0.222177    95.8%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
11201675  1.7663991  90.51%   0.212939    91.8%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
11202182  1.7692341  90.65%   0.217544    93.8%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11205447  1.7695715  90.67%   0.217782    93.9%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11202183  1.7704165  90.71%   0.220444    95.0%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11350527  1.7970137  92.07%   0.211710    91.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
11368238  1.7993415  92.19%   0.211488    91.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
11239444  1.7993459  92.19%   0.116396    50.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
11359984  1.8009212  92.27%   0.216981    93.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11363249  1.8012585  92.29%   0.217073    93.6%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11247146  1.8077744  92.63%   0.109219    47.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11388490  1.8158781  93.04%   0.114610    49.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11566250  1.8170897  93.10%   0.161855    69.8%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
11567115  1.8217710  93.34%   0.146864    63.3%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11613530  1.8461210  94.59%   0.240324   103.6%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11611457  1.8472224  94.65%   0.250280   107.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11625229  1.8480109  94.69%   0.242158   104.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11624546  1.8492502  94.75%   0.250254   107.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11830621  1.8668130  95.65%   0.0970204   41.8%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
11765401  1.8823449  96.45%   0.751825   324.0%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
11921382  1.8863401  96.65%   0.168942    72.8%  ··  cjxl_0.10.1_d0e10E3num_threads0
12047566  1.9194634  98.35%   0.433261   186.7%  ··  cjxl_0.10.1_d0e10g3num_threads0
12244807  1.9331752  99.05%   0.137866    59.4%  ··  cjxl_0.10.1_d0e10I100num_threads0
12238885  1.9428296  99.55%   0.677981   292.2%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
12330892  1.9517051  94.30%   0.232035    32.9%  M·  cjxl_0.10.1_d0e10num_threads0
12556152  1.9635450  94.87%   0.106491    15.1%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
12282240  1.9666212  95.02%   0.901122   127.8%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
12306948  1.9711456  95.24%   0.683963    97.0%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
12393219  1.9862822  95.97%   1.2054     171.0%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
12397386  1.9879053  96.05%   0.867325   123.0%  ··  cjxl_0.10.1_d0e9g3num_threads0
12292594  1.9890276  96.10%   0.855553   121.4%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
12344443  1.9932629  96.30%   0.831420   117.9%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
12657028  2.0119310  97.21%   0.556838    79.0%  ··  cjxl_0.10.1_d0e9E4num_threads0
12618197  2.0226023  97.72%   1.2108     171.8%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
12615768  2.0287246  98.02%   0.789504   112.0%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
12742777  2.0287246  98.02%   0.805215   114.2%  ··  cjxl_0.10.1_d0e9g2num_threads0
12616450  2.0333126  98.24%   0.640708    90.9%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
12660668  2.0354983  98.35%   1.2417     176.1%  ·R  cjxl_0.10.1_d0e8g3num_threads0
13012837  2.0697457  97.49%   0.704919    53.8%  M·  cjxl_0.10.1_d0e9num_threads0
13008796  2.0810415  98.02%   1.2497      95.3%  ·R  cjxl_0.10.1_d0e8E4num_threads0
12999655  2.0853341  98.22%   1.2537      95.6%  ·R  cjxl_0.10.1_d0e8g2num_threads0
13281806  2.1108686  99.43%   0.720746    55.0%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
13338565  2.1219561  99.95%   0.748838    57.1%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
13268864  2.1230367  92.22%   1.3108      47.2%  MR  cjxl_0.10.1_d0e8num_threads0
13290346  2.1443850  93.15%   0.639076    23.0%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
13392027  2.1597447  93.82%   0.608405    21.9%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
14730565  2.1702823  94.28%   0.381165    13.7%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
14712233  2.1729959  94.39%   0.403849    14.5%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
14792548  2.1993410  95.54%   0.522425    18.8%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
15005564  2.2150639  96.22%   0.371296    13.4%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
14992878  2.2189027  96.39%   0.305085    11.0%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
13904287  2.2280758  96.79%   2.4460      88.1%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
13880470  2.2283369  96.80%   2.4654      88.8%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
14309742  2.2385366  97.24%   0.109670     3.9%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
14001195  2.2461502  97.57%   2.4432      88.0%  ··  cjxl_0.10.1_d0e7E4num_threads0
13794198  2.2931415  99.61%   0.751552    27.1%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
14352468  2.3020625  93.46%   2.7776      88.8%  MR  cjxl_0.10.1_d0e7num_threads0
14408136  2.3095883  93.77%   2.7318      87.4%  ··  cjxl_0.10.1_d0e7g2num_threads0
14430859  2.3171352  94.07%   2.6959      86.2%  ··  cjxl_0.10.1_d0e7g3num_threads0
14454472  2.3232580  94.32%   2.7324      87.4%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
14869061  2.3653830  96.03%   2.7937      89.4%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
14858044  2.3770057  96.51%   2.8070      89.8%  ·R  cjxl_0.10.1_d0e6E4num_threads0
15210367  2.4413813  99.12%   3.0297      96.9%  ·R  cjxl_0.10.1_d0e6g3num_threads0
15164344  2.4431925  99.19%   3.0032      96.1%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
15262140  2.4500918  99.47%   3.1263     100.0%  ·R  cjxl_0.10.1_d0e5E4num_threads0
15358741  2.4557975  99.70%   3.0065      96.2%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
15428279  2.4630781  96.53%   3.1264      88.8%  MR  cjxl_0.10.1_d0e6num_threads0
15660110  2.4839058  97.35%   3.0560      86.8%  ··  cjxl_0.10.1_d0e6g2num_threads0
15942858  2.5515990  85.82%   3.5192      62.8%  MR  cjxl_0.10.1_d0e5num_threads0
17478522  2.5803573  86.78%   0.279958     5.0%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
17886426  2.5844685  86.92%   0.111247     2.0%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
16140805  2.5906944  87.13%   3.3051      59.0%  ··  cjxl_0.10.1_d0e5g3num_threads0
16326035  2.6000878  87.45%   3.4085      60.8%  ··  cjxl_0.10.1_d0e5g2num_threads0
17998836  2.6307913  88.48%   0.666583    11.9%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
18025150  2.6421057  88.86%   0.608955    10.9%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
17996068  2.6753480  89.98%   0.508816     9.1%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
16506641  2.7566861  92.71%   4.9116      87.6%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
16754680  2.7904986  93.85%   4.9419      88.2%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
16793391  2.8074477  94.42%   4.7615      84.9%  ··  cjxl_0.10.1_d0e4E4num_threads0
18292504  2.8242828  94.99%   0.295849     5.3%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
17538579  2.9220748  98.28%   5.601       99.9%  ·R  cjxl_0.10.1_d0e4g3num_threads0
17800722  2.9581301  99.49%   5.674      101.2%  ·R  cjxl_0.10.1_d0e4g2num_threads0
17802239  2.9733006  88.76%   5.605       33.6%  M·  cjxl_0.10.1_d0e4num_threads0
20532790  3.3470745  99.92%  16.38        98.1%  ·R  cjxl_0.10.1_d0e2g2num_threads0
20628601  3.3490947  99.98%  16.06        96.2%  ··  cjxl_0.10.1_d0e2g3num_threads0
20501072  3.3499139  96.80%  16.69       145.0%  MR  cjxl_0.10.1_d0e2num_threads0
19211682  3.4439947  99.52%  11.04        95.9%  ··  cjxl_0.10.1_d0e3g3num_threads0
19233048  3.4490780  99.67%  11.30        98.2%  ··  cjxl_0.10.1_d0e3g2num_threads0
19304362  3.4606422  78.19%  11.51        15.4%  M·  cjxl_0.10.1_d0e3num_threads0
24540246  4.4259981   ····   74.6         ····   MR  cjxl_0.10.1_d0e1num_threads0

texture, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                          speed real
fastest as dense as milestone     size    |        compared to
cjxl_0.10.1_d0e9E4num_threads0    99.80%  228.69%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4num_threads0    99.71%  253.80%  cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e5E4num_threads0    99.53%  102.94%  cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  99.75%  119.5%   cjxl_0.10.1_d0e5num_threads0

                                        Mpx/s real % of denser milestone
                                        |       milestone
                    bpp % of denser milestone   |Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s real (mean)   ||  best of
14109216  6.254092  95.04%   0.0615651   44.2%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14109562  6.254522  95.05%   0.0608024   43.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
14109702  6.254584  95.05%   0.0602675   43.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14362687  6.401493  97.28%   0.0795154   57.1%  ·R  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14362687  6.401493  97.28%   0.0795118   57.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14362827  6.401556  97.28%   0.0769176   55.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14362827  6.401556  97.28%   0.0768982   55.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14363212  6.401919  97.29%   0.0795396   57.1%  ·R  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14363212  6.401919  97.29%   0.0794272   57.0%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14363352  6.401982  97.29%   0.0769433   55.2%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
14363352  6.401982  97.29%   0.0769618   55.2%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14363525  6.402244  97.30%   0.0778970   55.9%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
14363560  6.402260  97.30%   0.0805311   57.8%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14375234  6.403268  97.31%   0.0668596   48.0%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
14375374  6.403330  97.31%   0.0661316   47.5%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
14468221  6.441735  97.90%   0.0694395   49.8%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
14523096  6.469880  98.32%   0.104201    74.8%  ·R  cjxl_0.10.1_d0e10E3num_threads0
14659236  6.539276  99.38%   0.29076    208.6%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
14670881  6.540583  99.40%   0.28159    202.1%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
14717856  6.553347  99.59%   0.0975493   70.0%  ··  cjxl_0.10.1_d0e10I100num_threads0
14734474  6.566817  99.80%   0.31869    228.7%  ·R  cjxl_0.10.1_d0e9E4num_threads0
14770402  6.580216  98.76%   0.139354    36.3%  M·  cjxl_0.10.1_d0e10num_threads0
14826335  6.587396  98.87%   0.0738765   19.3%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
14796524  6.600293  99.06%   0.27111     70.7%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
14900041  6.647293  99.77%   0.33953     88.5%  ·R  cjxl_0.10.1_d0e9g3num_threads0
14910022  6.648413  99.78%   0.33298     86.8%  ··  cjxl_0.10.1_d0e9g2num_threads0
14913005  6.649949  99.81%   0.137540    35.9%  ··  cjxl_0.10.1_d0e10g3num_threads0
14940952  6.656909  99.91%   0.34851     90.8%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
14948687  6.662763  96.78%   0.38361     67.9%  MR  cjxl_0.10.1_d0e9num_threads0
15065895  6.719120  97.60%   0.35679     63.2%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
15065949  6.719144  97.60%   0.37866     67.0%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
15078624  6.720548  97.62%   0.34447     61.0%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
15078678  6.720573  97.62%   0.35785     63.4%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
15110624  6.724662  97.68%   0.36015     63.8%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
15110663  6.724680  97.68%   0.34707     61.4%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
15100469  6.731052  97.77%   0.42584     75.4%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
15107888  6.731884  97.78%   0.42502     75.2%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
15228975  6.781233  98.50%   0.52890     93.6%  ·R  cjxl_0.10.1_d0e8E4num_threads0
15223393  6.783199  98.53%   0.35211     62.3%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
15285942  6.809005  98.90%   1.3317     235.7%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
15296658  6.810208  98.92%   1.3338     236.1%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
15318473  6.820106  99.07%   0.35063     62.1%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
15369958  6.847220  99.46%   0.45157     79.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
15377225  6.848036  99.47%   0.45082     79.8%  ··  cjxl_0.10.1_d0e8g2num_threads0
15422036  6.864453  99.71%   1.4336     253.8%  ·R  cjxl_0.10.1_d0e7E4num_threads0
15466807  6.884440  98.86%   0.56487     33.6%  M·  cjxl_0.10.1_d0e8num_threads0
15473894  6.904407  99.15%   0.32493     19.4%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
15543257  6.921325  99.39%   1.5626      93.1%  ·R  cjxl_0.10.1_d0e7g3num_threads0
15553181  6.922439  99.41%   1.5649      93.2%  ·R  cjxl_0.10.1_d0e7g2num_threads0
15651699  6.963782  95.40%   1.6790      79.7%  MR  cjxl_0.10.1_d0e7num_threads0
15901549  7.009807  96.04%   0.0768115    3.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
15901549  7.009807  96.04%   0.0764651    3.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
15902421  7.010199  96.04%   0.0741271    3.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
15902421  7.010199  96.04%   0.0738931    3.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
16017573  7.101904  97.30%   1.6790      79.7%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
16025934  7.102843  97.31%   1.6781      79.7%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
16146936  7.156704  98.05%   1.7543      83.3%  ·R  cjxl_0.10.1_d0e6E4num_threads0
16243512  7.166337  98.18%   0.0729247    3.5%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
16281802  7.225109  98.98%   2.1183     100.6%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
16288537  7.225864  99.00%   2.1252     100.9%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
16393762  7.258617  99.44%   2.0210      96.0%  ··  cjxl_0.10.1_d0e6g3num_threads0
16399709  7.259284  99.45%   2.0209      96.0%  ··  cjxl_0.10.1_d0e6g2num_threads0
16383668  7.265036  99.53%   2.1679     102.9%  ·R  cjxl_0.10.1_d0e5E4num_threads0
16495912  7.299216  98.18%   2.1061      80.8%  M·  cjxl_0.10.1_d0e6num_threads0
16720885  7.407024  99.63%   2.576       98.9%  ·R  cjxl_0.10.1_d0e5g3num_threads0
16724535  7.407434  99.64%   2.572       98.7%  ··  cjxl_0.10.1_d0e5g2num_threads0
16708747  7.415205  99.74%   3.099      118.9%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
16713116  7.415695  99.75%   3.115      119.5%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
16792406  7.434566  97.67%   2.606       63.7%  M·  cjxl_0.10.1_d0e5num_threads0
16777899  7.443271  97.79%   3.197       78.2%  ·R  cjxl_0.10.1_d0e4E4num_threads0
17130287  7.591578  99.74%   3.993       97.6%  ·R  cjxl_0.10.1_d0e4g3num_threads0
17134076  7.592003  99.74%   4.002       97.8%  ·R  cjxl_0.10.1_d0e4g2num_threads0
17174948  7.611677  97.29%   4.090       45.7%  MR  cjxl_0.10.1_d0e4num_threads0
17629721  7.811860  99.85%   8.872       99.2%  ·R  cjxl_0.10.1_d0e3g3num_threads0
17632989  7.812227  99.86%   8.874       99.2%  ·R  cjxl_0.10.1_d0e3g2num_threads0
17659351  7.823346  93.63%   8.948       69.0%  MR  cjxl_0.10.1_d0e3num_threads0
18918608  8.349899  99.94%  12.90        99.5%  ·R  cjxl_0.10.1_d0e2g3num_threads0
18919991  8.350054  99.94%  12.84        99.0%  ··  cjxl_0.10.1_d0e2g2num_threads0
18932196  8.355242  91.94%  12.97        31.5%  MR  cjxl_0.10.1_d0e2num_threads0
18713890  8.397958  92.41%   0.289631     0.7%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
18714020  8.398016  92.41%   0.276838     0.7%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
18728555  8.399603  92.43%   0.270670     0.7%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
18728685  8.399661  92.43%   0.264690     0.6%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
19052336  8.552732  94.11%   0.44037      1.1%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
20431652  9.074609  99.85%   0.34460      0.8%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
20527444  9.088007   ····   41.2         ····   MR  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

texture (not normal), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                          speed real
fastest as dense as milestone     size    |        compared to
cjxl_0.10.1_d0e9E4num_threads0    99.32%  223.51%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4num_threads0    99.28%  239.6%   cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.46%  100.3%   cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4num_threads0    99.72%  105.1%   cjxl_0.10.1_d0e6num_threads0

                                        Mpx/s real % of denser milestone
                                        |        milestone
                    bpp % of denser milestone    |Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s real (mean)    ||  best of
 7087733  6.210746  94.85%   0.0633481   44.1%   ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 7088904  6.211858  94.86%   0.0611571   42.6%   ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 7088904  6.211858  94.86%   0.0605491   42.2%   ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 7240064  6.379504  97.42%   0.0923437   64.4%   ·R  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 7240064  6.379504  97.42%   0.0922855   64.3%   ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 7240064  6.379504  97.42%   0.0875736   61.0%   ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 7240064  6.379504  97.42%   0.0874649   61.0%   ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 7241274  6.380482  97.44%   0.0921701   64.2%   ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 7241274  6.380482  97.44%   0.0920067   64.1%   ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 7241274  6.380482  97.44%   0.0874426   60.9%   ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 7241274  6.380482  97.44%   0.0873931   60.9%   ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 7241310  6.380565  97.44%   0.0929939   64.8%   ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 7241310  6.380565  97.44%   0.0881446   61.4%   ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
 7245114  6.381343  97.45%   0.0728159   50.7%   ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 7245114  6.381343  97.45%   0.0715548   49.9%   ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 7269528  6.399740  97.73%   0.0729065   50.8%   ··  cjxl_0.10.1_d0e10E3I100num_threads0
 7298922  6.429085  98.18%   0.108903    75.9%   ·R  cjxl_0.10.1_d0e10E3num_threads0
 7353135  6.483786  99.02%   0.30595    213.2%   ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 7356603  6.484564  99.03%   0.29445    205.2%   ··  cjxl_0.10.1_d0e9E4g2num_threads0
 7380315  6.503656  99.32%   0.32073    223.5%   ·R  cjxl_0.10.1_d0e9E4num_threads0
 7406602  6.520393  99.57%   0.101570    70.8%   ··  cjxl_0.10.1_d0e10I100num_threads0
 7428199  6.534412  99.79%   0.0754397   52.6%   ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 7435042  6.548229  99.11%   0.14350     37.4%   M·  cjxl_0.10.1_d0e10num_threads0
 7434518  6.555630  99.22%   0.28325     73.9%   ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 7485401  6.590859  99.76%   0.36770     95.9%   ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
 7479828  6.595795  99.83%   0.35302     92.1%   ··  cjxl_0.10.1_d0e9g3num_threads0
 7483225  6.596558  99.84%   0.34556     90.1%   ··  cjxl_0.10.1_d0e9g2num_threads0
 7499032  6.606921  97.81%   0.38349     67.1%   MR  cjxl_0.10.1_d0e9num_threads0
 7509106  6.617702  97.97%   0.148764    26.0%   ··  cjxl_0.10.1_d0e10g3num_threads0
 7529009  6.621586  98.03%   0.39055     68.4%   ·R  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 7529009  6.621586  98.03%   0.36798     64.4%   ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 7514882  6.622790  98.05%   0.43709     76.5%   ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 7516739  6.623207  98.05%   0.43726     76.5%   ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 7530545  6.634986  98.23%   0.42048     73.6%   ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 7530545  6.634986  98.23%   0.38261     67.0%   ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 7536708  6.636368  98.25%   0.39207     68.6%   ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 7536708  6.636368  98.25%   0.36896     64.6%   ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 7561375  6.654167  98.51%   0.53788     94.1%   ·R  cjxl_0.10.1_d0e8E4num_threads0
 7563891  6.662404  98.63%   1.255      219.7%   ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 7570743  6.663942  98.66%   1.255      219.7%   ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 7588129  6.679927  98.89%   0.37102     64.9%   ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 7621500  6.705855  99.28%   1.369      239.6%   ·R  cjxl_0.10.1_d0e7E4num_threads0
 7626544  6.708670  99.32%   0.36992     64.8%   ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 7648347  6.735044  99.71%   0.46199     80.9%   ··  cjxl_0.10.1_d0e8g3num_threads0
 7651204  6.735685  99.72%   0.46182     80.8%   ··  cjxl_0.10.1_d0e8g2num_threads0
 7677817  6.754632  99.40%   0.57130     34.8%   M·  cjxl_0.10.1_d0e8num_threads0
 7668117  6.759083  99.46%   1.644      100.3%   ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 7671082  6.759748  99.47%   1.639       99.98%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 7685470  6.766831  99.58%   1.501       91.5%   ··  cjxl_0.10.1_d0e7g3num_threads0
 7691213  6.768119  99.60%   1.504       91.7%   ··  cjxl_0.10.1_d0e7g2num_threads0
 7725777  6.795542  98.06%   1.640       78.3%   M·  cjxl_0.10.1_d0e7num_threads0
 7715860  6.797983  98.10%   1.718       82.1%   ·R  cjxl_0.10.1_d0e6E4num_threads0
 7739865  6.829118  98.54%   0.33731     16.1%   ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 7804590  6.886382  99.37%   2.155      103.0%   ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 7806218  6.886747  99.38%   2.160      103.2%   ·R  cjxl_0.10.1_d0e5E4g2num_threads0
 7833787  6.904484  99.63%   2.003       95.7%   ··  cjxl_0.10.1_d0e6g3num_threads0
 7836662  6.905130  99.64%   2.005       95.8%   ··  cjxl_0.10.1_d0e6g2num_threads0
 7837786  6.910453  99.72%   2.201      105.1%   ·R  cjxl_0.10.1_d0e5E4num_threads0
 7867752  6.929996  98.08%   2.093       79.8%   M·  cjxl_0.10.1_d0e6num_threads0
 8000177  7.052010  99.81%   2.595       99.0%   ·R  cjxl_0.10.1_d0e5g3num_threads0
 8001432  7.052291  99.81%   2.589       98.7%   ··  cjxl_0.10.1_d0e5g2num_threads0
 8020771  7.065552  97.11%   2.622       64.3%   MR  cjxl_0.10.1_d0e5num_threads0
 8015009  7.074602  97.24%   3.137       76.9%   ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 8016830  7.075010  97.24%   3.179       78.0%   ·R  cjxl_0.10.1_d0e4E4g2num_threads0
 8047958  7.103351  97.63%   3.248       79.7%   ·R  cjxl_0.10.1_d0e4E4num_threads0
 8196510  7.237878  99.48%   0.0868623    2.1%   ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 8196510  7.237878  99.48%   0.0867004    2.1%   ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 8196510  7.237878  99.48%   0.0821141    2.0%   ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 8196510  7.237878  99.48%   0.0819362    2.0%   ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 8220708  7.251796  99.67%   3.930       96.4%   ·R  cjxl_0.10.1_d0e4g3num_threads0
 8222415  7.252179  99.68%   3.960       97.1%   ·R  cjxl_0.10.1_d0e4g2num_threads0
 8246188  7.275546  97.43%   4.077       45.6%   MR  cjxl_0.10.1_d0e4num_threads0
 8336056  7.321948  98.05%   0.0757584    0.8%   ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 8451914  7.457678  99.87%   8.838       98.8%   ·R  cjxl_0.10.1_d0e3g3num_threads0
 8453308  7.457991  99.87%   8.809       98.5%   ··  cjxl_0.10.1_d0e3g2num_threads0
 8464601  7.467454  95.99%   8.947       68.5%   MR  cjxl_0.10.1_d0e3num_threads0
 8864495  7.775038  99.94%  12.9         98.8%   ·R  cjxl_0.10.1_d0e2g3num_threads0
 8864923  7.775134  99.94%  12.8         97.8%   ··  cjxl_0.10.1_d0e2g2num_threads0
 8870297  7.779652  91.06%  13.1         30.9%   MR  cjxl_0.10.1_d0e2num_threads0
 8899022  7.862813  92.03%   0.33468      0.8%   ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 8899022  7.862813  92.03%   0.31228      0.7%   ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 8904842  7.864119  92.05%   0.30526      0.7%   ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 8904842  7.864119  92.05%   0.29483      0.7%   ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
 9133209  8.078173  94.55%   0.50663      1.2%   ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 9690361  8.543465   ····   42.2         ·····   MR  cjxl_0.10.1_d0e1num_threads0
 9950362  8.761323   ····    0.38769     ·····   ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
10025928  8.793500   ····    0.0735043   ·····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
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

normal, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                          speed real
fastest as dense as milestone     size    |        compared to
cjxl_0.10.1_d0e9E4g3num_threads0  99.74%  203.80%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4g2num_threads0  99.18%  252.9%   cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e5E4num_threads0    99.36%  100.8%   cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4num_threads0    99.74%  121.5%   cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e2g2num_threads0    99.93%  100%     cjxl_0.10.1_d0e2num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                     bpp % of denser milestone   |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)   ||  best of
 7020658   6.297185  95.24%   0.0604477   44.7%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 7020798   6.297311  95.24%   0.0599859   44.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 7021483   6.297438  95.24%   0.0597820   44.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 7121938   6.423356  97.14%   0.0669091   49.5%  ·R  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 7121938   6.423356  97.14%   0.0668477   49.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 7122078   6.423481  97.15%   0.0664936   49.2%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 7122078   6.423481  97.15%   0.0664809   49.2%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 7122623   6.423483  97.15%   0.0667381   49.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 7122623   6.423483  97.15%   0.0666872   49.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 7122763   6.423608  97.15%   0.0663316   49.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 7122763   6.423608  97.15%   0.0662617   49.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 7122215   6.423923  97.15%   0.0676493   50.0%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 7122250   6.423955  97.15%   0.0680684   50.3%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 7130120   6.425192  97.17%   0.0609033   45.0%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 7130260   6.425317  97.17%   0.0607084   44.9%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 7198693   6.483730  98.06%   0.0659726   48.8%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 7224174   6.510674  98.46%   0.0994995   73.6%  ·R  cjxl_0.10.1_d0e10E3num_threads0
 7311254   6.586302  99.61%   0.0935282   69.2%  ··  cjxl_0.10.1_d0e10I100num_threads0
 7306101   6.594766  99.74%   0.27556    203.8%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 7314278   6.596601  99.76%   0.26872    198.7%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 7335360   6.612202  98.42%   0.13521     35.2%  M·  cjxl_0.10.1_d0e10num_threads0
 7354159   6.629978  98.68%   0.31665     82.5%  ·R  cjxl_0.10.1_d0e9E4num_threads0
 7398136   6.640381  98.84%   0.0723132   18.8%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 7362006   6.644955  98.90%   0.25896     67.5%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 7403899   6.682196  99.46%   0.126317    32.9%  ··  cjxl_0.10.1_d0e10g3num_threads0
 7420213   6.698791  99.71%   0.32604     85.0%  ·R  cjxl_0.10.1_d0e9g3num_threads0
 7426797   6.700268  99.73%   0.32039     83.5%  ··  cjxl_0.10.1_d0e9g2num_threads0
 7449655   6.718605  95.79%   0.38373     68.7%  MR  cjxl_0.10.1_d0e9num_threads0
 7455551   6.722960  95.85%   0.32932     59.0%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 7705039   6.781736  96.69%   0.0667606   12.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 7705039   6.781736  96.69%   0.0662299   11.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 7705911   6.782519  96.70%   0.0661400   11.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 7705911   6.782519  96.70%   0.0658499   11.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 7535350   6.803255  96.99%   0.33097     59.3%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 7535404   6.803303  96.99%   0.33684     60.3%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 7541916   6.804728  97.01%   0.31998     57.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 7541970   6.804777  97.01%   0.32364     58.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 7581615   6.827739  97.34%   0.32976     59.0%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 7581654   6.827774  97.34%   0.32616     58.4%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 7585587   6.839313  97.51%   0.41459     74.2%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 7591149   6.840561  97.52%   0.41278     73.9%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
 7635264   6.886471  98.18%   0.33320     59.7%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 7667600   6.908300  98.49%   0.51992     93.1%  ·R  cjxl_0.10.1_d0e8E4num_threads0
 7691929   6.931543  98.82%   0.33133     59.3%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 7722051   6.955607  99.16%   1.408      252.2%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 7725915   6.956474  99.18%   1.412      252.9%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 7721611   6.959396  99.22%   0.44116     79.0%  ··  cjxl_0.10.1_d0e8g3num_threads0
 7726021   6.960386  99.23%   0.43982     78.8%  ··  cjxl_0.10.1_d0e8g2num_threads0
 7734029   6.979696  99.51%   0.31255     56.0%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 7907456   7.010725  99.95%   0.0700910   12.6%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 7788990   7.014248  98.35%   0.55844     32.5%  M·  cjxl_0.10.1_d0e8num_threads0
 7800536   7.023050  98.47%   1.498       87.2%  ·R  cjxl_0.10.1_d0e7E4num_threads0
 7857787   7.075820  99.21%   1.625       94.6%  ·R  cjxl_0.10.1_d0e7g3num_threads0
 7861968   7.076758  99.23%   1.626       94.6%  ·R  cjxl_0.10.1_d0e7g2num_threads0
 7925922   7.132023  93.00%   1.718       81.1%  MR  cjxl_0.10.1_d0e7num_threads0
 8349456   7.444726  97.08%   1.714       80.9%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
 8354852   7.445937  97.10%   1.717       81.0%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 8431076   7.515425  98.00%   1.790       84.5%  ·R  cjxl_0.10.1_d0e6E4num_threads0
 8477212   7.563836  98.64%   2.081       98.2%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 8482319   7.564982  98.65%   2.090       98.7%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
 8559975   7.612749  99.27%   2.039       96.2%  ··  cjxl_0.10.1_d0e6g3num_threads0
 8563047   7.613438  99.28%   2.037       96.1%  ··  cjxl_0.10.1_d0e6g2num_threads0
 8545882   7.619619  99.36%   2.135      100.8%  ·R  cjxl_0.10.1_d0e5E4num_threads0
 8628160   7.668436  98.27%   2.119       81.8%  M·  cjxl_0.10.1_d0e6num_threads0
 8693738   7.755808  99.39%   3.061      118.2%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 8696286   7.756380  99.40%   3.052      117.8%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
 8720708   7.762039  99.47%   2.557       98.7%  ··  cjxl_0.10.1_d0e5g3num_threads0
 8723103   7.762577  99.47%   2.556       98.7%  ··  cjxl_0.10.1_d0e5g2num_threads0
 8729941   7.783191  99.74%   3.146      121.5%  ·R  cjxl_0.10.1_d0e4E4num_threads0
 8771635   7.803580  98.19%   2.590       63.1%  M·  cjxl_0.10.1_d0e5num_threads0
 8909579   7.931359  99.79%   4.055       98.8%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 8911661   7.931826  99.80%   4.044       98.6%  ··  cjxl_0.10.1_d0e4g2num_threads0
 8928760   7.947808  97.17%   4.103       45.9%  MR  cjxl_0.10.1_d0e4num_threads0
 9177807   8.166043  99.84%   8.907       99.5%  ·R  cjxl_0.10.1_d0e3g3num_threads0
 9179681   8.166463  99.84%   8.939       99.9%  ·R  cjxl_0.10.1_d0e3g2num_threads0
 9194750   8.179238  91.58%   8.949       69.5%  MR  cjxl_0.10.1_d0e3num_threads0
10054113   8.924760  99.93%  12.9        100%    ·R  cjxl_0.10.1_d0e2g3num_threads0
10055068   8.924975  99.93%  12.9        100%    ·R  cjxl_0.10.1_d0e2g2num_threads0
10061899   8.930832  92.72%  12.9         32.1%  M·  cjxl_0.10.1_d0e2num_threads0
 9814868   8.933102  92.74%   0.24459      0.6%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 9814998   8.933219  92.74%   0.24140      0.6%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 9823713   8.935087  92.76%   0.23608      0.6%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 9823843   8.935203  92.76%   0.23455      0.6%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
 9919127   9.027291  93.72%   0.37412      0.9%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
10481290   9.387895  97.46%   0.30152      0.8%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
10837083   9.632548   ····   40.1         ····   MR  cjxl_0.10.1_d0e1num_threads0
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

logo, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                          speed real
fastest as dense as milestone     size    |        compared to
cjxl_0.10.1_d0e9E4g2num_threads0  99.95%  263.97%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4g3num_threads0  99.14%  142.79%  cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g2num_threads0  99.85%  218.9%   cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e5E4g2num_threads0  99.41%  100.8%   cjxl_0.10.1_d0e7num_threads0

                                       Mpx/s real % of denser milestone
                                       |       milestone
                   bpp % of denser milestone   |Pareto front for bpp and real time
B        bpp (mean)|       Mpx/s real (mean)   ||  best of
4628664  3.161929  91.40%   0.0566036   39.1%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4633982  3.164975  91.48%   0.0567833   39.2%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
4634425  3.165023  91.49%   0.0576518   39.8%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
4650321  3.180352  91.93%   0.0799168   55.2%  ·R  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
4650321  3.180352  91.93%   0.0799078   55.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
4651677  3.181469  91.96%   0.0792707   54.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
4651677  3.181469  91.96%   0.0792296   54.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
4657951  3.185529  92.08%   0.0785575   54.2%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
4657951  3.185529  92.08%   0.0784781   54.2%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
4658419  3.185542  92.08%   0.0789321   54.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
4658419  3.185542  92.08%   0.0789113   54.5%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
4657743  3.185750  92.08%   0.0785162   54.2%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
4658245  3.185766  92.08%   0.0789106   54.5%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
4718676  3.229725  93.36%   0.0792825   54.7%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
4719917  3.230960  93.39%   0.0786797   54.3%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
4798001  3.281660  94.86%   0.0602266   41.6%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
4845381  3.314451  95.80%   0.0982818   67.8%  ·R  cjxl_0.10.1_d0e10E3num_threads0
4975349  3.411072  98.60%   0.0683422   47.2%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
4974444  3.420066  98.86%   0.104714    72.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
4974444  3.420066  98.86%   0.104729    72.3%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
4975722  3.421135  98.89%   0.103604    71.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
4975722  3.421135  98.89%   0.103570    71.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
4997012  3.423049  98.94%   0.0945973   65.3%  ··  cjxl_0.10.1_d0e10I100num_threads0
4994613  3.425404  99.01%   0.37542    259.2%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
5025813  3.443348  99.53%   0.172636   119.2%  ··  cjxl_0.10.1_d0e10g3num_threads0
5038294  3.458022  99.95%   0.38239    264.0%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
5048742  3.459600  95.88%   0.144859    31.3%  M·  cjxl_0.10.1_d0e10num_threads0
5118394  3.509135  97.25%   0.34307     74.2%  ··  cjxl_0.10.1_d0e9E4num_threads0
5124527  3.515577  97.43%   0.36476     78.9%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
5186887  3.556948  98.57%   0.50030    108.2%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
5187600  3.558779  98.62%   0.47124    101.9%  ··  cjxl_0.10.1_d0e9g3num_threads0
5204790  3.574042  99.05%   0.49073    106.2%  ··  cjxl_0.10.1_d0e9g2num_threads0
5214294  3.577272  99.14%   0.66006    142.8%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
5258964  3.608419  96.47%   0.46225     58.1%  M·  cjxl_0.10.1_d0e9num_threads0
5275106  3.621172  96.81%   0.69824     87.8%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
5283469  3.624528  96.90%   1.4695     184.7%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
5355663  3.672731  98.19%   0.73082     91.9%  ··  cjxl_0.10.1_d0e8E4num_threads0
5362322  3.680241  98.39%   1.558      195.9%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
5365596  3.680594  98.40%   1.676      210.7%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
5368172  3.682483  98.45%   0.70187     88.2%  ··  cjxl_0.10.1_d0e8g3num_threads0
5401299  3.707842  99.13%   0.74422     93.6%  ··  cjxl_0.10.1_d0e8g2num_threads0
5434195  3.729014  99.69%   1.634      205.4%  ··  cjxl_0.10.1_d0e7E4num_threads0
5444485  3.735058  99.85%   1.741      218.9%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
5454558  3.740524  98.17%   0.79551     41.7%  M·  cjxl_0.10.1_d0e8num_threads0
5452023  3.741071  98.18%   1.877       98.5%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
5454949  3.741633  98.20%   1.705       89.5%  ··  cjxl_0.10.1_d0e7g3num_threads0
5476349  3.759168  98.66%   0.51450     27.0%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
5476651  3.759844  98.68%   0.48118     25.3%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
5471673  3.760210  98.69%   0.49155     25.8%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
5472752  3.761287  98.71%   0.45836     24.1%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
5507441  3.780240  99.21%   1.801       94.5%  ··  cjxl_0.10.1_d0e7g2num_threads0
5484391  3.783627  99.30%   0.44276     23.2%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
5519188  3.787848  99.41%   1.920      100.8%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
5527941  3.788183  99.42%   1.849       97.0%  ··  cjxl_0.10.1_d0e6E4num_threads0
5515618  3.792282  99.53%   0.47593     25.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
5519751  3.794997  99.60%   0.46025     24.2%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
5554265  3.810250  97.86%   1.906       88.2%  M·  cjxl_0.10.1_d0e7num_threads0
5572937  3.821616  98.16%   1.986       91.9%  ·R  cjxl_0.10.1_d0e6g3num_threads0
5597069  3.835664  98.52%   2.030       94.0%  ·R  cjxl_0.10.1_d0e5E4num_threads0
5624124  3.857968  99.09%   2.043       94.6%  ·R  cjxl_0.10.1_d0e6g2num_threads0
5681717  3.893402  98.03%   2.161       91.0%  MR  cjxl_0.10.1_d0e6num_threads0
5699532  3.910251  98.46%   2.213       93.2%  ·R  cjxl_0.10.1_d0e5g3num_threads0
5715113  3.931520  98.99%   0.44067     18.6%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
5739377  3.938559  99.17%   2.257       95.1%  ·R  cjxl_0.10.1_d0e5g2num_threads0
5765074  3.966928  99.89%   0.44492     18.7%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
5794989  3.971446  94.68%   2.374       64.0%  MR  cjxl_0.10.1_d0e5num_threads0
5818607  3.988860  95.10%   2.941       79.3%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
5848841  4.008447  95.57%   2.946       79.5%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
5871719  4.023240  95.92%   3.032       81.8%  ·R  cjxl_0.10.1_d0e4E4num_threads0
5883238  4.033690  96.17%   0.0823050    2.2%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
6107236  4.166087  99.32%   0.28734      7.8%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
6109482  4.167803  99.37%   0.27698      7.5%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
6088888  4.170300  99.42%   3.637       98.1%  ·R  cjxl_0.10.1_d0e4g3num_threads0
6101671  4.178288  99.62%   3.639       98.2%  ·R  cjxl_0.10.1_d0e4g2num_threads0
6120966  4.178312  99.62%   0.27297      7.4%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
6121998  4.179307  99.64%   0.26591      7.2%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
6127520  4.194419  93.49%   3.706       46.9%  MR  cjxl_0.10.1_d0e4num_threads0
6289234  4.290480  95.63%   0.43547      5.5%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
6495802  4.466026  99.54%   7.718       97.6%  ·R  cjxl_0.10.1_d0e3g3num_threads0
6501345  4.469798  99.63%   7.698       97.4%  ··  cjxl_0.10.1_d0e3g2num_threads0
6527261  4.486563  91.63%   7.906       68.4%  MR  cjxl_0.10.1_d0e3num_threads0
7134471  4.870407  99.47%   0.30321      2.6%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
7145814  4.887380  99.82%  11.15        96.5%  ·R  cjxl_0.10.1_d0e2g3num_threads0
7149352  4.889790  99.87%  10.93        94.6%  ··  cjxl_0.10.1_d0e2g2num_threads0
7159254  4.896244  91.10%  11.55        26.9%  MR  cjxl_0.10.1_d0e2num_threads0
7718587  5.248224  97.65%   0.44000      1.0%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
7742556  5.263929  97.94%   0.33697      0.8%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
7856780  5.362419  99.77%   0.74921      1.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
7858244  5.363633  99.79%   0.68642      1.6%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
7866774  5.374651   ····   42.9         ····   MR  cjxl_0.10.1_d0e1num_threads0
8089340  5.479445   ····    0.0805985   ····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

icon, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone     size     speed real  compared to
cjxl_0.10.1_d0e9E4g2num_threads0   98.49%  282.3%      cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e6E4g2num_threads0   99.97%  346%        cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e5E4g2num_threads0   99.62%  245%        cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e5E4g2num_threads0   99.04%  115%        cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e6g3num_threads0    100.00%  102%        cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e5g3num_threads0    100.00%  105%        cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g3num_threads0    100.00%  105%        cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e3g3num_threads0    100.00%  104%        cjxl_0.10.1_d0e3num_threads0
cjxl_0.10.1_d0e2g3num_threads0    100.00%    1.1e+02%  cjxl_0.10.1_d0e2num_threads0

                                     Mpx/s real % of denser milestone
                                     |           milestone
                  bpp % of denser milestone      |Pareto front for bpp and real time
B       bpp (mean)|        Mpx/s real (mean)     ||  best of
325035   6.27478   93.46%  0.053698   58.0%      ·R  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
325035   6.27478   93.46%  0.053641   57.9%      ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
325035   6.27478   93.46%  0.053577   57.9%      ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
325035   6.27478   93.46%  0.053632   57.9%      ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
325314   6.28587   93.62%  0.053159   57.4%      ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
325314   6.28587   93.62%  0.053152   57.4%      ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
325314   6.28587   93.62%  0.053156   57.4%      ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
325314   6.28587   93.62%  0.053083   57.3%      ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
325314   6.28587   93.62%  0.052656   56.9%      ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
325314   6.28587   93.62%  0.051106   55.2%      ··  cjxl_0.10.1_d0e10E3I100num_threads0
325314   6.28587   93.62%  0.049983   54.0%      ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
325388   6.28625   93.63%  0.053891   58.2%      ·R  cjxl_0.10.1_d0e10E3I100g0num_threads0
325679   6.29653   93.78%  0.053711   58.0%      ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
325679   6.29653   93.78%  0.053819   58.1%      ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
324396   6.31928   94.12%  0.033681   36.4%      ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
324396   6.31928   94.12%  0.033485   36.2%      ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
324525   6.32906   94.27%  0.033159   35.8%      ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
334611   6.48716   96.62%  0.072328   78.1%      ·R  cjxl_0.10.1_d0e10E3num_threads0
337061   6.51846   97.09%  0.071868   77.6%      ··  cjxl_0.10.1_d0e10I100num_threads0
339429   6.61226   98.49%  0.2614    282.3%      ·R  cjxl_0.10.1_d0e9E4g2num_threads0
339429   6.61226   98.49%  0.2606    281.4%      ··  cjxl_0.10.1_d0e9E4g3num_threads0
339429   6.61226   98.49%  0.2605    281.3%      ··  cjxl_0.10.1_d0e9E4num_threads0
344942   6.70688   99.90%  0.2456    265.2%      ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
346375   6.71388  100.00%  0.09267   100.1%      ··  cjxl_0.10.1_d0e10g3num_threads0
346375   6.71388   98.68%  0.09260    30.1%      M·  cjxl_0.10.1_d0e10num_threads0
345743   6.73429   98.98%  0.4493    146.2%      ··  cjxl_0.10.1_d0e8E4g2num_threads0
345743   6.73429   98.98%  0.4500    146.5%      ··  cjxl_0.10.1_d0e8E4g3num_threads0
345743   6.73429   98.98%  0.4512    146.9%      ·R  cjxl_0.10.1_d0e8E4num_threads0
346651   6.75768   99.32%  0.905     295%        ··  cjxl_0.10.1_d0e7E4g3num_threads0
346651   6.75768   99.32%  0.909     296%        ·R  cjxl_0.10.1_d0e7E4g2num_threads0
346651   6.75768   99.32%  0.864     281%        ··  cjxl_0.10.1_d0e7E4num_threads0
349077   6.80153   99.97%  1.06      346%        ··  cjxl_0.10.1_d0e6E4g3num_threads0
349077   6.80153   99.97%  1.06      346%        ·R  cjxl_0.10.1_d0e6E4g2num_threads0
349077   6.80153   99.97%  1.05      341%        ··  cjxl_0.10.1_d0e6E4num_threads0
349808   6.80389   98.91%  0.3072     63.6%      M·  cjxl_0.10.1_d0e9num_threads0
349808   6.80389   98.91%  0.3054     63.3%      ··  cjxl_0.10.1_d0e9g3num_threads0
349808   6.80389   98.91%  0.3036     62.9%      ··  cjxl_0.10.1_d0e9g2num_threads0
351762   6.84290   99.47%  0.3321     68.8%      ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
351596   6.85311   99.62%  1.17      243%        ··  cjxl_0.10.1_d0e5E4g3num_threads0
351596   6.85311   99.62%  1.18      245%        ·R  cjxl_0.10.1_d0e5E4g2num_threads0
351596   6.85311   99.62%  1.16      239%        ··  cjxl_0.10.1_d0e5E4num_threads0
353757   6.87902   99.41%  0.4827     46.9%      M·  cjxl_0.10.1_d0e8num_threads0
353757   6.87902   99.41%  0.4828     46.9%      ··  cjxl_0.10.1_d0e8g2num_threads0
353757   6.87902   99.41%  0.4761     46.2%      ··  cjxl_0.10.1_d0e8g3num_threads0
355409   6.91967  100.00%  1.02       99.2%      ··  cjxl_0.10.1_d0e7g3num_threads0
355409   6.91967   98.52%  1.03       86.5%      M·  cjxl_0.10.1_d0e7num_threads0
355409   6.91967   98.52%  1.03       86.2%      ··  cjxl_0.10.1_d0e7g2num_threads0
360513   7.02365  100.00%  1.21      102%        ·R  cjxl_0.10.1_d0e6g3num_threads0
360513   7.02365  100.00%  1.19       99.8%      ··  cjxl_0.10.1_d0e6g2num_threads0
360513   7.02365   99.11%  1.19       90.0%      M·  cjxl_0.10.1_d0e6num_threads0
361053   7.06610   99.71%  0.3116     23.6%      ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
364218   7.08690  100.00%  1.39      105%        ·R  cjxl_0.10.1_d0e5g3num_threads0
364218   7.08690  100.00%  1.36      103%        ··  cjxl_0.10.1_d0e5g2num_threads0
364218   7.08690   94.88%  1.32       73.9%      M·  cjxl_0.10.1_d0e5num_threads0
364213   7.14308   95.63%  0.3073     17.2%      ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
364213   7.14308   95.63%  0.3057     17.1%      ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
364213   7.14308   95.63%  0.2954     16.5%      ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
364213   7.14308   95.63%  0.2940     16.4%      ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
367400   7.15157   95.75%  0.3153     17.6%      ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
367400   7.15157   95.75%  0.3021     16.9%      ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
380515   7.16206   95.89%  1.52       85.0%      ·R  cjxl_0.10.1_d0e4E4g3num_threads0
380515   7.16206   95.89%  1.52       84.9%      ··  cjxl_0.10.1_d0e4E4num_threads0
380515   7.16206   95.89%  1.51       84.3%      ··  cjxl_0.10.1_d0e4E4g2num_threads0
380345   7.45698   99.83%  0.2881     16.1%      ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
403671   7.46931  100.00%  1.84      103%        ··  cjxl_0.10.1_d0e4g2num_threads0
403671   7.46931  100.00%  1.88      105%        ·R  cjxl_0.10.1_d0e4g3num_threads0
403671   7.46931   94.68%  1.79       55.4%      M·  cjxl_0.10.1_d0e4num_threads0
383807   7.50823   95.17%  0.2897      9.0%      ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
422935   7.88934  100.00%  3.30      102%        ··  cjxl_0.10.1_d0e3g2num_threads0
422935   7.88934  100.00%  3.35      104%        ·R  cjxl_0.10.1_d0e3g3num_threads0
422935   7.88934   91.50%  3.23      85%         M·  cjxl_0.10.1_d0e3num_threads0
403232   8.00542   92.84%  0.054454    1.4%      ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
403232   8.00542   92.84%  0.054443    1.4%      ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
403232   8.00542   92.84%  0.054403    1.4%      ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
403232   8.00542   92.84%  0.054061    1.4%      ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
403232   8.00542   92.84%  0.054478    1.4%      ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
430515   8.20189   95.12%  0.2529      6.6%      ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
430515   8.20189   95.12%  0.2518      6.6%      ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
430515   8.20189   95.12%  0.2513      6.6%      ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
430515   8.20189   95.12%  0.2511      6.6%      ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
437464   8.32690   96.57%  0.3625      9.5%      ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
469206   8.34098   96.73%  0.052949    1.4%      ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
474377   8.62260  100.00%  4.0         1.1e+02%  ·R  cjxl_0.10.1_d0e2g3num_threads0
474377   8.62260  100.00%  3.8         1.0e+02%  ··  cjxl_0.10.1_d0e2g2num_threads0
474377   8.62260   92.18%  3.8       58%         M·  cjxl_0.10.1_d0e2num_threads0
508374   9.35403   ·····   6.5        ········   MR  cjxl_0.10.1_d0e1num_threads0
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
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

pixel_art, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                                                                      speed real
fastest as dense as milestone                                                 size    |        compared to
cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0  98.91%  152.90%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e4g2num_threads0                                                99.71%  100.9%   cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e2num_threads0                                                  80.81%  126.2%   cjxl_0.10.1_d0e3num_threads0

                                       Mpx/s real % of denser milestone
                                       |       milestone
                   bpp % of denser milestone   |Pareto front for bpp and real time
B        bpp (mean)|       Mpx/s real (mean)   ||  best of
2564230  1.042479  94.97%   0.169127    45.0%  ·R  cjxl_0.10.1_d0e10E3I100num_threads0
2511186  1.052026  95.84%   0.169508    45.1%  ·R  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
2489278  1.054486  96.06%   0.221193    58.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
2503006  1.055921  96.19%   0.221065    58.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
2504674  1.059353  96.50%   0.220807    58.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
2602525  1.059821  96.55%   0.281252    74.8%  ·R  cjxl_0.10.1_d0e10E3num_threads0
2516792  1.060689  96.62%   0.221329    58.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
2473073  1.066983  97.20%   0.175323    46.7%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
2666525  1.078084  98.21%   0.236742    63.0%  ··  cjxl_0.10.1_d0e10I100num_threads0
2371605  1.085782  98.91%   0.57464    152.9%  ·R  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
2483163  1.096617  99.90%   0.175682    46.7%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
2705511  1.097742  94.41%   0.37582     37.4%  M·  cjxl_0.10.1_d0e10num_threads0
3052064  1.109007  95.38%   0.195187    19.4%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
3047958  1.112778  95.70%   0.196204    19.5%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
3141429  1.117210  96.09%   0.215080    21.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
3152208  1.118106  96.16%   0.215001    21.4%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
3145788  1.119538  96.29%   0.215008    21.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
3145402  1.119597  96.29%   0.215084    21.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
3154531  1.119619  96.29%   0.215530    21.5%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
3146633  1.121176  96.43%   0.215351    21.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
3151496  1.121687  96.47%   0.215309    21.4%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
3157578  1.122995  96.58%   0.214954    21.4%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
3146616  1.123215  96.60%   0.214454    21.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
3153341  1.123592  96.63%   0.215518    21.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
2744548  1.139983  98.04%   0.82849     82.5%  ·R  cjxl_0.10.1_d0e9E4num_threads0
2814825  1.162728  96.03%   1.0039      64.8%  MR  cjxl_0.10.1_d0e9num_threads0
2841381  1.193031  98.53%   1.4871      96.0%  ·R  cjxl_0.10.1_d0e8E4num_threads0
2524780  1.198034  98.94%   0.70281     45.4%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
2541278  1.202707  99.33%   0.63058     40.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
2901668  1.210815  91.69%   1.5485      42.1%  MR  cjxl_0.10.1_d0e8num_threads0
3316109  1.215497  92.05%   0.0948571    2.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
3326296  1.221470  92.50%   0.0932197    2.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
3276239  1.223047  92.62%   0.77099     21.0%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
3248962  1.226649  92.89%   0.70455     19.2%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
3522969  1.248038  94.51%   1.0607      28.8%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
3487385  1.250275  94.68%   0.99538     27.1%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
3483809  1.252153  94.82%   0.76868     20.9%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
3488974  1.257499  95.23%   0.70189     19.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
3577151  1.262998  95.65%   0.86389     23.5%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
3421750  1.269090  96.11%   1.3165      35.8%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
3758951  1.278271  96.80%   1.1100      30.2%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
4056375  1.280671  96.98%   0.44623     12.1%  ··  cjxl_0.10.1_d0e10g3num_threads0
3915070  1.292148  97.85%   0.87756     23.9%  ··  cjxl_0.10.1_d0e9E4g3num_threads0
3788180  1.298794  98.36%   1.0239      27.8%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
3660317  1.302499  98.64%   0.99907     27.2%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
3188411  1.303146  98.69%   3.430       93.2%  ·R  cjxl_0.10.1_d0e7E4num_threads0
3720661  1.305750  98.88%   1.0752      29.2%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
3252073  1.320494  95.80%   3.679       91.7%  MR  cjxl_0.10.1_d0e7num_threads0
3954433  1.329240  96.44%   1.0189      25.4%  ··  cjxl_0.10.1_d0e9g2num_threads0
3825061  1.337411  97.03%   1.4266      35.6%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
3570278  1.337854  97.06%   0.65063     16.2%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
4207132  1.348805  97.86%   1.0498      26.2%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
4224461  1.354083  98.24%   0.80336     20.0%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
3377880  1.360316  98.69%   3.765       93.9%  ·R  cjxl_0.10.1_d0e6E4num_threads0
4290726  1.363784  98.94%   1.0258      25.6%  ··  cjxl_0.10.1_d0e9g3num_threads0
4190814  1.370038  99.40%   1.4091      35.1%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
3449279  1.378367  94.41%   4.010       93.4%  MR  cjxl_0.10.1_d0e6num_threads0
4042964  1.380917  94.58%   1.4732      34.3%  ··  cjxl_0.10.1_d0e8g2num_threads0
4419997  1.422787  97.45%   1.4567      33.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
4398628  1.428373  97.83%   0.97390     22.7%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
3556250  1.440043  98.63%   4.070       94.8%  ·R  cjxl_0.10.1_d0e5E4num_threads0
4461976  1.448227  99.19%   0.97033     22.6%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
4222793  1.458658  99.91%   3.348       78.0%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
3633201  1.460008  74.54%   4.292       61.9%  MR  cjxl_0.10.1_d0e5num_threads0
4549264  1.490142  76.08%   3.319       47.9%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
4392184  1.510140  77.10%   3.671       53.0%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
4579407  1.516249  77.41%   3.559       51.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
3716867  1.518696  77.53%   0.0819863    1.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4735960  1.547546  79.01%   3.625       52.3%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
4996524  1.557673  79.52%   3.513       50.7%  ··  cjxl_0.10.1_d0e7g3num_threads0
4810364  1.576094  80.46%   3.860       55.7%  ··  cjxl_0.10.1_d0e6g2num_threads0
4647068  1.599207  81.64%   3.956       57.1%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
5244083  1.623956  82.91%   3.822       55.1%  ··  cjxl_0.10.1_d0e6g3num_threads0
5023785  1.641007  83.78%   3.909       56.4%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
5084732  1.670478  85.28%   4.133       59.6%  ··  cjxl_0.10.1_d0e5g2num_threads0
5558599  1.723298  87.98%   4.099       59.1%  ··  cjxl_0.10.1_d0e5g3num_threads0
5460901  1.815899  92.71%   6.495       93.7%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
5453724  1.816207  92.72%   6.540       94.3%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
5479088  1.822534  93.05%   6.483       93.5%  ··  cjxl_0.10.1_d0e4E4num_threads0
6059406  1.951782  99.64%   6.949      100.2%  ·R  cjxl_0.10.1_d0e4g3num_threads0
6065039  1.953112  99.71%   6.992      100.9%  ·R  cjxl_0.10.1_d0e4g2num_threads0
6084531  1.958763  93.37%   6.932       46.4%  M·  cjxl_0.10.1_d0e4num_threads0
6562536  1.992897  95.00%   0.91383      6.1%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
6472721  2.097827  80.81%  14.93       126.2%  MR  cjxl_0.10.1_d0e2num_threads0
6542967  2.101539  80.96%  14.46       122.2%  ··  cjxl_0.10.1_d0e2g2num_threads0
6593048  2.104610  81.08%  14.55       123.0%  ··  cjxl_0.10.1_d0e2g3num_threads0
5562268  2.558388  98.56%   0.334260     2.8%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
8612890  2.593423  99.91%  11.73        99.1%  ··  cjxl_0.10.1_d0e3g3num_threads0
8612066  2.593734  99.92%  11.82        99.9%  ··  cjxl_0.10.1_d0e3g2num_threads0
8625447  2.595851  94.56%  11.83        27.4%  M·  cjxl_0.10.1_d0e3num_threads0
7803318  2.745298   ····   43.2         ····   MR  cjxl_0.10.1_d0e1num_threads0

pixel_art (not game_asset), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                                     speed real
fastest as dense as milestone                size    |        compared to
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0  99.74%  137.69%  cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e4g2num_threads0               99.63%  101.1%   cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e2num_threads0                 83.33%  124%     cjxl_0.10.1_d0e3num_threads0

                                        Mpx/s real % of denser milestone
                                        |       milestone
                   bpp % of denser milestone    |Pareto front for bpp and real time
B        bpp (mean)|        Mpx/s real (mean)   ||  best of
1130372  0.886887   93.49%   0.23120     58.0%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1130372  0.886887   93.49%   0.23106     58.0%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1131614  0.887404   93.55%   0.23328     58.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1131614  0.887404   93.55%   0.23285     58.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1130140  0.888174   93.63%   0.23075     57.9%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1133316  0.889113   93.73%   0.23123     58.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1133316  0.889113   93.73%   0.23103     58.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1131966  0.889444   93.76%   0.20863     52.3%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1136176  0.890293   93.85%   0.23143     58.1%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1136176  0.890293   93.85%   0.23135     58.0%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
1137313  0.890766   93.90%   0.23316     58.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1137313  0.890766   93.90%   0.23296     58.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1135381  0.891127   93.94%   0.23082     57.9%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
1139032  0.892482   94.08%   0.23158     58.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1139032  0.892482   94.08%   0.23036     57.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1137613  0.892509   94.09%   0.21007     52.7%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
1155770  0.899108   94.78%   0.17832     44.7%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1156777  0.899527   94.83%   0.17848     44.8%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
1170098  0.914977   96.45%   0.29822     74.8%  ·R  cjxl_0.10.1_d0e10E3num_threads0
1178737  0.930511   98.09%   0.24960     62.6%  ··  cjxl_0.10.1_d0e10I100num_threads0
1205016  0.944222   99.54%   0.18445     46.3%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
1193938  0.948614   94.07%   0.39866     37.6%  MR  cjxl_0.10.1_d0e10num_threads0
1211353  0.949547   94.16%   0.60761     57.4%  ·R  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1197478  0.949645   94.17%   0.48000     45.3%  ··  cjxl_0.10.1_d0e10g3num_threads0
1222994  0.970743   96.26%   0.18477     17.4%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1231864  0.973093   96.49%   0.82945     78.3%  ·R  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1236735  0.975580   96.74%   0.84464     79.7%  ·R  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1235422  0.976461   96.83%   1.1498     108.5%  ·R  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1240704  0.976970   96.88%   1.2066     113.9%  ·R  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1240463  0.977319   96.91%   0.75552     71.3%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
1244529  0.979575   97.14%   1.1029     104.1%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
1245101  0.979811   97.16%   0.76851     72.5%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
1219464  0.980842   97.26%   0.94058     88.8%  ··  cjxl_0.10.1_d0e9E4g3num_threads0
1250718  0.981179   97.30%   1.0697     101.0%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
1236739  0.985741   97.75%   0.92476     87.3%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
1245820  0.989484   98.12%   0.87371     82.5%  ··  cjxl_0.10.1_d0e9E4num_threads0
1280037  0.990350   98.21%   0.100872     9.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1230774  0.992597   98.43%   1.1272     106.4%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
1287082  0.995509   98.72%   0.0993817    9.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1254154  1.00073    99.24%   0.86131     81.3%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
1261544  1.00078    99.24%   1.1612     109.6%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1265167  1.00347    99.51%   1.0720     101.2%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
1243616  1.00426    99.59%   1.1005     103.9%  ··  cjxl_0.10.1_d0e9g3num_threads0
1251365  1.00580    99.74%   1.4588     137.7%  ·R  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1258311  1.00809    99.96%   1.0898     102.9%  ··  cjxl_0.10.1_d0e9g2num_threads0
1259259  1.00845    95.36%   1.0594      66.1%  M·  cjxl_0.10.1_d0e9num_threads0
1299648  1.03876    98.22%   1.502       93.7%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
1308756  1.04319    98.64%   1.542       96.2%  ·R  cjxl_0.10.1_d0e8E4num_threads0
1316223  1.04405    98.72%   1.514       94.5%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
1298981  1.04471    98.79%   0.69071     43.1%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1302338  1.04655    98.96%   0.61686     38.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1330307  1.05408    99.67%   1.0483      65.4%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
1325838  1.05589    99.84%   0.68575     42.8%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1320386  1.05752   100.00%   1.554       97.0%  ·R  cjxl_0.10.1_d0e8g3num_threads0
1318938  1.05756    92.16%   1.603       42.1%  MR  cjxl_0.10.1_d0e8num_threads0
1334598  1.06183    92.53%   1.562       41.1%  ··  cjxl_0.10.1_d0e8g2num_threads0
1349949  1.06906    93.16%   1.0446      27.5%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
1440455  1.13395    98.82%   3.562       93.7%  ·R  cjxl_0.10.1_d0e7E4num_threads0
1450901  1.14246    99.56%   3.540       93.1%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
1465980  1.14711    99.96%   3.555       93.5%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
1450082  1.14754    95.47%   3.803       92.4%  MR  cjxl_0.10.1_d0e7num_threads0
1472207  1.16090    96.58%   3.736       90.7%  ··  cjxl_0.10.1_d0e7g3num_threads0
1486302  1.16503    96.92%   3.763       91.4%  ··  cjxl_0.10.1_d0e7g2num_threads0
1548573  1.18845    98.87%   3.879       94.2%  ·R  cjxl_0.10.1_d0e6E4num_threads0
1541060  1.19352    99.29%   3.880       94.2%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
1541944  1.19525    99.43%   3.851       93.5%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
1558207  1.20204    93.38%   4.117       94.2%  MR  cjxl_0.10.1_d0e6num_threads0
1561934  1.21185    94.14%   4.055       92.8%  ··  cjxl_0.10.1_d0e6g2num_threads0
1565637  1.21469    94.36%   4.040       92.4%  ··  cjxl_0.10.1_d0e6g3num_threads0
1682321  1.27193    98.81%   4.159       95.1%  ·R  cjxl_0.10.1_d0e5E4num_threads0
1682937  1.27997    99.43%   4.167       95.3%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
1689088  1.28337    99.70%   4.139       94.7%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
1693189  1.28727    89.61%   4.372       59.6%  MR  cjxl_0.10.1_d0e5num_threads0
1709161  1.30170    90.61%   4.326       59.0%  ··  cjxl_0.10.1_d0e5g2num_threads0
1718952  1.30661    90.96%   4.316       58.8%  ··  cjxl_0.10.1_d0e5g3num_threads0
1663701  1.32647    92.34%   0.0870887    1.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1882378  1.40308    97.67%   6.916       94.3%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
1885643  1.40400    97.74%   6.978       95.1%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
1903970  1.40913    98.09%   6.912       94.2%  ··  cjxl_0.10.1_d0e4E4num_threads0
1915001  1.43009    99.55%   7.365      100.4%  ·R  cjxl_0.10.1_d0e4g3num_threads0
1918942  1.43129    99.63%   7.413      101.1%  ·R  cjxl_0.10.1_d0e4g2num_threads0
1937535  1.43653    92.75%   7.335       47.6%  M·  cjxl_0.10.1_d0e4num_threads0
1919962  1.46842    94.81%   0.98459      6.4%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
2104925  1.54699    99.88%  15.0         97.6%  ·R  cjxl_0.10.1_d0e2g3num_threads0
2106274  1.54748    99.92%  14.9         97.0%  ··  cjxl_0.10.1_d0e2g2num_threads0
2109106  1.54878    83.33%  15.4        124%    MR  cjxl_0.10.1_d0e2num_threads0
2556250  1.85569    99.84%  12.3         98.8%  ··  cjxl_0.10.1_d0e3g3num_threads0
2558605  1.85643    99.88%  12.3         99.6%  ··  cjxl_0.10.1_d0e3g2num_threads0
2563793  1.85857    85.11%  12.4         28.7%  M·  cjxl_0.10.1_d0e3num_threads0
2938348  2.18381    ·····   43.3         ····   MR  cjxl_0.10.1_d0e1num_threads0
3257573  2.43583    ·····    0.34074     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

pixel_art_scaled, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone                size    speed real  compared to
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0  93.39%  149.819%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8g3num_threads0               98.65%  187.85%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e1num_threads0                 74.95%  748%        cjxl_0.10.1_d0e3num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                    bpp % of denser milestone    |Pareto front for bpp and real time
B        bpp (mean) |       Mpx/s real (mean)    ||  best of
1393631  0.2766523  93.20%    0.542292   116.5%  ·R  cjxl_0.10.1_d0e10E3I100g3num_threads0
1394412  0.2767350  93.23%    0.522652   112.2%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
1395994  0.2768024  93.25%    0.551676   118.5%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1396133  0.2768778  93.28%    0.546358   117.3%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1397539  0.2768904  93.28%    0.551294   118.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1393290  0.2772106  93.39%    0.697602   149.8%  ·R  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1399743  0.2773168  93.42%    0.569335   122.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1401955  0.2774428  93.47%    0.578712   124.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1400127  0.2774462  93.47%    0.569072   122.2%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1402339  0.2775723  93.51%    0.578738   124.3%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1409106  0.2784198  93.80%    0.542705   116.6%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1416382  0.2816098  94.87%    0.156512    33.6%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
1420813  0.2841299  95.72%    0.161031    34.6%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
1435215  0.2865872  96.55%    0.312326    67.1%  ··  cjxl_0.10.1_d0e10E3num_threads0
1437979  0.2869577  96.67%    0.502212   107.9%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1445616  0.2878356  96.97%    0.304282    65.3%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
1441000  0.2879067  96.99%    0.431787    92.7%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
1446977  0.2879815  97.02%    0.305967    65.7%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1430832  0.2918377  98.32%    0.164352    35.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1517887  0.2935028  98.88%    0.299556    64.3%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1499156  0.2946428  99.26%    0.247693    53.2%  ··  cjxl_0.10.1_d0e10I100num_threads0
1536985  0.2952488  99.46%    0.338409    72.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1491938  0.2954729  99.54%    0.411030    88.3%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1497441  0.2955697  99.57%    0.157285    33.8%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1512701  0.2968372  86.68%    0.465629    30.6%  M·  cjxl_0.10.1_d0e10num_threads0
1499749  0.2970584  86.74%    0.402393    26.4%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
1546207  0.2974177  86.85%    0.325189    21.3%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1490467  0.3006350  87.79%    0.178689    11.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1510168  0.3007106  87.81%    0.287530    18.9%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1486559  0.3007700  87.83%    0.175893    11.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1491717  0.3015977  88.07%    0.542664    35.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1565093  0.3016254  88.08%    1.7624     115.7%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
1492786  0.3016256  88.08%    0.568109    37.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1499399  0.3023255  88.28%    0.570506    37.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1547491  0.3023625  88.29%    2.0592     135.1%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
1501318  0.3024500  88.32%    0.598973    39.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1631857  0.3116191  91.00%    1.0591      69.5%  ··  cjxl_0.10.1_d0e10g3num_threads0
1675925  0.3178921  92.83%    1.5393     101.0%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
1688979  0.3199233  93.42%    2.0609     135.3%  ·R  cjxl_0.10.1_d0e9g3num_threads0
1689975  0.3231846  94.37%    2.7491     180.4%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
1550638  0.3255099  95.05%    0.170077    11.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1748150  0.3282192  95.84%    1.4924      97.9%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
1668282  0.3284977  95.92%    1.8400     120.8%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
1675461  0.3292165  96.13%    2.2137     145.3%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1790801  0.3345208  97.68%    1.1325      74.3%  ··  cjxl_0.10.1_d0e9E4num_threads0
1779846  0.3378479  98.65%    2.8622     187.8%  ·R  cjxl_0.10.1_d0e8g3num_threads0
1709427  0.3389727  98.98%    1.4387      94.4%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
1712243  0.3395191  99.14%    1.6368     107.4%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1844291  0.3408618  99.53%    1.8559     121.8%  ··  cjxl_0.10.1_d0e9g2num_threads0
1853137  0.3424573  96.25%    1.5237      53.2%  M·  cjxl_0.10.1_d0e9num_threads0
1842251  0.3469744  97.52%    2.7631      96.5%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
1874596  0.3501747  98.42%    2.7200      95.0%  ··  cjxl_0.10.1_d0e8E4num_threads0
1908461  0.3558078  84.61%    2.8626      53.6%  MR  cjxl_0.10.1_d0e8num_threads0
1916665  0.3574004  84.99%    2.8715      53.8%  ·R  cjxl_0.10.1_d0e8g2num_threads0
2095925  0.4032052  95.88%    1.5373      28.8%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
2105042  0.4046409  96.22%    1.7294      32.4%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
2308140  0.4130811  98.23%    4.916       92.1%  ·R  cjxl_0.10.1_d0e7E4num_threads0
2353700  0.4205374  90.51%    5.337       95.2%  MR  cjxl_0.10.1_d0e7num_threads0
2506025  0.4436173  95.47%    4.950       88.3%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
2562377  0.4489632  96.62%    4.811       85.8%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
2518546  0.4516294  97.20%    5.223       93.2%  ··  cjxl_0.10.1_d0e6E4num_threads0
2609426  0.4585129  98.68%    5.287       94.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
2590021  0.4646483  93.62%    5.604       95.1%  MR  cjxl_0.10.1_d0e6num_threads0
2316525  0.4649713  93.68%    1.7579      29.8%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
2694380  0.4694764  94.59%    5.153       87.4%  ··  cjxl_0.10.1_d0e7g3num_threads0
2383995  0.4768721  96.08%    1.6569      28.1%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
2663301  0.4796573  96.64%    5.476       92.9%  ··  cjxl_0.10.1_d0e5E4num_threads0
2727218  0.4798912  96.69%    5.022       85.2%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
2734628  0.4819424  97.10%    5.204       88.3%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
2110665  0.4822737  97.17%    0.1150340    2.0%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
2756084  0.4963227  75.24%    5.894       68.7%  MR  cjxl_0.10.1_d0e5num_threads0
2889301  0.5035183  76.33%    5.533       64.5%  ··  cjxl_0.10.1_d0e6g2num_threads0
2916208  0.5092844  77.20%    5.300       61.8%  ··  cjxl_0.10.1_d0e6g3num_threads0
2930581  0.5194971  78.75%    5.339       62.2%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
2924681  0.5202039  78.86%    5.183       60.4%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
3144570  0.5494169  83.28%    5.703       66.5%  ··  cjxl_0.10.1_d0e5g2num_threads0
3170211  0.5574609  84.50%    5.509       64.2%  ··  cjxl_0.10.1_d0e5g3num_threads0
3478914  0.5980484  90.66%    7.4091      86.3%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
3544414  0.6088455  92.29%    7.649       89.1%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
3537373  0.6111686  92.64%    7.640       89.0%  ··  cjxl_0.10.1_d0e4E4num_threads0
3796312  0.6435327  97.55%    8.208       95.6%  ·R  cjxl_0.10.1_d0e4g3num_threads0
3876427  0.6596934  90.72%    8.582       42.9%  MR  cjxl_0.10.1_d0e4num_threads0
3908757  0.6600685  90.77%    8.360       41.8%  ··  cjxl_0.10.1_d0e4g2num_threads0
3095994  0.7092106  97.53%    1.4263       7.1%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
4374001  0.7212837  99.19%   19.01        95.0%  ·R  cjxl_0.10.1_d0e2g3num_threads0
4373635  0.7228495  99.41%   19.48        97.4%  ·R  cjxl_0.10.1_d0e2g2num_threads0
4405114  0.7271656  73.17%   20.00        18.3%  MR  cjxl_0.10.1_d0e2num_threads0
5512914  0.9938431  74.95%  109          748%    MR  cjxl_0.10.1_d0e1num_threads0
6316430  1.319293   99.50%   14.07        96.2%  ··  cjxl_0.10.1_d0e3g3num_threads0
6316368  1.320910   99.62%   14.30        97.8%  ··  cjxl_0.10.1_d0e3g2num_threads0
6359374  1.325966    ····    14.62        ····   M·  cjxl_0.10.1_d0e3num_threads0

pixel_art_scaled (not game), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                                     speed real
fastest as dense as milestone                size    |        compared to
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0  84.58%  151.12%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e9g3num_threads0               98.01%  137.21%  cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e8g2num_threads0               99.15%  101.07%  cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e2g2num_threads0               99.28%  218.0%   cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e1num_threads0                 51.71%  738%     cjxl_0.10.1_d0e3num_threads0

                                        Mpx/s real % of denser milestone
                                        |       milestone
                   bpp % of denser milestone    |Pareto front for bpp and real time
B        bpp (mean)|       Mpx/s real (mean)    ||  best of
 386596  0.137524  81.81%    0.314067    63.2%  ·R  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
 385429  0.137624  81.87%    0.309934    62.4%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
 390521  0.139193  82.80%    0.303542    61.1%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
 398958  0.142172  84.58%    0.750409   151.1%  ·R  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 427300  0.151216  89.96%    0.538556   108.5%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 427599  0.151925  90.38%    0.461294    92.9%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 450568  0.157592  93.75%    0.436374    87.9%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 450825  0.158320  94.18%    0.426886    86.0%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
 471009  0.162595  96.73%    0.163931    33.0%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 478543  0.162630  96.75%    0.283426    57.1%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
 469952  0.162897  96.91%    0.163452    32.9%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
 474595  0.167370  99.57%    0.262791    52.9%  ··  cjxl_0.10.1_d0e10I100num_threads0
 474595  0.167370  99.57%    0.170797    34.4%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 473846  0.167376  99.57%    0.171286    34.5%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 475678  0.167721  99.78%    0.58899    118.6%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 475721  0.167750  99.79%    0.58948    118.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 476176  0.167802  99.82%    0.56718    114.2%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
 478041  0.167886  99.87%    0.59934    120.7%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 478084  0.167915  99.89%    0.59884    120.6%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 477109  0.167932  99.90%    0.61854    124.6%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 477578  0.167938  99.90%    0.59340    119.5%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 477152  0.167961  99.92%    0.61886    124.6%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 479321  0.168071  99.98%    0.62921    126.7%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 477163  0.168099  94.68%    0.49655     30.5%  M·  cjxl_0.10.1_d0e10num_threads0
 477163  0.168099  94.68%    0.332710    20.5%  ··  cjxl_0.10.1_d0e10E3num_threads0
 479364  0.168100  94.68%    0.62920     38.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 477240  0.168955  95.16%    0.58181     35.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 480289  0.169141  95.26%    0.61129     37.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 478671  0.169166  95.28%    0.60966     37.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 481569  0.169326  95.37%    0.64295     39.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 485740  0.171545  96.62%    0.328548    20.2%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 487163  0.171811  96.77%    0.330581    20.3%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 473685  0.171884  96.81%    2.2300     137.1%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
 474057  0.171994  96.87%    1.6654     102.4%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 486502  0.172288  97.03%    1.9095     117.4%  ··  cjxl_0.10.1_d0e9E4g3num_threads0
 486155  0.172685  97.26%    1.1492      70.7%  ··  cjxl_0.10.1_d0e10g3num_threads0
 489081  0.174025  98.01%    2.2314     137.2%  ·R  cjxl_0.10.1_d0e9g3num_threads0
 492919  0.174922  98.52%    2.0035     123.2%  ··  cjxl_0.10.1_d0e9g2num_threads0
 492919  0.174922  98.52%    1.6121      99.1%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 518624  0.177553  95.35%    1.6263      53.2%  M·  cjxl_0.10.1_d0e9num_threads0
 518624  0.177553  95.35%    1.2090      39.6%  ··  cjxl_0.10.1_d0e9E4num_threads0
 514165  0.181942  97.71%    2.9661      97.1%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 517327  0.184071  98.86%    3.0853     101.0%  ·R  cjxl_0.10.1_d0e8g3num_threads0
 519023  0.184613  99.15%    3.0870     101.1%  ·R  cjxl_0.10.1_d0e8g2num_threads0
 519023  0.184613  99.15%    2.9738      97.4%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
 540306  0.186203  92.89%    3.0542      54.1%  M·  cjxl_0.10.1_d0e8num_threads0
 540306  0.186203  92.89%    2.9092      51.6%  ··  cjxl_0.10.1_d0e8E4num_threads0
 566976  0.193456  96.51%    0.187780     3.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 567155  0.194142  96.85%    0.184831     3.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 579697  0.200439  99.99%    5.221       92.6%  ·R  cjxl_0.10.1_d0e7E4num_threads0
 579719  0.200456  92.13%    5.641       95.8%  MR  cjxl_0.10.1_d0e7num_threads0
 617419  0.200489  92.15%    1.9875      33.8%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 619816  0.200725  92.26%    2.3989      40.8%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 599582  0.202097  92.89%    1.5478      26.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 601710  0.202678  93.15%    1.7656      30.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 607443  0.212736  97.78%    5.282       89.8%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
 607876  0.212880  97.84%    5.617       95.4%  ··  cjxl_0.10.1_d0e7g2num_threads0
 621367  0.215601  99.09%    5.133       87.2%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
 625108  0.217575  93.87%    5.885       95.7%  MR  cjxl_0.10.1_d0e6num_threads0
 625119  0.217584  93.88%    5.505       89.5%  ··  cjxl_0.10.1_d0e6E4num_threads0
 624434  0.217667  93.91%    5.487       89.2%  ··  cjxl_0.10.1_d0e7g3num_threads0
 615029  0.219417  94.67%    0.178729     2.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 637534  0.225525  97.30%    5.524       89.8%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 637573  0.225537  97.31%    5.853       95.1%  ··  cjxl_0.10.1_d0e6g2num_threads0
 653505  0.229920  99.20%    5.342       86.8%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
 672900  0.230711  99.54%    1.6557      26.9%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 655831  0.231486  99.87%    5.618       91.3%  ··  cjxl_0.10.1_d0e6g3num_threads0
 676484  0.231577  99.91%    1.8675      30.4%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 659218  0.231778  79.33%    6.153       68.1%  MR  cjxl_0.10.1_d0e5num_threads0
 659246  0.231803  79.34%    5.755       63.7%  ··  cjxl_0.10.1_d0e5E4num_threads0
 685557  0.243290  83.27%    5.646       62.5%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 685559  0.243291  83.27%    5.999       66.4%  ··  cjxl_0.10.1_d0e5g2num_threads0
 707276  0.249656  85.45%    5.496       60.8%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
 709636  0.251246  85.99%    5.820       64.4%  ··  cjxl_0.10.1_d0e5g3num_threads0
 889363  0.283106  96.90%    7.835       86.7%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 872807  0.283937  97.18%    8.100       89.6%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
 920016  0.286873  98.18%    8.625       95.4%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 903507  0.287871  98.53%    8.778       97.1%  ·R  cjxl_0.10.1_d0e4g2num_threads0
 885143  0.288567  98.76%    8.108       89.7%  ··  cjxl_0.10.1_d0e4E4num_threads0
 899694  0.289179  98.97%   19.19       212.3%  ·R  cjxl_0.10.1_d0e2g3num_threads0
 893483  0.290072  99.28%   19.71       218.0%  ·R  cjxl_0.10.1_d0e2g2num_threads0
 912929  0.292177  99.59%    9.038       44.8%  M·  cjxl_0.10.1_d0e4num_threads0
 915897  0.293389  59.40%   20.16        18.2%  MR  cjxl_0.10.1_d0e2num_threads0
 966698  0.308990  62.56%    1.8999       1.7%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
1000914  0.316062  63.99%    1.7911       1.6%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 977265  0.345897  70.03%    0.1063837    0.1%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1343650  0.493929  51.71%  111          738%    MR  cjxl_0.10.1_d0e1num_threads0
1475134  0.536954  56.21%    1.5409      10.3%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
2960717  0.950007  99.45%   14.46        96.3%  ··  cjxl_0.10.1_d0e3g3num_threads0
2954966  0.950938  99.55%   14.68        97.7%  ··  cjxl_0.10.1_d0e3g2num_threads0
2989869  0.955279   ····    15.02        ····   M·  cjxl_0.10.1_d0e3num_threads0

machine_learning, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
49  100.00%  1.50  100.00%  242843  0.24  1.00  0.83  all
 6   12.24%  1.66   13.53%  302073  0.18  1.00  0.82  digital_painting_like
49  100.00%  1.50  100.00%  242843  0.24  1.00  0.83  machine_learning
20   40.82%  1.53   41.51%  258303  0.22  1.00  0.82  photo_like
48   97.96%  1.50   97.87%  232887  0.23  1.00  0.83  visibly_opaque
 1    2.04%  1.57    2.13%  720731  0.46  1.00  0.82  visibly_transparent
48   97.96%  1.50   97.87%  232887  0.23  1.00  0.83  DirectClass_sRGB
 1    2.04%  1.57    2.13%  720731  0.46  1.00  0.82  DirectClass_sRGB_Alpha
27   55.10%  1.41   51.82%  230894  0.28  1.00  0.84  source_imagemagick->exiftool
22   44.90%  1.61   48.18%  257507  0.19  1.00  0.81  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e7E4g3num_threads0  99.68%  1050.2%     cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7g3num_threads0    99.66%   473.56%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.78%   391.81%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.44%   117.15%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5g3num_threads0    99.87%   134.56%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g2num_threads0  99.62%   121.12%    cjxl_0.10.1_d0e5num_threads0

                                             Mpx/s real % of denser milestone
                                             |        milestone
                       bpp % of denser milestone      |Pareto front for bpp and real time
B          bpp (mean)  |        Mpx/s real (mean)     ||  best of
 60528018   7.1299438   98.15%   0.04030557    44.4%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 60528831   7.1300734   98.15%   0.04036055    44.4%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 60528831   7.1300734   98.15%   0.04034428    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 60532489   7.1304467   98.15%   0.04031269    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 60532489   7.1304467   98.15%   0.04028533    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 60532968   7.1305351   98.15%   0.04033862    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 60532968   7.1305351   98.15%   0.04031853    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 60532949   7.1305366   98.15%   0.04033769    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 60532949   7.1305366   98.15%   0.04030781    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 60532949   7.1305366   98.15%   0.04030668    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 60532949   7.1305366   98.15%   0.04030266    44.4%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 60533522   7.1314196   98.17%   0.04073309    44.8%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 60533522   7.1314196   98.17%   0.04071846    44.8%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 60595993   7.1363148   98.23%   0.04025843    44.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 60595993   7.1363148   98.23%   0.04024736    44.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 60595993   7.1363148   98.23%   0.04020835    44.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 60595993   7.1363148   98.23%   0.04019672    44.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 60849673   7.1578242   98.53%   0.04400066    48.4%  ·R  cjxl_0.10.1_d0e10E3I100g2num_threads0
 60849673   7.1578242   98.53%   0.04397309    48.4%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 60817930   7.1804054   98.84%   0.178605     196.6%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 61325343   7.1937043   99.02%   0.04295753    47.3%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 61010904   7.2010413   99.13%   0.160373     176.6%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 61280345   7.2078926   99.22%   0.195397     215.1%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
 61472002   7.2146816   99.31%   0.06731472    74.1%  ··  cjxl_0.10.1_d0e10E3num_threads0
 61213967   7.2356460   99.60%   0.215143     236.9%  ·R  cjxl_0.10.1_d0e9g3num_threads0
 61398768   7.2412873   99.68%   0.95389     1050.2%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 61704138   7.2433673   99.71%   0.06079923    66.9%  ··  cjxl_0.10.1_d0e10I100num_threads0
 61493016   7.2515172   99.82%   0.264406     291.1%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
 61362024   7.2551011   99.87%   0.196406     216.2%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 61982924   7.2590295   99.92%   0.208489     229.5%  ··  cjxl_0.10.1_d0e9E4num_threads0
 61227255   7.2593023   99.93%   0.0837252     92.2%  ··  cjxl_0.10.1_d0e10g3num_threads0
 61645698   7.2597640   99.93%   0.236069     259.9%  ··  cjxl_0.10.1_d0e9g2num_threads0
 61609944   7.2618384   99.96%   0.287618     316.6%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
 61857691   7.2646009   99.48%   0.0908317     35.6%  M·  cjxl_0.10.1_d0e10num_threads0
 61661479   7.2694639   99.55%   0.96303      377.5%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 62151593   7.2754602   99.63%   0.04182874    16.4%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 61632744   7.2776893   99.66%   1.2080       473.6%  ·R  cjxl_0.10.1_d0e7g3num_threads0
 61709437   7.2860953   99.78%   0.282921     110.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
 61830836   7.2942007   99.89%   0.306882     120.3%  ··  cjxl_0.10.1_d0e8g2num_threads0
 62269574   7.3024143  100.00%   0.316536     124.1%  ··  cjxl_0.10.1_d0e8E4num_threads0
 62292322   7.3024281   99.56%   0.255081      74.9%  M·  cjxl_0.10.1_d0e9num_threads0
 62174052   7.3034763   99.57%   0.186559      54.8%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 61898787   7.3035435   99.57%   1.2291       360.7%  ·R  cjxl_0.10.1_d0e7g2num_threads0
 62134297   7.3184777   99.78%   1.3350       391.8%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 62449890   7.3257462   99.87%   0.89768      263.5%  ··  cjxl_0.10.1_d0e7E4num_threads0
 62497590   7.3349465   99.66%   0.340738      29.9%  M·  cjxl_0.10.1_d0e8num_threads0
 62029777   7.3422682   99.76%   0.210711      18.5%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 62029777   7.3422682   99.76%   0.209689      18.4%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 62014739   7.3584870   99.98%   0.196975      17.3%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 62014739   7.3584870   99.98%   0.196020      17.2%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 62679795   7.3599324   97.82%   1.1396        69.0%  M·  cjxl_0.10.1_d0e7num_threads0
 62169056   7.3692692   97.94%   0.194441      11.8%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 62189934   7.3768821   98.04%   0.210614      12.8%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 62189934   7.3768821   98.04%   0.209696      12.7%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 62565466   7.3793469   98.07%   1.7150       103.9%  ·R  cjxl_0.10.1_d0e6g3num_threads0
 63065269   7.3842707   98.14%   1.3489        81.7%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 62259336   7.3869216   98.18%   0.193869      11.7%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 63310609   7.4265633   98.70%   1.7663       107.0%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 63504011   7.4414498   98.90%   1.7503       106.0%  ··  cjxl_0.10.1_d0e6g2num_threads0
 63806994   7.4661254   99.23%   1.7837       108.0%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
 63883401   7.4688141   99.26%   1.2396        75.1%  ··  cjxl_0.10.1_d0e6E4num_threads0
 63953352   7.5147114   99.87%   2.2218       134.6%  ·R  cjxl_0.10.1_d0e5g3num_threads0
 64281207   7.5242066   99.03%   1.6512        72.7%  M·  cjxl_0.10.1_d0e6num_threads0
 64373445   7.5279852   99.08%   1.6751        73.7%  ··  cjxl_0.10.1_d0e5E4num_threads0
 64430205   7.5483943   99.35%   2.2830       100.5%  ·R  cjxl_0.10.1_d0e5g2num_threads0
 64244316   7.5491080   99.36%   2.6427       116.3%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 64508384   7.5688355   99.62%   2.7516       121.1%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
 64656895   7.5940745   99.95%   2.6678       117.4%  ··  cjxl_0.10.1_d0e4E4num_threads0
 64903839   7.5977824   99.17%   2.2718        58.1%  M·  cjxl_0.10.1_d0e5num_threads0
 64901665   7.6308805   99.60%   3.4360        87.8%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 65084714   7.6424147   99.75%   3.6696        93.8%  ·R  cjxl_0.10.1_d0e4g2num_threads0
 65165090   7.6615707   99.37%   3.9121        41.5%  MR  cjxl_0.10.1_d0e4num_threads0
 65614706   7.6892746   99.73%   8.983         95.3%  ·R  cjxl_0.10.1_d0e3g3num_threads0
 65657170   7.6958576   99.82%   9.207         97.6%  ·R  cjxl_0.10.1_d0e3g2num_threads0
 65786758   7.7098585   90.31%   9.430         63.3%  MR  cjxl_0.10.1_d0e3num_threads0
 67662362   7.7444612   90.72%   0.04363935     0.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 72164510   8.5370545   92.03%  14.91          34.9%  MR  cjxl_0.10.1_d0e2num_threads0
 72324351   8.5388269   92.05%  14.28          33.4%  ··  cjxl_0.10.1_d0e2g2num_threads0
 72505502   8.5434143   92.10%  13.97          32.7%  ··  cjxl_0.10.1_d0e2g3num_threads0
 79223384   9.2761871   ·····   42.73         ·····   MR  cjxl_0.10.1_d0e1num_threads0
 83304347   9.6639656   ·····    0.127608     ·····   ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 83304347   9.6639656   ·····    0.127143     ·····   ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 83353231   9.6752334   ·····    0.145771     ·····   ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 83353231   9.6752334   ·····    0.145341     ·····   ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
 83634184   9.7320183   ·····    0.181666     ·····   ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 90771737  10.398688    ·····    0.150752     ·····   ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
101926672  12.003134    ·····    0.132379     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
101934163  12.004065    ·····    0.132226     ·····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
102062860  12.015874    ·····    0.131734     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
102062860  12.015874    ·····    0.131676     ·····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
105972443  12.549582    ·····    0.03451143   ·····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

algorithmic, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone                                               size    speed real  compared to
cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0  94.79%  145.507%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e9g2num_threads0                                              99.45%  118.023%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6g2num_threads0                                              97.76%  100.09%     cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e2num_threads0                                                96.21%  163.8%      cjxl_0.10.1_d0e3num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                     bpp % of denser milestone     |Pareto front for bpp and real time
B         bpp (mean) |        Mpx/s real (mean)    ||  best of
11428184  1.4751944   87.34%    0.364924   123.4%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11432780  1.4767110   87.43%    0.340596   115.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
11696249  1.5198708   89.98%    0.340197   115.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11739659  1.5216951   90.09%    0.407080   137.6%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11739123  1.5221158   90.11%    0.403136   136.3%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11753655  1.5223502   90.13%    0.402808   136.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11746575  1.5226959   90.15%    0.403459   136.4%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11759338  1.5229421   90.16%    0.397440   134.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11758450  1.5231262   90.17%    0.372298   125.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
11747534  1.5233340   90.19%    0.377055   127.5%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
11744269  1.5235819   90.20%    0.374084   126.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
11764209  1.5237248   90.21%    0.367728   124.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
11751721  1.5241621   90.23%    0.373443   126.3%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
11888539  1.5366223   90.97%    0.201308    68.1%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11890784  1.5377553   91.04%    0.195921    66.2%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
12113902  1.5652952   92.67%    0.1121830   37.9%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
12220843  1.5816204   93.64%    0.207707    70.2%  ··  cjxl_0.10.1_d0e10E3num_threads0
12076043  1.6010347   94.79%    0.430359   145.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
12076771  1.6010985   94.79%    0.428451   144.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
12079535  1.6020215   94.84%    0.398652   134.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
12080376  1.6020952   94.85%    0.395274   133.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
12938460  1.6731162   99.05%    0.164828    55.7%  ··  cjxl_0.10.1_d0e10I100num_threads0
12858662  1.6890374  100.00%    0.113723    38.5%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
13045113  1.6891144   85.55%    0.295765    36.5%  M·  cjxl_0.10.1_d0e10num_threads0
13179258  1.7084119   86.53%    0.654939    80.9%  ·R  cjxl_0.10.1_d0e10g3num_threads0
13923655  1.8532453   93.86%    0.895090   110.5%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
14022471  1.8617786   94.29%    0.778086    96.1%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
14280708  1.8930521   95.88%    0.621516    76.8%  ··  cjxl_0.10.1_d0e9E4num_threads0
14868855  1.9612589   99.33%    0.876445   108.2%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
14829568  1.9634996   99.45%    0.955681   118.0%  ·R  cjxl_0.10.1_d0e9g2num_threads0
14939687  1.9744489   89.25%    0.809741    54.1%  M·  cjxl_0.10.1_d0e9num_threads0
14999927  1.9820332   89.60%    1.04178     69.6%  ·R  cjxl_0.10.1_d0e9g3num_threads0
15041752  1.9945458   90.16%    1.18609     79.2%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
15172314  2.0329356   91.90%    1.02396     68.4%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
15177001  2.0331704   91.91%    1.23708     82.6%  ·R  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
15200226  2.0421336   92.31%    0.848820    56.7%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
15201354  2.0421749   92.32%    0.945783    63.1%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
15762551  2.0826381   94.14%    0.929351    62.0%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
15765728  2.0829307   94.16%    1.03285     69.0%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
15781572  2.0897631   94.47%    1.3834      92.4%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
16091410  2.0942631   94.67%    0.125089     8.4%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
15917326  2.1123824   95.49%    1.4312      95.6%  ·R  cjxl_0.10.1_d0e8E4num_threads0
15823561  2.1155826   95.63%    1.3987      93.4%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
16802714  2.2121661   88.76%    1.4978      44.8%  MR  cjxl_0.10.1_d0e8num_threads0
16957052  2.2246067   89.26%    1.4357      42.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
16820086  2.2252254   89.29%    1.4557      43.5%  ··  cjxl_0.10.1_d0e8g2num_threads0
16764007  2.2407818   89.91%    1.02127     30.5%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
16811305  2.2453108   90.09%    1.02020     30.5%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
17712442  2.3685286   95.04%    3.0197      90.2%  ·R  cjxl_0.10.1_d0e7E4num_threads0
17709140  2.3812958   95.55%    3.0280      90.5%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
18754663  2.4922513   85.53%    3.3466      89.7%  MR  cjxl_0.10.1_d0e7num_threads0
18878769  2.5166479   86.36%    3.3587      90.0%  ·R  cjxl_0.10.1_d0e7g2num_threads0
18623267  2.5262868   86.70%    3.0112      80.7%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
18996215  2.5529474   87.61%    0.726433    19.5%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
19002052  2.5535516   87.63%    0.827279    22.2%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
19346660  2.6019882   89.29%    1.10786     29.7%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
19350301  2.6027659   89.32%    0.897295    24.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
19552544  2.6374471   90.51%    3.3730      90.4%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
19734824  2.6427379   90.69%    1.63730     43.9%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
20085856  2.6939882   92.45%    0.884558    23.7%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
20052628  2.6969029   92.55%    3.3069      88.7%  ··  cjxl_0.10.1_d0e7g3num_threads0
20053254  2.7080242   92.93%    3.3594      90.1%  ··  cjxl_0.10.1_d0e6E4num_threads0
20086863  2.7496567   94.36%    3.3032      88.6%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
21364445  2.8486087   97.76%    3.7332     100.1%  ·R  cjxl_0.10.1_d0e6g2num_threads0
21198337  2.8783702   98.78%    3.6553      98.0%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
21761129  2.9139782   91.98%    3.7300      91.6%  M·  cjxl_0.10.1_d0e6num_threads0
21510645  2.9198217   92.17%    3.6705      90.2%  ··  cjxl_0.10.1_d0e5E4num_threads0
22025920  2.9974779   94.62%    3.6546      89.8%  ··  cjxl_0.10.1_d0e6g3num_threads0
21888188  3.0108860   95.04%    3.5498      87.2%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
22429446  3.0320407   95.71%    0.410873    10.1%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
23391962  3.1393352   99.10%    4.0415      99.3%  ·R  cjxl_0.10.1_d0e5g2num_threads0
23581041  3.1679218   72.22%    4.0706      61.2%  MR  cjxl_0.10.1_d0e5num_threads0
24654708  3.2968325   75.15%    0.185575     2.8%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
24232988  3.3029210   75.29%    3.9540      59.4%  ··  cjxl_0.10.1_d0e5g3num_threads0
24745595  3.3489327   76.34%    0.230524     3.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
24749373  3.3499543   76.36%    0.226493     3.4%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
24932724  3.3505242   76.38%    0.1658171    2.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
24538794  3.3951668   77.40%    0.119389     1.8%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
27349000  3.8160440   86.99%    5.4608      82.1%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
27477195  3.8363330   87.45%    5.6212      84.5%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
27880972  3.9062607   89.05%    5.5933      84.1%  ··  cjxl_0.10.1_d0e4E4num_threads0
30864045  4.2763027   97.48%    6.3593      95.6%  ·R  cjxl_0.10.1_d0e4g3num_threads0
31124904  4.3063579   98.17%    6.5486      98.4%  ·R  cjxl_0.10.1_d0e4g2num_threads0
31597495  4.3867891   80.62%    6.6538      28.3%  MR  cjxl_0.10.1_d0e4num_threads0
38311602  5.4339866   99.86%   22.26        94.7%  ·R  cjxl_0.10.1_d0e2g3num_threads0
38328866  5.4363702   99.91%   22.69        96.5%  ·R  cjxl_0.10.1_d0e2g2num_threads0
38365055  5.4414370   96.21%   23.51       163.8%  MR  cjxl_0.10.1_d0e2num_threads0
42246682  5.6443803   99.80%   14.13        98.5%  ··  cjxl_0.10.1_d0e3g3num_threads0
42262309  5.6476970   99.86%   14.61       101.8%  ··  cjxl_0.10.1_d0e3g2num_threads0
42299589  5.6558255   91.12%   14.35        13.3%  M·  cjxl_0.10.1_d0e3num_threads0
42402314  6.2071493   ·····   108           ····   MR  cjxl_0.10.1_d0e1num_threads0

algorithmic (not jxl_art), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

                                                       speed real
fastest as dense as milestone                  size    |        compared to
cjxl_0.10.1_d0e10P1I100g3patches0num_threads0  86.59%  462.44%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0    93.09%  262.12%  cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0               97.25%  202.0%   cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e7g3num_threads0                 95.25%  101.2%   cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e2num_threads0                   98.82%  338%     cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e1num_threads0                   42.90%  786%     cjxl_0.10.1_d0e3num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                     bpp % of denser milestone   |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)   ||  best of
  784505  0.2102032  76.61%    0.675023  128.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
  786720  0.2106809  76.78%    0.641843  122.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
  788356  0.2125149  77.45%    0.636321  121.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
  860286  0.2261109  82.41%    0.76789   146.6%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
  860142  0.2261360  82.42%    0.77530   148.0%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
  860837  0.2262359  82.45%    0.76864   146.7%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
  861068  0.2265597  82.57%    0.76892   146.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
  862606  0.2266474  82.60%    0.72693   138.8%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
  862852  0.2266682  82.61%    0.72313   138.1%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
  863403  0.2267932  82.66%    0.72148   137.7%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
  863623  0.2271087  82.77%    0.71979   137.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
  873652  0.2294683  83.63%    0.75320   143.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
  876283  0.2300345  83.84%    0.70648   134.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
  884511  0.2319613  84.54%    0.371013   70.8%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
  887919  0.2327459  84.82%    0.363562   69.4%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
  889888  0.2328288  84.86%    0.80333   153.4%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
  890616  0.2329940  84.92%    0.79856   152.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
  890973  0.2330500  84.94%    0.75534   144.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
  891814  0.2332409  85.01%    0.74665   142.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
  904139  0.2375990  86.59%    2.42221   462.4%  ·R  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
  904355  0.2376366  86.61%    1.94619   371.6%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
  931858  0.2447355  89.19%    0.194730   37.2%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
  938486  0.2464130  89.81%    0.369344   70.5%  ··  cjxl_0.10.1_d0e10E3num_threads0
  951834  0.2497161  91.01%    1.69144   322.9%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
  952815  0.2498923  91.07%    1.49210   284.9%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 1002852  0.2620167  95.49%    1.7530    334.7%  ··  cjxl_0.10.1_d0e9E4g3num_threads0
 1019791  0.2631423  95.90%    1.2379    236.3%  ··  cjxl_0.10.1_d0e10g3num_threads0
 1033512  0.2692290  98.12%    1.4199    271.1%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 1052425  0.2720973  99.17%    0.284468   54.3%  ··  cjxl_0.10.1_d0e10I100num_threads0
 1061736  0.2743837  91.61%    0.52379    37.5%  M·  cjxl_0.10.1_d0e10num_threads0
 1067536  0.2773382  92.59%    1.95143   139.8%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
 1068845  0.2777534  92.73%    2.43377   174.4%  ·R  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 1084295  0.2788327  93.09%    3.65885   262.1%  ·R  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 1076072  0.2806868  93.71%    1.0777     77.2%  ··  cjxl_0.10.1_d0e9E4num_threads0
 1096065  0.2828194  94.42%    1.7022    121.9%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 1098043  0.2833268  94.59%    2.3508    168.4%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 1105094  0.2852197  95.22%    2.0179    144.6%  ··  cjxl_0.10.1_d0e9g3num_threads0
 1111966  0.2871441  95.87%    0.197118   14.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
 1113888  0.2885437  96.33%    2.5312    181.3%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
 1153063  0.2888967  96.45%    0.138264    9.9%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
 1117350  0.2898146  96.76%    2.4930    178.6%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
 1126705  0.2903784  96.95%    1.7308    124.0%  ··  cjxl_0.10.1_d0e9g2num_threads0
 1174498  0.2912514  97.24%    0.177611   12.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
 1176250  0.2919306  97.47%    0.176823   12.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
 1142051  0.2924372  97.63%    0.210716   15.1%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 1132924  0.2940439  98.17%    1.51521   108.6%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
 1133076  0.2943024  98.26%    1.73574   124.3%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 1159074  0.2995235  93.61%    1.3959     54.2%  M·  cjxl_0.10.1_d0e9num_threads0
 1163711  0.3022142  94.45%    2.4819     96.4%  ··  cjxl_0.10.1_d0e8E4num_threads0
 1227116  0.3031926  94.76%    0.161877    6.3%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
 1189836  0.3048162  95.27%    0.196648    7.6%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 1203118  0.3092790  96.66%    2.5656     99.7%  ··  cjxl_0.10.1_d0e8g2num_threads0
 1207955  0.3098915  96.85%    2.6030    101.2%  ··  cjxl_0.10.1_d0e8g3num_threads0
 1198018  0.3111737  97.25%    5.197     202.0%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 1233262  0.3196034  99.89%    5.092     197.9%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
 1241926  0.3199645  91.95%    2.5733     46.8%  M·  cjxl_0.10.1_d0e8num_threads0
 1275660  0.3311286  95.16%    5.127      93.2%  ··  cjxl_0.10.1_d0e7E4num_threads0
 1287452  0.3314700  95.25%    5.571     101.2%  ·R  cjxl_0.10.1_d0e7g3num_threads0
 1318189  0.3388770  97.38%    5.562     101.1%  ··  cjxl_0.10.1_d0e7g2num_threads0
 1349951  0.3479884  74.68%    5.503      93.1%  M·  cjxl_0.10.1_d0e7num_threads0
 1362714  0.3634005  77.99%    5.460      92.4%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
 1431023  0.3644532  78.22%    1.70673    28.9%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 1434208  0.3654263  78.43%    1.91796    32.5%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 1488882  0.3783056  81.19%    0.69690    11.8%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
 1489534  0.3921814  84.17%    5.831      98.7%  ·R  cjxl_0.10.1_d0e6g3num_threads0
 1516252  0.3996160  85.76%    5.471      92.6%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
 1511270  0.4008504  86.03%    1.92866    32.6%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 1518065  0.4022012  86.32%    1.93896    32.8%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 1602580  0.4242830  91.06%    5.542      93.8%  ··  cjxl_0.10.1_d0e6E4num_threads0
 1726850  0.4474096  96.02%    5.885      99.6%  ·R  cjxl_0.10.1_d0e6g2num_threads0
 1643502  0.4561260  97.89%    5.637      95.4%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
 1786160  0.4659451  82.71%    5.910      95.5%  MR  cjxl_0.10.1_d0e6num_threads0
 1758537  0.4832727  85.79%    5.771      93.3%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
 1847971  0.5025288  89.21%    6.097      98.5%  ·R  cjxl_0.10.1_d0e5g3num_threads0
 1854814  0.5076958  90.13%    5.863      94.8%  ··  cjxl_0.10.1_d0e5E4num_threads0
 2059793  0.5517020  97.94%    6.130      99.1%  ·R  cjxl_0.10.1_d0e5g2num_threads0
 2099923  0.5633215  83.44%    6.187      17.0%  MR  cjxl_0.10.1_d0e5num_threads0
 2000278  0.5695359  84.36%    9.168      25.2%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
 2124862  0.5985046  88.65%    9.420      25.9%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
 2146887  0.6092735  90.25%    9.554      26.3%  ·R  cjxl_0.10.1_d0e4E4num_threads0
 2308915  0.6395787  94.74%   10.10       27.8%  ·R  cjxl_0.10.1_d0e4g3num_threads0
 2389496  0.6695091  99.17%   34.4        94.8%  ·R  cjxl_0.10.1_d0e2g3num_threads0
 2396314  0.6713079  99.44%   34.8        95.9%  ·R  cjxl_0.10.1_d0e2g2num_threads0
 2450967  0.6722400  99.58%   10.48       28.9%  ··  cjxl_0.10.1_d0e4g2num_threads0
 2410026  0.6751055  98.82%   36.3       338%    MR  cjxl_0.10.1_d0e2num_threads0
 2472549  0.6831800  60.54%   10.74        6.3%  M·  cjxl_0.10.1_d0e4num_threads0
 2876861  0.7640680  67.70%    1.6649      1.0%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 2994137  1.128530   42.90%  169         786%    MR  cjxl_0.10.1_d0e1num_threads0
10178058  2.630350    ····    21.53       ····   M·  cjxl_0.10.1_d0e3num_threads0
10207956  2.636481    ····    22.50       ····   ··  cjxl_0.10.1_d0e3g2num_threads0
10222586  2.639973    ····    21.58       ····   ··  cjxl_0.10.1_d0e3g3num_threads0

jxl_art, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone                                               size    speed real  compared to
cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0  95.45%  128.473%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e9g2num_threads0                                              99.60%  106.118%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6g2num_threads0                                              97.87%  100.89%     cjxl_0.10.1_d0e6num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                     bpp % of denser milestone   |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)   ||  best of
10643679  2.2716703  88.05%   0.169676   111.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
10646060  2.2738411  88.14%   0.150923    99.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10885686  2.3373516  90.60%   0.173441   114.0%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10879517  2.3374175  90.60%   0.175235   115.1%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10878837  2.3381189  90.63%   0.173478   114.0%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10892587  2.3382183  90.63%   0.172290   113.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10887926  2.3382706  90.64%   0.154442   101.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10885738  2.3389856  90.66%   0.173531   114.0%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
10894827  2.3391373  90.67%   0.153505   100.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10884928  2.3397663  90.69%   0.156763   103.0%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
10881417  2.3401572  90.71%   0.154313   101.4%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10888318  2.3410239  90.74%   0.154307   101.4%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
10907893  2.3430209  90.82%   0.153748   101.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11004028  2.3580755  91.40%   0.0944572   62.1%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11002865  2.3594279  91.46%   0.0903703   59.4%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
11182044  2.3967587  92.90%   0.0602090   39.6%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
11282357  2.4223066  93.89%   0.105935    69.6%  ··  cjxl_0.10.1_d0e10E3num_threads0
11186155  2.4624977  95.45%   0.195528   128.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11186155  2.4624977  95.45%   0.195421   128.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11188562  2.4639664  95.51%   0.174073   114.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11188562  2.4639664  95.51%   0.174037   114.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11886035  2.5552392  99.05%   0.0894994   58.8%  ··  cjxl_0.10.1_d0e10I100num_threads0
11668826  2.5605841  99.25%   0.0615106   40.4%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
11983377  2.5798708  85.17%   0.152194    34.5%  M·  cjxl_0.10.1_d0e10num_threads0
12159467  2.6183964  86.44%   0.287875    65.3%  ·R  cjxl_0.10.1_d0e10g3num_threads0
12920803  2.8551300  94.26%   0.354926    80.5%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
12988959  2.8644950  94.57%   0.374011    84.9%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
13204636  2.9082451  96.01%   0.334289    75.9%  ··  cjxl_0.10.1_d0e9E4num_threads0
13702863  3.0169462  99.60%   0.467666   106.1%  ·R  cjxl_0.10.1_d0e9g2num_threads0
13772790  3.0180542  99.64%   0.356540    80.9%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
13780613  3.0290316  89.00%   0.440705    53.7%  M·  cjxl_0.10.1_d0e9num_threads0
13894833  3.0503973  89.62%   0.427208    52.1%  ··  cjxl_0.10.1_d0e9g3num_threads0
13943709  3.0719799  90.26%   0.452755    55.2%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
14267959  3.1633091  92.94%   0.443302    54.0%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
14272862  3.1637153  92.95%   0.490885    59.8%  ·R  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
14331520  3.1643224  92.97%   0.475559    57.9%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
14331528  3.1644583  92.98%   0.439886    53.6%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
14247411  3.1705819  93.16%   0.443793    54.1%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
14249520  3.1707601  93.16%   0.476296    58.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
14667684  3.2238643  94.72%   0.66070     80.5%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
14949359  3.2287461  94.86%   0.0711759    8.7%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
14753615  3.2521180  95.55%   0.76968     93.8%  ·R  cjxl_0.10.1_d0e8E4num_threads0
14706211  3.2651402  95.93%   0.70966     86.5%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
15252737  3.3992571  99.87%   0.449951    54.8%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
15560788  3.4035523  88.58%   0.82069     41.3%  MR  cjxl_0.10.1_d0e8num_threads0
15293240  3.4057873  88.64%   0.441727    22.2%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
15749097  3.4301681  89.27%   0.70071     35.2%  ··  cjxl_0.10.1_d0e8g3num_threads0
15616968  3.4315620  89.31%   0.75684     38.1%  ··  cjxl_0.10.1_d0e8g2num_threads0
16436782  3.6513360  95.03%   1.6930      85.1%  ·R  cjxl_0.10.1_d0e7E4num_threads0
16475878  3.6793984  95.76%   1.7287      86.9%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
17404712  3.8423428  86.24%   1.9888      84.4%  MR  cjxl_0.10.1_d0e7num_threads0
17560580  3.8878370  87.26%   1.9717      83.6%  ··  cjxl_0.10.1_d0e7g2num_threads0
17208995  3.9091231  87.74%   0.393229    16.7%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
17425249  3.9209877  88.01%   1.6352      69.4%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
17863291  3.9752200  89.22%   0.229795     9.7%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
17868976  3.9760418  89.24%   0.255284    10.8%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
18036292  4.0464519  90.82%   2.0522      87.1%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
18277815  4.0653953  91.25%   0.273020    11.6%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
18282765  4.0669241  91.28%   0.233582     9.9%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
18650529  4.1311226  92.72%   0.364474    15.5%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
18450674  4.1459353  93.06%   1.9850      84.2%  ··  cjxl_0.10.1_d0e6E4num_threads0
18765176  4.1862495  93.96%   1.8814      79.8%  ··  cjxl_0.10.1_d0e7g3num_threads0
18724149  4.2521142  95.44%   1.9456      82.5%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
19637595  4.3604747  97.87%   2.3784     100.9%  ·R  cjxl_0.10.1_d0e6g2num_threads0
19439800  4.3863945  98.45%   2.3229      98.5%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
19655831  4.4385676  99.62%   2.2900      97.1%  ··  cjxl_0.10.1_d0e5E4num_threads0
19974969  4.4553324  92.67%   2.3575      86.1%  M·  cjxl_0.10.1_d0e6num_threads0
20244686  4.6194386  96.08%   2.2360      81.7%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
20536386  4.6378497  96.46%   2.2843      83.4%  ··  cjxl_0.10.1_d0e6g3num_threads0
20940564  4.7029109  97.82%   0.230783     8.4%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
21332169  4.7685858  99.18%   2.7266      99.6%  ·R  cjxl_0.10.1_d0e5g2num_threads0
21481118  4.8078553  71.56%   2.7379      67.1%  MR  cjxl_0.10.1_d0e5num_threads0
22385017  5.0661310  75.40%   2.6045      63.8%  ··  cjxl_0.10.1_d0e5g3num_threads0
23427592  5.1817169  77.12%   0.200497     4.9%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
23571097  5.2741395  78.50%   0.263839     6.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
23573123  5.2753766  78.52%   0.257766     6.3%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
23779661  5.2782155  78.56%   0.183165     4.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
23426828  5.3520700  79.66%   0.0704495    1.7%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
25348722  5.8601418  87.22%   3.1267      76.6%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
25352333  5.8749658  87.44%   3.2296      79.1%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
25734085  5.9821415  89.04%   3.0997      75.9%  ··  cjxl_0.10.1_d0e4E4num_threads0
28555130  6.5660919  97.73%   4.006       98.2%  ·R  cjxl_0.10.1_d0e4g3num_threads0
28673937  6.5945061  98.15%   4.071       99.7%  ·R  cjxl_0.10.1_d0e4g2num_threads0
29124946  6.7186911  88.86%   4.082       41.5%  MR  cjxl_0.10.1_d0e4num_threads0
32024096  7.5360443  99.67%   9.448       96.1%  ·R  cjxl_0.10.1_d0e3g3num_threads0
32054353  7.5436475  99.77%   9.651       98.2%  ·R  cjxl_0.10.1_d0e3g2num_threads0
32121531  7.5607547  89.56%   9.826       63.6%  MR  cjxl_0.10.1_d0e3num_threads0
35922106  8.4338429  99.90%  14.60        94.5%  ·R  cjxl_0.10.1_d0e2g3num_threads0
35932552  8.4365945  99.93%  15.06        97.5%  ·R  cjxl_0.10.1_d0e2g2num_threads0
35955029  8.4424606  89.77%  15.45        22.2%  MR  cjxl_0.10.1_d0e2num_threads0
39408177  9.4047987   ····   69.5         ····   MR  cjxl_0.10.1_d0e1num_threads0

mixed, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  97.23%  274.931%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0    99.42%  152.72%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.12%  246.48%     cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.21%  113.53%     cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4g2num_threads0  98.58%  105.02%     cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e5g2num_threads0    99.93%  101.07%     cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.92%  105.5%      cjxl_0.10.1_d0e4num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                     bpp % of denser milestone   |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)   ||  best of
14783119  3.7928133  94.45%   0.0576629   58.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14789469  3.7943763  94.49%   0.0597106   60.5%  ·R  cjxl_0.10.1_d0e10E3I100g3num_threads0
14791306  3.7948373  94.50%   0.0597139   60.5%  ·R  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14791525  3.7949485  94.50%   0.0600107   60.8%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
14790623  3.7965936  94.54%   0.0600096   60.8%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14791511  3.7968815  94.55%   0.0601266   61.0%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14796745  3.8020517  94.68%   0.0572470   58.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14958969  3.8311151  95.40%   0.0581302   58.9%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14958969  3.8311151  95.40%   0.0580946   58.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14961990  3.8319215  95.42%   0.0595663   60.4%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14960581  3.8334165  95.46%   0.0583443   59.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14960581  3.8334165  95.46%   0.0583442   59.1%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14962707  3.8381305  95.58%   0.0562228   57.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
15001640  3.8401507  95.63%   0.0521513   52.9%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
15192517  3.8806562  96.64%   0.0510131   51.7%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
15227124  3.8857680  96.76%   0.0449058   45.5%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
15185547  3.9043287  97.23%   0.271195   274.9%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
15342146  3.9180055  97.57%   0.0719441   72.9%  ··  cjxl_0.10.1_d0e10E3num_threads0
15437764  3.9564854  98.53%   0.264605   268.2%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
15575085  3.9807645  99.13%   0.135020   136.9%  ··  cjxl_0.10.1_d0e10g3num_threads0
15664690  3.9864795  99.27%   0.0648597   65.8%  ··  cjxl_0.10.1_d0e10I100num_threads0
15696529  4.0049747  99.73%   0.253065   256.6%  ··  cjxl_0.10.1_d0e9E4num_threads0
15768288  4.0157033  98.31%   0.0986413   30.3%  M·  cjxl_0.10.1_d0e10num_threads0
15781974  4.0188671  98.39%   0.0511293   15.7%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
15729455  4.0216116  98.45%   0.261396    80.2%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
15724854  4.0365779  98.82%   0.45378    139.3%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
15803844  4.0411045  98.93%   0.34523    106.0%  ··  cjxl_0.10.1_d0e9g3num_threads0
15903301  4.0611253  99.42%   0.49763    152.7%  ·R  cjxl_0.10.1_d0e8E4num_threads0
15830076  4.0617645  99.44%   0.329280   101.1%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
15926025  4.0642011  99.50%   0.33643    103.3%  ··  cjxl_0.10.1_d0e9g2num_threads0
15831890  4.0645874  99.51%   0.46905    144.0%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
16059933  4.0847630  99.05%   0.32584     60.4%  M·  cjxl_0.10.1_d0e9num_threads0
15952015  4.0874249  99.12%   1.3305     246.5%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
16037671  4.1096029  99.66%   1.2881     238.6%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
16131082  4.1192067  99.89%   1.1833     219.2%  ··  cjxl_0.10.1_d0e7E4num_threads0
16184295  4.1237856  98.46%   0.53983     36.2%  M·  cjxl_0.10.1_d0e8num_threads0
16113918  4.1242348  98.47%   0.48509     32.5%  ··  cjxl_0.10.1_d0e8g3num_threads0
15100035  4.1356543  98.74%   0.0584935    3.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
15103104  4.1384316  98.81%   0.0584361    3.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
16172808  4.1386674  98.82%   0.50242     33.7%  ··  cjxl_0.10.1_d0e8g2num_threads0
16201309  4.1551449  99.21%   1.6920     113.5%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
16334114  4.1731525  99.64%   1.5720     105.5%  ··  cjxl_0.10.1_d0e7g3num_threads0
15284936  4.1753032  99.69%   0.0573603    3.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
15288005  4.1780805  99.76%   0.0573440    3.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
16435079  4.1882500  95.93%   1.4903      75.7%  M·  cjxl_0.10.1_d0e7num_threads0
16402249  4.1890225  95.94%   1.5862      80.6%  ··  cjxl_0.10.1_d0e7g2num_threads0
16274148  4.1932827  96.04%   0.298622    15.2%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
16309269  4.1989371  96.17%   0.323391    16.4%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
16469196  4.2084311  96.39%   1.6629      84.5%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
16328981  4.2210231  96.68%   0.307733    15.6%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
16508496  4.2511721  97.37%   0.287056    14.6%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
16520745  4.2518184  97.38%   0.315528    16.0%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
16645298  4.2567074  97.50%   1.5805      80.3%  ··  cjxl_0.10.1_d0e6E4num_threads0
16692839  4.2679629  97.75%   2.0582     104.6%  ·R  cjxl_0.10.1_d0e6g3num_threads0
16656072  4.2690965  97.78%   2.0365     103.5%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
16545601  4.2724882  97.86%   0.297373    15.1%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
16831802  4.3041205  98.58%   2.0664     105.0%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
16893288  4.3210682  98.97%   1.9820     100.7%  ··  cjxl_0.10.1_d0e5E4num_threads0
16976038  4.3228314  99.01%   2.0605     104.7%  ··  cjxl_0.10.1_d0e6g2num_threads0
16671842  4.3272793  99.11%   0.315922    16.1%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
17113570  4.3660739  97.72%   1.9677      80.0%  M·  cjxl_0.10.1_d0e6num_threads0
16820699  4.3688626  97.78%   0.310600    12.6%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
17344079  4.4275886  99.10%   2.4291      98.8%  ·R  cjxl_0.10.1_d0e5g3num_threads0
17427267  4.4334730  99.23%   0.290219    11.8%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
17535592  4.4646765  99.93%   2.4847     101.1%  ·R  cjxl_0.10.1_d0e5g2num_threads0
17517561  4.4679523  91.42%   2.4584      67.7%  M·  cjxl_0.10.1_d0e5num_threads0
18368938  4.6575197  95.29%   3.0611      84.3%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
18369380  4.6575548  95.30%   3.0301      83.5%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
18408309  4.6668141  95.49%   2.7615      76.1%  ··  cjxl_0.10.1_d0e4E4num_threads0
17991511  4.8556985  99.35%   0.0529120    1.5%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
19364227  4.8824261  99.90%   3.783      104.2%  ·R  cjxl_0.10.1_d0e4g3num_threads0
19369273  4.8836287  99.92%   3.831      105.5%  ·R  cjxl_0.10.1_d0e4g2num_threads0
19372840  4.8874760  90.32%   3.630       38.7%  M·  cjxl_0.10.1_d0e4num_threads0
20106558  5.0970698  94.19%   0.170819     1.8%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
20162201  5.1102720  94.43%   0.171715     1.8%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
20162394  5.1109237  94.45%   0.171106     1.8%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
20263453  5.1314383  94.82%   0.171981     1.8%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
20315322  5.1811898  95.74%   0.254137     2.7%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
21271465  5.3981186  99.75%   9.036       96.4%  ·R  cjxl_0.10.1_d0e3g3num_threads0
21287020  5.4028835  99.84%   9.288       99.1%  ·R  cjxl_0.10.1_d0e3g2num_threads0
21323295  5.4115054  94.80%   9.374       63.1%  MR  cjxl_0.10.1_d0e3num_threads0
22681931  5.7080669  92.19%  14.86        28.1%  MR  cjxl_0.10.1_d0e2num_threads0
22796543  5.7158260  92.32%  14.50        27.4%  ··  cjxl_0.10.1_d0e2g2num_threads0
22895120  5.7234621  92.44%  14.10        26.7%  ··  cjxl_0.10.1_d0e2g3num_threads0
22612060  6.1738253  99.72%   0.212659     0.4%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
24207927  6.1913684   ····   52.8         ····   MR  cjxl_0.10.1_d0e1num_threads0
24120787  6.3103495   ····    0.217942    ····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
24194905  6.3194185   ····    0.0526363   ····   ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
24237706  6.4117069   ····    0.197657    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
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

misc, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > here

                                         patches/no patches (mean)
images       Mpx (mean)     colors (mean)|     e3/e1 (mean)
|   share    |     share    |      colors/px (mean)  tag
22  100.00%  0.96  100.00%  64732  0.09  1.01  0.97  all
22  100.00%  0.96  100.00%  64732  0.09  1.01  0.97  misc
20   90.91%  1.01   96.17%  65586  0.09  1.01  0.96  visibly_opaque
 2    9.09%  0.40    3.83%  56192  0.13  1.00  1.00  visibly_transparent
12   54.55%  1.15   65.81%  83692  0.10  1.02  0.81  DirectClass_sRGB
 6   27.27%  0.53   15.16%  69908  0.14  1.00  1.26  DirectClass_sRGB_Alpha
 3   13.64%  1.29   18.43%    113  0.00  1.00  0.83  PseudoClass_Gray
 1    4.55%  0.13    0.60%     14  0.00  1.00  1.52  PseudoClass_sRGB
16   72.73%  1.06   80.87%  69400  0.09  1.02  0.87  source_imagemagick->exiftool
 1    4.55%  1.50    7.12%   6552  0.00  1.00  0.84  source_sdl
 2    9.09%  0.26    2.48%   5932  0.02  1.00  1.59  source_web
 3   13.64%  0.67    9.53%  98426  0.19  1.00  1.12  source_web->exiftool

                                          speed real
fastest as dense as milestone     size    |        compared to
cjxl_0.10.1_d0e8E4num_threads0    98.87%  170.19%  cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g2num_threads0  98.73%  105.76%  cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4num_threads0    96.57%  100.0%   cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4g2num_threads0    98.68%  102.2%   cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e3g2num_threads0    99.97%  100.3%   cjxl_0.10.1_d0e3num_threads0

                                         Mpx/s real % of denser milestone
                                         |       milestone
                     bpp % of denser milestone   |Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s real (mean)   ||  best of
 9253383  4.1152344  89.56%   0.113342    61.6%  ·R  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 9256684  4.1166096  89.59%   0.113901    61.9%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 9257039  4.1172781  89.61%   0.113223    61.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 9259628  4.1270972  89.82%   0.128251    69.7%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 9259800  4.1271980  89.82%   0.128577    69.9%  ·R  cjxl_0.10.1_d0e10E3I100g3num_threads0
 9260896  4.1278107  89.84%   0.128777    70.0%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 9255718  4.1279255  89.84%   0.0920740   50.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 9273135  4.1284833  89.85%   0.0889917   48.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 9256622  4.1331323  89.95%   0.111358    60.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 9241741  4.1340135  89.97%   0.129215    70.2%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 9269252  4.1401926  90.11%   0.109772    59.6%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 9266316  4.1508203  90.34%   0.0917519   49.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 9273076  4.1515302  90.35%   0.129322    70.3%  ·R  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 9413513  4.1866490  91.12%   0.101319    55.1%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 9435098  4.1895566  91.18%   0.0775693   42.1%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 9415727  4.1980001  91.36%   0.105512    57.3%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 9493987  4.2273782  92.00%   0.133341    72.4%  ·R  cjxl_0.10.1_d0e10E3num_threads0
 9718568  4.2344470  92.16%   0.121295    65.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 9719622  4.2347025  92.16%   0.121316    65.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 9724987  4.2457235  92.40%   0.136618    74.2%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 9726041  4.2459791  92.41%   0.136745    74.3%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 9751042  4.2872557  93.31%   0.0841245   45.7%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
10138249  4.5523769  99.08%   0.115482    62.7%  ··  cjxl_0.10.1_d0e10I100num_threads0
10699689  4.5807466  99.69%   0.0888668   48.3%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
10207991  4.5948379  92.30%   0.184046    34.7%  MR  cjxl_0.10.1_d0e10num_threads0
10233113  4.6270745  92.95%   0.262440    49.4%  ·R  cjxl_0.10.1_d0e10g3num_threads0
10543615  4.6908101  94.23%   0.43916     82.7%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
10737728  4.7572026  95.56%   0.41887     78.9%  ··  cjxl_0.10.1_d0e9E4num_threads0
10745483  4.7799943  96.02%   0.45161     85.0%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
10916932  4.8791498  98.01%   0.82439    155.2%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
10954203  4.9056856  98.54%   0.496306    93.5%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
11006209  4.9089393  98.61%   0.476006    89.6%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
11051175  4.9139938  98.71%   0.519935    97.9%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
11005242  4.9202124  98.84%   0.39814     75.0%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
11008022  4.9217929  98.87%   0.90382    170.2%  ·R  cjxl_0.10.1_d0e8E4num_threads0
11034135  4.9514297  99.46%   0.83266    156.8%  ··  cjxl_0.10.1_d0e8E4g2num_threads0
11079984  4.9534609  99.50%   0.52250     98.4%  ··  cjxl_0.10.1_d0e9g3num_threads0
11118484  4.9614184  99.66%   0.468127    88.1%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
11160771  4.9647133  99.73%   0.503985    94.9%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
11142850  4.9781218  97.22%   0.53107     55.4%  M·  cjxl_0.10.1_d0e9num_threads0
11153683  4.9959796  97.56%   0.52037     54.3%  ··  cjxl_0.10.1_d0e9g2num_threads0
11247704  5.0855717  99.31%   0.498599    52.0%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
11281676  5.0862766  99.33%   0.528751    55.2%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
11410254  5.1198588  99.98%   0.86190     89.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
11399331  5.1207159  94.71%   0.95829     42.4%  MR  cjxl_0.10.1_d0e8num_threads0
11465633  5.1624676  95.49%   0.88234     39.1%  ··  cjxl_0.10.1_d0e8g2num_threads0
11653208  5.1853747  95.91%   1.9683      87.1%  ·R  cjxl_0.10.1_d0e7E4num_threads0
11977117  5.1937088  96.06%   0.261482    11.6%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
11695046  5.2035970  96.25%   1.9170      84.9%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
12013956  5.2217127  96.58%   0.255008    11.3%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
12042756  5.2255515  96.65%   0.274477    12.2%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
12034344  5.2287883  96.71%   0.268285    11.9%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
11757660  5.2406463  96.93%   1.9478      86.2%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
12038277  5.2433389  96.98%   0.471648    20.9%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
11601116  5.2468830  97.05%   0.467302    20.7%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
11901230  5.2943966  97.93%   2.3089     102.2%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
11720961  5.3235484  98.47%   0.465664    20.6%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
12064352  5.3380850  98.73%   2.3887     105.8%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
12148658  5.3792287  99.50%   2.3439     103.8%  ··  cjxl_0.10.1_d0e6E4num_threads0
12111134  5.4064936  94.99%   2.2586      82.1%  M·  cjxl_0.10.1_d0e7num_threads0
12571813  5.4126418  95.10%   0.237617     8.6%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
12247027  5.4612966  95.95%   2.647       96.3%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
12247188  5.4681309  96.07%   2.2550      82.0%  ··  cjxl_0.10.1_d0e7g2num_threads0
12257403  5.4699851  96.10%   2.1608      78.6%  ··  cjxl_0.10.1_d0e7g3num_threads0
12376566  5.4964294  96.57%   2.750      100.0%  ·R  cjxl_0.10.1_d0e5E4num_threads0
12414775  5.5084984  96.78%   2.721       99.0%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
12575490  5.6029741  98.44%   2.670       97.1%  ··  cjxl_0.10.1_d0e6g3num_threads0
12714004  5.6270701  98.86%   2.741       99.7%  ··  cjxl_0.10.1_d0e6g2num_threads0
12816765  5.6918110  97.20%   2.750       84.7%  M·  cjxl_0.10.1_d0e6num_threads0
13232620  5.8312007  99.59%   0.0912218    2.8%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
13145600  5.8510441  99.92%   3.068       94.5%  ·R  cjxl_0.10.1_d0e5g3num_threads0
13151221  5.8554950  89.17%   3.247       66.4%  MR  cjxl_0.10.1_d0e5num_threads0
13216146  5.8612554  89.25%   3.165       64.7%  ··  cjxl_0.10.1_d0e5g2num_threads0
13064573  5.9557100  90.69%   0.44549      9.1%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
13590617  6.0287607  91.80%   3.993       81.6%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
13651734  6.0432785  92.03%   4.168       85.2%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
14132460  6.1107087  93.05%   0.299164     6.1%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
13884829  6.1294622  93.34%   4.080       83.4%  ··  cjxl_0.10.1_d0e4E4num_threads0
14168978  6.1495835  93.64%   0.301980     6.2%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
14252810  6.1793597  94.10%   0.326858     6.7%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
14288681  6.2064559  94.51%   0.320002     6.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
14506742  6.4782426  98.65%   4.898      100.1%  ·R  cjxl_0.10.1_d0e4g3num_threads0
14520706  6.4803931  98.68%   4.998      102.2%  ·R  cjxl_0.10.1_d0e4g2num_threads0
14737330  6.5669278  87.98%   4.891       44.3%  M·  cjxl_0.10.1_d0e4num_threads0
16218719  7.4619598  99.97%  11.06       100.3%  ·R  cjxl_0.10.1_d0e3g2num_threads0
16222444  7.4624240  99.97%  10.91        98.9%  ··  cjxl_0.10.1_d0e3g3num_threads0
16227126  7.4645321  98.01%  11.03        65.1%  M·  cjxl_0.10.1_d0e3num_threads0
17615633  7.6159289  92.63%  16.95        30.3%  MR  cjxl_0.10.1_d0e2num_threads0
17638548  7.6175935  92.65%  16.27        29.1%  ··  cjxl_0.10.1_d0e2g2num_threads0
17678753  7.6227242  92.72%  16.22        29.0%  ··  cjxl_0.10.1_d0e2g3num_threads0
19053772  8.2215144   ····   56.0         ····   MR  cjxl_0.10.1_d0e1num_threads0

(not 3d algorithmic digital_painting film game icon logo machine_learning photo pixel_art pixel_art_scaled text texture ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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
103  100.00%  1.74  100.00%  101297  0.10  1.00  0.92  all                2   1.94%  0.92   1.03%   16480  0.02  1.00  0.75  thumbnail
 18   17.48%  1.57   15.80%  194320  0.19  1.00  1.03  album_art          3   2.91%  4.39   7.36%    7306  0.00  1.00  0.75  vector
  3    2.91%  1.82    3.05%  116147  0.06  1.00  0.85  blend             95  92.23%  1.70  90.36%  104018  0.10  1.00  0.93  visibly_opaque
  1    0.97%  0.08    0.05%   45979  0.57  1.00  0.82  boxed              8   7.77%  2.16   9.64%   68990  0.09  1.00  0.86  visibly_transparent
 13   12.62%  2.18   15.85%   19687  0.01  0.96  0.95  chart             68  66.02%  1.63  61.82%  115088  0.10  0.99  0.85  DirectClass_sRGB
 10    9.71%  3.96   22.12%   96842  0.03  1.00  0.83  comic             24  23.30%  1.70  22.75%  108574  0.12  0.99  1.14  DirectClass_sRGB_Alpha
  3    2.91%  1.12    1.87%   25396  0.03  1.00  0.88  dither_mean        9   8.74%  2.91  14.64%     194  0.00  1.00  0.85  PseudoClass_Gray
  3    2.91%  4.61    7.73%   60717  0.04  1.01  0.87  edit               2   1.94%  0.71   0.79%      45  0.00  1.01  1.28  PseudoClass_sRGB
  1    0.97%  2.07    1.16%   85479  0.04  1.00  0.96  glitch             1   0.97%  0.92   0.51%   29867  0.03  1.00  0.75  source_gimp
  2    1.94%  1.72    1.92%  146688  0.09  1.00  0.80  gregstump          1   0.97%  1.17   0.65%   26611  0.02  1.00  2.11  source_gimp->exiftool
  2    1.94%  0.83    0.93%   23118  0.28  1.00  0.82  lossy              1   0.97%  0.43   0.24%   72842  0.17  1.00  0.80  source_gnome_screenshot->exiftool
 22   21.36%  0.96   11.76%   64732  0.09  1.01  0.97  misc              71  68.93%  1.71  67.87%   76845  0.08  1.00  0.86  source_imagemagick->exiftool
 21   20.39%  1.42   16.67%  131078  0.11  0.99  0.90  mixed              2   1.94%  1.79   2.00%   59126  0.03  1.00  0.80  source_sdl
  6    5.83%  2.39    8.00%   31417  0.08  1.00  0.82  optical_illusion  20  19.42%  2.01  22.42%  198220  0.17  1.00  1.00  source_unknown->exiftool
  2    1.94%  0.19    0.21%   60926  0.41  1.00  0.84  painting           2   1.94%  0.26   0.29%    5932  0.02  1.00  1.59  source_web
  2    1.94%  0.40    0.45%   46824  0.13  1.00  0.92  stereogram         5   4.85%  2.15   6.01%  150748  0.14  0.97  1.07  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g2num_threads0  98.98%  290.930%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0    99.01%  172.018%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e6E4g2num_threads0  99.45%  105.32%     cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e5E4g2num_threads0  97.74%  100.07%     cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.49%  102.43%     cjxl_0.10.1_d0e4num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                      bpp % of denser milestone    |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)    ||  best of
 81539171  4.4561947  91.25%   0.1023507    71.2%  ·R  cjxl_0.10.1_d0e10E3I100g3num_threads0
 81537394  4.4564152  91.25%   0.1047698    72.9%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
 81531731  4.4565008  91.25%   0.1019997    70.9%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 81543427  4.4575386  91.28%   0.1034416    71.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 81518469  4.4585101  91.30%   0.07959465   55.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 81546581  4.4603530  91.33%   0.1037708    72.2%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 81688357  4.4615915  91.36%   0.09960280   69.3%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 81700529  4.4621987  91.37%   0.1014124    70.5%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 81546690  4.4622080  91.37%   0.07984905   55.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 81691335  4.4624406  91.38%   0.09986821   69.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 81732739  4.4656410  91.44%   0.09824098   68.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 81706989  4.4659182  91.45%   0.09780084   68.0%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 81701324  4.4668784  91.47%   0.08100251   56.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 82449067  4.5276606  92.71%   0.08418687   58.6%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 82639279  4.5344213  92.85%   0.07820900   54.4%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 82953968  4.5751182  93.68%   0.1300345    90.4%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 83000826  4.5771757  93.73%   0.1340724    93.2%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 83138541  4.5816951  93.82%   0.1283115    89.2%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 83189867  4.5838244  93.86%   0.1248425    86.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 84045176  4.6267525  94.74%   0.06324451   44.0%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 84570630  4.6623603  95.47%   0.1038944    72.3%  ··  cjxl_0.10.1_d0e10E3num_threads0
 86767813  4.7416272  97.09%   0.412912    287.2%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 87303366  4.8016244  98.32%   0.2163338   150.5%  ··  cjxl_0.10.1_d0e10g3num_threads0
 86463826  4.8143869  98.58%   0.06629245   46.1%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 88434300  4.8336785  98.98%   0.418314    290.9%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
 87636690  4.8463098  99.24%   0.09205421   64.0%  ··  cjxl_0.10.1_d0e10I100num_threads0
 88184661  4.8835924  95.89%   0.1437850    29.2%  M·  cjxl_0.10.1_d0e10num_threads0
 90176739  4.9065491  96.34%   0.702966    142.9%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 89938070  4.9179340  96.56%   0.368438     74.9%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 89842510  4.9275050  96.75%   0.471850     95.9%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 90660457  4.9434268  97.06%   0.381567     77.5%  ··  cjxl_0.10.1_d0e9E4num_threads0
 90581259  4.9463942  97.12%   0.498398    101.3%  ··  cjxl_0.10.1_d0e9g3num_threads0
 90882934  4.9704767  97.59%   0.773123    157.1%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 91572850  4.9948110  98.07%   0.454949     92.5%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 91897564  5.0089185  98.35%   0.483691     98.3%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 91764270  5.0100684  98.37%   0.513856    104.4%  ··  cjxl_0.10.1_d0e9g2num_threads0
 92545136  5.0427532  99.01%   0.846401    172.0%  ·R  cjxl_0.10.1_d0e8E4num_threads0
 92319444  5.0518045  99.19%   0.432216     87.8%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 93010384  5.0604874  99.36%   0.741210    150.6%  ··  cjxl_0.10.1_d0e8g3num_threads0
 92665672  5.0672410  99.49%   0.447100     90.9%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 93278122  5.0834630  99.81%   0.07386985   15.0%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 93308698  5.0930161  98.61%   0.492041     54.8%  M·  cjxl_0.10.1_d0e9num_threads0
 92677204  5.0974734  98.70%   0.450316     50.1%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 93559843  5.1079171  98.90%   0.817827     91.0%  ··  cjxl_0.10.1_d0e8g2num_threads0
 92976722  5.1103530  98.95%   0.462861     51.5%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 94226271  5.1576892  99.86%   0.429886     47.9%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 94644230  5.1647956  95.72%   0.898219     43.8%  MR  cjxl_0.10.1_d0e8num_threads0
 94776489  5.1948865  96.28%   0.428796     20.9%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 93423736  5.2168937  96.68%   1.68767      82.3%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 93899258  5.2444772  97.19%   1.75336      85.5%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 95138094  5.2630248  97.54%   1.74519      85.1%  ··  cjxl_0.10.1_d0e7E4num_threads0
 95887396  5.3145406  98.49%   2.0884      101.9%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 97329738  5.3663869  99.45%   2.1587      105.3%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
 96855883  5.3669614  99.46%   0.408120     19.9%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 96500711  5.3805137  99.72%   1.95461      95.4%  ··  cjxl_0.10.1_d0e7g3num_threads0
 96799824  5.3928932  99.94%   2.05511     100.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
 97466250  5.3958740  96.35%   2.04969      80.3%  M·  cjxl_0.10.1_d0e7num_threads0
 98265531  5.4102059  96.60%   2.13702      83.8%  ··  cjxl_0.10.1_d0e6E4num_threads0
 98500139  5.4350649  97.05%   2.4626       96.5%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 99462213  5.4740261  97.74%   2.5529      100.1%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
 99907145  5.4966616  98.15%   2.5503      100.0%  ··  cjxl_0.10.1_d0e5E4num_threads0
 99701230  5.5170286  98.51%   2.4581       96.3%  ··  cjxl_0.10.1_d0e6g3num_threads0
101352992  5.5672837  99.41%   2.5295       99.1%  ··  cjxl_0.10.1_d0e6g2num_threads0
101716443  5.6003978  97.87%   2.5512       82.8%  M·  cjxl_0.10.1_d0e6num_threads0
105514626  5.6090729  98.02%   0.2232626     7.2%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
105495950  5.6120894  98.07%   0.2178938     7.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
106628765  5.6589484  98.89%   0.3449495    11.2%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
106017219  5.6726683  99.13%   0.2251655     7.3%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
106152437  5.6773011  99.21%   0.2293244     7.4%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
103241769  5.6852444  99.35%   2.9117       94.5%  ·R  cjxl_0.10.1_d0e5g3num_threads0
104216816  5.7148255  99.87%   3.0292       98.3%  ·R  cjxl_0.10.1_d0e5g2num_threads0
104006711  5.7223234  93.40%   3.0814       68.6%  MR  cjxl_0.10.1_d0e5num_threads0
105079305  5.7747493  94.26%   3.6295       80.8%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
106325186  5.8121438  94.87%   3.7022       82.5%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
106823798  5.8458651  95.42%   3.5099       78.2%  ··  cjxl_0.10.1_d0e4E4num_threads0
110926714  6.0462451  98.69%   0.2177771     4.9%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
110281022  6.0578457  98.88%   4.4656       99.5%  ·R  cjxl_0.10.1_d0e4g3num_threads0
111563659  6.0950553  99.49%   4.5982      102.4%  ·R  cjxl_0.10.1_d0e4g2num_threads0
111945438  6.1263983  93.87%   4.4893       41.1%  M·  cjxl_0.10.1_d0e4num_threads0
116909971  6.5129619  99.79%  10.550        96.6%  ·R  cjxl_0.10.1_d0e3g3num_threads0
116985376  6.5168783  99.85%  10.797        98.9%  ·R  cjxl_0.10.1_d0e3g2num_threads0
117279579  6.5267032  94.03%  10.922        63.6%  MR  cjxl_0.10.1_d0e3num_threads0
115097336  6.6168347  95.33%   0.07204699    0.4%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
125823510  6.8326418  98.44%   0.3680510     2.1%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
125832743  6.8367617  98.50%   0.3540451     2.1%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
128256168  6.8572528  98.79%   0.2858268     1.7%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
128429037  6.8757410  99.06%   0.2659509     1.5%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
126993333  6.9410201  93.70%  17.170        26.8%  MR  cjxl_0.10.1_d0e2num_threads0
127514019  6.9469760  93.78%  16.564        25.8%  ··  cjxl_0.10.1_d0e2g2num_threads0
128129105  6.9557506  93.90%  16.292        25.4%  ··  cjxl_0.10.1_d0e2g3num_threads0
136858187  7.4076426   ····   64.10         ····   MR  cjxl_0.10.1_d0e1num_threads0

metadata none, size 1 100000

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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
75  100.00%  0.05  100.00%   4301  0.13  1.01  0.83  all                1   1.33%  0.06   1.75%    255  0.00  1.12  1.02  reduced_palette
 1    1.33%  0.09    2.62%   2096  0.02  1.02  0.77  algorithmic        2   2.67%  0.04   2.21%   2063  0.03  1.06  0.92  sprite_sheet
 1    1.33%  0.08    2.36%  45979  0.57  1.00  0.82  boxed              2   2.67%  0.08   4.65%    993  0.01  1.05  0.97  text
 2    2.67%  0.09    5.35%    254  0.00  1.00  0.37  digital_painting   2   2.67%  0.05   2.98%   2408  0.06  1.01  1.08  ui
 3    4.00%  0.03    2.96%   6992  0.21  1.00  0.81  edit              57  76.00%  0.05  80.83%   4985  0.13  1.01  0.83  visibly_opaque
 1    1.33%  0.04    1.12%   4644  0.12  1.00  0.77  emoji             18  24.00%  0.04  19.17%   2136  0.14  1.00  0.84  visibly_transparent
 1    1.33%  0.10    2.91%   1731  0.02  0.98  0.91  game               2   2.67%  0.06   3.62%   1744  0.03  1.00  1.08  DirectClass_Gray_Alpha
 2    2.67%  0.04    2.21%   2063  0.03  1.06  0.92  game_asset        20  26.67%  0.05  26.55%  12065  0.31  1.00  0.82  DirectClass_sRGB
24   32.00%  0.02   11.87%   4940  0.29  1.00  0.83  icon              18  24.00%  0.02  11.51%   4228  0.21  1.00  0.85  DirectClass_sRGB_Alpha
 1    1.33%  0.09    2.62%   2096  0.02  1.02  0.77  jxl_art            1   1.33%  0.07   2.13%      2  0.00  1.00  0.37  PseudoClass_Gray
 3    4.00%  0.07    6.24%   2214  0.03  1.00  1.01  logo              31  41.33%  0.05  49.41%     38  0.00  1.01  0.85  PseudoClass_sRGB
 3    4.00%  0.07    5.77%  35368  0.45  1.00  0.84  lossy              3   4.00%  0.08   6.79%    175  0.00  1.00  0.55  PseudoClass_sRGB_Alpha
 1    1.33%  0.09    2.62%  28106  0.31  1.00  0.86  misc               6   8.00%  0.02   2.64%   1150  0.12  1.02  0.80  source_app
 2    2.67%  0.03    1.97%   8124  0.24  1.00  0.81  mixed             23  30.67%  0.03  17.69%   5323  0.27  1.00  0.87  source_app->exiftool
 1    1.33%  0.08    2.36%  45979  0.57  1.00  0.82  painting          43  57.33%  0.06  71.69%   4434  0.07  1.01  0.84  source_imagemagick->exiftool
 4    5.33%  0.05    5.39%  19262  0.32  1.00  0.82  photo              2   2.67%  0.09   5.35%    254  0.00  1.00  0.37  source_web
33   44.00%  0.06   53.93%    625  0.01  1.01  0.82  pixel_art          1   1.33%  0.09   2.62%   2096  0.02  1.02  0.77  source_web->exiftool

                                           speed real
fastest as dense as milestone     size     |       compared to
cjxl_0.10.1_d0e9E4g2num_threads0   99.62%  230.0%  cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4g2num_threads0   99.70%  145.2%  cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g2num_threads0   99.70%  203.6%  cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4num_threads0     99.22%  102.2%  cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e4g3num_threads0     99.96%  105%    cjxl_0.10.1_d0e4num_threads0
cjxl_0.10.1_d0e3g2num_threads0    100.00%  101%    cjxl_0.10.1_d0e3num_threads0
cjxl_0.10.1_d0e2g3num_threads0     99.99%  101%    cjxl_0.10.1_d0e2num_threads0

                                      Mpx/s real % of denser milestone
                                      |       milestone
                  bpp % of denser milestone   |Pareto front for bpp and real time
B        bpp (mean)        Mpx/s real (mean)  ||  best of
1138002  3.36736   93.73%   0.11853    48.9%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1138002  3.36736   93.73%   0.11844    48.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1139585  3.37041   93.81%   0.11941    49.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1139585  3.37041   93.81%   0.11946    49.3%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1138625  3.37187   93.85%   0.11817    48.8%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1138625  3.37187   93.85%   0.11807    48.7%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1140395  3.37425   93.92%   0.11785    48.6%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1140548  3.37533   93.95%   0.11903    49.1%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
1140548  3.37533   93.95%   0.11880    49.0%  ··  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1139612  3.37684   93.99%   0.11996    49.5%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1142450  3.37791   94.02%   0.11981    49.5%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
1142688  3.37801   94.02%   0.11832    48.8%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
1141447  3.38017   94.08%   0.12086    49.9%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
1186581  3.44873   95.99%   0.12912    53.3%  ·R  cjxl_0.10.1_d0e10E3I100g0num_threads0
1191831  3.46679   96.49%   0.062114   25.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1169610  3.47004   96.58%   0.18484    76.3%  ·R  cjxl_0.10.1_d0e10E3num_threads0
1195746  3.47315   96.67%   0.061460   25.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1192317  3.49963   97.41%   0.16284    67.2%  ··  cjxl_0.10.1_d0e10I100num_threads0
1220871  3.57765   99.58%   0.5546    228.9%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
1221322  3.57829   99.60%   0.5548    229.0%  ·R  cjxl_0.10.1_d0e9E4num_threads0
1221774  3.57894   99.62%   0.5573    230.0%  ·R  cjxl_0.10.1_d0e9E4g2num_threads0
1221647  3.59277   97.81%   0.24229    36.8%  M·  cjxl_0.10.1_d0e10num_threads0
1223606  3.59506   97.87%   0.24297    36.9%  ··  cjxl_0.10.1_d0e10g3num_threads0
1245336  3.62838   98.78%   0.5027     76.4%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
1270843  3.64048   99.11%   0.055702    8.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1256632  3.66063   99.66%   0.9516    144.6%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
1257527  3.66206   99.70%   0.9550    145.2%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
1257617  3.66244   99.71%   0.9546    145.1%  ··  cjxl_0.10.1_d0e8E4num_threads0
1258390  3.67314   98.39%   0.6579     65.7%  M·  cjxl_0.10.1_d0e9num_threads0
1259980  3.67458   98.43%   0.6541     65.3%  ··  cjxl_0.10.1_d0e9g3num_threads0
1260631  3.67553   98.45%   0.6556     65.5%  ··  cjxl_0.10.1_d0e9g2num_threads0
1262815  3.68991   98.84%   0.6700     66.9%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
1291987  3.71807   99.59%   2.032     202.9%  ·R  cjxl_0.10.1_d0e7E4num_threads0
1294438  3.72007   99.64%   2.032     202.8%  ··  cjxl_0.10.1_d0e7E4g3num_threads0
1295770  3.72205   99.70%   2.039     203.6%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
1285788  3.73333   98.42%   1.002      45.2%  M·  cjxl_0.10.1_d0e8num_threads0
1286910  3.73381   98.43%   0.9893     44.7%  ··  cjxl_0.10.1_d0e8g3num_threads0
1287633  3.73504   98.46%   0.9927     44.8%  ··  cjxl_0.10.1_d0e8g2num_threads0
1314353  3.76362   99.22%   2.264     102.2%  ·R  cjxl_0.10.1_d0e6E4num_threads0
1317527  3.76676   99.30%   2.222     100.3%  ··  cjxl_0.10.1_d0e6E4g3num_threads0
1318545  3.76816   99.33%   2.252     101.7%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
1320043  3.79339   98.23%   2.215      90.8%  M·  cjxl_0.10.1_d0e7num_threads0
1324539  3.79760   98.34%   2.199      90.2%  ··  cjxl_0.10.1_d0e7g3num_threads0
1282086  3.79870   98.36%   0.6721     27.6%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1282704  3.79955   98.39%   0.6745     27.7%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1325806  3.79957   98.39%   2.202      90.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
1282825  3.80241   98.46%   0.6411     26.3%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
1283264  3.80299   98.48%   0.6405     26.3%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
1292372  3.81429   98.77%   0.6874     28.2%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1293169  3.81682   98.83%   0.6456     26.5%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
1342709  3.82038   98.93%   2.420      99.2%  ·R  cjxl_0.10.1_d0e5E4num_threads0
1345813  3.82341   99.00%   2.418      99.2%  ··  cjxl_0.10.1_d0e5E4g3num_threads0
1346501  3.82454   99.03%   2.434      99.8%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
1346793  3.86187   98.29%   2.439      93.5%  MR  cjxl_0.10.1_d0e6num_threads0
1351933  3.86714   98.42%   2.409      92.4%  ··  cjxl_0.10.1_d0e6g3num_threads0
1352733  3.86829   98.45%   2.403      92.2%  ··  cjxl_0.10.1_d0e6g2num_threads0
1380769  3.92904   92.43%   2.608      63.3%  MR  cjxl_0.10.1_d0e5num_threads0
1386142  3.93471   92.56%   2.618      63.5%  ·R  cjxl_0.10.1_d0e5g3num_threads0
1386532  3.93541   92.58%   2.618      63.5%  ··  cjxl_0.10.1_d0e5g2num_threads0
1340618  3.97200   93.44%   0.6005     14.6%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
1413366  3.99763   94.04%   0.6097     14.8%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
1354970  4.00775   94.28%   0.5997     14.5%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
1471836  4.06343   95.59%   3.871      93.9%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
1472400  4.06415   95.60%   3.911      94.8%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
1473226  4.06521   95.63%   3.890      94.4%  ··  cjxl_0.10.1_d0e4E4num_threads0
1298607  4.14310   97.46%   0.12067     2.9%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1302745  4.14930   97.61%   0.12056     2.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1302745  4.14930   97.61%   0.12038     2.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1304741  4.15282   97.69%   0.12121     2.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1304741  4.15282   97.69%   0.12120     2.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1555956  4.24948   99.96%   4.34      105%    ·R  cjxl_0.10.1_d0e4g3num_threads0
1556571  4.25025   99.98%   4.31      105%    ··  cjxl_0.10.1_d0e4g2num_threads0
1557233  4.25102   91.85%   4.12       57.5%  M·  cjxl_0.10.1_d0e4num_threads0
1432979  4.28340   92.55%   0.53874     7.5%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1433745  4.28442   92.57%   0.53663     7.5%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1434863  4.28835   92.66%   0.50229     7.0%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
1435651  4.28940   92.68%   0.50288     7.0%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
1473077  4.37819   94.60%   0.9995     13.9%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1716694  4.62768   99.99%   7.27      101%    ·R  cjxl_0.10.1_d0e3g3num_threads0
1716878  4.62791  100.00%   7.28      101%    ·R  cjxl_0.10.1_d0e3g2num_threads0
1717030  4.62809   96.23%   7.18       82.2%  M·  cjxl_0.10.1_d0e3num_threads0
1698258  4.69800   97.68%   0.12668     1.5%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1744400  4.80921   99.99%   8.81      101%    ·R  cjxl_0.10.1_d0e2g3num_threads0
1744552  4.80941  100.00%   8.57       98.1%  ··  cjxl_0.10.1_d0e2g2num_threads0
1744654  4.80955   87.34%   8.74       58.0%  M·  cjxl_0.10.1_d0e2num_threads0
1561197  4.95974   90.07%   0.46092     3.1%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1768734  5.21557   94.71%   0.5875      3.9%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
2070951  5.50679   ·····   15.1        ····   MR  cjxl_0.10.1_d0e1num_threads0
2092619  5.81955   ·····    0.33880    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1932524  6.06955   ·····    0.7755     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1936880  6.07707   ·····    0.7037     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0

metadata none, size 1 1000000

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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
451  100.00%  0.36  100.00%   38771  0.11  1.00  0.93  all                67  14.86%  0.50  20.30%   71956  0.16  1.00  0.85  photo
  4    0.89%  0.64    1.55%   90616  0.13  1.00  0.83  3d                 10   2.22%  0.57   3.46%  129303  0.24  1.00  0.82  photo_like
 32    7.10%  0.25    4.88%   15063  0.06  1.00  0.88  albedo             71  15.74%  0.19   8.12%     475  0.00  1.01  0.89  pixel_art
  8    1.77%  0.60    2.94%  115184  0.25  1.00  1.24  album_art          19   4.21%  0.55   6.34%     711  0.00  1.01  1.99  pixel_art_scaled
 12    2.66%  0.47    3.46%   27185  0.04  1.00  1.01  algorithmic         6   1.33%  0.30   1.09%     139  0.00  0.92  0.87  reduced_palette
  2    0.44%  0.22    0.27%   60575  0.39  1.00  0.82  boxed               8   1.77%  0.28   1.36%    1714  0.01  1.02  1.10  sprite_sheet
  4    0.89%  0.66    1.62%    3856  0.01  0.98  1.00  chart               2   0.44%  0.40   0.49%   46824  0.13  1.00  0.92  stereogram
 29    6.43%  0.68   12.04%   78086  0.11  1.00  0.75  digital_painting   21   4.66%  0.38   4.89%    2720  0.01  0.92  0.95  text
  1    0.22%  0.87    0.53%   55942  0.06  1.00  0.88  dither_mean        64  14.19%  0.25   9.75%   33295  0.14  1.00  0.86  texture
 11    2.44%  0.48    3.23%   52459  0.14  1.00  0.81  edit                2   0.44%  0.92   1.12%   16480  0.02  1.00  0.75  thumbnail
  3    0.67%  0.54    0.99%    4703  0.04  1.02  0.94  emoji              23   5.10%  0.48   6.75%   27334  0.05  0.95  1.07  ui
  3    0.67%  0.64    1.17%   91576  0.14  1.00  0.80  film               35   7.76%  0.65  13.79%   85388  0.13  1.00  1.17  watermark
  1    0.22%  0.26    0.16%       6  0.00  1.00  0.37  fractal           358  79.38%  0.39  86.07%   41719  0.11  0.99  0.93  visibly_opaque
 18    3.99%  0.47    5.13%    7802  0.02  1.00  0.84  game               93  20.62%  0.25  13.93%   27421  0.12  1.00  0.91  visibly_transparent
  9    2.00%  0.33    1.84%    7314  0.02  1.02  1.06  game_asset          5   1.11%  0.16   0.50%     915  0.01  1.01  1.13  DirectClass_Gray_Alpha
 24    5.32%  0.02    0.25%    4940  0.29  1.00  0.83  icon              235  52.11%  0.45  64.71%   59639  0.16  0.99  0.88  DirectClass_sRGB
  4    0.89%  0.49    1.21%   81484  0.11  1.01  0.66  jxl_art           110  24.39%  0.28  18.81%   31449  0.13  1.00  1.00  DirectClass_sRGB_Alpha
  1    0.22%  0.87    0.53%  224155  0.26  1.00  0.87  kaleidoscope       16   3.55%  0.41   4.00%      87  0.00  0.96  0.87  PseudoClass_Gray
  7    1.55%  0.49    2.10%      39  0.00  1.00  1.30  larip              79  17.52%  0.23  11.23%      55  0.00  1.01  0.97  PseudoClass_sRGB
 56   12.42%  0.21    7.29%   27049  0.13  1.00  0.85  logo                6   1.33%  0.21   0.76%     102  0.00  1.01  0.87  PseudoClass_sRGB_Alpha
 42    9.31%  0.44   11.37%   57526  0.17  1.00  0.86  lossy               8   1.77%  0.06   0.30%     872  0.09  1.02  0.85  source_app
 21    4.66%  0.51    6.49%  147425  0.32  1.00  0.83  machine_learning   80  17.74%  0.18   8.59%   20501  0.17  1.00  0.87  source_app->exiftool
 13    2.88%  0.39    3.07%   39340  0.10  1.03  1.08  misc               41   9.09%  0.27   6.64%   41699  0.17  1.00  0.82  source_gimp
  5    1.11%  0.30    0.91%   39366  0.17  1.00  0.75  mixed               6   1.33%  0.45   1.63%   17908  0.04  0.96  0.97  source_gnome_screenshot->exiftool
  2    0.44%  0.79    0.97%    4733  0.01  1.03  1.03  mosaic            275  60.98%  0.42  70.52%   41896  0.09  0.99  0.92  source_imagemagick->exiftool
 32    7.10%  0.25    4.88%   51528  0.21  1.00  0.84  normal              9   2.00%  0.56   3.10%  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   2.44%  0.32   2.17%    4682  0.02  1.00  1.77  source_web
  2    0.44%  0.19    0.23%   60926  0.41  1.00  0.84  painting           21   4.66%  0.55   7.04%   72694  0.13  1.00  0.93  source_web->exiftool

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  98.91%  255.343%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4g3num_threads0  99.59%  142.612%    cjxl_0.10.1_d0e9num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                      bpp % of denser milestone    |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)    ||  best of
 86123712  4.0324549  95.39%   0.1410111    68.6%  ·R  cjxl_0.10.1_d0e10E3I100g3num_threads0
 86122217  4.0324804  95.39%   0.1410310    68.6%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 86134418  4.0324877  95.39%   0.1412201    68.7%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 86166863  4.0332935  95.41%   0.1408914    68.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 86130138  4.0335492  95.41%   0.1411090    68.6%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
 86326043  4.0372890  95.50%   0.1387850    67.5%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 86327658  4.0373983  95.50%   0.1387787    67.5%  ··  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 86333474  4.0386004  95.53%   0.1378988    67.0%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 86110008  4.0386881  95.53%   0.08792171   42.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 86375802  4.0388030  95.54%   0.1387903    67.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 86372922  4.0388985  95.54%   0.1388996    67.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 86325651  4.0437376  95.65%   0.08709570   42.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 86886499  4.0610564  96.06%   0.1165542    56.7%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 87095793  4.0668853  96.20%   0.1122250    54.6%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 87533008  4.0922754  96.80%   0.09088438   44.2%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 86618933  4.0926420  96.81%   0.08576794   41.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 88009655  4.1277568  97.64%   0.1495001    72.7%  ·R  cjxl_0.10.1_d0e10E3num_threads0
 88690527  4.1813308  98.91%   0.525233    255.3%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 89435835  4.1919122  99.16%   0.1309418    63.7%  ··  cjxl_0.10.1_d0e10I100num_threads0
 89382591  4.2060680  99.49%   0.511392    248.6%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 89928371  4.2078883  99.54%   0.09521072   46.3%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 89901230  4.2275022  98.05%   0.2056971    34.9%  M·  cjxl_0.10.1_d0e10num_threads0
 90028981  4.2341659  98.21%   0.470582     79.8%  ··  cjxl_0.10.1_d0e9E4num_threads0
 90361445  4.2450717  98.46%   0.2771252    47.0%  ··  cjxl_0.10.1_d0e10g3num_threads0
 90382130  4.2523869  98.63%   0.493301     83.6%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 90960987  4.2859021  99.40%   0.620096    105.1%  ·R  cjxl_0.10.1_d0e9g3num_threads0
 88224199  4.2871529  99.43%   0.1524517    25.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 88229325  4.2873541  99.44%   0.1526757    25.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 88199253  4.2874311  99.44%   0.1552927    26.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 88205919  4.2876653  99.45%   0.1555659    26.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 91044147  4.2905204  99.51%   0.652883    110.7%  ·R  cjxl_0.10.1_d0e10P5I100g3num_threads0
 90999354  4.2939717  99.59%   0.841249    142.6%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 91323820  4.2996620  99.72%   0.618181    104.8%  ··  cjxl_0.10.1_d0e9g2num_threads0
 91541266  4.3115569  98.05%   0.589885     61.0%  M·  cjxl_0.10.1_d0e9num_threads0
 91803136  4.3231809  98.32%   0.863534     89.3%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 91779283  4.3348290  98.58%   0.915576     94.7%  ·R  cjxl_0.10.1_d0e8E4num_threads0
 92452685  4.3764634  99.53%   0.617192     63.8%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 92741603  4.3774707  99.55%   0.877956     90.8%  ··  cjxl_0.10.1_d0e8g3num_threads0
 92636723  4.3801084  99.61%   0.657785     68.0%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 93100523  4.3922060  99.89%   0.904891     93.6%  ··  cjxl_0.10.1_d0e8g2num_threads0
 92901953  4.3935813  99.92%   0.590897     61.1%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 93011374  4.3971111  97.60%   0.966708     42.5%  MR  cjxl_0.10.1_d0e8num_threads0
 92957352  4.3978851  97.62%   0.602950     26.5%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 93129646  4.3989005  97.64%   0.599071     26.3%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 93366596  4.4064762  97.81%   1.94852      85.6%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 93263035  4.4070363  97.82%   0.624167     27.4%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 94063156  4.4305464  98.34%   2.00433      88.1%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 94061142  4.4351920  98.45%   2.01822      88.7%  ·R  cjxl_0.10.1_d0e7E4num_threads0
 94291119  4.4861024  99.58%   0.586064     25.8%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 95271299  4.4960889  99.80%   2.17491      95.6%  ·R  cjxl_0.10.1_d0e7g3num_threads0
 95393962  4.5047359  99.99%   2.23594      98.2%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 95501787  4.5051505  96.72%   2.27582      86.7%  MR  cjxl_0.10.1_d0e7num_threads0
 95643238  4.5094561  96.82%   2.23891      85.3%  ··  cjxl_0.10.1_d0e7g2num_threads0
 94832806  4.5150662  96.94%   0.579085     22.1%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 95980128  4.5256776  97.16%   2.2861       87.1%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
 96949104  4.5569881  97.84%   2.31178      88.1%  ·R  cjxl_0.10.1_d0e6E4num_threads0
 96592964  4.5839338  98.42%   0.548571     20.9%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 97741737  4.6038457  98.84%   2.5369       96.7%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 98179379  4.6191738  99.17%   2.5736       98.1%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
 98026140  4.6247762  99.29%   2.5294       96.4%  ··  cjxl_0.10.1_d0e6g3num_threads0
 98211898  4.6328417  99.47%   2.5710       98.0%  ··  cjxl_0.10.1_d0e6g2num_threads0
 98646366  4.6349004  99.51%   2.6130       99.6%  ·R  cjxl_0.10.1_d0e5E4num_threads0
 97617114  4.6505583  99.85%   0.09769900    3.7%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 99124042  4.6577553  97.84%   2.6242       87.8%  MR  cjxl_0.10.1_d0e6num_threads0
101176705  4.7551904  99.89%   2.8893       96.6%  ·R  cjxl_0.10.1_d0e5g3num_threads0
101177483  4.7570184  99.93%   2.9174       97.6%  ·R  cjxl_0.10.1_d0e5g2num_threads0
101371615  4.7603788  93.96%   2.9896       61.2%  MR  cjxl_0.10.1_d0e5num_threads0
103531913  4.8542827  95.82%   4.0449       82.8%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
103704549  4.8615010  95.96%   4.0810       83.5%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
104562764  4.8902245  96.53%   4.0529       83.0%  ··  cjxl_0.10.1_d0e4E4num_threads0
107429405  5.0331973  99.35%   4.7578       97.4%  ·R  cjxl_0.10.1_d0e4g3num_threads0
107536020  5.0372023  99.43%   4.7956       98.2%  ·R  cjxl_0.10.1_d0e4g2num_threads0
108413228  5.0662767  93.36%   4.8849       49.2%  MR  cjxl_0.10.1_d0e4num_threads0
111204614  5.2082826  95.98%   0.3793334     3.8%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
111306552  5.2110923  96.03%   0.4064606     4.1%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
111968860  5.2341625  96.45%   0.3761090     3.8%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
112146322  5.2382352  96.53%   0.3865068     3.9%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
112776915  5.2900981  97.48%   0.625024      6.3%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
115279983  5.4142805  99.77%   9.7312       98.1%  ·R  cjxl_0.10.1_d0e3g3num_threads0
115383794  5.4177889  99.84%   9.8795       99.6%  ·R  cjxl_0.10.1_d0e3g2num_threads0
115589010  5.4266592  95.44%   9.9205       69.7%  MR  cjxl_0.10.1_d0e3num_threads0
121789423  5.6805467  99.91%  13.729        96.4%  ·R  cjxl_0.10.1_d0e2g3num_threads0
121830278  5.6820599  99.93%  13.884        97.5%  ·R  cjxl_0.10.1_d0e2g2num_threads0
121917021  5.6859043  89.94%  14.241        29.8%  MR  cjxl_0.10.1_d0e2num_threads0
122442860  5.7903708  91.60%   0.335681      0.7%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
135982111  6.3206612  99.98%   0.09598617    0.2%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
133654387  6.3217008   ····   47.77         ····   MR  cjxl_0.10.1_d0e1num_threads0
136579345  6.3534380   ····    0.4039397    ····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
136431238  6.5023557   ····    0.572887     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
136543420  6.5071459   ····    0.554125     ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
139540429  6.6120259   ····    0.2597138    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

metadata none, size 1000001 3000000

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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
287  100.00%  1.73  100.00%  137590  0.08  1.00  0.98  all                      8   2.79%  1.66   2.67%  390261  0.23  1.00  0.82  photo_like
 51   17.77%  2.07   21.27%  151022  0.07  1.00  0.86  3d                       2   0.70%  1.61   0.65%   12488  0.01  0.99  1.26  pixel_art
  7    2.44%  1.68    2.37%  294867  0.17  1.00  0.89  album_art               10   3.48%  1.77   3.56%    5827  0.00  0.98  2.71  pixel_art_scaled
 31   10.80%  1.40    8.76%   91425  0.07  1.13  1.31  algorithmic              2   0.70%  1.61   0.65%   12488  0.01  0.99  1.26  sprite_sheet
  3    1.05%  1.82    1.10%  116147  0.06  1.00  0.85  blend                    3   1.05%  1.51   0.91%    8162  0.01  0.85  1.08  text
  8    2.79%  1.86    2.99%  142873  0.09  1.00  0.80  boxed                    4   1.39%  1.05   0.84%   28485  0.03  1.00  0.82  texture
  5    1.74%  1.30    1.31%    9388  0.01  0.96  0.93  chart                   34  11.85%  1.74  11.90%   69396  0.04  0.93  0.94  ui
  1    0.35%  2.07    0.42%  456202  0.22  1.00  0.84  collage                  2   0.70%  1.88   0.76%   15981  0.01  1.00  1.02  vector
  6    2.09%  1.83    2.20%   62064  0.03  0.96  0.83  comic                   20   6.97%  1.71   6.87%  174711  0.10  0.99  1.08  watermark
  2    0.70%  1.05    0.42%   31449  0.03  1.00  0.88  diffuse                274  95.47%  1.73  95.58%  136819  0.08  1.00  0.97  visibly_opaque
 34   11.85%  1.67   11.45%  117964  0.07  1.00  0.82  digital_painting        13   4.53%  1.69   4.42%  153837  0.10  1.00  1.04  visibly_transparent
  6    2.09%  1.66    2.01%  302073  0.18  1.00  0.82  digital_painting_like    1   0.35%  1.42   0.29%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
  2    0.70%  1.24    0.50%   10122  0.01  1.00  0.88  dither_mean            222  77.35%  1.77  79.04%  154772  0.09  0.99  0.94  DirectClass_sRGB
  9    3.14%  1.74    3.16%  107154  0.07  0.96  0.83  edit                    47  16.38%  1.56  14.75%  109079  0.07  0.99  1.15  DirectClass_sRGB_Alpha
 18    6.27%  1.96    7.11%  142328  0.08  1.00  0.78  film                     9   3.14%  1.80   3.26%     167  0.00  1.44  0.70  PseudoClass_Gray
 58   20.21%  2.02   23.56%  130328  0.06  1.00  0.88  game                     7   2.44%  1.74   2.45%      62  0.00  0.97  1.17  PseudoClass_sRGB
 10    3.48%  1.45    2.92%   22642  0.02  1.00  1.02  game_asset               1   0.35%  1.08   0.22%     106  0.00  1.00  3.15  PseudoClass_sRGB_Alpha
  8    2.79%  1.82    2.93%   68722  0.04  1.01  0.97  glitch                   1   0.35%  2.38   0.48%  175813  0.07  1.00  0.86  source_app
  2    0.70%  1.72    0.69%  146688  0.09  1.00  0.80  gregstump                2   0.70%  1.61   0.65%   12488  0.01  0.99  1.26  source_app->exiftool
 22    7.67%  1.14    5.04%  126531  0.10  1.18  0.77  jxl_art                  2   0.70%  1.62   0.65%  241406  0.12  1.00  1.47  source_gimp->exiftool
  9    3.14%  2.06    3.73%    5610  0.00  1.00  2.65  larip                    4   1.39%  2.05   1.65%   42650  0.02  0.94  0.91  source_gnome_screenshot->exiftool
 39   13.59%  1.74   13.62%  128582  0.08  1.00  0.84  lossy                    1   0.35%  2.07   0.42%   19818  0.01  1.00  0.79  source_imagemagick
 24    8.36%  1.81    8.76%  328503  0.19  1.00  0.82  machine_learning       211  73.52%  1.77  75.21%  129704  0.08  1.01  0.95  source_imagemagick->exiftool
  8    2.79%  1.55    2.50%  114054  0.08  0.99  0.81  misc                     2   0.70%  1.79   0.72%   59126  0.03  1.00  0.80  source_sdl
 15    5.23%  1.62    4.88%  139900  0.09  0.98  0.96  mixed                   19   6.62%  1.44   5.49%  125234  0.08  1.00  0.90  source_unknown->exiftool
  2    0.70%  1.05    0.42%   25520  0.02  1.00  0.76  normal                  16   5.57%  1.39   4.47%   66804  0.06  0.99  1.55  source_web
  1    0.35%  2.36    0.48%   59557  0.03  1.00  0.81  panorama                29  10.10%  1.76  10.26%  264834  0.16  1.00  0.85  source_web->exiftool
 28    9.76%  1.52    8.57%  215829  0.15  1.00  0.85  photo

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  98.38%  271.9351%   cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e8E4num_threads0    99.37%  164.1034%   cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g2num_threads0  99.64%  206.853%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.96%  107.891%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e6g2num_threads0    99.59%  101.763%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4g2num_threads0    99.64%  102.825%    cjxl_0.10.1_d0e4num_threads0

                                            Mpx/s real % of denser milestone
                                            |       milestone
                      bpp % of denser milestone     |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)     ||  best of
265881036  4.2797956  94.36%   0.09357276    67.9%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
266289194  4.2881726  94.54%   0.1162160     84.3%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
266341979  4.2890473  94.56%   0.1161615     84.3%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
266363230  4.2894714  94.57%   0.1174011     85.2%  ·R  cjxl_0.10.1_d0e10E3I99g3num_threads0
266546808  4.2909595  94.60%   0.09476604    68.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
266621401  4.2933529  94.65%   0.1151464     83.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
266742790  4.2957167  94.71%   0.09309926    67.5%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
266821561  4.2961226  94.72%   0.1156126     83.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
266958640  4.2993958  94.79%   0.1185906     86.0%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
267010052  4.3002555  94.81%   0.1183601     85.9%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
267023299  4.3005478  94.81%   0.1200524     87.1%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
267308180  4.3047502  94.91%   0.1176791     85.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
267434183  4.3065459  94.95%   0.1182670     85.8%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
267968509  4.3150233  95.13%   0.076641455   55.6%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
268783683  4.3285918  95.43%   0.074625578   54.1%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
270797003  4.3624303  96.18%   0.1392619    101.0%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
270894768  4.3641933  96.22%   0.1401886    101.7%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
271085186  4.3643862  96.22%   0.056812293   41.2%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
271450903  4.3726324  96.40%   0.1406383    102.0%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
271553098  4.3744479  96.44%   0.1403725    101.8%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
272360484  4.3853544  96.68%   0.09771753    70.9%  ··  cjxl_0.10.1_d0e10E3num_threads0
275293269  4.4621349  98.38%   0.3748540    271.9%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
278901371  4.4827268  98.83%   0.060916570   44.2%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
277082347  4.4890051  98.97%   0.3435611    249.2%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
280010839  4.5147843  99.54%   0.08340876    60.5%  ··  cjxl_0.10.1_d0e10I100num_threads0
280760140  4.5319577  99.92%   0.2295404    166.5%  ··  cjxl_0.10.1_d0e10g3num_threads0
281285329  4.5357984  97.30%   0.1378469     33.3%  M·  cjxl_0.10.1_d0e10num_threads0
280582007  4.5428113  97.45%   0.3161887     76.4%  ··  cjxl_0.10.1_d0e9E4num_threads0
283455840  4.6042595  98.77%   0.6275111    151.6%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
284338206  4.6131654  98.96%   0.5987860    144.7%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
284895906  4.6175968  99.06%   0.3518655     85.0%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
285675707  4.6322986  99.37%   0.6790817    164.1%  ·R  cjxl_0.10.1_d0e8E4num_threads0
286084086  4.6376729  99.49%   0.4478555    108.2%  ··  cjxl_0.10.1_d0e9g3num_threads0
286522779  4.6425609  99.59%   0.4276445    103.3%  ··  cjxl_0.10.1_d0e9g2num_threads0
286311872  4.6427890  99.60%   0.4532004    109.5%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
287895256  4.6615814  98.38%   0.4138132     57.2%  M·  cjxl_0.10.1_d0e9num_threads0
290336591  4.7076081  99.35%   0.4304771     59.5%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
290383082  4.7096577  99.40%   0.3820995     52.8%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
290026325  4.7212109  99.64%   1.49718      206.9%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
291158340  4.7214831  99.65%   0.4564678     63.1%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
291219140  4.7245289  99.71%   0.3910368     54.0%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
291780026  4.7304735  99.84%   0.3949498     54.6%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
291523464  4.7334850  99.90%   0.6606581     91.3%  ··  cjxl_0.10.1_d0e8g2num_threads0
292206335  4.7381770  97.40%   0.7237876     41.3%  M·  cjxl_0.10.1_d0e8num_threads0
290796206  4.7419885  97.48%   1.53644       87.6%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
291811895  4.7430527  97.50%   1.46076       83.3%  ··  cjxl_0.10.1_d0e7E4num_threads0
292943018  4.7487876  97.62%   0.4055470     23.1%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
292660572  4.7493877  97.63%   0.6300849     35.9%  ··  cjxl_0.10.1_d0e8g3num_threads0
296726608  4.8170352  99.02%   0.4222997     24.1%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
298253886  4.8422277  99.54%   0.4180405     23.8%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
298007772  4.8623392  99.96%   1.89222      107.9%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
299302622  4.8645234  94.66%   1.75383       78.6%  M·  cjxl_0.10.1_d0e7num_threads0
299074696  4.8662711  94.69%   1.78673       80.1%  ··  cjxl_0.10.1_d0e7g2num_threads0
300069733  4.8942163  95.23%   1.79924       80.6%  ··  cjxl_0.10.1_d0e7g3num_threads0
301696583  4.9033227  95.41%   1.88711       84.6%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
304254713  4.9492970  96.31%   1.81846       81.5%  ··  cjxl_0.10.1_d0e6E4num_threads0
305222425  4.9797471  96.90%   0.3797169     17.0%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
313458671  5.0073880  97.44%   0.06842155     3.1%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
306913154  5.0091483  97.47%   2.23816      100.3%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
308288499  5.0176261  97.64%   2.26445      101.5%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
309438951  5.0365193  98.00%   2.21749       99.4%  ··  cjxl_0.10.1_d0e5E4num_threads0
311276652  5.0792447  98.84%   2.24179      100.5%  ··  cjxl_0.10.1_d0e6g3num_threads0
315177707  5.1181865  99.59%   2.27090      101.8%  ·R  cjxl_0.10.1_d0e6g2num_threads0
315954343  5.1391029  97.74%   2.23156       80.9%  M·  cjxl_0.10.1_d0e6num_threads0
323028497  5.2580945  92.23%   2.75809       63.4%  MR  cjxl_0.10.1_d0e5num_threads0
322794025  5.2694348  92.43%   2.64687       60.9%  ··  cjxl_0.10.1_d0e5g3num_threads0
324090567  5.2722844  92.48%   2.74541       63.1%  ··  cjxl_0.10.1_d0e5g2num_threads0
326754419  5.3581464  93.99%   3.41188       78.5%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
328596208  5.3856184  94.47%   3.47530       79.9%  ·R  cjxl_0.10.1_d0e4E4g2num_threads0
329553707  5.4080052  94.86%   3.21748       74.0%  ··  cjxl_0.10.1_d0e4E4num_threads0
344295132  5.6518162  99.14%   4.24373       97.6%  ·R  cjxl_0.10.1_d0e4g3num_threads0
346188716  5.6800530  99.64%   4.47045      102.8%  ·R  cjxl_0.10.1_d0e4g2num_threads0
347038574  5.7008495  93.38%   4.34763       40.9%  M·  cjxl_0.10.1_d0e4num_threads0
354855837  5.7161910  93.63%   0.2253185      2.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
355180712  5.7217964  93.72%   0.2467734      2.3%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
355949249  5.7306724  93.87%   0.2159248      2.0%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
356328572  5.7374815  93.98%   0.2245229      2.1%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
357598423  5.7607215  94.36%   0.3561036      3.3%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
369933532  6.0892388  99.74%  10.209         96.0%  ·R  cjxl_0.10.1_d0e3g3num_threads0
370243541  6.0942875  99.82%  10.471         98.5%  ·R  cjxl_0.10.1_d0e3g2num_threads0
370908920  6.1050592  93.55%  10.632         62.7%  MR  cjxl_0.10.1_d0e3num_threads0
391543118  6.2565031  95.87%   0.2172555      1.3%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
395363575  6.5236439  99.96%  16.357         96.5%  ·R  cjxl_0.10.1_d0e2g2num_threads0
395398692  6.5237943  99.96%  16.047         94.6%  ··  cjxl_0.10.1_d0e2g3num_threads0
395513192  6.5263032  92.80%  16.956         24.4%  MR  cjxl_0.10.1_d0e2num_threads0
419282101  6.7605673  96.13%   0.065342224    0.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
434455607  6.9826566  99.29%   0.2491968      0.4%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
434545572  6.9843587  99.31%   0.2623403      0.4%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
434506745  6.9996575  99.53%   0.2116986      0.3%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
435065422  7.0126845  99.72%   0.1878397      0.3%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
426505254  7.0326138   ····   69.60          ····   MR  cjxl_0.10.1_d0e1num_threads0

metadata none, size 3000001 100000000

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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
39  100.00%  4.62  100.00%  158579  0.04  0.99  1.34  all                2   5.13%  5.82   6.46%  375466  0.07  1.00  0.85  photo_like
 4   10.26%  3.60    7.99%  134040  0.04  1.00  0.85  3d                 3   7.69%  5.65   9.40%     485  0.00  1.00  7.37  pixel_art_scaled
 3    7.69%  3.90    6.49%  170740  0.04  1.00  0.78  album_art          1   2.56%  4.26   2.36%  259098  0.06  0.96  0.92  ui
 1    2.56%  3.79    2.10%  239084  0.06  1.00  0.78  algorithmic        3   7.69%  4.39   7.31%    7306  0.00  1.00  0.75  vector
 4   10.26%  4.81   10.66%   48391  0.01  0.95  0.93  chart              3   7.69%  4.27   7.11%  154266  0.03  1.00  0.80  watermark
 5   12.82%  5.97   16.55%  119207  0.02  1.01  0.84  comic             35  89.74%  4.65  90.32%  168673  0.04  0.99  1.40  visibly_opaque
 7   17.95%  4.60   17.87%  276747  0.06  1.00  0.84  digital_painting   4  10.26%  4.36   9.68%   70254  0.02  0.99  0.79  visibly_transparent
 4   10.26%  5.15   11.42%   93390  0.02  1.01  0.91  edit              23  58.97%  4.63  59.04%  208218  0.05  1.00  0.83  DirectClass_sRGB
 1    2.56%  6.28    3.48%  319554  0.05  1.00  0.74  game              12  30.77%  4.50  29.99%  116223  0.03  0.98  2.48  DirectClass_sRGB_Alpha
 1    2.56%  3.79    2.10%  239084  0.06  1.00  0.78  jxl_art            4  10.26%  4.94  10.97%     223  0.00  1.01  0.84  PseudoClass_Gray
 2    5.13%  4.39    4.87%  138196  0.03  1.00  0.95  lossy              1   2.56%  4.26   2.36%  259098  0.06  0.96  0.92  source_gnome_screenshot->exiftool
 4   10.26%  4.89   10.84%  229828  0.04  1.00  0.83  machine_learning  21  53.85%  4.70  54.78%  128352  0.03  1.00  0.82  source_imagemagick->exiftool
 1    2.56%  3.61    2.00%     256  0.00  1.00  0.76  misc               5  12.82%  4.71  13.06%  195770  0.04  1.00  0.79  source_unknown->exiftool
 1    2.56%  4.11    2.28%  457306  0.11  1.00  0.78  mixed              4  10.26%  5.00  11.09%  130533  0.04  1.00  3.01  source_web
 3    7.69%  4.39    7.31%    7306  0.00  1.00  0.75  optical_illusion   8  20.51%  4.22  18.71%  216139  0.05  0.98  2.25  source_web->exiftool
 1    2.56%  4.37    2.42%   37531  0.01  1.00  0.84  photo

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e9E4g3num_threads0  97.73%  464.451%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  99.88%  407.80%     cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7g2num_threads0    99.47%  208.70%     cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e5g3num_threads0    99.90%  107.79%     cjxl_0.10.1_d0e6num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                      bpp % of denser milestone    |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)    ||  best of
 81537265  3.7779960  93.65%   0.08316041   56.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 81542559  3.7785008  93.66%   0.1457593    99.1%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 81547996  3.7787015  93.66%   0.1392740    94.7%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
 81549156  3.7791596  93.68%   0.08620001   58.6%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 81552104  3.7795692  93.69%   0.1552153   105.5%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 81552803  3.7796122  93.69%   0.1476586   100.4%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 81576921  3.7799013  93.69%   0.1372687    93.3%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
 81585989  3.7808486  93.72%   0.1407253    95.7%  ··  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 81688813  3.7862020  93.85%   0.1422403    96.7%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 81698100  3.7862549  93.85%   0.08045020   54.7%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 81699618  3.7872372  93.88%   0.1447533    98.4%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 81719423  3.7879401  93.89%   0.1487424   101.1%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 81744950  3.7896291  93.93%   0.1519473   103.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 82189347  3.8088070  94.41%   0.08735092   59.4%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
 82190233  3.8094455  94.43%   0.08666291   58.9%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 83074635  3.8519991  95.48%   0.1416311    96.3%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 83110404  3.8540338  95.53%   0.1726565   117.4%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 83121129  3.8548260  95.55%   0.1491693   101.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 83160768  3.8569801  95.60%   0.1712078   116.4%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 83919755  3.8902005  96.43%   0.05721752   38.9%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
 84334645  3.9096089  96.91%   0.1016544    69.1%  ··  cjxl_0.10.1_d0e10E3num_threads0
 85197492  3.9426980  97.73%   0.683186    464.5%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
 85531881  3.9631292  98.24%   0.3127587   212.6%  ··  cjxl_0.10.1_d0e10g3num_threads0
 86667493  4.0170804  99.57%   0.08448682   57.4%  ··  cjxl_0.10.1_d0e10I100num_threads0
 86860990  4.0188241  99.62%   0.650933    442.5%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
 86559958  4.0190624  99.62%   0.05763818   39.2%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
 86834195  4.0230665  99.72%   0.600286    408.1%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
 86987219  4.0289351  99.87%   0.477005    324.3%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
 87036140  4.0343226  94.94%   0.1470952    19.8%  M·  cjxl_0.10.1_d0e10num_threads0
 87954144  4.0719566  95.83%   1.13145     152.2%  ·R  cjxl_0.10.1_d0e8E4g3num_threads0
 88111321  4.0806568  96.03%   0.819747    110.3%  ··  cjxl_0.10.1_d0e9g3num_threads0
 88377774  4.0905706  96.27%   0.593826     79.9%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
 88406624  4.0909492  96.28%   1.26324     169.9%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
 88526190  4.0980683  96.44%   0.681214     91.6%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 89146608  4.1242817  97.06%   0.479635     64.5%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
 89188286  4.1251765  97.08%   0.482746     64.9%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
 89287883  4.1303792  97.20%   0.531524     71.5%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 89278857  4.1310585  97.22%   0.526836     70.9%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 89345916  4.1357585  97.33%   2.46764     331.9%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
 89422787  4.1391454  97.41%   0.809883    108.9%  ··  cjxl_0.10.1_d0e9g2num_threads0
 89806707  4.1554921  97.79%   0.573556     77.1%  ··  cjxl_0.10.1_d0e9E4num_threads0
 89911497  4.1558341  97.80%   0.519658     69.9%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
 89911035  4.1631837  97.98%   2.61016     351.1%  ·R  cjxl_0.10.1_d0e7E4g2num_threads0
 90125418  4.1666053  98.06%   0.514600     69.2%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
 90110219  4.1732222  98.21%   1.20179     161.6%  ··  cjxl_0.10.1_d0e8g3num_threads0
 90623579  4.1957503  98.74%   1.33297     179.3%  ··  cjxl_0.10.1_d0e8g2num_threads0
 90752948  4.2024738  98.90%   0.507307     68.2%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
 91257105  4.2242527  99.41%   1.39075     187.1%  ··  cjxl_0.10.1_d0e8E4num_threads0
 91682423  4.2442379  99.88%   3.0320      407.8%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
 91807933  4.2491959  98.76%   0.743493     50.4%  M·  cjxl_0.10.1_d0e9num_threads0
 91839528  4.2536892  98.87%   2.8803      195.2%  ··  cjxl_0.10.1_d0e7g3num_threads0
 92362833  4.2796912  99.47%   3.0800      208.7%  ·R  cjxl_0.10.1_d0e7g2num_threads0
 92609221  4.2892887  99.69%   2.76915     187.6%  ··  cjxl_0.10.1_d0e7E4num_threads0
 92910320  4.3024628  98.34%   1.47580      46.0%  M·  cjxl_0.10.1_d0e8num_threads0
 94230815  4.3681537  99.84%   3.2004       99.9%  ·R  cjxl_0.10.1_d0e6E4g2num_threads0
 94416831  4.3753012  95.54%   3.2051       82.1%  MR  cjxl_0.10.1_d0e7num_threads0
 94734856  4.3892000  95.84%   3.5598       91.1%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
 94731944  4.3903058  95.86%   3.5754       91.5%  ·R  cjxl_0.10.1_d0e6g3num_threads0
 95933653  4.4495529  97.16%   3.3018       84.5%  ··  cjxl_0.10.1_d0e6E4num_threads0
 96288753  4.4663137  97.52%   3.7969       97.2%  ·R  cjxl_0.10.1_d0e5E4g2num_threads0
 97522573  4.5265239  98.84%   3.9128      100.2%  ·R  cjxl_0.10.1_d0e5E4num_threads0
 97557854  4.5278047  98.87%   3.7923       97.1%  ··  cjxl_0.10.1_d0e6g2num_threads0
 98585444  4.5751711  99.90%   4.2101      107.8%  ·R  cjxl_0.10.1_d0e5g3num_threads0
 98631810  4.5797796  97.69%   3.9057       84.2%  M·  cjxl_0.10.1_d0e6num_threads0
 98679392  4.5917295  97.95%   0.06792848    1.5%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 99764152  4.6265649  98.69%   3.7699       81.3%  ··  cjxl_0.10.1_d0e4E4g3num_threads0
100233081  4.6571862  99.34%   4.4855       96.7%  ·R  cjxl_0.10.1_d0e5g2num_threads0
100817419  4.6747668  99.72%   3.9957       86.2%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
100838176  4.6880130  95.83%   4.6372       94.7%  MR  cjxl_0.10.1_d0e5num_threads0
101096644  4.6882328  95.83%   3.9924       81.5%  ··  cjxl_0.10.1_d0e4E4num_threads0
104165973  4.8376875  98.89%   4.6086       94.1%  ··  cjxl_0.10.1_d0e4g3num_threads0
105206629  4.8864729  99.89%   4.8458       99.0%  ·R  cjxl_0.10.1_d0e4g2num_threads0
105312710  4.8920657  97.50%   4.8966       40.9%  MR  cjxl_0.10.1_d0e4num_threads0
107661836  4.9996336  99.64%  11.504        96.2%  ·R  cjxl_0.10.1_d0e3g3num_threads0
107660436  5.0006168  99.66%  11.770        98.4%  ·R  cjxl_0.10.1_d0e3g2num_threads0
108039177  5.0177262  92.54%  11.964        58.4%  MR  cjxl_0.10.1_d0e3num_threads0
110084405  5.0995664  94.05%   0.2630884     1.3%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
110091429  5.0996068  94.05%   0.2272270     1.1%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
110444925  5.1115271  94.27%   0.2113706     1.0%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
110475124  5.1131869  94.30%   0.2217311     1.1%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
111370593  5.1592383  95.15%   0.4036976     2.0%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
116432496  5.4222735  90.04%  20.50         25.8%  MR  cjxl_0.10.1_d0e2num_threads0
117597244  5.4626556  90.71%   0.06519262    0.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
117722968  5.4795721  90.99%  19.345        24.4%  ··  cjxl_0.10.1_d0e2g2num_threads0
119112365  5.5388504  91.97%  19.022        24.0%  ··  cjxl_0.10.1_d0e2g3num_threads0
121076892  5.6260324  93.42%   0.1995116     0.3%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
129513562  6.0222672   ····   79.40         ····   MR  cjxl_0.10.1_d0e1num_threads0
133683242  6.1952570   ····    0.2292101    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
133678546  6.1953701   ····    0.2371325    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
133867542  6.2081277   ····    0.2027738    ····   ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
134060698  6.2182898   ····    0.1978970    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

metadata none, size 2073600 2073600

contents | cjxl-extra-single-0.10.1 cjxl-single-0.10.1 extra-fast-single > 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
100  100.00%  2.07  100.00%  125423  0.06  0.99  1.00  all                 2    2.00%  2.07    2.00%  228216  0.11  1.00  0.85  photo
 39   39.00%  2.07   39.00%  157667  0.08  1.00  0.84  3d                  2    2.00%  2.07    2.00%   28568  0.01  1.00  1.28  pixel_art_scaled
  6    6.00%  2.07    6.00%    8399  0.00  1.01  3.43  algorithmic         1    1.00%  2.07    1.00%   13698  0.01  0.95  1.09  text
  1    1.00%  2.07    1.00%   94810  0.05  1.00  0.79  blend              17   17.00%  2.07   17.00%   94430  0.05  0.95  0.88  ui
  5    5.00%  2.07    5.00%   83752  0.04  1.00  0.81  boxed               1    1.00%  2.07    1.00%   27470  0.01  1.00  0.74  vector
  1    1.00%  2.07    1.00%  456202  0.22  1.00  0.84  collage           100  100.00%  2.07  100.00%  125423  0.06  0.99  1.00  visibly_opaque
  4    4.00%  2.07    4.00%  137562  0.07  1.00  0.78  digital_painting   92   92.00%  2.07   92.00%  129286  0.06  0.99  1.02  DirectClass_sRGB
  1    1.00%  2.07    1.00%   21658  0.01  1.00  0.72  edit                4    4.00%  2.07    4.00%  161884  0.08  1.00  0.82  DirectClass_sRGB_Alpha
 16   16.00%  2.07   16.00%  136595  0.07  1.00  0.77  film                2    2.00%  2.07    2.00%     111  0.00  1.01  0.66  PseudoClass_Gray
 49   49.00%  2.07   49.00%  143233  0.07  1.00  0.85  game                2    2.00%  2.07    2.00%     116  0.00  1.00  0.87  PseudoClass_sRGB
  6    6.00%  2.07    6.00%   80834  0.04  1.01  0.98  glitch              1    1.00%  2.07    1.00%  456202  0.22  1.00  0.84  source_gimp->exiftool
  1    1.00%  2.07    1.00%  111700  0.05  1.00  0.77  gregstump           2    2.00%  2.07    2.00%   72757  0.04  1.00  0.84  source_gnome_screenshot->exiftool
  6    6.00%  2.07    6.00%    8399  0.00  1.01  3.43  larip               1    1.00%  2.07    1.00%   19818  0.01  1.00  0.79  source_imagemagick
 16   16.00%  2.07   16.00%  144823  0.07  1.00  0.77  lossy              95   95.00%  2.07   95.00%  124306  0.06  0.99  1.01  source_imagemagick->exiftool
  2    2.00%  2.07    2.00%  119814  0.06  0.97  0.92  misc                1    1.00%  2.07    1.00%  111700  0.05  1.00  0.77  source_sdl
  6    6.00%  2.07    6.00%  171116  0.08  0.97  0.88  mixed

fastest as dense as milestone     size    speed real  compared to
cjxl_0.10.1_d0e8E4g2num_threads0  98.60%  431.830%    cjxl_0.10.1_d0e10num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  99.41%  411.250%    cjxl_0.10.1_d0e9num_threads0
cjxl_0.10.1_d0e7E4g3num_threads0  98.21%  246.657%    cjxl_0.10.1_d0e8num_threads0
cjxl_0.10.1_d0e6E4g3num_threads0  98.30%  116.664%    cjxl_0.10.1_d0e7num_threads0
cjxl_0.10.1_d0e6g3num_threads0    97.22%  104.944%    cjxl_0.10.1_d0e6num_threads0
cjxl_0.10.1_d0e4E4g3num_threads0  99.85%  126.11%     cjxl_0.10.1_d0e5num_threads0
cjxl_0.10.1_d0e4g3num_threads0    99.27%  100.42%     cjxl_0.10.1_d0e4num_threads0

                                           Mpx/s real % of denser milestone
                                           |       milestone
                      bpp % of denser milestone    |Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s real (mean)    ||  best of
101214727  3.9048892  93.35%   0.08262444   69.6%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
101406017  3.9122692  93.53%   0.08540119   71.9%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
101424436  3.9129798  93.54%   0.08525274   71.8%  ··  cjxl_0.10.1_d0e10E3I100g3num_threads0
101437930  3.9135004  93.56%   0.08516178   71.7%  ··  cjxl_0.10.1_d0e10E3I99g3num_threads0
101564351  3.9183777  93.67%   0.08321688   70.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
101697331  3.9235081  93.80%   0.08206963   69.1%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
101742452  3.9252489  93.84%   0.08551609   72.0%  ·R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
101756379  3.9257862  93.85%   0.08579450   72.3%  ·R  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
101772801  3.9264198  93.87%   0.08552707   72.0%  ··  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
101782682  3.9268010  93.88%   0.08666286   73.0%  ·R  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
101834727  3.9288089  93.92%   0.08492986   71.5%  ··  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
102115012  3.9396224  94.18%   0.08588486   72.3%  ··  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
102138865  3.9405426  94.20%   0.08532682   71.9%  ··  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
102398582  3.9505626  94.44%   0.05897428   49.7%  ··  cjxl_0.10.1_d0e10E3I100g2num_threads0
102830127  3.9672117  94.84%   0.05860960   49.4%  ··  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
103598565  3.9968582  95.55%   0.1035182    87.2%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
103613895  3.9974497  95.56%   0.1050063    88.5%  ·R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
103783874  4.0040075  95.72%   0.312117    262.9%  ·R  cjxl_0.10.1_d0e9E4g3num_threads0
104047953  4.0141957  95.96%   0.1008009    84.9%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
104067302  4.0149422  95.98%   0.1020813    86.0%  ··  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
104360227  4.0262433  96.25%   0.04882654   41.1%  ··  cjxl_0.10.1_d0e10E3I100num_threads0
104904622  4.0472462  96.75%   0.08520555   71.8%  ··  cjxl_0.10.1_d0e10E3num_threads0
105072539  4.0537245  96.91%   0.280651    236.4%  ··  cjxl_0.10.1_d0e9E4g2num_threads0
106902243  4.1243149  98.60%   0.512621    431.8%  ·R  cjxl_0.10.1_d0e8E4g2num_threads0
107029610  4.1292288  98.71%   0.1808736   152.4%  ··  cjxl_0.10.1_d0e10g3num_threads0
107247517  4.1376357  98.92%   0.502746    423.5%  ··  cjxl_0.10.1_d0e8E4g3num_threads0
107286369  4.1391346  98.95%   0.276278    232.7%  ··  cjxl_0.10.1_d0e9E4num_threads0
107881577  4.1620979  99.50%   0.07076094   59.6%  ··  cjxl_0.10.1_d0e10I100num_threads0
108004082  4.1668242  99.61%   0.296244    249.6%  ··  cjxl_0.10.1_d0e10P14I100g3num_threads0
108332775  4.1795052  99.92%   0.379367    319.6%  ··  cjxl_0.10.1_d0e10P5I100g3num_threads0
108369653  4.1809280  99.95%   0.382221    322.0%  ··  cjxl_0.10.1_d0e9g3num_threads0
108423332  4.1829989  98.20%   0.1187089    33.1%  M·  cjxl_0.10.1_d0e10num_threads0
108802340  4.1976211  98.54%   0.05574417   15.6%  ··  cjxl_0.10.1_d0e10E3I100g0num_threads0
108980006  4.2044755  98.71%   0.355206     99.1%  ··  cjxl_0.10.1_d0e9g2num_threads0
109041160  4.2068349  98.76%   0.554601    154.8%  ·R  cjxl_0.10.1_d0e8E4num_threads0
109756320  4.2344259  99.41%   1.47332     411.2%  ·R  cjxl_0.10.1_d0e7E4g3num_threads0
109766313  4.2348115  99.42%   0.338485     94.5%  ··  cjxl_0.10.1_d0e10P1I100g3num_threads0
109862253  4.2385128  99.50%   1.32938     371.1%  ··  cjxl_0.10.1_d0e7E4g2num_threads0
110068760  4.2464799  99.69%   0.2922692    81.6%  ··  cjxl_0.10.1_d0e10P1I100g2num_threads0
110100612  4.2477088  99.72%   0.344236     96.1%  ··  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
110248522  4.2534152  99.85%   0.543972    151.8%  ··  cjxl_0.10.1_d0e8g2num_threads0
110328028  4.2564826  99.93%   0.2907294    81.2%  ··  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
110408875  4.2596017  98.80%   0.358255     60.0%  M·  cjxl_0.10.1_d0e9num_threads0
110467142  4.2618496  98.85%   0.534535     89.5%  ··  cjxl_0.10.1_d0e8g3num_threads0
111553682  4.3037686  99.82%   1.27794     213.9%  ··  cjxl_0.10.1_d0e7E4num_threads0
111591019  4.3052091  99.85%   0.313649     52.5%  ··  cjxl_0.10.1_d0e10P2I100g2num_threads0
111754826  4.3115288  97.38%   0.597316     37.9%  M·  cjxl_0.10.1_d0e8num_threads0
112268344  4.3313404  97.83%   0.315510     20.0%  ··  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
112800343  4.3518651  98.30%   1.83850     116.7%  ·R  cjxl_0.10.1_d0e6E4g3num_threads0
112888642  4.3552717  98.37%   0.332530     21.1%  ··  cjxl_0.10.1_d0e10P11I100g3num_threads0
113474097  4.3778587  98.88%   1.73390     110.0%  ··  cjxl_0.10.1_d0e7g3num_threads0
113543555  4.3805384  98.94%   0.332543     21.1%  ··  cjxl_0.10.1_d0e10P12I100g3num_threads0
113725923  4.3875742  99.10%   1.64502     104.4%  ··  cjxl_0.10.1_d0e7g2num_threads0
114756131  4.4273199  93.96%   1.57589      75.6%  M·  cjxl_0.10.1_d0e7num_threads0
115340554  4.4498671  94.44%   0.320239     15.4%  ··  cjxl_0.10.1_d0e10P6I100g3num_threads0
115578356  4.4590415  94.63%   1.76326      84.6%  ··  cjxl_0.10.1_d0e6E4g2num_threads0
116317232  4.4875475  95.24%   2.17239     104.2%  ·R  cjxl_0.10.1_d0e5E4g3num_threads0
116813593  4.5066973  95.65%   1.67333      80.3%  ··  cjxl_0.10.1_d0e6E4num_threads0
117774598  4.5437731  96.43%   2.15695     103.5%  ··  cjxl_0.10.1_d0e5E4g2num_threads0
118740737  4.5810470  97.22%   2.18687     104.9%  ·R  cjxl_0.10.1_d0e6g3num_threads0
118834766  4.5846746  97.30%   2.08371     100.0%  ··  cjxl_0.10.1_d0e5E4num_threads0
121892385  4.7026383  99.80%   2.17041     104.2%  ··  cjxl_0.10.1_d0e6g2num_threads0
122130702  4.7118326  97.82%   2.08384      79.6%  M·  cjxl_0.10.1_d0e6num_threads0
123267288  4.7556824  98.73%   2.5680       98.2%  ·R  cjxl_0.10.1_d0e5g3num_threads0
124674391  4.8099688  99.85%   3.2993      126.1%  ·R  cjxl_0.10.1_d0e4E4g3num_threads0
124855520  4.8169568  94.20%   2.6163       63.6%  M·  cjxl_0.10.1_d0e5num_threads0
124953428  4.8207341  94.28%   2.6470       64.3%  ··  cjxl_0.10.1_d0e5g2num_threads0
125635397  4.8470446  94.79%   3.2679       79.4%  ··  cjxl_0.10.1_d0e4E4g2num_threads0
125683249  4.8488908  94.83%   3.0332       73.7%  ··  cjxl_0.10.1_d0e4E4num_threads0
125753855  4.8516148  94.88%   0.06407385    1.6%  ··  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
131235488  5.0630975  99.02%   0.1919958     4.7%  ··  cjxl_0.10.1_d0e10P0I100g3num_threads0
131409752  5.0698207  99.15%   0.2084174     5.1%  ··  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
131567854  5.0759203  99.27%   4.1308      100.4%  ·R  cjxl_0.10.1_d0e4g3num_threads0
132270292  5.1030205  99.80%   0.1847299     4.5%  ··  cjxl_0.10.1_d0e10P0I100g2num_threads0
132382868  5.1073637  99.88%   0.1911674     4.6%  ··  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
132501878  5.1119552  99.97%   0.3061827     7.4%  ··  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
132538364  5.1133628  91.85%   4.1136       38.8%  M·  cjxl_0.10.1_d0e4num_threads0
132555479  5.1140231  91.87%   4.3233       40.8%  ·R  cjxl_0.10.1_d0e4g2num_threads0
143903845  5.5518459  99.73%  10.293        97.1%  ·R  cjxl_0.10.1_d0e3g3num_threads0
144042478  5.5571944  99.83%  10.448        98.6%  ·R  cjxl_0.10.1_d0e3g2num_threads0
144293181  5.5668666  96.11%  10.596        61.3%  MR  cjxl_0.10.1_d0e3num_threads0
149905458  5.7833896  99.85%  16.675        96.4%  ·R  cjxl_0.10.1_d0e2g3num_threads0
149981248  5.7863136  99.90%  16.424        95.0%  ··  cjxl_0.10.1_d0e2g2num_threads0
150126431  5.7919148  91.57%  17.297        24.5%  MR  cjxl_0.10.1_d0e2num_threads0
151819924  5.8572502  92.61%   0.2233593     0.3%  ··  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
157535307  6.0777510  96.09%   0.06199454    0.1%  ··  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
163022638  6.2894536  99.44%   0.1719979     0.2%  ··  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
163268250  6.2989294  99.59%   0.1672806     0.2%  ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
163942901  6.3249576   ····   70.55         ····   MR  cjxl_0.10.1_d0e1num_threads0
165330865  6.3785056   ····    0.1926946    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
165367403  6.3799152   ····    0.1945478    ····   ··  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0

cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi

metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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
776  100.00%  1.07  100.00%   81388  0.10  1.00  0.96  all                      2   0.26%  0.19   0.05%   60926  0.41  1.00  0.84  painting
 59    7.60%  2.08   14.74%  145775  0.07  1.00  0.86  3d                       1   0.13%  2.36   0.28%   59557  0.03  1.00  0.81  panorama
 32    4.12%  0.25    0.96%   15063  0.06  1.00  0.88  albedo                  96  12.37%  0.84   9.64%  113560  0.16  1.00  0.85  photo
 18    2.32%  1.57    3.40%  194320  0.19  1.00  1.03  album_art               20   2.58%  1.53   3.68%  258303  0.22  1.00  0.82  photo_like
 44    5.67%  1.20    6.37%   77261  0.06  1.09  1.22  algorithmic             73   9.41%  0.23   1.99%     804  0.00  1.01  0.90  pixel_art
  3    0.39%  1.82    0.66%  116147  0.06  1.00  0.85  blend                   31   3.99%  1.16   4.33%    2318  0.00  1.00  2.73  pixel_art_scaled
 10    1.29%  1.53    1.84%  126413  0.15  1.00  0.81  boxed                    6   0.77%  0.30   0.21%     139  0.00  0.92  0.87  reduced_palette
 13    1.68%  2.18    3.41%   19687  0.01  0.96  0.95  chart                   10   1.29%  0.55   0.66%    3869  0.01  1.02  1.13  sprite_sheet
  1    0.13%  2.07    0.25%  456202  0.22  1.00  0.84  collage                  2   0.26%  0.40   0.10%   46824  0.13  1.00  0.92  stereogram
 11    1.42%  3.71    4.90%   88038  0.03  0.98  0.84  comic                   24   3.09%  0.52   1.51%    3400  0.01  0.91  0.97  text
  2    0.26%  1.05    0.25%   31449  0.03  1.00  0.88  diffuse                 68   8.76%  0.30   2.43%   33012  0.13  1.00  0.86  texture
 70    9.02%  1.55   13.08%  117322  0.09  1.00  0.79  digital_painting         2   0.26%  0.92   0.22%   16480  0.02  1.00  0.75  thumbnail
  6    0.77%  1.66    1.20%  302073  0.18  1.00  0.82  digital_painting_like   58   7.47%  1.28   8.95%   55987  0.04  0.94  0.99  ui
  3    0.39%  1.12    0.40%   25396  0.03  1.00  0.88  dither_mean              5   0.64%  3.39   2.04%   10776  0.00  1.00  0.85  vector
 24    3.09%  1.73    5.00%   79792  0.10  0.99  0.84  edit                    58   7.47%  1.20   8.36%  119752  0.11  1.00  1.12  watermark
  3    0.39%  0.54    0.20%    4703  0.04  1.02  0.94  emoji                  666  85.82%  1.16  92.52%   87577  0.10  1.00  0.97  visibly_opaque
 21    2.71%  1.77    4.47%  135078  0.09  1.00  0.78  film                   110  14.18%  0.57   7.48%   43918  0.12  1.00  0.92  visibly_transparent
  1    0.13%  0.26    0.03%       6  0.00  1.00  0.37  fractal                  6   0.77%  0.37   0.27%     800  0.01  1.01  1.06  DirectClass_Gray_Alpha
 77    9.92%  1.71   15.83%  104143  0.05  1.00  0.87  game                   480  61.86%  1.26  72.74%  110757  0.12  0.99  0.90  DirectClass_sRGB
 19    2.45%  0.92    2.11%   15381  0.02  1.01  1.04  game_asset             168  21.65%  0.89  17.93%   59401  0.11  1.00  1.14  DirectClass_sRGB_Alpha
  8    1.03%  1.82    1.75%   68722  0.04  1.01  0.97  glitch                  29   3.74%  1.47   5.11%     131  0.00  1.12  0.81  PseudoClass_Gray
  2    0.26%  1.72    0.41%  146688  0.09  1.00  0.80  gregstump               86  11.08%  0.36   3.67%      56  0.00  1.00  0.99  PseudoClass_sRGB
 24    3.09%  0.02    0.05%    4940  0.29  1.00  0.83  icon                     7   0.90%  0.33   0.28%     102  0.00  1.01  1.19  PseudoClass_sRGB_Alpha
 27    3.48%  1.14    3.70%  124026  0.10  1.15  0.75  jxl_art                  9   1.16%  0.32   0.34%   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  10.57%  0.21   2.08%   20305  0.16  1.00  0.88  source_app->exiftool
 16    2.06%  1.37    2.64%    3173  0.00  1.00  2.06  larip                   41   5.28%  0.27   1.31%   41699  0.17  1.00  0.82  source_gimp
 56    7.22%  0.21    1.44%   27049  0.13  1.00  0.85  logo                     2   0.26%  1.62   0.39%  241406  0.12  1.00  1.47  source_gimp->exiftool
 83   10.70%  1.15   11.43%   92858  0.12  1.00  0.85  lossy                   11   1.42%  1.37   1.82%   48831  0.04  0.96  0.94  source_gnome_screenshot->exiftool
 49    6.31%  1.50    8.86%  242843  0.24  1.00  0.83  machine_learning         1   0.13%  2.07   0.25%   19818  0.01  1.00  0.79  source_imagemagick
 22    2.84%  0.96    2.53%   64732  0.09  1.01  0.97  misc                   507  65.34%  1.16  70.67%   82020  0.08  1.00  0.93  source_imagemagick->exiftool
 21    2.71%  1.42    3.59%  131078  0.11  0.99  0.90  mixed                    2   0.26%  1.79   0.43%   59126  0.03  1.00  0.80  source_sdl
  2    0.26%  0.79    0.19%    4733  0.01  1.03  1.03  mosaic                  33   4.25%  1.69   6.72%  129706  0.11  1.00  0.95  source_unknown->exiftool
 34    4.38%  0.30    1.21%   49998  0.20  1.00  0.84  normal                  30   3.87%  1.22   4.42%   54704  0.04  0.99  1.80  source_web
  6    0.77%  2.39    1.72%   31417  0.08  1.00  0.82  optical_illusion        58   7.47%  1.66  11.57%  188549  0.13  1.00  1.07  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4g2  99.30%  244.5397%  356.1442%   cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4g2  99.50%  151.4432%  133.9910%   cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4g3  99.97%  211.614%   147.074%    cjxl_0.10.1_d0e8

                                                                  Mpx/s real % of denser milestone
                                                                  |       milestone
                      bpp % of denser milestone                   |       |Pareto front for bpp and CPU time
                      |                     Mpx/s CPU % of denser milestone|Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
433937449  4.1194601  94.98%   0.13124196    77.5%   0.13121096    71.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
433997166  4.1197789  94.99%   0.13086319    77.3%   0.13085735    71.6%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
433500197  4.1199311  94.99%   0.089661595   52.9%   0.089654856   49.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
434053809  4.1206321  95.01%   0.13170588    77.8%   0.13169469    72.1%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
434458721  4.1218547  95.03%   0.13107896    77.4%   0.13107208    71.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
434660716  4.1232600  95.07%   0.13075104    77.2%   0.13072692    71.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
434821881  4.1265229  95.14%   0.13117920    77.5%   0.13116835    71.8%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
434872377  4.1267794  95.15%   0.13071451    77.2%   0.13070700    71.6%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
434393503  4.1270532  95.15%   0.089783759   53.0%   0.089765010   49.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
434926282  4.1277119  95.17%   0.13094924    77.3%   0.13095313    71.7%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
435409531  4.1298806  95.22%   0.13073208    77.2%   0.13073302    71.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
435493082  4.1303691  95.23%   0.13053554    77.1%   0.13052848    71.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
437027933  4.1475219  95.63%   0.10007308    59.1%   0.10007512    54.8%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
438053287  4.1559599  95.82%   0.096807353   57.2%   0.096767292   53.0%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
435030311  4.1575901  95.86%   0.088139497   52.0%   0.088129839   48.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
442520366  4.1880119  96.56%   0.076542349   45.2%   0.076536023   41.9%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
444686983  4.2173634  97.24%   0.12790054    75.5%   0.12778302    70.0%  ···  cjxl_0.10.1_d0e10E3num_threads0
449155545  4.2785506  98.65%   0.4475638    264.3%   0.5522833    302.4%  ·CR  cjxl_0.10.1_d0e9E4g3
442054653  4.2987918  99.11%   0.14831835    87.6%   0.14832066    81.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
442194167  4.2996814  99.13%   0.14965881    88.4%   0.14965227    81.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
442779993  4.3025454  99.20%   0.14754333    87.1%   0.14753507    80.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
442926267  4.3034413  99.22%   0.14786761    87.3%   0.14784122    80.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
455367008  4.3054426  99.27%   0.080567562   47.6%   0.080579615   44.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
453303245  4.3066947  99.30%   0.4141506    244.5%   0.6504751    356.1%  ··R  cjxl_0.10.1_d0e9E4g2
456096584  4.3079201  99.32%   0.11093654    65.5%   0.11092362    60.7%  ···  cjxl_0.10.1_d0e10I100num_threads0
458204898  4.3372427  97.61%   0.1693592     36.7%   0.1826437     21.8%  M··  cjxl_0.10.1_d0e10
456636814  4.3424567  97.73%   0.2598671     56.3%   0.2596892     31.1%  ···  cjxl_0.10.1_d0e10g3num_threads0
456636814  4.3424567  97.73%   0.2517952     54.5%   0.2625366     31.4%  ···  cjxl_0.10.1_d0e10g3
460390620  4.3497884  97.89%   0.3707549     80.3%   0.6566068     78.5%  ··R  cjxl_0.10.1_d0e9E4
462246877  4.3816867  98.61%   0.4383567     94.9%   0.4381835     52.4%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
463265083  4.4063690  99.17%   0.6992944    151.4%   0.8716542    104.2%  ·CR  cjxl_0.10.1_d0e8E4g3
465130651  4.4111813  99.27%   0.5269509    114.1%   0.6557919     78.4%  ···  cjxl_0.10.1_d0e9g3
464171751  4.4128716  99.31%   0.5745137    124.4%   0.5742432     68.7%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
463642023  4.4210092  99.50%   0.6995427    151.4%   1.120384     134.0%  ·CR  cjxl_0.10.1_d0e8E4g2
467246703  4.4239292  99.56%   0.5021807    108.7%   0.8003915     95.7%  ···  cjxl_0.10.1_d0e9g2
471217380  4.4434029  98.22%   0.4619175     61.8%   0.8361633     59.6%  M··  cjxl_0.10.1_d0e9
468684636  4.4448441  98.25%   0.7083942     94.7%   1.303233      92.9%  ·CR  cjxl_0.10.1_d0e8E4
471110206  4.4901421  99.25%   0.5451830     72.9%   0.5448996     38.8%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
472264409  4.4977689  99.42%   0.5819707     77.8%   0.5817509     41.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
472383973  4.5025536  99.52%   0.5070574     67.8%   0.5068891     36.1%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
475485773  4.5103680  99.70%   0.7297318     97.6%   0.9107644     64.9%  ·C·  cjxl_0.10.1_d0e8g3
473579973  4.5114856  99.72%   0.5173130     69.2%   0.5170059     36.9%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
473876753  4.5127970  99.75%   0.5187334     69.3%   0.5187061     37.0%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
475223989  4.5141861  99.78%   0.7266216     97.1%   1.159536      82.7%  ···  cjxl_0.10.1_d0e8g2
473479641  4.5226033  99.97%   1.58294      211.6%   2.06311      147.1%  ·CR  cjxl_0.10.1_d0e7E4g3
478100570  4.5241308  97.56%   0.7480298     45.3%   1.402770      43.9%  M··  cjxl_0.10.1_d0e8
475445025  4.5251504  97.58%   0.5372033     32.5%   0.5370602     16.8%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
473975222  4.5302908  97.69%   1.53460       92.9%   2.52699       79.0%  ··R  cjxl_0.10.1_d0e7E4g2
478453944  4.5474031  98.06%   1.45253       87.9%   2.72402       85.2%  ··R  cjxl_0.10.1_d0e7E4
480833975  4.5975698  99.14%   0.5201879     31.5%   0.5201405     16.3%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
483110413  4.6242544  99.72%   0.5143595     31.1%   0.5145020     16.1%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
485054385  4.6296727  99.84%   1.86384      112.8%   2.45921       76.9%  ·C·  cjxl_0.10.1_d0e6E4g3
487055473  4.6356572  99.96%   1.73451      105.0%   2.89175       90.5%  ··R  cjxl_0.10.1_d0e7g2
487151483  4.6369126  99.99%   1.79245      108.5%   2.35845       73.8%  ···  cjxl_0.10.1_d0e7g3
489192926  4.6373102  95.86%   1.65194       85.0%   3.19703       82.0%  M·R  cjxl_0.10.1_d0e7
491882046  4.6632339  96.39%   1.79425       92.3%   3.04436       78.1%  ···  cjxl_0.10.1_d0e6E4g2
497108965  4.7025220  97.20%   1.68897       86.9%   3.23887       83.1%  ··R  cjxl_0.10.1_d0e6E4
492531995  4.7170177  97.50%   0.4823879     24.8%   0.4822475     12.4%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
499359938  4.7488560  98.16%   2.14519      110.4%   2.86821       73.5%  ·C·  cjxl_0.10.1_d0e5E4g3
502730924  4.7647802  98.49%   2.05937      105.9%   3.56147       91.3%  ··R  cjxl_0.10.1_d0e5E4g2
505579409  4.7839307  98.89%   1.94603      100.1%   3.87286       99.3%  ··R  cjxl_0.10.1_d0e5E4
509738389  4.7855473  98.92%   0.085346706    4.4%   0.085340028    2.2%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
504004964  4.7870010  98.95%   2.13359      109.8%   2.85991       73.3%  ···  cjxl_0.10.1_d0e6g3
510921979  4.8130063  99.49%   2.04497      105.2%   3.52212       90.3%  ···  cjxl_0.10.1_d0e6g2
513681690  4.8378302  97.79%   1.94385       86.8%   3.89980       84.5%  M·R  cjxl_0.10.1_d0e6
522526365  4.9424276  99.91%   2.45695      109.7%   3.33925       72.3%  ·C·  cjxl_0.10.1_d0e5g3
525209807  4.9469216  93.36%   2.24060       69.6%   4.61615       65.2%  M·R  cjxl_0.10.1_d0e5
525475424  4.9486705  93.39%   2.36304       73.4%   4.16909       58.9%  ···  cjxl_0.10.1_d0e5g2
529983546  5.0353686  95.03%   3.10147       96.3%   4.34053       61.3%  ·C·  cjxl_0.10.1_d0e4E4g3
533066139  5.0521638  95.35%   2.92737       90.9%   5.30345       74.9%  ··R  cjxl_0.10.1_d0e4E4g2
535163080  5.0778161  95.83%   2.66892       82.9%   5.61461       79.3%  ··R  cjxl_0.10.1_d0e4E4
555813592  5.2585627  99.24%   3.66129      113.7%   5.20012       73.4%  ·C·  cjxl_0.10.1_d0e4g3
558871206  5.2738047  99.53%   3.48685      108.3%   6.43309       90.8%  ··R  cjxl_0.10.1_d0e4g2
560708443  5.2986795  93.55%   3.22088       59.6%   7.08416       35.2%  M·R  cjxl_0.10.1_d0e4
576134237  5.3973599  95.29%   0.3152286      5.8%   0.3151448      1.6%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
576554026  5.4010639  95.36%   0.3407080      6.3%   0.3406477      1.7%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
578344169  5.4183545  95.67%   0.3090909      5.7%   0.3089860      1.5%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
578931153  5.4233232  95.75%   0.3188770      5.9%   0.3187292      1.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
581729657  5.4643777  96.48%   0.5148941      9.5%   0.5151752      2.6%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
592758127  5.6499144  99.75%   7.08468      131.2%  11.906         59.2%  ·CR  cjxl_0.10.1_d0e3g3
593182459  5.6538837  99.82%   6.40478      118.6%  16.348         81.3%  ··R  cjxl_0.10.1_d0e3g2
594426357  5.6638765  94.54%   5.40010       64.7%  20.105         85.2%  M·R  cjxl_0.10.1_d0e3
635042638  5.9619471  99.52%   0.2853858      3.4%   0.2853379      1.2%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
634860349  5.9903968  99.99%   8.8186       105.7%  18.654         79.1%  ·C·  cjxl_0.10.1_d0e2g2
633804302  5.9907328  91.08%   8.3415        20.7%  23.589         50.0%  M·R  cjxl_0.10.1_d0e2
636232401  5.9925389  91.10%   9.4732        23.5%  16.629         35.3%  ·C·  cjxl_0.10.1_d0e2g3
672840341  6.4483580  98.03%   0.083050701    0.2%   0.083047582    0.2%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
689624128  6.5776701   ····   40.290         ····   47.166         ····   MCR  cjxl_0.10.1_d0e1
704936521  6.5933042   ····    0.3230478     ····    0.3231784     ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
704636866  6.6735520   ····    0.4419276     ····    0.4418244     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
704663779  6.6757008   ····    0.4256678     ····    0.4256614     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
708640731  6.7489104   ····    0.23036092    ····    0.23032569    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

film photo, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                           patches/no patches (mean)
images        Mpx (mean)     colors (mean) |     e3/e1 (mean)
|    share    |     share    |       colors/px (mean)  tag
117  100.00%  1.00  100.00%  117422  0.14  1.00  0.84  all
  9    7.69%  1.69   12.96%  135350  0.10  1.00  0.80  boxed
  1    0.85%  2.07    1.77%  456202  0.22  1.00  0.84  collage
 11    9.40%  0.94    8.80%   95756  0.16  1.00  0.82  edit
 21   17.95%  1.77   31.70%  135078  0.09  1.00  0.78  film
  1    0.85%  0.87    0.74%  224155  0.26  1.00  0.87  kaleidoscope
 66   56.41%  1.06   59.43%   99439  0.13  1.00  0.84  lossy
 96   82.05%  0.84   68.30%  113560  0.16  1.00  0.85  photo
  5    4.27%  1.23    5.24%  169890  0.15  1.00  0.81  ui
 27   23.08%  1.04   23.85%  165965  0.18  1.00  0.84  watermark
114   97.44%  1.02   98.58%  116971  0.14  1.00  0.84  visibly_opaque
  3    2.56%  0.56    1.42%  134572  0.25  1.00  0.81  visibly_transparent
100   85.47%  0.98   83.40%  124653  0.15  1.00  0.84  DirectClass_sRGB
  8    6.84%  1.30    8.84%  158861  0.17  1.00  0.81  DirectClass_sRGB_Alpha
  6    5.13%  0.86    4.38%     248  0.00  1.00  0.86  PseudoClass_Gray
  3    2.56%  1.32    3.38%     241  0.00  1.00  0.82  PseudoClass_sRGB
  1    0.85%  2.07    1.77%  456202  0.22  1.00  0.84  source_gimp->exiftool
  2    1.71%  2.07    3.53%   72757  0.04  1.00  0.84  source_gnome_screenshot->exiftool
113   96.58%  0.97   93.36%  113159  0.14  1.00  0.84  source_imagemagick->exiftool
  1    0.85%  1.57    1.34%  349755  0.22  1.00  0.84  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e7E4g2  99.95%  1022.88%   1245.1%     cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e6E4g3  99.95%   485.89%    410.43%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7g2    99.60%   305.05%    308.32%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6E4g2  99.53%   123.56%    110.55%    cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e5E4    99.44%   102.72%    101.30%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4    99.10%   125.09%    126.24%    cjxl_0.10.1_d0e5

                                                                 Mpx/s real % of denser milestone
                                                                 |        milestone
                      bpp % of denser milestone                  |        |Pareto front for bpp and CPU time
                      |                    Mpx/s CPU % of denser milestone||Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
 75308347  5.5949624  96.60%   0.05195070    47.9%   0.05194805    44.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 75308440  5.5950185  96.60%   0.05178328    47.7%   0.05177988    44.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 75457008  5.6011992  96.70%   0.05178593    47.7%   0.05178344    44.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 75395865  5.6027599  96.73%   0.05326782    49.1%   0.05326559    45.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 75396593  5.6028236  96.73%   0.05314405    49.0%   0.05314156    45.4%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 75397481  5.6028636  96.73%   0.05317930    49.0%   0.05317438    45.4%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 75397954  5.6029189  96.73%   0.05301996    48.9%   0.05301470    45.3%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 75424847  5.6047706  96.77%   0.05355884    49.4%   0.05355527    45.8%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 75425498  5.6048371  96.77%   0.05342879    49.2%   0.05342612    45.6%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 75486293  5.6071510  96.81%   0.05304361    48.9%   0.05303886    45.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 75486763  5.6072062  96.81%   0.05290586    48.8%   0.05290321    45.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 75575963  5.6129355  96.91%   0.05329677    49.1%   0.05329393    45.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 75576768  5.6130018  96.91%   0.05311357    48.9%   0.05311087    45.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 75926971  5.6337787  97.27%   0.05574992    51.4%   0.05574722    47.6%  ·CR  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 75927530  5.6337923  97.27%   0.05561360    51.3%   0.05561024    47.5%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 76099229  5.6631403  97.77%   0.238449     219.8%   0.252247     215.5%  ·CR  cjxl_0.10.1_d0e9E4g3
 76663619  5.6928717  98.29%   0.253821     233.9%   0.301537     257.6%  ·CR  cjxl_0.10.1_d0e9E4g2
 77231418  5.6979030  98.37%   0.05318590    49.0%   0.05318256    45.4%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 77521952  5.7218657  98.79%   0.08258415    76.1%   0.08254982    70.5%  ···  cjxl_0.10.1_d0e10E3num_threads0
 77085294  5.7226969  98.80%   0.224914     207.3%   0.224902     192.2%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 76767520  5.7264269  98.87%   0.05297829    48.8%   0.05297551    45.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 76769148  5.7264897  98.87%   0.05293636    48.8%   0.05293340    45.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 76768248  5.7264906  98.87%   0.05287600    48.7%   0.05287282    45.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 76769621  5.7265451  98.87%   0.05276241    48.6%   0.05276000    45.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 77227258  5.7421405  99.14%   0.370621     341.6%   0.394129     336.8%  ·CR  cjxl_0.10.1_d0e8E4g3
 77340896  5.7479485  99.24%   0.292551     269.6%   0.312735     267.2%  ···  cjxl_0.10.1_d0e9g3
 77365349  5.7542169  99.35%   1.14770     1057.7%   1.2849      1097.8%  ·CR  cjxl_0.10.1_d0e7E4g3
 77343824  5.7614845  99.47%   0.1095381    100.9%   0.1095299     93.6%  ···  cjxl_0.10.1_d0e10g3num_threads0
 77343824  5.7614845  99.47%   0.1090543    100.5%   0.1112682     95.1%  ···  cjxl_0.10.1_d0e10g3
 77711801  5.7630045  99.50%   0.312429     287.9%   0.380869     325.4%  ···  cjxl_0.10.1_d0e9g2
 77495900  5.7632306  99.50%   0.399635     368.3%   0.478085     408.5%  ···  cjxl_0.10.1_d0e8E4g2
 78143022  5.7678986  99.58%   0.253339     233.5%   0.332275     283.9%  ···  cjxl_0.10.1_d0e9E4
 78243672  5.7691005  99.60%   0.07633740    70.4%   0.07633169    65.2%  ···  cjxl_0.10.1_d0e10I100num_threads0
 77638283  5.7742419  99.69%   0.282908     260.7%   0.282893     241.7%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 77899583  5.7890193  99.95%   1.10992     1022.9%   1.4573      1245.1%  ··R  cjxl_0.10.1_d0e7E4g2
 78524676  5.7921437  99.41%   0.1085087     35.0%   0.1170374     27.9%  M··  cjxl_0.10.1_d0e10
 78096506  5.7985491  99.52%   0.396204     127.7%   0.421338     100.3%  ···  cjxl_0.10.1_d0e8g3
 78295604  5.8108969  99.73%   0.426652     137.5%   0.513760     122.3%  ···  cjxl_0.10.1_d0e8g2
 78297532  5.8143233  99.79%   1.3886       447.4%   1.5808       376.2%  ·CR  cjxl_0.10.1_d0e7g3
 78741523  5.8165676  99.83%   0.414277     133.5%   0.547280     130.3%  ···  cjxl_0.10.1_d0e8E4
 78500920  5.8235726  99.95%   1.5080       485.9%   1.7244       410.4%  ·CR  cjxl_0.10.1_d0e6E4g3
 79005993  5.8265254  99.31%   0.310358      69.8%   0.420155      70.3%  M··  cjxl_0.10.1_d0e9
 78843159  5.8435084  99.60%   1.3558       305.0%   1.8423       308.3%  ··R  cjxl_0.10.1_d0e7g2
 79761077  5.8539158  99.77%   0.05528415    12.4%   0.05528078     9.3%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 79306724  5.8558294  99.81%   0.967197     217.6%   1.39697      233.8%  ···  cjxl_0.10.1_d0e7E4
 78627953  5.8558702  99.81%   0.283451      63.8%   0.283404      47.4%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 78627940  5.8558936  99.81%   0.287826      64.8%   0.287808      48.2%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 78812854  5.8646027  99.96%   0.305859      68.8%   0.305875      51.2%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 78814965  5.8647186  99.96%   0.301517      67.8%   0.301501      50.5%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 79543798  5.8671293  99.24%   0.444465      38.2%   0.597527      33.3%  M··  cjxl_0.10.1_d0e8
 78917020  5.8747865  99.36%   0.304657      26.2%   0.304652      17.0%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 78917389  5.8747992  99.36%   0.300342      25.8%   0.300296      16.8%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 79792841  5.8846962  99.53%   1.4372       123.6%   1.9816       110.5%  ··R  cjxl_0.10.1_d0e6E4g2
 79155475  5.8906384  99.63%   0.262579      22.6%   0.262560      14.6%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 79156612  5.8940422  99.69%   0.280063      24.1%   0.280049      15.6%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 80209928  5.9123548  97.16%   1.16323       75.0%   1.7925        69.7%  M··  cjxl_0.10.1_d0e7
 79443034  5.9216131  97.31%   0.278037      17.9%   0.278020      10.8%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 80031654  5.9227375  97.33%   1.8368       118.4%   2.1328        82.9%  ·CR  cjxl_0.10.1_d0e6g3
 80200345  5.9330278  97.50%   1.9049       122.8%   2.2226        86.4%  ·CR  cjxl_0.10.1_d0e5E4g3
 81210626  5.9706059  98.12%   1.7612       113.5%   2.5260        98.2%  ··R  cjxl_0.10.1_d0e6g2
 80937373  5.9714025  98.13%   1.8144       116.9%   2.6058       101.3%  ··R  cjxl_0.10.1_d0e5E4g2
 81543781  5.9921971  98.47%   1.25947       81.2%   1.9419        75.5%  ···  cjxl_0.10.1_d0e6E4
 82344926  6.0509903  99.44%   1.5941       102.7%   2.6061       101.3%  ··R  cjxl_0.10.1_d0e5E4
 82939203  6.0852187  98.28%   1.5519        79.0%   2.5727        73.6%  M··  cjxl_0.10.1_d0e6
 82267668  6.0861169  98.30%   2.2708       115.6%   2.6959        77.1%  ·CR  cjxl_0.10.1_d0e5g3
 82830286  6.1043194  98.59%   2.7994       142.5%   3.4212        97.8%  ·CR  cjxl_0.10.1_d0e4E4g3
 82973768  6.1134554  98.74%   2.7214       138.5%   4.2728       122.2%  ··R  cjxl_0.10.1_d0e4E4g2
 82943174  6.1138066  98.74%   2.1785       110.9%   3.2398        92.7%  ···  cjxl_0.10.1_d0e5g2
 83249833  6.1359171  99.10%   2.4580       125.1%   4.4137       126.2%  ··R  cjxl_0.10.1_d0e4E4
 84232010  6.1916536  98.59%   1.9649        62.3%   3.4963        58.4%  M··  cjxl_0.10.1_d0e5
 84707701  6.2576157  99.64%   3.4107       108.1%   4.2576        71.1%  ·C·  cjxl_0.10.1_d0e4g3
 84814802  6.2639689  99.74%   3.3189       105.2%   5.3794        89.8%  ··R  cjxl_0.10.1_d0e4g2
 85014035  6.2804580  97.97%   3.1558        57.7%   5.9906        29.4%  M·R  cjxl_0.10.1_d0e4
 86392021  6.3923745  99.72%   7.4004       135.3%  11.13          54.6%  ·CR  cjxl_0.10.1_d0e3g3
 86496469  6.3992245  99.82%   6.7743       123.9%  16.00          78.4%  ··R  cjxl_0.10.1_d0e3g2
 86673470  6.4105301  90.56%   5.4690        65.1%  20.41          86.7%  M·R  cjxl_0.10.1_d0e3
 90202695  6.5540312  92.59%   0.05653992     0.7%   0.05653658     0.2%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 96250474  7.0726858  99.92%  10.163        121.0%  15.97          67.8%  ·C·  cjxl_0.10.1_d0e2g3
 96254475  7.0747057  99.94%   9.0951       108.3%  17.77          75.5%  ···  cjxl_0.10.1_d0e2g2
 96282186  7.0786309  92.79%   8.3999        23.9%  23.54          60.7%  M·R  cjxl_0.10.1_d0e2
102329902  7.4504830  97.67%   0.191999       0.5%   0.191988       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
102337572  7.4506753  97.67%   0.190117       0.5%   0.190109       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
103144276  7.5086627  98.43%   0.222151       0.6%   0.222142       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
103148703  7.5088739  98.43%   0.219001       0.6%   0.218944       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
103229893  7.5221435  98.61%   0.314805       0.9%   0.314796       0.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
103787658  7.6282973   ····   35.14         ·····   38.79         ·····   MCR  cjxl_0.10.1_d0e1
116932848  8.4585927   ····    0.230423     ·····    0.230403     ·····   ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
126365065  9.2869080   ····    0.213935     ·····    0.213929     ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
126557011  9.3048345   ····    0.205900     ·····    0.205911     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
127869059  9.4073542   ····    0.248936     ·····    0.248922     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
127870910  9.4074454   ····    0.245882     ·····    0.245783     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
132346072  9.6367529   ····    0.05158540   ·····    0.05158285   ·····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

film photo (not boxed collage edit kaleidoscope ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
90  100.00%  0.92  100.00%  110413  0.14  1.00  0.84  all
10   11.11%  1.86   22.50%  154678  0.09  1.00  0.75  film
48   53.33%  0.94   54.55%   81224  0.13  1.00  0.85  lossy
80   88.89%  0.80   77.50%  104879  0.15  1.00  0.85  photo
26   28.89%  0.98   30.77%  161622  0.18  1.00  0.84  watermark
87   96.67%  0.93   97.98%  109579  0.14  1.00  0.84  visibly_opaque
 3    3.33%  0.56    2.02%  134572  0.25  1.00  0.81  visibly_transparent
77   85.56%  0.91   84.85%  119325  0.15  1.00  0.85  DirectClass_sRGB
 6    6.67%  1.04    7.54%  124567  0.18  1.00  0.80  DirectClass_sRGB_Alpha
 4    4.44%  0.58    2.83%     252  0.00  1.00  0.84  PseudoClass_Gray
 3    3.33%  1.32    4.79%     241  0.00  1.00  0.82  PseudoClass_sRGB
 1    1.11%  2.07    2.51%   78231  0.04  1.00  0.81  source_gnome_screenshot->exiftool
88   97.78%  0.90   95.59%  108058  0.14  1.00  0.84  source_imagemagick->exiftool
 1    1.11%  1.57    1.90%  349755  0.22  1.00  0.84  source_web->exiftool

fastest as dense as milestone
|                     size     speed CPU  speed real  compared to
cjxl_0.10.1_d0e7E4g2  100.00%  1035.4%    1270.9%     cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7g3     99.74%   440.76%    361.64%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7g2     99.51%   307.31%    303.63%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6E4g2   99.48%   122.26%    108.07%    cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e5E4     99.47%   102.53%    100.90%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4     98.95%   125.05%    124.51%    cjxl_0.10.1_d0e5

                                                                 Mpx/s real % of denser milestone
                                                                 |        milestone
                     bpp % of denser milestone                   |        |Pareto front for bpp and CPU time
                     |                     Mpx/s CPU % of denser milestone||Pareto front for bpp and real time
B         bpp (mean) |        Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
55508135  5.8297134   96.54%   0.04998893    46.3%   0.04998622    43.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
55508135  5.8297134   96.54%   0.04979304    46.2%   0.04978984    42.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
55565094  5.8320339   96.58%   0.04997501    46.3%   0.04997261    43.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
55594036  5.8397393   96.70%   0.05160708    47.8%   0.05160249    44.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
55594036  5.8397393   96.70%   0.05142387    47.7%   0.05142121    44.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
55595203  5.8397457   96.70%   0.05166896    47.9%   0.05166607    44.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
55595203  5.8397457   96.70%   0.05150008    47.7%   0.05149720    44.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
55594271  5.8398413   96.71%   0.05163809    47.9%   0.05163334    44.5%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
55594271  5.8398413   96.71%   0.05145178    47.7%   0.05144711    44.3%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
55596600  5.8398734   96.71%   0.05167978    47.9%   0.05167759    44.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
55596600  5.8398734   96.71%   0.05148106    47.7%   0.05147860    44.3%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
55620961  5.8423328   96.75%   0.05205378    48.3%   0.05205011    44.8%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
55620961  5.8423328   96.75%   0.05190192    48.1%   0.05189923    44.7%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
55991982  5.8713154   97.23%   0.05532073    51.3%   0.05531823    47.6%  ·CR  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
55991982  5.8713154   97.23%   0.05519080    51.2%   0.05518735    47.5%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
56137494  5.9055853   97.79%   0.235210     218.0%   0.249556     214.8%  ·CR  cjxl_0.10.1_d0e9E4g3
56813702  5.9306157   98.21%   0.05171264    47.9%   0.05170971    44.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
56813702  5.9306157   98.21%   0.05153334    47.8%   0.05152971    44.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
56813940  5.9306350   98.21%   0.05169619    47.9%   0.05169322    44.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
56813940  5.9306350   98.21%   0.05151889    47.8%   0.05151635    44.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
56576306  5.9361139   98.30%   0.251323     233.0%   0.303684     261.4%  ·CR  cjxl_0.10.1_d0e9E4g2
57058894  5.9420021   98.40%   0.05353371    49.6%   0.05352990    46.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
56790201  5.9635755   98.75%   0.221557     205.4%   0.221546     190.7%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
57291717  5.9676809   98.82%   0.08216624    76.2%   0.08212730    70.7%  ···  cjxl_0.10.1_d0e10E3num_threads0
56974307  5.9869275   99.14%   0.364950     338.3%   0.389434     335.3%  ·CR  cjxl_0.10.1_d0e8E4g3
56993552  5.9915808   99.22%   0.287941     266.9%   0.308320     265.4%  ···  cjxl_0.10.1_d0e9g3
57073905  6.0009438   99.37%   1.1334      1050.6%   1.2630      1087.3%  ·CR  cjxl_0.10.1_d0e7E4g3
57287801  6.0066040   99.47%   0.308539     286.0%   0.382074     328.9%  ···  cjxl_0.10.1_d0e9g2
57052090  6.0112624   99.54%   0.105031      97.4%   0.105023      90.4%  ···  cjxl_0.10.1_d0e10g3num_threads0
57052090  6.0112624   99.54%   0.104570      96.9%   0.106343      91.6%  ···  cjxl_0.10.1_d0e10g3
57226024  6.0113063   99.55%   0.393299     364.6%   0.479037     412.4%  ···  cjxl_0.10.1_d0e8E4g2
57750855  6.0139948   99.59%   0.07678247    71.2%   0.07677658    66.1%  ···  cjxl_0.10.1_d0e10I100num_threads0
57225624  6.0152014   99.61%   0.279179     258.8%   0.279162     240.3%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
57795033  6.0199548   99.69%   0.253839     235.3%   0.341238     293.8%  ···  cjxl_0.10.1_d0e9E4
57493587  6.0386348  100.00%   1.1170      1035.4%   1.4762      1270.9%  ··R  cjxl_0.10.1_d0e7E4g2
57977234  6.0387620   99.36%   0.107878      34.8%   0.116157      27.2%  M··  cjxl_0.10.1_d0e10
57564067  6.0437031   99.44%   0.390045     125.7%   0.416301      97.3%  ···  cjxl_0.10.1_d0e8g3
57744244  6.0576261   99.67%   0.419645     135.3%   0.514981     120.4%  ···  cjxl_0.10.1_d0e8g2
57706245  6.0617152   99.74%   1.3675       440.8%   1.5471       361.6%  ·CR  cjxl_0.10.1_d0e7g3
58239220  6.0714194   99.90%   0.412263     132.9%   0.558382     130.5%  ···  cjxl_0.10.1_d0e8E4
58367701  6.0776568   99.28%   0.310261      70.3%   0.427796      70.2%  M··  cjxl_0.10.1_d0e9
57968416  6.0780680   99.29%   1.4841       336.1%   1.6801       275.8%  ·CR  cjxl_0.10.1_d0e6E4g3
58111732  6.0918351   99.51%   1.3569       307.3%   1.8496       303.6%  ··R  cjxl_0.10.1_d0e7g2
57925210  6.0980556   99.61%   0.283180      64.1%   0.283160      46.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
57925210  6.0980556   99.61%   0.279317      63.3%   0.279261      45.8%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
58004466  6.1002613   99.65%   0.303484      68.7%   0.303475      49.8%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
58004466  6.1002613   99.65%   0.299462      67.8%   0.299449      49.2%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
58863128  6.1014840   99.67%   0.05568385    12.6%   0.05568026     9.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
58668388  6.1144736   99.88%   0.97670      221.2%   1.4350       235.6%  ···  cjxl_0.10.1_d0e7E4
58170013  6.1188523   99.95%   0.301844      68.4%   0.301807      49.5%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
58170013  6.1188523   99.95%   0.297840      67.5%   0.297823      48.9%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
58780451  6.1216887   99.21%   0.441532      37.7%   0.609163      33.3%  M··  cjxl_0.10.1_d0e8
58187440  6.1270896   99.30%   0.276244      23.6%   0.276229      15.1%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
58845733  6.1379443   99.48%   1.4317       122.3%   1.9765       108.1%  ··R  cjxl_0.10.1_d0e6E4g2
58362367  6.1521968   99.71%   0.274001      23.4%   0.273982      15.0%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
58428854  6.1526352   99.72%   0.259025      22.1%   0.259000      14.2%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
59265255  6.1701682   97.07%   1.1711        75.4%   1.8290        70.3%  M··  cjxl_0.10.1_d0e7
59057774  6.1816406   97.25%   1.8169       117.0%   2.0881        80.3%  ·CR  cjxl_0.10.1_d0e6g3
59197811  6.1942759   97.45%   1.8867       121.5%   2.1799        83.8%  ·CR  cjxl_0.10.1_d0e5E4g3
59819200  6.2250668   97.93%   1.7552       113.0%   2.5114        96.6%  ··R  cjxl_0.10.1_d0e6g2
59746170  6.2338569   98.07%   1.8090       116.5%   2.5940        99.7%  ··R  cjxl_0.10.1_d0e5E4g2
60342291  6.2600644   98.48%   1.2626        81.3%   1.9744        75.9%  ···  cjxl_0.10.1_d0e6E4
60928215  6.3229348   99.47%   1.5923       102.5%   2.6245       100.9%  ··R  cjxl_0.10.1_d0e5E4
61338921  6.3565548   98.19%   1.5531        79.0%   2.6011        73.8%  M··  cjxl_0.10.1_d0e6
60742527  6.3590223   98.23%   2.2571       114.9%   2.6525        75.2%  ·CR  cjxl_0.10.1_d0e5g3
61094271  6.3726838   98.44%   2.7716       141.1%   3.3430        94.8%  ·CR  cjxl_0.10.1_d0e4E4g3
61198558  6.3817835   98.58%   2.7135       138.1%   4.2065       119.3%  ··R  cjxl_0.10.1_d0e4E4g2
61209227  6.3853016   98.63%   2.1822       111.1%   3.2331        91.7%  ···  cjxl_0.10.1_d0e5g2
61400715  6.4055995   98.95%   2.4570       125.0%   4.3904       124.5%  ··R  cjxl_0.10.1_d0e4E4
62329553  6.4737908   98.64%   1.9649        61.9%   3.5262        59.1%  M··  cjxl_0.10.1_d0e5
62526724  6.5401208   99.65%   3.3850       106.6%   4.1645        69.8%  ·C·  cjxl_0.10.1_d0e4g3
62597772  6.5458965   99.74%   3.3020       104.0%   5.2841        88.6%  ··R  cjxl_0.10.1_d0e4g2
62738057  6.5632135   97.89%   3.1760        59.1%   5.9663        30.5%  M·R  cjxl_0.10.1_d0e4
63825335  6.6873069   99.74%   7.3341       136.4%  10.76          55.0%  ·CR  cjxl_0.10.1_d0e3g3
63891362  6.6937087   99.84%   6.8118       126.7%  15.44          78.9%  ··R  cjxl_0.10.1_d0e3g2
64005626  6.7044553   91.02%   5.3761        64.3%  19.57          85.0%  M·R  cjxl_0.10.1_d0e3
66004883  6.7803419   92.05%   0.05662637     0.7%   0.05662285     0.2%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
70670687  7.3606940   99.93%   9.950        119.0%  15.36          66.7%  ·C·  cjxl_0.10.1_d0e2g3
70658652  7.3622485   99.95%   8.889        106.3%  16.92          73.5%  ···  cjxl_0.10.1_d0e2g2
70660066  7.3656211   92.69%   8.3604        24.1%  23.02          60.8%  M·R  cjxl_0.10.1_d0e2
74979505  7.7350188   97.34%   0.187915       0.5%   0.187902       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
74979505  7.7350188   97.34%   0.186390       0.5%   0.186382       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
75670707  7.7967214   98.11%   0.217002       0.6%   0.216992       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
75670707  7.7967214   98.11%   0.214445       0.6%   0.214371       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
75701940  7.8159947   98.35%   0.304392       0.9%   0.304381       0.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
76335314  7.9467348   ·····   34.64         ·····   37.85         ·····   MCR  cjxl_0.10.1_d0e1
85311110  8.7167522   ·····    0.230097     ·····    0.230073     ·····   ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
92808359  9.6341164   ·····    0.212752     ·····    0.212747     ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
92806762  9.6412937   ·····    0.201437     ·····    0.201427     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
94041695  9.6932687   ·····    0.241846     ·····    0.241798     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
94041695  9.6932687   ·····    0.239274     ·····    0.239148     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
95114585  9.8501203   ·····    0.05199384   ·····    0.05199100   ·····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

film photo photo_like (not boxed collage edit kaleidoscope ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                           patches/no patches (mean)
images        Mpx (mean)     colors (mean) |     e3/e1 (mean)
|    share    |     share    |       colors/px (mean)  tag
110  100.00%  1.03  100.00%  137302  0.16  1.00  0.84  all
 10    9.09%  1.86   16.43%  154678  0.09  1.00  0.75  film
 48   43.64%  0.94   39.83%   81224  0.13  1.00  0.85  lossy
 20   18.18%  1.53   26.99%  258303  0.22  1.00  0.82  machine_learning
 80   72.73%  0.80   56.58%  104879  0.15  1.00  0.85  photo
 20   18.18%  1.53   26.99%  258303  0.22  1.00  0.82  photo_like
 26   23.64%  0.98   22.46%  161622  0.18  1.00  0.84  watermark
107   97.27%  1.04   98.53%  137378  0.15  1.00  0.84  visibly_opaque
  3    2.73%  0.56    1.47%  134572  0.25  1.00  0.81  visibly_transparent
 97   88.18%  1.04   88.94%  147980  0.17  1.00  0.84  DirectClass_sRGB
  6    5.45%  1.04    5.50%  124567  0.18  1.00  0.80  DirectClass_sRGB_Alpha
  4    3.64%  0.58    2.06%     252  0.00  1.00  0.84  PseudoClass_Gray
  3    2.73%  1.32    3.50%     241  0.00  1.00  0.82  PseudoClass_sRGB
  1    0.91%  2.07    1.83%   78231  0.04  1.00  0.81  source_gnome_screenshot->exiftool
 98   89.09%  0.99   85.87%  118794  0.15  1.00  0.84  source_imagemagick->exiftool
 11   10.00%  1.27   12.30%  307560  0.24  1.00  0.82  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e7E4g3  99.49%  1036.63%   1116.2%     cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7g3    99.71%   449.30%    345.02%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7g2    99.53%   315.08%    308.44%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6E4g2  99.72%   122.81%    106.20%    cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e5E4    99.65%   102.41%    100.79%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4    99.20%   124.79%    122.89%    cjxl_0.10.1_d0e5

                                                                  Mpx/s real % of denser milestone
                                                                  |        milestone
                       bpp % of denser milestone                  |        |Pareto front for bpp and CPU time
                       |                    Mpx/s CPU % of denser milestone||Pareto front for bpp and real time
B          bpp (mean)  |       Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
 80971217   5.9908237  96.96%   0.04856905    46.0%   0.04856662    42.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 80971217   5.9908237  96.96%   0.04839963    45.9%   0.04839657    42.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 81027741   5.9926866  96.99%   0.04854140    46.0%   0.04853907    42.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 81056683   5.9989910  97.09%   0.04987696    47.3%   0.04987284    43.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 81056683   5.9989910  97.09%   0.04972853    47.1%   0.04972616    43.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 81058329   5.9990356  97.09%   0.04994182    47.3%   0.04993906    43.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 81058329   5.9990356  97.09%   0.04979724    47.2%   0.04979434    43.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 81057353   5.9991102  97.09%   0.04991360    47.3%   0.04990933    43.8%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 81057353   5.9991102  97.09%   0.04975562    47.2%   0.04975161    43.7%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 81059682   5.9991365  97.09%   0.04994964    47.3%   0.04994756    43.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 81059682   5.9991365  97.09%   0.04978589    47.2%   0.04978360    43.7%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 81084582   6.0012185  97.13%   0.05036153    47.7%   0.05035819    44.2%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 81084582   6.0012185  97.13%   0.05022653    47.6%   0.05022409    44.1%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 81513954   6.0289182  97.57%   0.05368757    50.9%   0.05368527    47.1%  ·CR  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 81513954   6.0289182  97.57%   0.05358859    50.8%   0.05358510    47.1%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 81649207   6.0589692  98.06%   0.225269     213.5%   0.251078     220.5%  ·CR  cjxl_0.10.1_d0e9E4g3
 82276784   6.0733802  98.29%   0.04996632    47.4%   0.04996371    43.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 82276784   6.0733802  98.29%   0.04982793    47.2%   0.04982457    43.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 82277022   6.0733959  98.29%   0.04995556    47.4%   0.04995278    43.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 82277022   6.0733959  98.29%   0.04981700    47.2%   0.04981455    43.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 82232632   6.0906143  98.57%   0.239942     227.4%   0.319451     280.6%  ·CR  cjxl_0.10.1_d0e9E4g2
 82666425   6.0912096  98.58%   0.05199601    49.3%   0.05199262    45.7%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 82307336   6.1065896  98.83%   0.210935     199.9%   0.210925     185.2%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 82939159   6.1148904  98.97%   0.08049831    76.3%   0.08046295    70.7%  ···  cjxl_0.10.1_d0e10E3num_threads0
 82553948   6.1336667  99.27%   0.274954     260.6%   0.308388     270.8%  ·C·  cjxl_0.10.1_d0e9g3
 82729908   6.1378769  99.34%   0.346028     328.0%   0.385453     338.5%  ·CR  cjxl_0.10.1_d0e8E4g3
 82776137   6.1470751  99.49%   1.09366     1036.6%   1.2709      1116.2%  ·CR  cjxl_0.10.1_d0e7E4g3
 82644065   6.1520131  99.57%   0.1021223     96.8%   0.1021144     89.7%  ···  cjxl_0.10.1_d0e10g3num_threads0
 82644065   6.1520131  99.57%   0.1017053     96.4%   0.1034293     90.8%  ···  cjxl_0.10.1_d0e10g3
 83002771   6.1533272  99.59%   0.293444     278.1%   0.395954     347.7%  ···  cjxl_0.10.1_d0e9g2
 83443064   6.1555551  99.62%   0.07430069    70.4%   0.07429517    65.2%  ···  cjxl_0.10.1_d0e10I100num_threads0
 82867483   6.1574230  99.65%   0.264765     251.0%   0.264748     232.5%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 82971029   6.1596811  99.69%   0.370832     351.5%   0.490046     430.4%  ···  cjxl_0.10.1_d0e8E4g2
 83613511   6.1656781  99.79%   0.242785     230.1%   0.366781     322.1%  ···  cjxl_0.10.1_d0e9E4
 83714757   6.1787624  99.38%   0.1055015     35.7%   0.1138641     25.0%  M··  cjxl_0.10.1_d0e10
 83240554   6.1819795  99.43%   1.07387      363.0%   1.5416       338.3%  ··R  cjxl_0.10.1_d0e7E4g2
 83326144   6.1867240  99.51%   0.369738     125.0%   0.412082      90.4%  ···  cjxl_0.10.1_d0e8g3
 83413206   6.1992356  99.71%   1.3292       449.3%   1.5721       345.0%  ·CR  cjxl_0.10.1_d0e7g3
 83514191   6.2005778  99.73%   0.395271     133.6%   0.522640     114.7%  ···  cjxl_0.10.1_d0e8g2
 84137040   6.2138805  99.95%   0.389299     131.6%   0.580304     127.4%  ···  cjxl_0.10.1_d0e8E4
 84249846   6.2172897  99.35%   0.295841      71.1%   0.455646      72.2%  M··  cjxl_0.10.1_d0e9
 83951362   6.2251427  99.48%   1.4426       346.6%   1.7036       270.1%  ·CR  cjxl_0.10.1_d0e6E4g3
 83873742   6.2282831  99.53%   1.3116       315.1%   1.9454       308.4%  ··R  cjxl_0.10.1_d0e7g2
 84685779   6.2349094  99.63%   0.05360608    12.9%   0.05360272     8.5%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 83827985   6.2396572  99.71%   0.287151      69.0%   0.287141      45.5%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 83827985   6.2396572  99.71%   0.283666      68.1%   0.283651      45.0%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 83799951   6.2415545  99.74%   0.267917      64.4%   0.267899      42.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 83799951   6.2415545  99.74%   0.264560      63.6%   0.264513      41.9%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 84608833   6.2518747  99.90%   0.943461     226.7%   1.5411       244.3%  ···  cjxl_0.10.1_d0e7E4
 84718305   6.2579230  99.33%   0.416254      36.7%   0.630701      32.1%  M··  cjxl_0.10.1_d0e8
 84070926   6.2623023  99.40%   0.285800      25.2%   0.285767      14.6%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 84070926   6.2623023  99.40%   0.282369      24.9%   0.282355      14.4%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 84089545   6.2654480  99.45%   0.261905      23.1%   0.261886      13.3%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 84336412   6.2781132  99.65%   0.246568      21.8%   0.246547      12.6%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 85106100   6.2824537  99.72%   1.3913       122.8%   2.0845       106.2%  ··R  cjxl_0.10.1_d0e6E4g2
 84311684   6.2889191  99.82%   0.259812      22.9%   0.259796      13.2%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 85232008   6.3000937  97.22%   1.13283       74.6%   1.9627        70.7%  M··  cjxl_0.10.1_d0e7
 85110767   6.3154076  97.45%   1.7843       117.4%   2.1522        77.5%  ·CR  cjxl_0.10.1_d0e6g3
 85601354   6.3378375  97.80%   1.8524       121.9%   2.2464        80.9%  ·CR  cjxl_0.10.1_d0e5E4g3
 86150226   6.3590532  98.13%   1.7169       113.0%   2.6594        95.8%  ··R  cjxl_0.10.1_d0e6g2
 86280917   6.3752956  98.38%   1.7681       116.4%   2.7738        99.9%  ··R  cjxl_0.10.1_d0e5E4g2
 86790239   6.3957419  98.69%   1.22832       80.8%   2.1135        76.1%  ···  cjxl_0.10.1_d0e6E4
 87571919   6.4579225  99.65%   1.5561       102.4%   2.7982       100.8%  ··R  cjxl_0.10.1_d0e5E4
 87867071   6.4805410  98.36%   1.5195        78.7%   2.7764        74.1%  M··  cjxl_0.10.1_d0e6
 87261354   6.4823887  98.39%   2.2286       115.4%   2.7472        73.3%  ·C·  cjxl_0.10.1_d0e5g3
 87764263   6.5014303  98.68%   2.7209       140.9%   3.4325        91.6%  ·CR  cjxl_0.10.1_d0e4E4g3
 87848286   6.5082881  98.79%   2.1416       110.9%   3.4265        91.5%  ···  cjxl_0.10.1_d0e5g2
 87951763   6.5112100  98.83%   2.6505       137.2%   4.3792       116.9%  ··R  cjxl_0.10.1_d0e4E4g2
 88211350   6.5353548  99.20%   2.4105       124.8%   4.6035       122.9%  ··R  cjxl_0.10.1_d0e4E4
 89061960   6.5882818  98.77%   1.9317        61.4%   3.7460        59.9%  M··  cjxl_0.10.1_d0e5
 89312231   6.6462447  99.64%   3.3402       106.1%   4.2616        68.2%  ·C·  cjxl_0.10.1_d0e4g3
 89446870   6.6524179  99.73%   3.2428       103.0%   5.5127        88.2%  ··R  cjxl_0.10.1_d0e4g2
 89623294   6.6703081  98.14%   3.1478        59.1%   6.2488        31.4%  M·R  cjxl_0.10.1_d0e4
 90933973   6.7786873  99.74%   7.3016       137.0%  10.98          55.2%  ·CR  cjxl_0.10.1_d0e3g3
 91018764   6.7850647  99.83%   6.7511       126.7%  15.79          79.5%  ··R  cjxl_0.10.1_d0e3g2
 91191310   6.7964185  90.94%   5.3296        63.8%  19.87          85.1%  M·R  cjxl_0.10.1_d0e3
 93866822   6.8671835  91.89%   0.05471811     0.7%   0.05471466     0.2%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
100438418   7.4693290  99.95%   9.9661       119.2%  15.65          67.0%  ·C·  cjxl_0.10.1_d0e2g3
100359850   7.4701968  99.96%   8.9316       106.9%  17.36          74.3%  ···  cjxl_0.10.1_d0e2g2
100321234   7.4734006  92.46%   8.3586        24.5%  23.37          62.6%  M·R  cjxl_0.10.1_d0e2
110370668   8.0187011  99.20%   0.177395       0.5%   0.177383       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
110370668   8.0187011  99.20%   0.176057       0.5%   0.176049       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
111052011   8.0728186  99.87%   0.203891       0.6%   0.203880       0.5%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
111052011   8.0728186  99.87%   0.201720       0.6%   0.201658       0.5%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
108846609   8.0832390   ····   34.17         ·····   37.34         ·····   MCR  cjxl_0.10.1_d0e1
111225860   8.1016429   ····    0.281795     ·····    0.281784     ·····   ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
123385988   8.9509812   ····    0.215772     ·····    0.215750     ·····   ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
136092821   9.9864738   ····    0.196499     ·····    0.196495     ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
136090678   9.9923013   ····    0.187289     ·····    0.187279     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
137326157  10.034871    ····    0.220237     ·····    0.220197     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
137326157  10.034871    ····    0.218100     ·····    0.217995     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
141286968  10.275727    ····    0.04911521   ·····    0.04911270   ·····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

3d, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e7E4g2  99.97%  1017.87%   1580.45%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4    99.68%   328.409%   348.920%   cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e6E4g3  99.87%   387.14%    293.42%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e4E4g3  99.75%   197.19%    135.30%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4g2  98.73%   131.48%    114.88%    cjxl_0.10.1_d0e5
cjxl_0.10.1_d0e4g2    99.99%   114.75%    100.74%    cjxl_0.10.1_d0e4

                                                                 Mpx/s real % of denser milestone
                                                                 |        milestone
                      bpp % of denser milestone                  |        |Pareto front for bpp and CPU time
                      |                    Mpx/s CPU % of denser milestone||Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
 93958957  6.0861109  95.20%   0.04678984    54.0%   0.04678685    49.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 93971019  6.0868948  95.21%   0.04692934    54.1%   0.04692643    49.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 94053916  6.0917578  95.29%   0.04733026    54.6%   0.04732706    49.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 94062789  6.0924104  95.30%   0.04728304    54.6%   0.04728047    49.9%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 94065938  6.0925396  95.30%   0.04708697    54.3%   0.04708441    49.7%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 94074373  6.0931406  95.31%   0.04731374    54.6%   0.04731038    49.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 94074811  6.0931922  95.31%   0.04703737    54.3%   0.04703473    49.6%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 94089622  6.0941346  95.33%   0.04722539    54.5%   0.04722207    49.8%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
 94192533  6.1013812  95.44%   0.04665610    53.8%   0.04665326    49.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 94218693  6.1014340  95.44%   0.04209620    48.6%   0.04209310    44.4%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 94224890  6.1018358  95.45%   0.04201407    48.5%   0.04201175    44.3%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 94254151  6.1048155  95.49%   0.04728790    54.6%   0.04728513    49.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 94262537  6.1053613  95.50%   0.04715331    54.4%   0.04715035    49.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 94273027  6.1060842  95.51%   0.04717179    54.4%   0.04716933    49.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 94286058  6.1069337  95.53%   0.04665755    53.8%   0.04665391    49.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 95208207  6.1632014  96.41%   0.03928299    45.3%   0.03928053    41.4%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 95600522  6.1883571  96.80%   0.06462387    74.6%   0.06461454    68.2%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
 95542772  6.1892591  96.82%   0.196471     226.7%   0.231464     244.2%  ·CR  cjxl_0.10.1_d0e9E4g3
 95943475  6.2117921  97.17%   0.188867     217.9%   0.291863     308.0%  ··R  cjxl_0.10.1_d0e9E4g2
 96339120  6.2376287  97.57%   0.05166079    59.6%   0.05165776    54.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 96349204  6.2382861  97.58%   0.05135381    59.3%   0.05135107    54.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 96376912  6.2404733  97.62%   0.05174339    59.7%   0.05174024    54.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 96386996  6.2411307  97.63%   0.05142689    59.3%   0.05142408    54.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 97239725  6.2926180  98.43%   0.188594     217.6%   0.341758     360.6%  ··R  cjxl_0.10.1_d0e9E4
 97473159  6.3132584  98.75%   0.303802     350.5%   0.454798     479.9%  ·CR  cjxl_0.10.1_d0e8E4g2
 98187116  6.3537413  99.39%   0.04264600    49.2%   0.04264337    45.0%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 98429745  6.3681978  99.61%   0.05742773    66.3%   0.05742383    60.6%  ···  cjxl_0.10.1_d0e10I100num_threads0
 98388607  6.3715308  99.67%   0.301676     348.1%   0.354048     373.6%  ···  cjxl_0.10.1_d0e8E4g3
 98606276  6.3809717  99.81%   0.323767     373.6%   0.565208     596.4%  ·CR  cjxl_0.10.1_d0e8E4
 98673213  6.3911227  99.97%   0.882169    1017.9%   1.49784     1580.5%  ·CR  cjxl_0.10.1_d0e7E4g2
 98810326  6.3928672  98.77%   0.08666794    36.6%   0.09477280    21.5%  M··  cjxl_0.10.1_d0e10
 98973219  6.4112468  99.05%   1.03207      435.6%   1.32883      301.7%  ·C·  cjxl_0.10.1_d0e7E4g3
 99001602  6.4133020  99.08%   0.1062201     44.8%   0.1062156     24.1%  ···  cjxl_0.10.1_d0e10g3num_threads0
 99001602  6.4133020  99.08%   0.1058795     44.7%   0.1102486     25.0%  ···  cjxl_0.10.1_d0e10g3
 99464764  6.4354185  99.42%   0.237616     100.3%   0.370287      84.1%  ···  cjxl_0.10.1_d0e9g2
 99451251  6.4365869  99.44%   0.185601      78.3%   0.185589      42.1%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 99689610  6.4521853  99.68%   0.778167     328.4%   1.53670      348.9%  ··R  cjxl_0.10.1_d0e7E4
 99676719  6.4525548  99.69%   0.244988     103.4%   0.293134      66.6%  ···  cjxl_0.10.1_d0e9g3
 99793757  6.4596136  99.80%   0.227281      95.9%   0.227268      51.6%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
100087802  6.4727860  99.04%   0.236951      67.3%   0.440416      70.7%  M··  cjxl_0.10.1_d0e9
100461240  6.5013195  99.48%   0.218933      62.2%   0.218922      35.1%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
100509172  6.5050782  99.54%   0.326630      92.8%   0.489859      78.6%  ···  cjxl_0.10.1_d0e8g2
100560879  6.5078177  99.58%   0.218914      62.2%   0.218899      35.1%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
100777787  6.5267212  99.87%   1.3628       387.1%   1.8277       293.4%  ·CR  cjxl_0.10.1_d0e6E4g3
100832200  6.5276776  99.88%   0.229899      65.3%   0.229884      36.9%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
100875222  6.5305021  99.93%   0.233319      66.3%   0.233305      37.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
100923809  6.5348874  99.99%   0.220302      62.6%   0.220288      35.4%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
101049590  6.5352773  98.58%   0.352010      36.8%   0.622897      31.8%  M··  cjxl_0.10.1_d0e8
100951717  6.5367174  98.60%   0.222483      23.3%   0.222462      11.4%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
101464654  6.5672581  99.06%   0.323730      33.9%   0.381371      19.5%  ···  cjxl_0.10.1_d0e8g3
101787631  6.5955751  99.49%   0.226424      23.7%   0.226403      11.6%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
102042144  6.6040872  99.62%   1.10200      115.3%   1.9433        99.3%  ··R  cjxl_0.10.1_d0e7g2
102275997  6.6209481  99.87%   1.26607      132.4%   1.6747        85.6%  ···  cjxl_0.10.1_d0e7g3
102282301  6.6279651  99.98%   0.224461      23.5%   0.224445      11.5%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
102483180  6.6293383  94.90%   0.956101      73.1%   1.9570        70.1%  M·R  cjxl_0.10.1_d0e7
102678772  6.6389996  95.04%   1.19106       91.1%   2.1299        76.3%  ··R  cjxl_0.10.1_d0e6E4g2
103215979  6.6767388  95.58%   0.209085      16.0%   0.209066       7.5%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
103268560  6.6821160  95.66%   1.7226       131.8%   2.3940        85.8%  ·CR  cjxl_0.10.1_d0e5E4g3
103519354  6.6958764  95.85%   1.01898       78.0%   2.0752        74.3%  ···  cjxl_0.10.1_d0e6E4
104176991  6.7344851  96.41%   1.5315       117.2%   2.8970       103.8%  ··R  cjxl_0.10.1_d0e5E4g2
104807631  6.7754430  96.99%   1.3198       101.0%   2.8094       100.6%  ···  cjxl_0.10.1_d0e5E4
105846663  6.8507394  98.07%   1.6977       129.9%   2.3527        84.3%  ···  cjxl_0.10.1_d0e6g3
107866205  6.9683207  99.75%   2.5775       197.2%   3.7773       135.3%  ·CR  cjxl_0.10.1_d0e4E4g3
107963034  6.9769715  99.88%   1.5207       116.3%   2.8467       102.0%  ···  cjxl_0.10.1_d0e6g2
108041995  6.9854773  98.41%   1.3071        75.4%   2.7918        70.5%  M··  cjxl_0.10.1_d0e6
108524581  7.0082147  98.73%   2.2787       131.5%   4.5474       114.9%  ··R  cjxl_0.10.1_d0e4E4g2
108557646  7.0115995  98.78%   1.9261       111.1%   4.3342       109.5%  ···  cjxl_0.10.1_d0e4E4
109115022  7.0537691  99.37%   2.1283       122.8%   3.0487        77.0%  ···  cjxl_0.10.1_d0e5g3
109900294  7.0981436  96.32%   1.7331        63.6%   3.9583        63.2%  M··  cjxl_0.10.1_d0e5
110070301  7.1079590  96.45%   1.9751        72.5%   3.8826        62.0%  ···  cjxl_0.10.1_d0e5g2
111627987  7.1882338  97.54%   0.04845980     1.8%   0.04845664     0.8%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
113717647  7.3347702  99.53%   3.3156       121.7%   4.9881        79.7%  ·CR  cjxl_0.10.1_d0e4g3
114284230  7.3688967  99.99%   3.1261       114.8%   6.3087       100.7%  ··R  cjxl_0.10.1_d0e4g2
114284916  7.3696983  97.11%   2.7241        52.5%   6.2622        24.5%  M··  cjxl_0.10.1_d0e4
117467694  7.5740141  99.80%   7.5084       144.6%  14.42          56.5%  ·CR  cjxl_0.10.1_d0e3g3
117532330  7.5785926  99.87%   6.1651       118.7%  21.00          82.3%  ··R  cjxl_0.10.1_d0e3g2
117684803  7.5888141  93.59%   5.1929        62.0%  25.53          87.9%  M·R  cjxl_0.10.1_d0e3
117759337  7.6126361  93.88%   0.157940       1.9%   0.157932       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
117823796  7.6168546  93.94%   0.164617       2.0%   0.164610       0.6%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
117979430  7.6317266  94.12%   0.162723       1.9%   0.162710       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
118074686  7.6379354  94.20%   0.163895       2.0%   0.163883       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
118862629  7.6883280  94.82%   0.256722       3.1%   0.256710       0.9%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
125556782  8.1084961  92.02%   8.3814        21.0%  29.03          63.0%  MCR  cjxl_0.10.1_d0e2
125664558  8.1110945  92.05%   9.3903        23.5%  23.62          51.2%  ·C·  cjxl_0.10.1_d0e2g2
125782550  8.1153383  92.10%  10.786         27.0%  20.31          44.1%  ·C·  cjxl_0.10.1_d0e2g3
131666002  8.5136061  96.62%   0.214734       0.5%   0.214716       0.5%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
133228572  8.6466189  98.13%   0.04647502     0.1%   0.04647239     0.1%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
136510306  8.8114513   ····   39.91         ·····   46.10         ·····   MCR  cjxl_0.10.1_d0e1
146702202  9.4986015   ····    0.140257     ·····    0.140247     ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
146878029  9.5099386   ····    0.139567     ·····    0.139560     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
148169219  9.5939901   ····    0.182261     ·····    0.182255     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
148210253  9.5966670   ····    0.179064     ·····    0.179048     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0

3d (not edit glitch panorama ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e7E4g2  99.79%  984.787%   1499.01%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4    99.63%  321.603%    344.739%   cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e6E4g3  99.87%  387.67%     308.80%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e4E4g2  99.92%  174.55%     166.88%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4g2  98.37%  130.12%     115.87%    cjxl_0.10.1_d0e5

                                                                 Mpx/s real % of denser milestone
                                                                 |        milestone
                       bpp % of denser milestone                 |        |Pareto front for bpp and CPU time
                       |                    Mpx/s CPU % of denser milestone|Pareto front for bpp and real time
B          bpp (mean)  |       Mpx/s CPU (mean)     Mpx/s real (mean)     |||  best of
 86076098   6.3825929  95.30%   0.04470001   51.8%   0.04469707    47.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 86087939   6.3834885  95.31%   0.04479137   51.9%   0.04478825    47.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 86168503   6.3889325  95.40%   0.04482009   52.0%   0.04481762    47.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 86177376   6.3896875  95.41%   0.04477135   51.9%   0.04476879    47.5%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 86179001   6.3897273  95.41%   0.04489826   52.1%   0.04489487    47.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 86187874   6.3904823  95.42%   0.04484764   52.0%   0.04484542    47.6%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 86189478   6.3905776  95.42%   0.04511105   52.3%   0.04510769    47.8%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 86198926   6.3912927  95.43%   0.04521577   52.4%   0.04521250    47.9%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 86273776   6.3945942  95.48%   0.04143821   48.0%   0.04143583    43.9%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 86296133   6.3962840  95.51%   0.04150889   48.1%   0.04150556    44.0%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 86289589   6.3987566  95.54%   0.04447905   51.6%   0.04447622    47.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 86367533   6.4039518  95.62%   0.04474849   51.9%   0.04474555    47.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 86378966   6.4048154  95.63%   0.04487331   52.0%   0.04487033    47.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 86385416   6.4053536  95.64%   0.04466332   51.8%   0.04465947    47.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 86396849   6.4062172  95.65%   0.04476018   51.9%   0.04475775    47.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 87185243   6.4593699  96.45%   0.03951393   45.8%   0.03951129    41.9%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 87409666   6.4820752  96.79%   0.188839    219.0%   0.219773     233.1%  ·CR  cjxl_0.10.1_d0e9E4g3
 87525983   6.4841230  96.82%   0.06465314   75.0%   0.06464323    68.6%  ···  cjxl_0.10.1_d0e10E3num_threads0
 87733428   6.5012235  97.07%   0.184905    214.4%   0.278794     295.7%  ··R  cjxl_0.10.1_d0e9E4g2
 88181295   6.5310022  97.52%   0.04896111   56.8%   0.04895845    51.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 88194118   6.5319711  97.53%   0.04899184   56.8%   0.04898851    52.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 88197483   6.5321607  97.53%   0.04890183   56.7%   0.04889903    51.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 88210306   6.5331295  97.55%   0.04893713   56.7%   0.04893392    51.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 88913835   6.5851349  98.33%   0.187881    217.9%   0.323517     343.1%  ··R  cjxl_0.10.1_d0e9E4
 89133533   6.6064965  98.64%   0.292552    339.2%   0.429450     455.4%  ·CR  cjxl_0.10.1_d0e8E4g2
 89889189   6.6548785  99.37%   0.04217795   48.9%   0.04217524    44.7%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 90116585   6.6725410  99.63%   0.05758048   66.8%   0.05757633    61.1%  ···  cjxl_0.10.1_d0e10I100num_threads0
 90033938   6.6739725  99.65%   0.287298    333.1%   0.332287     352.4%  ···  cjxl_0.10.1_d0e8E4g3
 90175266   6.6785990  99.72%   0.316539    367.0%   0.526963     558.8%  ·CR  cjxl_0.10.1_d0e8E4
 90164072   6.6829982  99.79%   0.849286    984.8%   1.41354     1499.0%  ·CR  cjxl_0.10.1_d0e7E4g2
 90452442   6.6972924  98.89%   0.08624059   36.6%   0.09429844    22.7%  M··  cjxl_0.10.1_d0e10
 90498379   6.7100287  99.08%   0.998937    424.4%   1.2784       307.4%  ·C·  cjxl_0.10.1_d0e7E4g3
 90686554   6.7239433  99.28%   0.1000231    42.5%   0.1000182     24.0%  ···  cjxl_0.10.1_d0e10g3num_threads0
 90686554   6.7239433  99.28%   0.09973376   42.4%   0.1036899     24.9%  ···  cjxl_0.10.1_d0e10g3
 90950818   6.7343047  99.44%   0.231505     98.4%   0.350921      84.4%  ···  cjxl_0.10.1_d0e9g2
 91004123   6.7408294  99.53%   0.175754     74.7%   0.175741      42.3%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 91107300   6.7476867  99.63%   0.756988    321.6%   1.43375      344.7%  ··R  cjxl_0.10.1_d0e7E4
 91194775   6.7564140  99.76%   0.233900     99.4%   0.276080      66.4%  ···  cjxl_0.10.1_d0e9g3
 91310521   6.7645025  99.88%   0.214877     91.3%   0.214866      51.7%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 91506693   6.7724410  99.04%   0.235380     68.3%   0.415894      71.9%  M··  cjxl_0.10.1_d0e9
 91897825   6.8048192  99.51%   0.315137     91.5%   0.462816      80.0%  ···  cjxl_0.10.1_d0e8g2
 92032966   6.8162335  99.68%   0.212709     61.8%   0.212692      36.8%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 92055432   6.8179424  99.70%   0.214317     62.2%   0.214304      37.1%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 92142634   6.8293449  99.87%   1.3352      387.7%   1.7857       308.8%  ·CR  cjxl_0.10.1_d0e6E4g3
 92400587   6.8382339  98.66%   0.344422     36.9%   0.578276      31.4%  M··  cjxl_0.10.1_d0e8
 92307604   6.8391529  98.67%   0.214502     23.0%   0.214488      11.7%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 92317281   6.8398824  98.68%   0.215634     23.1%   0.215615      11.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 92315456   6.8399453  98.68%   0.215918     23.2%   0.215902      11.7%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 92340270   6.8418254  98.71%   0.217883     23.4%   0.217867      11.8%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 92844149   6.8767264  99.21%   0.309036     33.1%   0.358530      19.5%  ···  cjxl_0.10.1_d0e8g3
 93074304   6.9010723  99.56%   0.213076     22.9%   0.213059      11.6%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 93251136   6.9049602  99.62%   1.06655     114.4%   1.8354        99.8%  ··R  cjxl_0.10.1_d0e7g2
 93522881   6.9279152  99.95%   1.2337      132.3%   1.6214        88.1%  ···  cjxl_0.10.1_d0e7g3
 93657123   6.9313895  94.87%   0.932319     72.1%   1.8398        69.0%  M·R  cjxl_0.10.1_d0e7
 93524015   6.9349022  94.92%   0.212188     16.4%   0.212174       8.0%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 93842154   6.9425016  95.02%   1.16426      90.0%   2.0392        76.5%  ··R  cjxl_0.10.1_d0e6E4g2
 94112641   6.9649931  95.33%   0.198819     15.4%   0.198802       7.5%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 94372640   6.9847342  95.60%   1.7101      132.3%   2.3662        88.7%  ·CR  cjxl_0.10.1_d0e5E4g3
 94601680   6.9981041  95.79%   0.999954     77.3%   1.9507        73.1%  ···  cjxl_0.10.1_d0e6E4
 95144263   7.0334596  96.27%   1.5167      117.3%   2.8246       105.9%  ··R  cjxl_0.10.1_d0e5E4g2
 95736792   7.0761640  96.85%   1.3093      101.3%   2.6913       100.9%  ···  cjxl_0.10.1_d0e5E4
 96897952   7.1763485  98.22%   1.6730      129.4%   2.3075        86.5%  ···  cjxl_0.10.1_d0e6g3
 98358318   7.2660157  99.45%   2.5590      197.9%   3.7369       140.1%  ·CR  cjxl_0.10.1_d0e4E4g3
 98860562   7.3003467  99.92%   2.2568      174.5%   4.4511       166.9%  ··R  cjxl_0.10.1_d0e4E4g2
 98869443   7.3012367  99.93%   1.9222      148.7%   4.1747       156.5%  ···  cjxl_0.10.1_d0e4E4
 98787638   7.3048793  99.98%   1.4927      115.5%   2.7495       103.1%  ···  cjxl_0.10.1_d0e6g2
 98806648   7.3060329  98.44%   1.2929       74.5%   2.6673        69.4%  M··  cjxl_0.10.1_d0e6
 99858805   7.3828292  99.48%   2.1256      122.6%   3.0320        78.9%  ···  cjxl_0.10.1_d0e5g3
100508974   7.4216359  96.70%   1.7343       63.5%   3.8416        62.7%  M··  cjxl_0.10.1_d0e5
100684117   7.4353036  96.88%   1.9714       72.2%   3.8355        62.6%  ···  cjxl_0.10.1_d0e5g2
102157457   7.5160643  97.93%   0.04735165    1.7%   0.04734871     0.8%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
103743698   7.6506126  99.68%   3.3052      121.0%   4.9626        81.1%  ·CR  cjxl_0.10.1_d0e4g3
104107930   7.6749229  97.70%   2.7321       51.8%   6.1227        23.9%  M·R  cjxl_0.10.1_d0e4
104120900   7.6758115  97.71%   3.1342       59.4%   6.2456        24.3%  ··R  cjxl_0.10.1_d0e4g2
106355152   7.8398365  99.80%   7.5106      142.5%  14.53          56.6%  ·CR  cjxl_0.10.1_d0e3g3
106419217   7.8449570  99.86%   6.1808      117.2%  21.08          82.1%  ··R  cjxl_0.10.1_d0e3g2
106561771   7.8557666  93.06%   5.2724       62.8%  25.67          89.0%  M·R  cjxl_0.10.1_d0e3
108118603   7.9942937  94.70%   0.153299      1.8%   0.153291       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
108125907   7.9948461  94.71%   0.154316      1.8%   0.154308       0.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
108324846   8.0128431  94.92%   0.160763      1.9%   0.160751       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
108349452   8.0146998  94.94%   0.162618      1.9%   0.162605       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
109171855   8.0775059  95.69%   0.249860      3.0%   0.249848       0.9%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
114459495   8.4415987  92.13%   8.3984       21.4%  28.83          64.0%  MCR  cjxl_0.10.1_d0e2
114533842   8.4425521  92.14%   9.3523       23.8%  23.34          51.8%  ·C·  cjxl_0.10.1_d0e2g2
114607527   8.4445775  92.16%  10.869        27.6%  20.41          45.3%  ·C·  cjxl_0.10.1_d0e2g3
120455100   8.8910349  97.04%   0.210023      0.5%   0.210010       0.5%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
122199889   9.0772637  99.07%   0.04495099    0.1%   0.04494814     0.1%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
124349475   9.1625831   ····   39.33         ····   45.02         ·····   MCR  cjxl_0.10.1_d0e1
134561977   9.9645320   ····    0.134901     ····    0.134891     ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
134756278   9.9788971   ····    0.134114     ····    0.134107     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
135786873  10.051740    ····    0.166550     ····    0.166541     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
135798316  10.052605    ····    0.168450     ····    0.168443     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0

digital_painting, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
70  100.00%  1.55  100.00%  117322  0.09  1.00  0.79  all
70  100.00%  1.55  100.00%  117322  0.09  1.00  0.79  digital_painting
 4    5.71%  2.44    8.98%  131887  0.08  1.00  0.85  edit
 6    8.57%  2.25   12.39%  135930  0.07  1.00  0.80  game
 9   12.86%  1.34   11.11%   28173  0.02  1.00  0.93  game_asset
13   18.57%  1.50   17.92%   72650  0.06  1.00  0.92  lossy
 9   12.86%  1.47   12.13%  116852  0.10  1.00  0.78  watermark
58   82.86%  1.68   89.67%  122272  0.08  1.00  0.81  visibly_opaque
12   17.14%  0.94   10.33%   93395  0.10  1.00  0.69  visibly_transparent
 1    1.43%  1.42    1.30%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
45   64.29%  1.80   74.39%  142530  0.09  1.00  0.80  DirectClass_sRGB
21   30.00%  1.17   22.63%   85604  0.09  1.00  0.83  DirectClass_sRGB_Alpha
 1    1.43%  1.64    1.51%     256  0.00  1.00  0.76  PseudoClass_Gray
 2    2.86%  0.09    0.17%     254  0.00  1.00  0.37  PseudoClass_sRGB_Alpha
 1    1.43%  2.38    2.18%  175813  0.07  1.00  0.86  source_app
43   61.43%  1.53   60.64%  135270  0.11  1.00  0.78  source_imagemagick->exiftool
 8   11.43%  1.41   10.38%   25180  0.02  1.00  0.96  source_unknown->exiftool
 5    7.14%  0.63    2.90%   29032  0.06  1.00  0.62  source_web
13   18.57%  2.00   23.89%  144116  0.07  1.00  0.79  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e7E4g3  99.72%  1218.32%   1499.2%     cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4    99.78%   332.602%   355.67%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4    98.73%   208.997%   228.67%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6E4g2  99.09%   119.12%    103.52%    cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e4E4g2  99.98%   164.17%    147.57%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4g2  97.78%   133.77%    115.17%    cjxl_0.10.1_d0e5

                                                                  Mpx/s real % of denser milestone
                                                                  |        milestone
                      bpp % of denser milestone                   |        |Pareto front for bpp and CPU time
                      |                     Mpx/s CPU % of denser milestone||Pareto front for bpp and real time
B          bpp (mean) |        Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
 68966453  4.9005651   93.60%   0.05659775    61.2%   0.05659023    56.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 68964463  4.9005736   93.60%   0.05692757    61.5%   0.05692400    56.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 68942736  4.9064317   93.72%   0.05709563    61.7%   0.05709219    57.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 68956016  4.9071805   93.73%   0.05671074    61.3%   0.05670677    56.6%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 68975495  4.9076149   93.74%   0.05697716    61.6%   0.05697367    56.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 68962815  4.9078794   93.74%   0.05679696    61.4%   0.05679355    56.7%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 68987606  4.9082696   93.75%   0.05665010    61.2%   0.05664756    56.5%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
 68976095  4.9086281   93.76%   0.05645418    61.0%   0.05645052    56.4%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 69171741  4.9168096   93.91%   0.05642579    61.0%   0.05642207    56.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 69169751  4.9168181   93.91%   0.05678914    61.4%   0.05678413    56.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 69424099  4.9450305   94.45%   0.04861862    52.6%   0.04861601    48.5%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 69438043  4.9458324   94.47%   0.04848287    52.4%   0.04847998    48.4%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 68975932  4.9510153   94.57%   0.05392540    58.3%   0.05392267    53.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 68983849  4.9514724   94.58%   0.05362810    58.0%   0.05362420    53.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 69756991  4.9603454   94.75%   0.06243780    67.5%   0.06243436    62.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 69770271  4.9610941   94.76%   0.06197785    67.0%   0.06196780    61.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 69775762  4.9618698   94.78%   0.06261440    67.7%   0.06261154    62.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 69789042  4.9626186   94.79%   0.06212097    67.2%   0.06211589    62.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 69199314  4.9697113   94.93%   0.05335663    57.7%   0.05335388    53.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 70336163  5.0126579   95.75%   0.04219229    45.6%   0.04218836    42.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 70879733  5.0251130   95.98%   0.243443     263.2%   0.305087     304.5%  ·CR  cjxl_0.10.1_d0e9E4g3
 70678913  5.0382857   96.23%   0.06787476    73.4%   0.06785756    67.7%  ···  cjxl_0.10.1_d0e10E3num_threads0
 71482248  5.0652756   96.75%   0.227861     246.3%   0.426122     425.4%  ··R  cjxl_0.10.1_d0e9E4g2
 72219293  5.1311761   98.01%   0.04586390    49.6%   0.04585898    45.8%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 72796615  5.1514130   98.40%   0.216432     234.0%   0.473754     472.9%  ··R  cjxl_0.10.1_d0e9E4
 72845532  5.1733310   98.81%   0.389671     421.2%   0.487698     486.8%  ·CR  cjxl_0.10.1_d0e8E4g3
 73047637  5.2054056   99.43%   0.391416     423.1%   0.707282     706.0%  ·CR  cjxl_0.10.1_d0e8E4g2
 73234392  5.2089622   99.49%   0.1200127    129.7%   0.1200094    119.8%  ···  cjxl_0.10.1_d0e10g3num_threads0
 73234392  5.2089622   99.49%   0.1190887    128.7%   0.1221159    121.9%  ···  cjxl_0.10.1_d0e10g3
 73430692  5.2122516   99.56%   0.06258883    67.7%   0.06258485    62.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
 73451019  5.2177921   99.66%   0.230470     249.1%   0.230463     230.1%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 73563173  5.2205853   99.72%   1.12703     1218.3%   1.5019      1499.2%  ·CR  cjxl_0.10.1_d0e7E4g3
 73774018  5.2312632   99.92%   0.404937     437.7%   0.862085     860.6%  ···  cjxl_0.10.1_d0e8E4
 73715587  5.2354043   98.47%   0.09250749    33.7%   0.1001780     16.6%  M··  cjxl_0.10.1_d0e10
 73829116  5.2506057   98.76%   0.295527     107.5%   0.295512      49.0%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 74123905  5.2511233   98.76%   0.297368     108.2%   0.375467      62.3%  ···  cjxl_0.10.1_d0e9g3
 74023177  5.2641131   99.01%   1.05361      383.4%   2.1152       351.0%  ··R  cjxl_0.10.1_d0e7E4g2
 74502649  5.2770163   99.25%   0.289132     105.2%   0.534511      88.7%  ···  cjxl_0.10.1_d0e9g2
 74802579  5.3048982   99.78%   0.913984     332.6%   2.1436       355.7%  ··R  cjxl_0.10.1_d0e7E4
 75144550  5.3167938   98.95%   0.274798      62.8%   0.602683      64.3%  M··  cjxl_0.10.1_d0e9
 75124745  5.3275552   99.15%   1.4521       332.0%   2.0158       215.0%  ·C·  cjxl_0.10.1_d0e6E4g3
 75245259  5.3459078   99.50%   0.292943      67.0%   0.292930      31.2%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 75265826  5.3469957   99.52%   0.284862      65.1%   0.284846      30.4%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 75156306  5.3489705   99.55%   0.304999      69.7%   0.304980      32.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 75174539  5.3497127   99.57%   0.295438      67.6%   0.295553      31.5%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 75504247  5.3575855   99.71%   0.414081      94.7%   0.518663      55.3%  ···  cjxl_0.10.1_d0e8g3
 75541918  5.3687742   99.92%   0.417371      95.4%   0.757206      80.8%  ···  cjxl_0.10.1_d0e8g2
 75424179  5.3717127   99.98%   0.293415      67.1%   0.293362      31.3%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 75444030  5.3727748  100.00%   0.284998      65.2%   0.284988      30.4%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 75840007  5.3729781   98.37%   0.437318      39.2%   0.937392      34.8%  M··  cjxl_0.10.1_d0e8
 76023046  5.4074523   99.00%   0.291728      26.1%   0.291712      10.8%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 76276791  5.4083043   99.01%   1.3589       121.7%   1.8490        68.7%  ···  cjxl_0.10.1_d0e7g3
 76628077  5.4124724   99.09%   1.3296       119.1%   2.7846       103.5%  ··R  cjxl_0.10.1_d0e6E4g2
 76304275  5.4323507   99.45%   0.289281      25.9%   0.289266      10.8%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 76664151  5.4365309   99.53%   1.27015      113.8%   2.5931        96.4%  ···  cjxl_0.10.1_d0e7g2
 77078498  5.4622505   94.76%   1.11618       77.2%   2.6898        74.1%  M··  cjxl_0.10.1_d0e7
 77004855  5.4726031   94.94%   0.272529      18.8%   0.272502       7.5%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 77640809  5.4986831   95.40%   1.7520       121.2%   2.5235        69.5%  ·C·  cjxl_0.10.1_d0e5E4g3
 77897215  5.5166446   95.71%   1.15629       80.0%   2.8071        77.3%  ··R  cjxl_0.10.1_d0e6E4
 78477638  5.5490667   96.27%   1.6146       111.7%   3.5436        97.6%  ··R  cjxl_0.10.1_d0e5E4g2
 78710154  5.5837668   96.87%   1.7720       122.5%   2.5272        69.6%  ·C·  cjxl_0.10.1_d0e6g3
 79150283  5.6055461   97.25%   1.4193        98.1%   3.5838        98.7%  ··R  cjxl_0.10.1_d0e5E4
 80199454  5.6529594   98.07%   1.6399       113.4%   3.5531        97.9%  ···  cjxl_0.10.1_d0e6g2
 81262211  5.7467035   99.70%   2.6005       179.8%   3.8722       106.7%  ·CR  cjxl_0.10.1_d0e4E4g3
 81517198  5.7628018   99.98%   2.3741       164.2%   5.3573       147.6%  ··R  cjxl_0.10.1_d0e4E4g2
 81330861  5.7640566   97.80%   1.4461        81.5%   3.6304        78.0%  M··  cjxl_0.10.1_d0e6
 81424988  5.7701132   97.90%   0.05291790     3.0%   0.05291602     1.1%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 81841569  5.7969302   98.36%   2.0297       114.4%   5.1903       111.6%  ···  cjxl_0.10.1_d0e4E4
 82027425  5.8153751   98.67%   2.1535       121.3%   3.1741        68.2%  ···  cjxl_0.10.1_d0e5g3
 82785909  5.8490306   99.24%   1.9798       111.6%   4.4390        95.4%  ···  cjxl_0.10.1_d0e5g2
 83146910  5.8937143   95.90%   1.7748        64.1%   4.6514        65.8%  M··  cjxl_0.10.1_d0e5
 86286802  6.0978184   99.22%   3.2603       117.7%   4.9433        70.0%  ·C·  cjxl_0.10.1_d0e4g3
 86463029  6.1101166   99.42%   3.0849       111.4%   6.8519        97.0%  ··R  cjxl_0.10.1_d0e4g2
 86763350  6.1459977   97.71%   2.7703        54.7%   7.0652        30.1%  M·R  cjxl_0.10.1_d0e4
 88787547  6.2712630   99.70%   7.1927       142.0%  12.44          53.0%  ·CR  cjxl_0.10.1_d0e3g3
 88823153  6.2768323   99.79%   6.3918       126.2%  19.14          81.5%  ··R  cjxl_0.10.1_d0e3g2
 89030658  6.2901857   88.26%   5.0649        62.0%  23.47          87.2%  M·R  cjxl_0.10.1_d0e3
 95789297  6.6999771   94.01%   0.1627806      2.0%   0.1627724      0.6%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 95811353  6.7011962   94.03%   0.1594817      2.0%   0.1594754      0.6%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 96276383  6.7315598   94.46%   0.165635       2.0%   0.165564       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 96296295  6.7326384   94.47%   0.164127       2.0%   0.164121       0.6%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
 96658624  6.7698657   94.99%   0.232943       2.9%   0.233068       0.9%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
100601244  7.0958732   99.57%   0.05386375     0.7%   0.05386137     0.2%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
 99502485  7.1266539   92.23%   8.1657        20.2%  26.92          57.0%  MCR  cjxl_0.10.1_d0e2
 99848092  7.1329910   92.31%   9.1361        22.6%  21.08          44.6%  ·C·  cjxl_0.10.1_d0e2g2
100267800  7.1418640   92.43%  10.062         24.9%  17.86          37.8%  ·C·  cjxl_0.10.1_d0e2g3
104074991  7.2959734   94.42%   0.215951       0.5%   0.215940       0.5%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
107679613  7.7271344   ·····   40.44         ·····   47.26         ·····   MCR  cjxl_0.10.1_d0e1
114822616  8.0731446   ·····    0.238004     ·····    0.237995     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
114840078  8.0733769   ·····    0.228489     ·····    0.228478     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
115073932  8.1051962   ·····    0.208007     ·····    0.208206     ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
114875160  8.1815009   ·····    0.174063     ·····    0.174057     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

digital_painting (not edit game game_asset), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
51  100.00%  1.44  100.00%  129722  0.10  1.00  0.76  all
51  100.00%  1.44  100.00%  129722  0.10  1.00  0.76  digital_painting
 4    7.84%  0.94    5.14%  126039  0.15  1.00  0.81  lossy
 8   15.69%  1.53   16.65%  127855  0.11  1.00  0.79  watermark
40   78.43%  1.58   85.77%  138680  0.10  1.00  0.78  visibly_opaque
11   21.57%  0.95   14.23%   97147  0.11  1.00  0.69  visibly_transparent
 1    1.96%  1.42    1.93%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
34   66.67%  1.66   76.60%  148959  0.10  1.00  0.79  DirectClass_sRGB
13   25.49%  1.07   18.99%  119249  0.12  1.00  0.77  DirectClass_sRGB_Alpha
 1    1.96%  1.64    2.23%     256  0.00  1.00  0.76  PseudoClass_Gray
 2    3.92%  0.09    0.25%     254  0.00  1.00  0.37  PseudoClass_sRGB_Alpha
 1    1.96%  2.38    3.23%  175813  0.07  1.00  0.86  source_app
33   64.71%  1.41   63.11%  141218  0.12  1.00  0.78  source_imagemagick->exiftool
 5    9.80%  0.63    4.29%   29032  0.06  1.00  0.62  source_web
12   23.53%  1.80   29.37%  136221  0.07  1.00  0.77  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4    99.11%  236.613%   418.232%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4g2  99.83%  385.27%    354.17%     cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4    99.11%  207.76%    229.73%     cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6E4g2  99.88%  119.14%    103.47%     cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e4E4g2  98.84%  135.48%    118.27%     cjxl_0.10.1_d0e5

                                          Mpx/s CPU % of denser milestone
                                          |                    Mpx/s real % of denser milestone
                                          |                    |       milestone
                                          |                    |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
49925744  5.0864970  95.52%   0.06240247   65.6%   0.06239870   60.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
49925744  5.0864970  95.52%   0.06197506   65.1%   0.06196598   60.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
49932286  5.0867802  95.53%   0.06239722   65.5%   0.06239335   60.6%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
49932286  5.0867802  95.53%   0.06193435   65.1%   0.06192989   60.1%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
49950178  5.0871189  95.53%   0.06225927   65.4%   0.06225526   60.4%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
49950178  5.0871189  95.53%   0.06188008   65.0%   0.06187768   60.1%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
49933961  5.0874150  95.54%   0.06223975   65.4%   0.06223372   60.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
49933961  5.0874150  95.54%   0.06176550   64.9%   0.06176129   60.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
49938850  5.0874183  95.54%   0.06215958   65.3%   0.06215597   60.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
49938850  5.0874183  95.54%   0.06173743   64.9%   0.06173343   59.9%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
50095695  5.1147287  96.05%   0.05207226   54.7%   0.05206988   50.6%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
50095695  5.1147287  96.05%   0.05182994   54.4%   0.05182682   50.3%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
50278089  5.1176618  96.11%   0.06788199   71.3%   0.06787849   65.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
50278089  5.1176618  96.11%   0.06729033   70.7%   0.06727733   65.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
50278075  5.1176682  96.11%   0.06806752   71.5%   0.06806460   66.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
50278075  5.1176682  96.11%   0.06743417   70.8%   0.06742853   65.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
49948837  5.1467142  96.65%   0.05808935   61.0%   0.05808669   56.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
49948837  5.1467142  96.65%   0.05771042   60.6%   0.05770615   56.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
50444469  5.1522803  96.76%   0.04359438   45.8%   0.04358994   42.3%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
49964796  5.1602342  96.91%   0.05757827   60.5%   0.05757552   55.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
50687576  5.1773909  97.23%   0.07000322   73.5%   0.06998420   68.0%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
51297146  5.2026762  97.70%   0.264451    277.8%   0.312455    303.4%  ·CR  cjxl_0.10.1_d0e9E4g3
51518022  5.2309783  98.24%   0.244419    256.8%   0.398064    386.5%  ··R  cjxl_0.10.1_d0e9E4g2
51721378  5.2727455  99.02%   0.04639048   48.7%   0.04638471   45.0%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
52009037  5.2776415  99.11%   0.225237    236.6%   0.430747    418.2%  ··R  cjxl_0.10.1_d0e9E4
52239568  5.3017408  99.56%   0.128354    134.8%   0.128351    124.6%  ···  cjxl_0.10.1_d0e10g3num_threads0
52239568  5.3017408  99.56%   0.127220    133.6%   0.130366    126.6%  ···  cjxl_0.10.1_d0e10g3
52231896  5.3018170  99.57%   0.06447611   67.7%   0.06447216   62.6%  ···  cjxl_0.10.1_d0e10I100num_threads0
52486308  5.3217589  99.94%   0.248774    261.3%   0.248768    241.5%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
52430588  5.3249144  98.55%   0.0951920    33.4%   0.102992     18.6%  M··  cjxl_0.10.1_d0e10
52498787  5.3356627  98.74%   0.418004    146.8%   0.492357     88.9%  ·CR  cjxl_0.10.1_d0e8E4g3
52871504  5.3510060  99.03%   0.319118    112.0%   0.379551     68.5%  ···  cjxl_0.10.1_d0e9g3
52465808  5.3555937  99.11%   0.420282    147.6%   0.662095    119.5%  ·CR  cjxl_0.10.1_d0e8E4g2
52652583  5.3558362  99.12%   0.425300    149.3%   0.802205    144.8%  ·CR  cjxl_0.10.1_d0e8E4
52739790  5.3574279  99.15%   0.321459    112.9%   0.321445     58.0%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
52704582  5.3611243  99.22%   1.1702      410.9%   1.4795      267.1%  ·CR  cjxl_0.10.1_d0e7E4g3
53068412  5.3788547  99.54%   0.308543    108.3%   0.502844     90.8%  ···  cjxl_0.10.1_d0e9g2
52880457  5.3943309  99.83%   1.0973      385.3%   1.9616      354.2%  ··R  cjxl_0.10.1_d0e7E4g2
53300587  5.4035141  98.88%   0.284812     62.4%   0.553850     64.2%  M··  cjxl_0.10.1_d0e9
53185695  5.4159743  99.11%   0.94759     207.8%   1.9818      229.7%  ··R  cjxl_0.10.1_d0e7E4
53351963  5.4279249  99.33%   0.316658     69.4%   0.316644     36.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
53351963  5.4279249  99.33%   0.306319     67.2%   0.306310     35.5%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
53559079  5.4405196  99.56%   0.298628     65.5%   0.298596     34.6%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
53778417  5.4569929  99.86%   0.442605     97.0%   0.524115     60.8%  ···  cjxl_0.10.1_d0e8g3
53693515  5.4599554  99.91%   1.4893      326.5%   1.9568      226.8%  ·C·  cjxl_0.10.1_d0e6E4g3
53667149  5.4606828  99.93%   0.333832     73.2%   0.333815     38.7%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
53667149  5.4606828  99.93%   0.321495     70.5%   0.321660     37.3%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
53819191  5.4647314  98.64%   0.456098     39.8%   0.862664     34.8%  M··  cjxl_0.10.1_d0e8
53748279  5.4670508  98.68%   0.444528     38.8%   0.704960     28.5%  ···  cjxl_0.10.1_d0e8g2
53775895  5.4807173  98.92%   0.317637     27.7%   0.317569     12.8%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
53775895  5.4807173  98.92%   0.306741     26.8%   0.306734     12.4%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
53863445  5.4849797  99.00%   0.318073     27.8%   0.318056     12.8%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
54020267  5.4859899  99.02%   1.3947      121.8%   1.7959       72.5%  ···  cjxl_0.10.1_d0e7g3
54029919  5.5057254  99.38%   0.314770     27.5%   0.314757     12.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
54252652  5.5136624  99.52%   1.3069      114.1%   2.3830       96.2%  ··R  cjxl_0.10.1_d0e7g2
54524703  5.5338873  99.88%   1.3643      119.1%   2.5629      103.5%  ··R  cjxl_0.10.1_d0e6E4g2
54495916  5.5402809  95.49%   1.1451       77.9%   2.4769       74.7%  M··  cjxl_0.10.1_d0e7
55043922  5.5935188  96.41%   1.7759      120.8%   2.4174       72.9%  ·C·  cjxl_0.10.1_d0e5E4g3
55095185  5.6055022  96.62%   1.1816       80.4%   2.5637       77.3%  ··R  cjxl_0.10.1_d0e6E4
55480997  5.6387318  97.19%   1.6428      111.7%   3.2520       98.1%  ··R  cjxl_0.10.1_d0e5E4g2
55561309  5.6479054  97.35%   1.8003      122.5%   2.4298       73.3%  ·C·  cjxl_0.10.1_d0e6g3
55869749  5.6875747  98.03%   1.4348       97.6%   3.2640       98.5%  ··R  cjxl_0.10.1_d0e5E4
56485009  5.7184913  98.57%   1.6763      114.0%   3.2512       98.1%  ···  cjxl_0.10.1_d0e6g2
57010619  5.8016891  98.05%   1.4702       81.8%   3.3145       77.4%  M·R  cjxl_0.10.1_d0e6
57349813  5.8316239  98.56%   2.1842      121.6%   3.0444       71.1%  ·C·  cjxl_0.10.1_d0e5g3
57632731  5.8349138  98.61%   2.6626      148.2%   3.7757       88.2%  ·CR  cjxl_0.10.1_d0e4E4g3
57739074  5.8483928  98.84%   2.4341      135.5%   5.0630      118.3%  ··R  cjxl_0.10.1_d0e4E4g2
57805893  5.8705046  99.22%   2.0148      112.1%   4.0705       95.1%  ···  cjxl_0.10.1_d0e5g2
57895013  5.8759279  99.31%   2.1004      116.9%   4.9134      114.8%  ···  cjxl_0.10.1_d0e4E4
58076461  5.9168938  96.64%   1.7966       62.1%   4.2809       62.9%  M··  cjxl_0.10.1_d0e5
58219542  5.9281725  96.82%   0.05366284    1.9%   0.05366105    0.8%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
60202009  6.0832533  99.36%   3.3434      115.7%   4.8720       71.5%  ·C·  cjxl_0.10.1_d0e4g3
60272333  6.0939172  99.53%   3.1976      110.6%   6.5809       96.6%  ··R  cjxl_0.10.1_d0e4g2
60429689  6.1227428  99.35%   2.8908       56.1%   6.8106       29.5%  M·R  cjxl_0.10.1_d0e4
60669765  6.1441115  99.70%   7.3225      142.1%  12.30         53.2%  ·CR  cjxl_0.10.1_d0e3g3
60684588  6.1495716  99.79%   6.4817      125.8%  18.74         81.1%  ··R  cjxl_0.10.1_d0e3g2
60810783  6.1625162  85.31%   5.1521       62.5%  23.12         87.6%  M·R  cjxl_0.10.1_d0e3
68347678  6.8721782  95.13%   0.174218      2.1%   0.174210      0.7%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
68347678  6.8721782  95.13%   0.170288      2.1%   0.170281      0.6%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
68880504  6.9184882  95.77%   0.176606      2.1%   0.176512      0.7%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
68880504  6.9184882  95.77%   0.174666      2.1%   0.174661      0.7%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
69207887  6.9647631  96.41%   0.249434      3.0%   0.249608      0.9%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
70295443  7.2239719  92.46%   8.248        20.9%  26.39         57.6%  MCR  cjxl_0.10.1_d0e2
70486868  7.2281474  92.51%   9.330        23.7%  20.71         45.2%  ·C·  cjxl_0.10.1_d0e2g2
70726896  7.2351669  92.60%  10.15         25.8%  17.48         38.1%  ·C·  cjxl_0.10.1_d0e2g3
73091495  7.5469741  96.59%   0.05477496    0.1%   0.05477299    0.1%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
75286889  7.6316397  97.68%   0.199186      0.5%   0.199178      0.4%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
75491296  7.8132814   ····   39.40         ····   45.83         ····   MCR  cjxl_0.10.1_d0e1
82633015  8.3695214   ····    0.233675     ····    0.233950     ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
83110563  8.4067804   ····    0.259410     ····    0.259403     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
83110563  8.4067804   ····    0.246990     ····    0.246978     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
82756518  8.5213264   ····    0.186539     ····    0.186533     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

digital_painting digital_painting_like (not edit game game_asset), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
57  100.00%  1.46  100.00%  147864  0.11  1.00  0.77  all
51   89.47%  1.44   88.05%  129722  0.10  1.00  0.76  digital_painting
 6   10.53%  1.66   11.95%  302073  0.18  1.00  0.82  digital_painting_like
 4    7.02%  0.94    4.53%  126039  0.15  1.00  0.81  lossy
 6   10.53%  1.66   11.95%  302073  0.18  1.00  0.82  machine_learning
 8   14.04%  1.53   14.66%  127855  0.11  1.00  0.79  watermark
46   80.70%  1.59   87.47%  159992  0.11  1.00  0.79  visibly_opaque
11   19.30%  0.95   12.53%   97147  0.11  1.00  0.69  visibly_transparent
 1    1.75%  1.42    1.70%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
40   70.18%  1.66   79.40%  171926  0.12  1.00  0.79  DirectClass_sRGB
13   22.81%  1.07   16.72%  119249  0.12  1.00  0.77  DirectClass_sRGB_Alpha
 1    1.75%  1.64    1.96%     256  0.00  1.00  0.76  PseudoClass_Gray
 2    3.51%  0.09    0.22%     254  0.00  1.00  0.37  PseudoClass_sRGB_Alpha
 1    1.75%  2.38    2.85%  175813  0.07  1.00  0.86  source_app
33   57.89%  1.41   55.57%  141218  0.12  1.00  0.78  source_imagemagick->exiftool
 5    8.77%  0.63    3.78%   29032  0.06  1.00  0.62  source_web
18   31.58%  1.75   37.81%  191505  0.11  1.00  0.79  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4    99.23%  233.356%   399.736%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4g2  99.77%  386.15%    356.34%     cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e6E4g3  99.94%  337.56%    237.87%     cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e4E4g2  98.95%  136.67%    119.47%     cjxl_0.10.1_d0e5

                                          Mpx/s CPU % of denser milestone
                                          |                    Mpx/s real % of denser milestone
                                          |                    |       milestone
                                          |                    |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
58251107  5.2560115  95.91%   0.06011122   63.9%   0.06010765   59.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
58251107  5.2560115  95.91%   0.05972399   63.5%   0.05971567   58.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
58257649  5.2562649  95.91%   0.06010259   63.9%   0.06009898   59.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
58257649  5.2562649  95.91%   0.05968691   63.4%   0.05968272   58.6%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
58275524  5.2565615  95.92%   0.06001818   63.8%   0.06001442   58.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
58275524  5.2565615  95.92%   0.05967948   63.4%   0.05967716   58.5%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
58259324  5.2568329  95.92%   0.05996006   63.7%   0.05995449   58.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
58259324  5.2568329  95.92%   0.05953685   63.3%   0.05953289   58.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
58264213  5.2568359  95.92%   0.05989075   63.7%   0.05988733   58.8%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
58264213  5.2568359  95.92%   0.05951140   63.3%   0.05950766   58.4%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
58467351  5.2851361  96.44%   0.05090477   54.1%   0.05090246   49.9%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
58467351  5.2851361  96.44%   0.05068993   53.9%   0.05068700   49.7%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
58643991  5.2871275  96.48%   0.06496164   69.0%   0.06495834   63.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
58643991  5.2871275  96.48%   0.06443387   68.5%   0.06442209   63.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
58643977  5.2871332  96.48%   0.06512691   69.2%   0.06512415   63.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
58643977  5.2871332  96.48%   0.06455757   68.6%   0.06455235   63.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
58270082  5.3094919  96.89%   0.05627302   59.8%   0.05627047   55.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
58270082  5.3094919  96.89%   0.05593076   59.5%   0.05592674   54.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
58285688  5.3215546  97.11%   0.05580664   59.3%   0.05580398   54.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
58858418  5.3223014  97.12%   0.04328499   46.0%   0.04328088   42.5%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
59116588  5.3460293  97.55%   0.06955928   73.9%   0.06954190   68.2%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
59639380  5.3614411  97.83%   0.254935    271.0%   0.298784    293.1%  ·CR  cjxl_0.10.1_d0e9E4g3
59915656  5.3914560  98.38%   0.237428    252.4%   0.377260    370.1%  ··R  cjxl_0.10.1_d0e9E4g2
60462332  5.4378704  99.23%   0.219541    233.4%   0.407448    399.7%  ··R  cjxl_0.10.1_d0e9E4
60257208  5.4403537  99.27%   0.04545239   48.3%   0.04544706   44.6%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
60592297  5.4509002  99.47%   0.124220    132.0%   0.124217    121.9%  ···  cjxl_0.10.1_d0e10g3num_threads0
60592297  5.4509002  99.47%   0.123187    130.9%   0.126230    123.8%  ···  cjxl_0.10.1_d0e10g3
60670026  5.4581452  99.60%   0.06365858   67.7%   0.06365303   62.4%  ···  cjxl_0.10.1_d0e10I100num_threads0
60827026  5.4678742  99.78%   0.238835    253.9%   0.238829    234.3%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
60884838  5.4801652  98.69%   0.09407988   34.0%   0.101929     19.5%  M··  cjxl_0.10.1_d0e10
60920759  5.4872320  98.82%   0.400260    144.7%   0.467944     89.4%  ·CR  cjxl_0.10.1_d0e8E4g3
61226328  5.4952161  98.96%   0.307502    111.2%   0.362875     69.3%  ···  cjxl_0.10.1_d0e9g3
61131250  5.5042575  99.13%   0.307505    111.2%   0.307491     58.8%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
60893887  5.5056304  99.15%   0.402824    145.6%   0.622064    118.9%  ·CR  cjxl_0.10.1_d0e8E4g2
61110927  5.5087144  99.21%   1.1429      413.2%   1.4314      273.5%  ·CR  cjxl_0.10.1_d0e7E4g3
61147914  5.5114631  99.26%   0.407440    147.3%   0.749466    143.2%  ···  cjxl_0.10.1_d0e8E4
61488193  5.5256637  99.51%   0.298273    107.8%   0.475517     90.9%  ···  cjxl_0.10.1_d0e9g2
61304062  5.5399091  99.77%   1.0681      386.2%   1.8650      356.3%  ··R  cjxl_0.10.1_d0e7E4g2
61780261  5.5527545  98.97%   0.276602     63.3%   0.523385     64.9%  M··  cjxl_0.10.1_d0e9
61711497  5.5678139  99.24%   0.918569    210.3%   1.8679      231.7%  ··R  cjxl_0.10.1_d0e7E4
61834971  5.5750298  99.37%   0.303960     69.6%   0.303946     37.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
61834971  5.5750298  99.37%   0.294669     67.5%   0.294659     36.6%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
62042274  5.5860238  99.57%   0.285974     65.5%   0.285946     35.5%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
62205408  5.5962338  99.75%   0.424118     97.1%   0.498370     61.8%  ···  cjxl_0.10.1_d0e8g3
62128678  5.6025374  99.86%   0.318597     72.9%   0.318579     39.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
62128678  5.6025374  99.86%   0.307573     70.4%   0.307719     38.2%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
62182757  5.6059213  99.92%   0.426278     97.6%   0.662468     82.2%  ···  cjxl_0.10.1_d0e8g2
62217175  5.6069110  99.94%   1.4746      337.6%   1.9176      237.9%  ·CR  cjxl_0.10.1_d0e6E4g3
62331539  5.6103799  98.77%   0.436841     39.2%   0.806136     34.3%  M··  cjxl_0.10.1_d0e8
62429991  5.6207266  98.95%   1.3715      123.0%   1.7497       74.6%  ···  cjxl_0.10.1_d0e7g3
62258764  5.6222599  98.98%   0.304817     27.3%   0.304757     13.0%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
62258764  5.6222599  98.98%   0.295001     26.4%   0.294993     12.6%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
62380104  5.6289386  99.10%   0.304444     27.3%   0.304428     13.0%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
62682323  5.6471838  99.42%   1.2793      114.7%   2.2821       97.2%  ··R  cjxl_0.10.1_d0e7g2
62552360  5.6479372  99.43%   0.301509     27.0%   0.301496     12.8%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
63036606  5.6803209  95.74%   1.1153       76.9%   2.3468       73.6%  M·R  cjxl_0.10.1_d0e7
63147198  5.6811714  95.76%   1.3471       92.9%   2.4714       77.5%  ··R  cjxl_0.10.1_d0e6E4g2
63737165  5.7404882  96.76%   1.7790      122.7%   2.3946       75.1%  ·C·  cjxl_0.10.1_d0e5E4g3
63828401  5.7545629  96.99%   1.1586       79.9%   2.4397       76.5%  ···  cjxl_0.10.1_d0e6E4
64112988  5.7773845  97.38%   1.7922      123.6%   2.3946       75.1%  ·C·  cjxl_0.10.1_d0e6g3
64219909  5.7847274  97.50%   1.6414      113.2%   3.1703       99.4%  ··R  cjxl_0.10.1_d0e5E4g2
64664574  5.8331998  98.32%   1.4242       98.2%   3.1475       98.7%  ···  cjxl_0.10.1_d0e5E4
65141860  5.8492489  98.59%   1.6676      115.0%   3.1641       99.2%  ···  cjxl_0.10.1_d0e6g2
65777028  5.9329050  98.18%   1.4504       80.9%   3.1888       76.4%  M·R  cjxl_0.10.1_d0e6
66096249  5.9579643  98.59%   2.1861      122.0%   3.0149       72.2%  ·C·  cjxl_0.10.1_d0e5g3
66443138  5.9661486  98.73%   2.6632      148.6%   3.7378       89.6%  ·CR  cjxl_0.10.1_d0e4E4g3
66562390  5.9793265  98.95%   2.4496      136.7%   4.9860      119.5%  ··R  cjxl_0.10.1_d0e4E4g2
66602826  5.9970076  99.24%   2.0219      112.8%   3.9967       95.8%  ···  cjxl_0.10.1_d0e5g2
66733952  6.0052703  99.38%   2.0995      117.1%   4.7929      114.8%  ···  cjxl_0.10.1_d0e4E4
66925610  6.0429365  97.00%   1.7924       61.8%   4.1736       62.4%  M··  cjxl_0.10.1_d0e5
67455194  6.0852933  97.68%   0.05227479    1.8%   0.05227303    0.8%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
69076628  6.1937580  99.42%   3.3306      114.8%   4.8024       71.8%  ·C·  cjxl_0.10.1_d0e4g3
69155736  6.2040619  99.59%   3.2115      110.7%   6.4946       97.1%  ··R  cjxl_0.10.1_d0e4g2
69312812  6.2298424  99.35%   2.9011       56.1%   6.6865       28.9%  M·R  cjxl_0.10.1_d0e4
69596150  6.2524927  99.71%   7.3550      142.3%  12.32         53.3%  ·CR  cjxl_0.10.1_d0e3g3
69618259  6.2579956  99.80%   6.5160      126.1%  18.88         81.6%  ··R  cjxl_0.10.1_d0e3g2
69759146  6.2708189  85.79%   5.1672       62.4%  23.14         87.8%  M·R  cjxl_0.10.1_d0e3
80198912  7.1494103  97.81%   0.166718      2.0%   0.166710      0.6%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
80198912  7.1494103  97.81%   0.163180      2.0%   0.163174      0.6%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
80720618  7.1899833  98.37%   0.171241      2.1%   0.171155      0.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
80720618  7.1899833  98.37%   0.169521      2.0%   0.169516      0.6%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
81145633  7.2405004  99.06%   0.238627      2.9%   0.238782      0.9%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
80295844  7.3093358  92.38%   8.2831       21.4%  26.35         58.6%  MCR  cjxl_0.10.1_d0e2
80480101  7.3124640  92.42%   9.370        24.2%  20.88         46.4%  ·C·  cjxl_0.10.1_d0e2g2
80716657  7.3184489  92.49%  10.24         26.4%  17.55         39.0%  ·C·  cjxl_0.10.1_d0e2g3
86388461  7.9125350   ····   38.73         ····   44.96         ····   MCR  cjxl_0.10.1_d0e1
88175606  7.9172750   ····    0.192350     ····    0.192342     ····   ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
88238364  8.0300124   ····    0.05240186   ····    0.05239998   ····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
96855760  8.6921724   ····    0.220753     ····    0.220999     ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
97420529  8.7324624   ····    0.243723     ····    0.243716     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
97420529  8.7324624   ····    0.232646     ····    0.232635     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
96972498  8.8273438   ····    0.178594     ····    0.178588     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

ui (not film), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone
|                    size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e10g3  98.84%  172.251%   168.026%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4   99.60%  185.864%   209.43%     cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2     99.31%  172.1%     123.3%      cjxl_0.10.1_d0e3

                                           Mpx/s CPU % of denser milestone
                                           |                    Mpx/s real % of denser milestone
                                           |                    |       milestone
                                           |                    |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone                  |       ||Pareto front for bpp and real time
B         bpp (mean) |        Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
14161582  1.4559818   91.01%   0.162084     86.2%   0.162079     79.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14167686  1.4587147   91.18%   0.163058     86.7%   0.163050     80.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14156162  1.4592571   91.21%   0.130633     69.5%   0.130625     64.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14178038  1.4597579   91.24%   0.165551     88.0%   0.165539     81.6%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
14177299  1.4598574   91.25%   0.163931     87.2%   0.163917     80.8%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
14221936  1.4611087   91.33%   0.162243     86.3%   0.162238     79.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14228135  1.4652685   91.59%   0.129691     69.0%   0.129678     63.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14334253  1.4989493   93.69%   0.269753    143.5%   0.269752    132.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
14347084  1.5001333   93.77%   0.271557    144.4%   0.271544    133.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
14524320  1.5002530   93.78%   0.1115217    59.3%   0.1115179    54.9%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
14759838  1.5185693   94.92%   0.07831738   41.6%   0.07831454   38.6%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
14783459  1.5246292   95.30%   0.142318     75.7%   0.142309     70.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14775392  1.5249873   95.32%   0.142126     75.6%   0.142123     70.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14775890  1.5264120   95.41%   0.141144     75.1%   0.141137     69.5%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14779734  1.5270480   95.45%   0.140945     75.0%   0.140939     69.4%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14782485  1.5272898   95.47%   0.140957     75.0%   0.140951     69.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14763068  1.5291251   95.58%   0.119193     63.4%   0.119187     58.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
14911122  1.5360346   96.01%   0.135978     72.3%   0.134989     66.5%  ···  cjxl_0.10.1_d0e10E3num_threads0
14915696  1.5552402   97.21%   0.233502    124.2%   0.233491    115.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
14926939  1.5560572   97.26%   0.236236    125.6%   0.236220    116.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
15207844  1.5745543   98.42%   0.09499619   50.5%   0.09499250   46.8%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
15264187  1.5812588   98.84%   0.330373    175.7%   0.330294    162.7%  ·C·  cjxl_0.10.1_d0e10g3num_threads0
15264187  1.5812588   98.84%   0.323897    172.3%   0.341014    168.0%  ··R  cjxl_0.10.1_d0e10g3
15374293  1.5825622   98.92%   0.115827     61.6%   0.115819     57.1%  ···  cjxl_0.10.1_d0e10I100num_threads0
15438680  1.5966047   99.80%   0.09417714   50.1%   0.09417316   46.4%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
15518730  1.5998377   93.02%   0.188038     35.1%   0.202953     25.9%  M··  cjxl_0.10.1_d0e10
15581821  1.6196214   94.17%   0.544715    101.6%   0.624496     79.8%  ·CR  cjxl_0.10.1_d0e9E4g3
15887474  1.6472341   95.77%   0.477570     89.1%   0.622531     79.6%  ···  cjxl_0.10.1_d0e9E4g2
15900043  1.6641322   96.75%   0.532901     99.4%   0.533048     68.2%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
16186412  1.6695811   97.07%   0.413090     77.1%   0.574638     73.5%  ···  cjxl_0.10.1_d0e9E4
16019314  1.6777184   97.54%   0.707138    131.9%   0.707118     90.4%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
16340803  1.7006764   98.88%   0.633241    118.1%   0.738295     94.4%  ··R  cjxl_0.10.1_d0e9g3
16343216  1.7009524   98.90%   0.91958     171.6%   1.0625      135.8%  ·CR  cjxl_0.10.1_d0e8E4g3
16428617  1.7126066   99.57%   0.934703    174.4%   1.3434      171.8%  ·CR  cjxl_0.10.1_d0e8E4g2
16567547  1.7130755   99.60%   0.996227    185.9%   1.6380      209.4%  ·CR  cjxl_0.10.1_d0e8E4
16565884  1.7190657   99.95%   0.593138    110.7%   0.803367    102.7%  ···  cjxl_0.10.1_d0e9g2
16666771  1.7199465   98.92%   0.535998     51.0%   0.782143     45.7%  M··  cjxl_0.10.1_d0e9
16892699  1.7387506   90.91%   1.0514       51.7%   1.7124       47.5%  MCR  cjxl_0.10.1_d0e8
16898567  1.7525427   91.63%   0.961305     47.3%   1.3841       38.4%  ···  cjxl_0.10.1_d0e8g2
17245999  1.7607369   92.06%   0.2103751    10.3%   0.2103659     5.8%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
16915024  1.7647055   92.27%   0.94514      46.5%   1.0948       30.4%  ···  cjxl_0.10.1_d0e8g3
16930643  1.7664800   92.36%   0.685284     33.7%   0.685211     19.0%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
17698311  1.7664851   92.36%   0.105452      5.2%   0.105448      2.9%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
17055549  1.7749388   92.81%   0.602386     29.6%   0.601983     16.7%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
17041345  1.7829835   93.23%   0.593048     29.2%   0.593038     16.5%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
17609483  1.7922083   93.71%   0.1820105     9.0%   0.1819905     5.1%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
17549718  1.8025943   94.25%   0.2280930    11.2%   0.2280831     6.3%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
17653324  1.8064918   94.46%   0.2824506    13.9%   0.2824347     7.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
17186097  1.8212724   95.23%   1.7954       88.3%   2.1655       60.1%  ·CR  cjxl_0.10.1_d0e7E4g3
18044138  1.8433290   96.38%   0.1845237     9.1%   0.1845184     5.1%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
17460391  1.8476834   96.61%   1.7805       87.6%   2.6851       74.5%  ··R  cjxl_0.10.1_d0e7E4g2
17675229  1.8513526   96.80%   0.576562     28.4%   0.576550     16.0%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
17672789  1.8572607   97.11%   1.7868       87.9%   3.0363       84.3%  ··R  cjxl_0.10.1_d0e7E4
17897047  1.8713477   97.85%   0.486367     23.9%   0.486344     13.5%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
17811720  1.8782196   98.21%   0.601628     29.6%   0.601604     16.7%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
18070791  1.8891284   98.78%   0.525218     25.8%   0.525199     14.6%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
17703698  1.8947434   99.07%   0.591056     29.1%   0.590998     16.4%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
18002526  1.8971228   99.19%   0.602538     29.6%   0.602404     16.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
17852020  1.8982821   99.26%   1.9581       96.3%   2.4009       66.7%  ·C·  cjxl_0.10.1_d0e7g3
18164209  1.9125298   94.23%   2.0333       89.1%   3.6022       86.0%  MCR  cjxl_0.10.1_d0e7
18034857  1.9188105   94.54%   2.0286       88.9%   2.4941       59.6%  ···  cjxl_0.10.1_d0e6E4g3
18118906  1.9218454   94.69%   1.9548       85.7%   3.0509       72.9%  ···  cjxl_0.10.1_d0e7g2
18457257  1.9516360   96.16%   2.0086       88.0%   3.1074       74.2%  ···  cjxl_0.10.1_d0e6E4g2
18525601  1.9571045   96.43%   2.0083       88.0%   3.5091       83.8%  ···  cjxl_0.10.1_d0e6E4
20241371  2.0048181   98.78%   0.194720      8.5%   0.194712      4.6%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
18873262  2.0198543   99.52%   2.1427       93.9%   2.6517       63.3%  ·C·  cjxl_0.10.1_d0e5E4g3
18910573  2.0230022   99.67%   2.2578       99.0%   2.8393       67.8%  ·C·  cjxl_0.10.1_d0e6g3
19171841  2.0296041  100.00%   2.1806       95.6%   3.9659       94.7%  ··R  cjxl_0.10.1_d0e5E4
19184954  2.0296149   96.18%   2.2812       93.0%   4.1878       91.3%  MCR  cjxl_0.10.1_d0e6
19229820  2.0447079   96.90%   2.1456       87.5%   3.3983       74.1%  ···  cjxl_0.10.1_d0e5E4g2
19339090  2.0528828   97.29%   2.2593       92.1%   3.5585       77.6%  ···  cjxl_0.10.1_d0e6g2
20805449  2.1087116   99.93%   0.4619117    18.8%   0.4618603    10.1%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
19898340  2.1101441   77.74%   2.4525       81.4%   4.5872       67.3%  MCR  cjxl_0.10.1_d0e5
20932032  2.1205375   78.12%   0.5263479    17.5%   0.5262723     7.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
21143881  2.1407501   78.86%   0.3029045    10.1%   0.3028875     4.4%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
21134541  2.1421103   78.91%   0.2486023     8.3%   0.2486258     3.6%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
19956828  2.1521128   79.28%   2.4359       80.9%   3.0680       45.0%  ···  cjxl_0.10.1_d0e5g3
21457608  2.1590025   79.54%   0.103570      3.4%   0.103567      1.5%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
20281647  2.1688108   79.90%   2.4478       81.3%   3.9915       58.5%  ···  cjxl_0.10.1_d0e5g2
22388412  2.4945518   91.90%   3.0991      102.9%   4.2334       62.1%  ·C·  cjxl_0.10.1_d0e4E4g3
22589090  2.5109313   92.50%   2.8379       94.2%   5.2498       77.0%  ··R  cjxl_0.10.1_d0e4E4g2
22752948  2.5431271   93.69%   2.4661       81.9%   5.2657       77.2%  ··R  cjxl_0.10.1_d0e4E4
23718316  2.6627132   98.09%   3.7191      123.5%   5.1401       75.4%  ·C·  cjxl_0.10.1_d0e4g3
23974558  2.6825135   98.82%   3.4275      113.8%   6.4245       94.2%  ··R  cjxl_0.10.1_d0e4g2
24129169  2.7145200   86.72%   3.0120       34.7%   6.8210       22.5%  M·R  cjxl_0.10.1_d0e4
28100731  3.1264913   99.88%   9.596       110.6%  24.26         79.9%  ·CR  cjxl_0.10.1_d0e2g2
28133006  3.1273282   99.91%  10.46        120.5%  19.65         64.7%  ·C·  cjxl_0.10.1_d0e2g3
28119549  3.1300939   99.31%   8.680       172.1%  30.37        123.3%  M·R  cjxl_0.10.1_d0e2
26618474  3.1341861   99.44%   7.467       148.0%  13.03         52.9%  ···  cjxl_0.10.1_d0e3g3
26669573  3.1395679   99.61%   6.5139      129.1%  19.66         79.8%  ···  cjxl_0.10.1_d0e3g2
26786745  3.1517666   94.14%   5.0440        8.6%  24.63         35.0%  M··  cjxl_0.10.1_d0e3
29400899  3.3479501   ·····   58.75         ····   70.3          ····   MCR  cjxl_0.10.1_d0e1

ui (not 3d edit film glitch lossy), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone
|                    size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e10g3  99.14%  170.132%   165.416%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4   99.67%  185.59%    202.09%     cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2     98.04%  174.7%     124.5%      cjxl_0.10.1_d0e3

                                         Mpx/s CPU % of denser milestone
                                         |                    Mpx/s real % of denser milestone
                                         |                    |       milestone
                                         |                    |       |Pareto front for bpp and CPU time
                    bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
10533210  1.299395  90.55%   0.165838     85.1%   0.165833     78.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10534146  1.302051  90.74%   0.167125     85.8%   0.167117     79.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10523201  1.302638  90.78%   0.131296     67.4%   0.131287     62.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10543889  1.303157  90.81%   0.169569     87.0%   0.169556     80.7%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
10543759  1.303340  90.83%   0.168119     86.3%   0.168103     80.0%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
10584421  1.304419  90.90%   0.166392     85.4%   0.166386     79.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10591908  1.309102  91.23%   0.131895     67.7%   0.131881     62.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
10633507  1.341872  93.51%   0.278101    142.7%   0.278102    132.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
10647503  1.343322  93.61%   0.281710    144.6%   0.281696    134.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
10852012  1.345282  93.75%   0.115311     59.2%   0.115307     54.9%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
10998928  1.358131  94.64%   0.08108055   41.6%   0.08107768   38.6%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
11084707  1.369597  95.44%   0.146391     75.1%   0.146381     69.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11076640  1.370000  95.47%   0.146174     75.0%   0.146170     69.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11077138  1.371607  95.58%   0.145068     74.5%   0.145061     69.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11082506  1.372474  95.64%   0.145521     74.7%   0.145515     69.2%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11083733  1.372597  95.65%   0.144859     74.3%   0.144853     68.9%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11063777  1.374515  95.79%   0.120120     61.6%   0.120115     57.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11124601  1.375405  95.85%   0.140606     72.2%   0.139493     66.4%  ···  cjxl_0.10.1_d0e10E3num_threads0
11200598  1.403619  97.81%   0.243688    125.1%   0.243676    115.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11215778  1.404927  97.91%   0.246000    126.3%   0.245983    117.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11489176  1.417924  98.81%   0.120180     61.7%   0.120171     57.2%  ···  cjxl_0.10.1_d0e10I100num_threads0
11447235  1.420025  98.96%   0.0988948    50.8%   0.0988910    47.0%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11455797  1.422688  99.14%   0.338420    173.7%   0.338332    161.0%  ·C·  cjxl_0.10.1_d0e10g3num_threads0
11455797  1.422688  99.14%   0.331499    170.1%   0.347706    165.4%  ··R  cjxl_0.10.1_d0e10g3
11554057  1.434176  99.94%   0.0972836    49.9%   0.0972795    46.3%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
11608053  1.434989  92.92%   0.194848     34.7%   0.210201     26.9%  M··  cjxl_0.10.1_d0e10
11627151  1.451879  94.01%   0.560771     99.9%   0.629707     80.5%  ·CR  cjxl_0.10.1_d0e9E4g3
11918361  1.481656  95.94%   0.498311     88.8%   0.631068     80.7%  ··R  cjxl_0.10.1_d0e9E4g2
12121527  1.498238  97.01%   0.431281     76.9%   0.565584     72.3%  ···  cjxl_0.10.1_d0e9E4
12002424  1.506984  97.58%   0.549496     97.9%   0.549665     70.3%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
12091387  1.519743  98.40%   0.726572    129.5%   0.726556     92.9%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
12231523  1.527620  98.91%   0.94832     169.0%   1.0757      137.6%  ·CR  cjxl_0.10.1_d0e8E4g3
12256590  1.529968  99.07%   0.651208    116.1%   0.74402      95.2%  ···  cjxl_0.10.1_d0e9g3
12420422  1.539334  99.67%   1.0413      185.6%   1.5802      202.1%  ·CR  cjxl_0.10.1_d0e8E4
12352141  1.543804  99.96%   0.96785     172.5%   1.3129      167.9%  ···  cjxl_0.10.1_d0e8E4g2
12495206  1.544394  98.96%   0.561096     51.0%   0.781937     47.0%  M··  cjxl_0.10.1_d0e9
12463972  1.549307  99.27%   0.619687     56.3%   0.81945      49.3%  ···  cjxl_0.10.1_d0e9g2
12672360  1.560639  90.11%   1.0999       52.6%   1.6631       48.1%  MCR  cjxl_0.10.1_d0e8
13294175  1.574629  90.92%   0.108726      5.2%   0.108721      3.1%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
12879642  1.576413  91.02%   0.2107677    10.1%   0.2107587     6.1%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
12720713  1.578665  91.15%   0.99538      47.6%   1.3520       39.1%  ···  cjxl_0.10.1_d0e8g2
12701931  1.589119  91.75%   0.97401      46.6%   1.1116       32.2%  ···  cjxl_0.10.1_d0e8g3
13223746  1.609989  92.96%   0.180793      8.6%   0.180772      5.2%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
12956901  1.614358  93.21%   0.613953     29.4%   0.613942     17.8%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
12975720  1.617909  93.42%   0.698978     33.4%   0.698902     20.2%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
13203442  1.619447  93.50%   0.2842364    13.6%   0.2842227     8.2%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13147847  1.619859  93.53%   0.2303117    11.0%   0.2303007     6.7%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
13089947  1.626548  93.91%   0.617222     29.5%   0.616781     17.9%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
12958025  1.651337  95.35%   1.8209       87.1%   2.1564       62.4%  ·CR  cjxl_0.10.1_d0e7E4g3
13591923  1.661057  95.91%   0.1858456     8.9%   0.1858408     5.4%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
13188983  1.676845  96.82%   1.8174       86.9%   2.6238       76.0%  ··R  cjxl_0.10.1_d0e7E4g2
13304482  1.679559  96.98%   1.8501       88.4%   2.9331       84.9%  ·CR  cjxl_0.10.1_d0e7E4
13675069  1.708554  98.65%   0.589065     28.2%   0.589052     17.1%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
13649903  1.714845  99.01%   0.623897     29.8%   0.623870     18.1%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
13497472  1.725058  99.60%   1.9802       94.7%   2.3800       68.9%  ·C·  cjxl_0.10.1_d0e7g3
13929409  1.727702  99.76%   0.552743     26.4%   0.552724     16.0%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
13865007  1.728267  99.79%   0.501395     24.0%   0.501370     14.5%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
13700345  1.731940  93.91%   2.0917       89.7%   3.4543       87.2%  MCR  cjxl_0.10.1_d0e7
13804337  1.732068  93.91%   0.623649     26.7%   0.623500     15.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
13544215  1.738351  94.25%   0.608126     26.1%   0.608061     15.3%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
13723088  1.747675  94.76%   1.9938       85.5%   2.9676       74.9%  ···  cjxl_0.10.1_d0e7g2
13690075  1.749653  94.87%   2.0466       87.7%   2.4743       62.5%  ···  cjxl_0.10.1_d0e6E4g3
14009295  1.776121  96.30%   2.0682       88.7%   3.3814       85.4%  ···  cjxl_0.10.1_d0e6E4
14040893  1.780343  96.53%   2.0419       87.5%   3.0114       76.0%  ···  cjxl_0.10.1_d0e6E4g2
15358196  1.798697  97.53%   0.195336      8.4%   0.195328      4.9%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
14531553  1.844324  95.72%   2.3325       93.2%   3.9614       90.2%  MCR  cjxl_0.10.1_d0e6
14354882  1.845719  95.79%   2.1466       85.8%   2.6076       59.4%  ···  cjxl_0.10.1_d0e5E4g3
14583152  1.850467  96.04%   2.2221       88.8%   3.7330       85.0%  ···  cjxl_0.10.1_d0e5E4
14402036  1.850641  96.05%   2.2704       90.7%   2.7969       63.7%  ···  cjxl_0.10.1_d0e6g3
15255753  1.858305  96.44%   0.4779997    19.1%   0.4779422    10.9%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
15369471  1.869954  97.05%   0.5471362    21.9%   0.5470509    12.5%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
14679460  1.870928  97.10%   2.1699       86.7%   3.2832       74.8%  ···  cjxl_0.10.1_d0e5E4g2
14753917  1.877821  97.46%   2.2875       91.4%   3.4520       78.6%  ···  cjxl_0.10.1_d0e6g2
15524915  1.886998  97.93%   0.106415      4.3%   0.106412      2.4%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
15637675  1.896899  98.45%   0.3041574    12.2%   0.3041384     6.9%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
15628920  1.898489  98.53%   0.2430416     9.7%   0.2430683     5.5%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
15164219  1.926824  74.84%   2.5024       82.7%   4.3903       67.0%  MCR  cjxl_0.10.1_d0e5
15251477  1.976208  76.76%   2.4214       80.0%   2.9879       45.6%  ···  cjxl_0.10.1_d0e5g3
15549368  1.992885  77.40%   2.4581       81.2%   3.8047       58.0%  ···  cjxl_0.10.1_d0e5g2
17617698  2.354359  91.44%   3.1114      102.8%   4.2093       64.2%  ·C·  cjxl_0.10.1_d0e4E4g3
17731200  2.364776  91.85%   2.8599       94.5%   5.1192       78.1%  ··R  cjxl_0.10.1_d0e4E4g2
17882114  2.399613  93.20%   2.5118       83.0%   5.1341       78.3%  ··R  cjxl_0.10.1_d0e4E4
18756279  2.525509  98.09%   3.7189      122.9%   5.0799       77.5%  ·C·  cjxl_0.10.1_d0e4g3
18924903  2.539663  98.64%   3.4560      114.2%   6.318        96.4%  ··R  cjxl_0.10.1_d0e4g2
19070722  2.574679  86.54%   3.0256       34.8%   6.557        22.1%  M·R  cjxl_0.10.1_d0e4
22345101  2.969778  99.83%  10.30        118.7%  19.13         64.4%  ·CR  cjxl_0.10.1_d0e2g3
22337624  2.971118  99.87%   9.662       111.3%  24.06         81.0%  ··R  cjxl_0.10.1_d0e2g2
22357785  2.974965  98.04%   8.682       174.7%  29.71        124.5%  M·R  cjxl_0.10.1_d0e2
21303365  3.019142  99.49%   7.386       148.6%  12.72         53.3%  ···  cjxl_0.10.1_d0e3g3
21345789  3.024165  99.66%   6.468       130.1%  19.16         80.2%  ···  cjxl_0.10.1_d0e3g2
21434006  3.034571  94.79%   4.9693        8.5%  23.87         34.0%  M··  cjxl_0.10.1_d0e3
23458532  3.201421   ····   58.7          ····   70.2          ····   MCR  cjxl_0.10.1_d0e1

text, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

                                                                                           speed real
fastest as dense as milestone                                           size    speed CPU  |        compared to
cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0  99.24%  379.34%    353.11%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4g3                                                    98.84%  173.76%    149.90%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2                                                        81.01%  150.5%     126%     cjxl_0.10.1_d0e3

                                       Mpx/s CPU % of denser milestone
                                       |                  Mpx/s real % of denser milestone
                                       |                  |       milestone
                                       |                  |       |Pareto front for bpp and CPU time
                    bpp % of denser milestone             |       ||Pareto front for bpp and real time
B        bpp (mean) |       Mpx/s CPU (mean)   Mpx/s real (mean)  |||  best of
1101365  0.6872127  86.44%   0.40072   124.0%   0.40062   115.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1107475  0.6888202  86.64%   0.40224   124.4%   0.40225   115.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1186657  0.7062815  88.84%   0.30061    93.0%   0.30060    86.6%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
1256896  0.7067340  88.90%   0.30630    94.8%   0.30626    88.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1187575  0.7070362  88.94%   0.29707    91.9%   0.29705    85.6%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
1189173  0.7072931  88.97%   0.29639    91.7%   0.29636    85.4%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1260275  0.7075364  89.00%   0.30653    94.8%   0.30649    88.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1190545  0.7093002  89.22%   0.29829    92.3%   0.29821    85.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1223262  0.7141925  89.84%   0.29532    91.4%   0.29509    85.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1269084  0.7291325  91.71%   0.242660   75.1%   0.242603   69.9%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
1259410  0.7421507  93.35%   0.139366   43.1%   0.139354   40.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
1271840  0.7511426  94.48%   0.24734    76.5%   0.24724    71.2%  ···  cjxl_0.10.1_d0e10E3num_threads0
1305881  0.7663852  96.40%   0.148578   46.0%   0.148566   42.8%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
1306365  0.7776325  97.82%   0.156201   48.3%   0.156184   45.0%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1292246  0.7789962  97.99%   0.153593   47.5%   0.153561   44.2%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1335659  0.7859991  98.87%   0.198490   61.4%   0.198472   57.2%  ···  cjxl_0.10.1_d0e10I100num_threads0
1238162  0.7863350  98.91%   0.17439    54.0%   0.17438    50.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1330100  0.7889676  99.24%   1.2261    379.3%   1.2260    353.1%  ·CR  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1349008  0.7950001  90.55%   0.32322    38.4%   0.34719    33.8%  M··  cjxl_0.10.1_d0e10
1359444  0.8024240  91.39%   0.58812    69.8%   0.58826    57.3%  ···  cjxl_0.10.1_d0e10g3num_threads0
1359444  0.8024240  91.39%   0.56804    67.4%   0.58275    56.8%  ···  cjxl_0.10.1_d0e10g3
1433720  0.8111727  92.39%   0.22437    26.6%   0.22436    21.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1436280  0.8112203  92.39%   0.22412    26.6%   0.22408    21.8%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1436377  0.8112359  92.40%   0.22389    26.6%   0.22385    21.8%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1422938  0.8138282  92.69%   0.89976   106.8%   0.94390    92.0%  ···  cjxl_0.10.1_d0e9E4g3
1356204  0.8155215  92.88%   0.69312    82.3%   0.69207    67.4%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
1446846  0.8262702  94.11%   0.22340    26.5%   0.22340    21.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1324048  0.8299073  94.52%   1.4127    167.7%   1.4124    137.6%  ·CR  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1416513  0.8322356  94.79%   0.70050    83.1%   0.70055    68.3%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
1456293  0.8331919  94.90%   0.22319    26.5%   0.22318    21.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1313679  0.8346492  95.06%   0.16504    19.6%   0.16503    16.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1497440  0.8374711  95.38%   0.85313   101.3%   0.94722    92.3%  ···  cjxl_0.10.1_d0e9E4g2
1454563  0.8434612  96.07%   0.67148    79.7%   0.79118    77.1%  ···  cjxl_0.10.1_d0e9E4
1534608  0.8678564  98.84%   1.4640    173.8%   1.5384    149.9%  ·CR  cjxl_0.10.1_d0e8E4g3
1523221  0.8690952  98.99%   0.88446   105.0%   0.88425    86.2%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
1500506  0.8691919  99.00%   0.373143   44.3%   0.373105   36.4%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1531896  0.8703696  99.13%   1.1447    135.9%   1.1447    111.5%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
1602641  0.8770068  99.89%   0.176166   20.9%   0.176156   17.2%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1513128  0.8780056  96.34%   0.84255    54.2%   1.0263     51.3%  M··  cjxl_0.10.1_d0e9
1543951  0.8798591  96.55%   1.0173     65.4%   1.0662     53.3%  ···  cjxl_0.10.1_d0e9g3
1520792  0.8819189  96.77%   1.4926     96.0%   1.918      95.9%  ·CR  cjxl_0.10.1_d0e8E4
1580998  0.8846367  97.07%   1.4943     96.1%   1.693      84.6%  ·C·  cjxl_0.10.1_d0e8E4g2
1501135  0.8872497  97.36%   0.75244    48.4%   0.75243    37.6%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1480858  0.8911113  97.78%   0.132743    8.5%   0.132738    6.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1593038  0.8938214  98.08%   0.97983    63.0%   1.1122     55.6%  ···  cjxl_0.10.1_d0e9g2
1532788  0.9053801  99.35%   0.67777    43.6%   0.67777    33.9%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1578016  0.9113342  87.96%   1.5551     55.2%   2.001      52.8%  MCR  cjxl_0.10.1_d0e8
1653197  0.9162441  88.44%   1.0734     38.1%   1.0726     28.3%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
1634924  0.9227958  89.07%   1.4947     53.0%   1.5783     41.7%  ···  cjxl_0.10.1_d0e8g3
1653142  0.9338922  90.14%   0.532463   18.9%   0.531400   14.0%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1666876  0.9342730  90.18%   1.5072     53.5%   1.715      45.3%  ···  cjxl_0.10.1_d0e8g2
1709272  0.9450494  91.22%   1.1439     40.6%   1.1431     30.2%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
1755173  0.9544724  92.13%   1.0671     37.9%   1.0656     28.1%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
1660541  0.9752337  94.13%   0.80321    28.5%   0.80320    21.2%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1700843  1.002709   96.78%   2.574      91.3%   3.408      89.9%  ·CR  cjxl_0.10.1_d0e7E4
1833318  1.013156   97.79%   1.0314     36.6%   1.0309     27.2%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
1839838  1.023866   98.82%   0.685987   24.3%   0.685973   18.1%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1784899  1.024982   98.93%   0.93465    33.2%   0.93464    24.7%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1865245  1.028597   99.28%   1.0374     36.8%   1.0382     27.4%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
1767663  1.036054   95.14%   2.819      96.7%   3.789      95.3%  MCR  cjxl_0.10.1_d0e7
1796353  1.052404   96.64%   2.729      93.6%   3.648      91.8%  ···  cjxl_0.10.1_d0e6E4
1833267  1.055200   96.90%   2.423      83.1%   2.646      66.6%  ···  cjxl_0.10.1_d0e7E4g3
1850758  1.058253   97.18%   2.510      86.1%   2.974      74.8%  ···  cjxl_0.10.1_d0e7E4g2
2062580  1.084927   99.63%   0.84981    29.2%   0.84976    21.4%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1865619  1.088995   93.77%   2.915      94.8%   3.975      92.3%  MCR  cjxl_0.10.1_d0e6
1956739  1.110482   95.62%   2.739      89.1%   3.284      76.2%  ···  cjxl_0.10.1_d0e6E4g2
1950268  1.112394   95.78%   2.635      85.7%   2.905      67.4%  ···  cjxl_0.10.1_d0e6E4g3
1922356  1.114956   96.00%   0.97647    31.7%   0.97672    22.7%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
1952881  1.119021   96.35%   2.580      83.9%   2.833      65.8%  ···  cjxl_0.10.1_d0e7g3
1960408  1.119473   96.39%   2.682      87.2%   3.220      74.8%  ···  cjxl_0.10.1_d0e7g2
1899545  1.121501   96.57%   2.871      93.3%   3.901      90.6%  ···  cjxl_0.10.1_d0e5E4
2013258  1.159062   99.80%   2.686      87.3%   2.936      68.2%  ···  cjxl_0.10.1_d0e5E4g3
1979802  1.161354   49.41%   3.076      76.2%   4.307      58.4%  MCR  cjxl_0.10.1_d0e5
2046128  1.171365   49.83%   2.772      68.7%   3.350      45.4%  ···  cjxl_0.10.1_d0e5E4g2
2071986  1.173794   49.94%   2.852      70.7%   3.436      46.6%  ···  cjxl_0.10.1_d0e6g2
2073708  1.177365   50.09%   2.822      70.0%   3.103      42.1%  ···  cjxl_0.10.1_d0e6g3
1834664  1.205326   51.28%   0.43261    10.7%   0.43190     5.9%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
2167750  1.239145   52.72%   2.929      72.6%   3.228      43.7%  ···  cjxl_0.10.1_d0e5g3
2191479  1.247327   53.07%   2.981      73.9%   3.656      49.6%  ···  cjxl_0.10.1_d0e5g2
3675228  2.028612   86.30%   4.250     105.4%   5.251      71.2%  ·CR  cjxl_0.10.1_d0e4E4g3
3698818  2.036033   86.62%   4.063     100.7%   5.914      80.1%  ··R  cjxl_0.10.1_d0e4E4g2
3863459  2.125875   90.44%   3.712      92.0%   6.392      86.6%  ··R  cjxl_0.10.1_d0e4E4
4046240  2.218024   94.36%   4.703     116.6%   5.903      80.0%  ·C·  cjxl_0.10.1_d0e4g3
4082754  2.225810   94.69%   4.576     113.4%   6.813      92.3%  ··R  cjxl_0.10.1_d0e4g2
4305114  2.350543   95.35%   4.034      46.0%   7.379      33.4%  M·R  cjxl_0.10.1_d0e4
4504925  2.459738   99.78%  10.01      114.2%  16.3        73.6%  ·CR  cjxl_0.10.1_d0e2g3
4509337  2.462017   99.87%   9.875     112.6%  18.4        83.4%  ··R  cjxl_0.10.1_d0e2g2
4515260  2.465277   81.01%   8.772     150.5%  22.1       126%    M·R  cjxl_0.10.1_d0e2
5244356  3.031183   99.60%   8.083     138.6%  12.10       69.0%  ···  cjxl_0.10.1_d0e3g3
5253971  3.036536   99.78%   7.653     131.3%  15.5        88.6%  ···  cjxl_0.10.1_d0e3g2
5264943  3.043227   98.11%   5.830      11.8%  17.5        28.7%  M··  cjxl_0.10.1_d0e3
5128821  3.101985    ····   49.5        ····   61.1        ····   MCR  cjxl_0.10.1_d0e1

text ui (not 3d edit film glitch lossy reduced_palette), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone
|                    size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e10g3  99.33%  168.371%   162.993%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4   99.65%  186.32%    202.14%     cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2     94.68%  169.7%     124.1%      cjxl_0.10.1_d0e3

                                         Mpx/s CPU % of denser milestone
                                         |                    Mpx/s real % of denser milestone
                                         |                    |       milestone
                                         |                    |       |Pareto front for bpp and CPU time
                    bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
10930282  1.237799  89.99%   0.176566     84.0%   0.176529     78.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10931512  1.240158  90.16%   0.176404     83.9%   0.176382     77.9%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10941027  1.240918  90.22%   0.179984     85.6%   0.179971     79.5%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
10941125  1.241239  90.24%   0.177275     84.3%   0.177260     78.3%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
10981329  1.241991  90.30%   0.176898     84.2%   0.176892     78.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10924106  1.242394  90.33%   0.133137     63.3%   0.133128     58.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10998399  1.250802  90.94%   0.133409     63.5%   0.133397     58.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11027208  1.271651  92.45%   0.289178    137.6%   0.289174    127.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11041205  1.272868  92.54%   0.292264    139.1%   0.292256    129.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11258029  1.279210  93.00%   0.134233     63.9%   0.134227     59.3%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
11418571  1.295131  94.16%   0.08917285   42.4%   0.08916838   39.4%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
11548653  1.311434  95.34%   0.154010     73.3%   0.153073     67.6%  ···  cjxl_0.10.1_d0e10E3num_threads0
11577930  1.318060  95.83%   0.251747    119.8%   0.251734    111.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11593173  1.319167  95.91%   0.253621    120.7%   0.253590    112.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11606149  1.327597  96.52%   0.152670     72.6%   0.152664     67.5%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11610935  1.328292  96.57%   0.152841     72.7%   0.152832     67.5%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11612744  1.328428  96.58%   0.152534     72.6%   0.152511     67.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11593273  1.330235  96.71%   0.119015     56.6%   0.119009     52.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11624221  1.332340  96.86%   0.153555     73.1%   0.153546     67.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11616154  1.332679  96.89%   0.153479     73.0%   0.153474     67.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11942383  1.359445  98.84%   0.130368     62.0%   0.130354     57.6%  ···  cjxl_0.10.1_d0e10I100num_threads0
11993157  1.364775  99.22%   0.103012     49.0%   0.103005     45.5%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
11914619  1.366265  99.33%   0.361800    172.1%   0.361804    159.9%  ·C·  cjxl_0.10.1_d0e10g3num_threads0
11914619  1.366265  99.33%   0.353889    168.4%   0.368875    163.0%  ··R  cjxl_0.10.1_d0e10g3
12065396  1.375469  92.77%   0.210184     35.6%   0.226313     28.3%  M··  cjxl_0.10.1_d0e10
12006951  1.381210  93.16%   0.108781     18.4%   0.108778     13.6%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
12089995  1.391017  93.82%   0.590173    100.1%   0.652118     81.6%  ·CR  cjxl_0.10.1_d0e9E4g3
12389890  1.418591  95.68%   0.545641     92.5%   0.669635     83.8%  ··R  cjxl_0.10.1_d0e9E4g2
12592486  1.432892  96.64%   0.456614     77.4%   0.586296     73.3%  ···  cjxl_0.10.1_d0e9E4
12501073  1.452527  97.97%   0.573062     97.2%   0.573184     71.7%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
12591547  1.463693  98.72%   0.753716    127.8%   0.753702     94.3%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
12730690  1.466935  98.94%   0.99454     168.7%   1.1093      138.7%  ·CR  cjxl_0.10.1_d0e8E4g3
12760045  1.473723  99.39%   0.685003    116.2%   0.767638     96.0%  ···  cjxl_0.10.1_d0e9g3
12918017  1.477537  99.65%   1.0987      186.3%   1.6162      202.1%  ·CR  cjxl_0.10.1_d0e8E4
12855653  1.482074  99.96%   1.0262      174.0%   1.3427      167.9%  ···  cjxl_0.10.1_d0e8E4g2
12990977  1.482700  98.58%   0.589654     50.9%   0.799556     47.1%  M··  cjxl_0.10.1_d0e9
12968851  1.490952  99.13%   0.665374     57.4%   0.849574     50.0%  ···  cjxl_0.10.1_d0e9g2
13771630  1.492975  99.26%   0.115877     10.0%   0.115873      6.8%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
13188740  1.504049  89.82%   1.1584       53.2%   1.6987       49.0%  MCR  cjxl_0.10.1_d0e8
13384959  1.511589  90.27%   0.3079895    14.1%   0.3079810     8.9%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
13251822  1.524755  91.06%   1.0591       48.7%   1.3891       40.0%  ···  cjxl_0.10.1_d0e8g2
13232277  1.532637  91.53%   1.0221       47.0%   1.1459       33.0%  ···  cjxl_0.10.1_d0e8g3
13732606  1.541062  92.03%   0.303686     14.0%   0.303697      8.8%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
13472159  1.548959  92.50%   0.673186     30.9%   0.672951     19.4%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
13517020  1.561184  93.23%   0.736799     33.8%   0.736410     21.2%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
13758446  1.568271  93.66%   0.3728588    17.1%   0.3728472    10.7%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
13630350  1.568632  93.68%   0.677511     31.1%   0.677141     19.5%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
13722511  1.572994  93.94%   0.3028037    13.9%   0.3027933     8.7%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
14200396  1.608683  96.07%   0.2371571    10.9%   0.2366998     6.8%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
13604292  1.611523  96.24%   1.8502       85.0%   2.1519       62.0%  ·CR  cjxl_0.10.1_d0e7E4g3
13892502  1.620808  96.79%   1.9400       89.1%   2.9840       86.0%  ·CR  cjxl_0.10.1_d0e7E4
13833952  1.632705  97.50%   1.8907       86.9%   2.6310       75.8%  ···  cjxl_0.10.1_d0e7E4g2
14222043  1.654138  98.78%   0.668387     30.7%   0.668176     19.3%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
14259108  1.656786  98.94%   0.626968     28.8%   0.626952     18.1%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
14472546  1.669377  99.69%   0.501614     23.0%   0.501593     14.5%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
14391216  1.673609  99.95%   0.669680     30.8%   0.669923     19.3%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
14310069  1.674489  94.09%   2.1767       91.2%   3.4689       88.5%  MCR  cjxl_0.10.1_d0e7
14583544  1.684952  94.68%   0.577235     24.2%   0.577213     14.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
14189948  1.691244  95.03%   2.0293       85.0%   2.3896       61.0%  ···  cjxl_0.10.1_d0e7g3
14165848  1.692292  95.09%   0.636411     26.7%   0.636511     16.2%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
14357885  1.701282  95.60%   2.0792       87.1%   2.4740       63.1%  ···  cjxl_0.10.1_d0e6E4g3
15919649  1.703060  95.70%   0.230524      9.7%   0.230515      5.9%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
14410453  1.709522  96.06%   2.0752       87.0%   2.9693       75.7%  ···  cjxl_0.10.1_d0e7g2
14629125  1.711380  96.17%   2.1467       90.0%   3.3986       86.7%  ···  cjxl_0.10.1_d0e6E4
14711636  1.727405  97.07%   2.1056       88.2%   2.9968       76.4%  ···  cjxl_0.10.1_d0e6E4g2
15997049  1.753799  98.55%   0.111924      4.7%   0.111914      2.9%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
15880168  1.754459  98.59%   0.7055973    29.6%   0.7055099    18.0%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
15820523  1.762588  99.04%   0.7118056    29.8%   0.7116837    18.2%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
15178263  1.779617  95.34%   2.3861       93.1%   3.9202       90.4%  MCR  cjxl_0.10.1_d0e6
15259050  1.790905  95.94%   2.2963       89.6%   3.7245       85.8%  ···  cjxl_0.10.1_d0e5E4
15057928  1.793716  96.09%   2.1865       85.3%   2.6024       60.0%  ···  cjxl_0.10.1_d0e5E4g3
15117870  1.803943  96.64%   2.3084       90.1%   2.7810       64.1%  ···  cjxl_0.10.1_d0e6g3
15397839  1.818688  97.43%   2.2249       86.8%   3.2357       74.6%  ···  cjxl_0.10.1_d0e5E4g2
16262697  1.824829  97.76%   0.3956399    15.4%   0.3956240     9.1%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
15469400  1.826929  97.87%   2.3456       91.5%   3.4061       78.5%  ···  cjxl_0.10.1_d0e6g2
16277953  1.839077  98.52%   0.2975217    11.6%   0.2972472     6.9%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
15870144  1.866669  69.27%   2.5624       82.4%   4.3389       66.7%  MCR  cjxl_0.10.1_d0e5
16023082  1.926134  71.47%   2.4543       78.9%   2.9652       45.6%  ···  cjxl_0.10.1_d0e5g3
16328691  1.942676  72.09%   2.5045       80.5%   3.7306       57.3%  ···  cjxl_0.10.1_d0e5g2
19123135  2.412078  89.50%   3.1747      102.1%   4.1873       64.4%  ·C·  cjxl_0.10.1_d0e4E4g3
19239524  2.422041  89.87%   2.9368       94.4%   5.0306       77.3%  ··R  cjxl_0.10.1_d0e4E4g2
19488980  2.474025  91.80%   2.5951       83.4%   5.1215       78.7%  ··R  cjxl_0.10.1_d0e4E4
20474083  2.615781  97.06%   3.7639      121.0%   5.0361       77.4%  ·C·  cjxl_0.10.1_d0e4g3
20642974  2.627917  97.51%   3.5389      113.8%   6.206        95.4%  ··R  cjxl_0.10.1_d0e4g2
20945297  2.694948  88.71%   3.1106       36.3%   6.507        23.2%  M·R  cjxl_0.10.1_d0e4
24221950  3.032402  99.82%  10.12        118.3%  18.36         65.5%  ·CR  cjxl_0.10.1_d0e2g3
24216118  3.034017  99.87%   9.604       112.2%  22.88         81.7%  ··R  cjxl_0.10.1_d0e2g2
24238624  3.037929  94.68%   8.560       169.7%  28.02        124.1%  M·R  cjxl_0.10.1_d0e2
23580438  3.193435  99.52%   7.314       145.1%  12.22         54.1%  ···  cjxl_0.10.1_d0e3g3
23627789  3.199043  99.70%   6.5252      129.4%  18.15         80.4%  ···  cjxl_0.10.1_d0e3g2
23719744  3.208782  95.56%   5.0425        8.8%  22.57         33.2%  M··  cjxl_0.10.1_d0e3
25674982  3.357831   ····   57.07         ····   68.1          ····   MCR  cjxl_0.10.1_d0e1

game, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
77  100.00%  1.71  100.00%  104143  0.05  1.00  0.87  all
46   59.74%  1.97   68.84%  139533  0.07  1.00  0.85  3d
 6    7.79%  2.25   10.24%  135930  0.07  1.00  0.80  digital_painting
 4    5.19%  0.97    2.96%   23014  0.03  1.00  0.77  edit
77  100.00%  1.71  100.00%  104143  0.05  1.00  0.87  game
 4    5.19%  2.07    6.30%   93362  0.05  1.01  0.96  glitch
 1    1.30%  2.36    1.80%   59557  0.03  1.00  0.81  panorama
 3    3.90%  1.61    3.67%   22232  0.01  1.00  1.26  pixel_art_scaled
 6    7.79%  0.22    1.00%     694  0.00  1.01  0.93  text
 4    5.19%  0.42    1.27%    1961  0.00  1.06  1.21  ui
 2    2.60%  1.88    2.85%   15981  0.01  1.00  1.02  vector
76   98.70%  1.70   98.20%  104730  0.05  1.00  0.87  visibly_opaque
 1    1.30%  2.36    1.80%   59557  0.03  1.00  0.81  visibly_transparent
72   93.51%  1.75   95.92%  109903  0.06  0.99  0.86  DirectClass_sRGB
 3    3.90%  1.55    3.53%   35272  0.02  1.17  0.90  DirectClass_sRGB_Alpha
 2    2.60%  0.36    0.54%      90  0.00  0.92  1.13  PseudoClass_sRGB
 1    1.30%  2.07    1.57%   19818  0.01  1.00  0.79  source_imagemagick
75   97.40%  1.73   98.23%  106649  0.05  1.00  0.87  source_imagemagick->exiftool
 1    1.30%  0.26    0.20%     532  0.00  1.00  0.46  source_unknown->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e8E4g2  99.24%  439.448%   509.572%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4    98.76%  155.905%   153.517%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4    99.84%  193.363%   209.729%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e4E4g3  99.72%  145.12%    107.35%     cjxl_0.10.1_d0e5

                                           Mpx/s CPU % of denser milestone
                                           |                    Mpx/s real % of denser milestone
                                           |                    |       milestone
                                           |                    |       |Pareto front for bpp and CPU time
                      bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
 79211726  4.1851057  94.04%   0.1090755    79.5%   0.1090547    73.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 79202888  4.1853532  94.05%   0.1108902    80.8%   0.1108790    74.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 79228560  4.1859199  94.06%   0.1089905    79.4%   0.1089805    73.5%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 79218125  4.1860874  94.06%   0.1109770    80.9%   0.1109592    74.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 79244647  4.1867320  94.08%   0.1124446    81.9%   0.1124412    75.8%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 79227890  4.1870800  94.08%   0.1118782    81.5%   0.1118718    75.4%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 79189486  4.1940442  94.24%   0.07383031   53.8%   0.07382764   49.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 79182914  4.1961096  94.29%   0.07109082   51.8%   0.07108830   47.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 79559381  4.2059570  94.51%   0.1087036    79.2%   0.1086683    73.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 79559524  4.2066586  94.52%   0.1106263    80.6%   0.1106198    74.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 79583333  4.2078171  94.55%   0.1106070    80.6%   0.1106039    74.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 79603362  4.2081262  94.56%   0.1081915    78.8%   0.1081883    72.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 79560650  4.2109911  94.62%   0.07297503   53.2%   0.07297255   49.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 79687314  4.2124215  94.65%   0.08622585   62.8%   0.08622373   58.1%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 79679581  4.2135669  94.68%   0.08083477   58.9%   0.08083241   54.5%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 80717202  4.2754330  96.07%   0.06092622   44.4%   0.06092369   41.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 80906602  4.2870473  96.33%   0.390172    284.4%   0.427413    288.2%  ·CR  cjxl_0.10.1_d0e9E4g3
 81101073  4.2979195  96.57%   0.1036201    75.5%   0.1035700    69.8%  ···  cjxl_0.10.1_d0e10E3num_threads0
 81538424  4.3226765  97.13%   0.1264212    92.1%   0.1264182    85.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 81549797  4.3227283  97.13%   0.1225540    89.3%   0.1225519    82.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 81594993  4.3231979  97.14%   0.354971    258.7%   0.443247    298.9%  ··R  cjxl_0.10.1_d0e9E4g2
 81585809  4.3254621  97.19%   0.1264980    92.2%   0.1264620    85.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 81595792  4.3254638  97.19%   0.1232773    89.8%   0.1232754    83.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 82986392  4.4049450  98.98%   0.307592    224.2%   0.428366    288.8%  ···  cjxl_0.10.1_d0e9E4
 83161299  4.4165989  99.24%   0.602978    439.4%   0.755745    509.6%  ·CR  cjxl_0.10.1_d0e8E4g2
 83530915  4.4238911  99.41%   0.06710958   48.9%   0.06710397   45.2%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 83649565  4.4279404  99.50%   0.08748826   63.8%   0.08747946   59.0%  ···  cjxl_0.10.1_d0e10I100num_threads0
 83794111  4.4440636  99.86%   0.606975    442.4%   0.668493    450.7%  ·C·  cjxl_0.10.1_d0e8E4g3
 84034479  4.4503453  97.97%   0.1372125    35.4%   0.1483099    26.6%  M··  cjxl_0.10.1_d0e10
 84096051  4.4519532  98.01%   0.2288134    59.1%   0.2288639    41.0%  ···  cjxl_0.10.1_d0e10g3num_threads0
 84096051  4.4519532  98.01%   0.2236593    57.7%   0.2318593    41.6%  ···  cjxl_0.10.1_d0e10g3
 84421685  4.4862142  98.76%   0.603912    155.9%   0.856325    153.5%  ··R  cjxl_0.10.1_d0e8E4
 84694246  4.4892142  98.83%   0.373496     96.4%   0.373607     67.0%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 84952749  4.5019679  99.11%   0.481652    124.3%   0.481515     86.3%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 84980295  4.5043023  99.16%   0.432059    111.5%   0.554520     99.4%  ···  cjxl_0.10.1_d0e9g2
 84973713  4.5053413  99.18%   0.459754    118.7%   0.508863     91.2%  ···  cjxl_0.10.1_d0e9g3
 85621423  4.5424784  98.71%   0.387360     60.1%   0.557806     60.5%  M··  cjxl_0.10.1_d0e9
 85502810  4.5460980  98.79%   1.35732     210.6%   1.92628     209.0%  ·CR  cjxl_0.10.1_d0e7E4g2
 85709897  4.5506371  98.89%   0.377565     58.6%   0.377556     41.0%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 85808649  4.5538905  98.96%   0.431811     67.0%   0.431544     46.8%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 85892967  4.5580011  99.05%   0.458070     71.1%   0.457811     49.7%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 85889271  4.5592194  99.08%   0.469515     72.8%   0.469420     50.9%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 85887161  4.5645388  99.19%   1.47071     228.2%   1.7800      193.1%  ·C·  cjxl_0.10.1_d0e7E4g3
 86009015  4.5674341  99.26%   0.626565     97.2%   0.791076     85.8%  ···  cjxl_0.10.1_d0e8g2
 86326515  4.5940552  99.84%   1.24640     193.4%   1.93277     209.7%  ··R  cjxl_0.10.1_d0e7E4
 86619402  4.5958248  99.87%   0.632783     98.2%   0.699031     75.9%  ···  cjxl_0.10.1_d0e8g3
 86638310  4.6016391  97.25%   0.644590     44.2%   0.921560     38.9%  M··  cjxl_0.10.1_d0e8
 86984006  4.6103993  97.44%   0.409127     28.1%   0.409110     17.3%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 87011986  4.6129892  97.49%   0.417728     28.7%   0.417539     17.6%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 87892150  4.6697122  98.69%   0.385487     26.4%   0.385468     16.3%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 88034503  4.6828853  98.97%   1.7792      122.0%   2.2339       94.2%  ·CR  cjxl_0.10.1_d0e6E4g3
 88418688  4.6975811  99.28%   0.372821     25.6%   0.372874     15.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 88780582  4.7194063  99.74%   1.56418     107.3%   2.3280       98.2%  ··R  cjxl_0.10.1_d0e7g2
 88971419  4.7317347  93.96%   1.45779      81.9%   2.3709       76.6%  M·R  cjxl_0.10.1_d0e7
 89172257  4.7398315  94.12%   1.69089      95.0%   2.0922       67.6%  ···  cjxl_0.10.1_d0e7g3
 89595703  4.7579477  94.48%   1.66000      93.2%   2.4847       80.2%  ··R  cjxl_0.10.1_d0e6E4g2
 89189765  4.7685321  94.69%   0.414188     23.3%   0.414171     13.4%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 90243347  4.8041910  95.40%   1.51189      84.9%   2.4717       79.8%  ···  cjxl_0.10.1_d0e6E4
 90484780  4.8220089  95.75%   2.0543      115.4%   2.6453       85.4%  ·CR  cjxl_0.10.1_d0e5E4g3
 91154079  4.8513444  96.33%   1.9170      107.7%   3.0467       98.4%  ··R  cjxl_0.10.1_d0e5E4g2
 91532412  4.8786894  96.88%   1.7734       99.6%   3.0962      100.0%  ··R  cjxl_0.10.1_d0e5E4
 93178919  4.9533506  98.36%   2.0678      116.1%   2.6581       85.8%  ·C·  cjxl_0.10.1_d0e6g3
 94777669  5.0324725  99.93%   0.07184849    4.0%   0.07184530    2.3%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 94743845  5.0359336  98.09%   1.7803       83.3%   3.0967       77.1%  M·R  cjxl_0.10.1_d0e6
 95013287  5.0390857  98.15%   1.9366       90.6%   3.0519       76.0%  ···  cjxl_0.10.1_d0e6g2
 95390794  5.1197009  99.72%   3.1014      145.1%   4.3096      107.4%  ·CR  cjxl_0.10.1_d0e4E4g3
 96426507  5.1329302  99.97%   2.3943      112.0%   3.1693       78.9%  ···  cjxl_0.10.1_d0e5g3
 96499374  5.1342450  93.92%   2.1372       68.0%   4.0144       61.1%  M··  cjxl_0.10.1_d0e5
 96136143  5.1570675  94.34%   2.8337       90.1%   4.9802       75.8%  ··R  cjxl_0.10.1_d0e4E4g2
 97120575  5.1613040  94.42%   2.3038       73.3%   3.8335       58.4%  ···  cjxl_0.10.1_d0e5g2
 96188558  5.1653812  94.49%   2.4635       78.4%   4.9008       74.6%  ···  cjxl_0.10.1_d0e4E4
 99813545  5.2234377  95.56%   0.246578      7.8%   0.246572      3.8%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 99858816  5.2275525  95.63%   0.259939      8.3%   0.259933      4.0%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
100386679  5.2588355  96.20%   0.219224      7.0%   0.218857      3.3%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
100502884  5.2626383  96.27%   0.243825      7.8%   0.243834      3.7%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
100761071  5.2816561  96.62%   0.367678     11.7%   0.367669      5.6%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
101144358  5.4250285  99.24%   3.7409      119.0%   5.3078       80.8%  ·CR  cjxl_0.10.1_d0e4g3
101848100  5.4602426  99.89%   3.5494      112.9%   6.4136       97.6%  ··R  cjxl_0.10.1_d0e4g2
101841134  5.4663536  94.38%   3.1440       56.9%   6.5686       26.9%  M·R  cjxl_0.10.1_d0e4
105872934  5.7764589  99.73%   7.7005      139.4%  13.91         57.0%  ·CR  cjxl_0.10.1_d0e3g3
105951043  5.7813532  99.82%   6.5883      119.2%  20.00         81.9%  ··R  cjxl_0.10.1_d0e3g2
106142249  5.7919167  95.59%   5.5256       63.7%  24.41         87.1%  M·R  cjxl_0.10.1_d0e3
112619202  5.9295342  97.86%   0.243709      2.8%   0.243689      0.9%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
114586475  5.9769004  98.64%   0.07170441    0.8%   0.07169616    0.3%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
113262599  6.0569528  99.96%   9.5116      109.6%  23.14         82.5%  ·C·  cjxl_0.10.1_d0e2g2
113379020  6.0583615  99.99%  10.633       122.5%  19.51         69.6%  ·C·  cjxl_0.10.1_d0e2g3
113246493  6.0591733  87.82%   8.6772       19.6%  28.04         53.8%  M·R  cjxl_0.10.1_d0e2
124987829  6.5542513  95.00%   0.276135      0.6%   0.276127      0.5%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
126126909  6.5915420  95.54%   0.369692      0.8%   0.369632      0.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
126200293  6.5982482  95.64%   0.345905      0.8%   0.345851      0.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
125444091  6.6148194  95.88%   0.1984464     0.4%   0.1982240     0.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
125719149  6.8991940   ····   44.37         ····   52.12         ····   MCR  cjxl_0.10.1_d0e1

game (not edit glitch panorama), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
68  100.00%  1.72  100.00%  110205  0.05  1.00  0.87  all
40   58.82%  2.02   69.00%  155057  0.08  1.00  0.85  3d
 6    8.82%  2.25   11.51%  135930  0.07  1.00  0.80  digital_painting
68  100.00%  1.72  100.00%  110205  0.05  1.00  0.87  game
 3    4.41%  1.61    4.12%   22232  0.01  1.00  1.26  pixel_art_scaled
 6    8.82%  0.22    1.13%     694  0.00  1.01  0.93  text
 4    5.88%  0.42    1.43%    1961  0.00  1.06  1.21  ui
 2    2.94%  1.88    3.20%   15981  0.01  1.00  1.02  vector
68  100.00%  1.72  100.00%  110205  0.05  1.00  0.87  visibly_opaque
65   95.59%  1.79   99.20%  115282  0.06  0.99  0.86  DirectClass_sRGB
 1    1.47%  0.22    0.18%     439  0.00  1.52  1.13  DirectClass_sRGB_Alpha
 2    2.94%  0.36    0.61%      90  0.00  0.92  1.13  PseudoClass_sRGB
 1    1.47%  2.07    1.77%   19818  0.01  1.00  0.79  source_imagemagick
66   97.06%  1.74   98.01%  113237  0.06  1.00  0.88  source_imagemagick->exiftool
 1    1.47%  0.26    0.22%     532  0.00  1.00  0.46  source_unknown->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e8E4g2  99.14%  441.899%   501.951%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4    98.76%  156.385%   155.677%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4g2  98.92%  206.425%   207.02%     cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e4E4g3  99.65%  145.19%    111.24%     cjxl_0.10.1_d0e5

                                           Mpx/s CPU % of denser milestone
                                           |                    Mpx/s real % of denser milestone
                                           |                    |       milestone
                                           |                    |       |Pareto front for bpp and CPU time
                      bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
 73339552  4.3442880  94.21%   0.1147786    80.7%   0.1147555    74.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 73355702  4.3451712  94.23%   0.1147127    80.7%   0.1147017    74.7%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 73368850  4.3458936  94.25%   0.1187126    83.5%   0.1187092    77.3%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 73354338  4.3462196  94.26%   0.1167006    82.1%   0.1166883    76.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 73369972  4.3470735  94.27%   0.1167705    82.1%   0.1167509    76.0%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 73378619  4.3480906  94.30%   0.1180851    83.0%   0.1180784    76.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 73320990  4.3546075  94.44%   0.07490674   52.7%   0.07490405   48.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 73340533  4.3587497  94.53%   0.07201275   50.6%   0.07201029   46.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 73691007  4.3683188  94.74%   0.1142149    80.3%   0.1141754    74.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 73752345  4.3683196  94.74%   0.09116639   64.1%   0.09116430   59.3%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 73728666  4.3704233  94.78%   0.1140282    80.2%   0.1140250    74.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 73711897  4.3705754  94.78%   0.1164388    81.9%   0.1164317    75.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 73775567  4.3715145  94.80%   0.08504896   59.8%   0.08504648   55.4%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 73735110  4.3718604  94.81%   0.1163926    81.9%   0.1163896    75.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 73685384  4.3736244  94.85%   0.07400585   52.0%   0.07400348   48.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 74695895  4.4287758  96.05%   0.06317690   44.4%   0.06317419   41.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 74813786  4.4442573  96.38%   0.406090    285.6%   0.440569    286.8%  ·CR  cjxl_0.10.1_d0e9E4g3
 75047696  4.4519074  96.55%   0.1075598    75.6%   0.1075040    70.0%  ···  cjxl_0.10.1_d0e10E3num_threads0
 75355765  4.4692303  96.92%   0.1290649    90.8%   0.1290629    84.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 75366515  4.4704104  96.95%   0.1331888    93.7%   0.1331856    86.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 75380156  4.4707286  96.96%   0.1297742    91.3%   0.1297727    84.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 75392296  4.4719655  96.98%   0.1331679    93.6%   0.1331282    86.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 75426000  4.4774508  97.10%   0.370973    260.9%   0.451025    293.6%  ··R  cjxl_0.10.1_d0e9E4g2
 76679129  4.5549968  98.78%   0.317192    223.1%   0.421122    274.1%  ···  cjxl_0.10.1_d0e9E4
 76859771  4.5715993  99.14%   0.628383    441.9%   0.771106    502.0%  ·CR  cjxl_0.10.1_d0e8E4g2
 77233508  4.5786464  99.30%   0.06902531   48.5%   0.06901921   44.9%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 77410329  4.5878123  99.50%   0.09067019   63.8%   0.09066048   59.0%  ···  cjxl_0.10.1_d0e10I100num_threads0
 77470054  4.6043642  99.85%   0.630299    443.2%   0.687433    447.5%  ·C·  cjxl_0.10.1_d0e8E4g3
 77766793  4.6110802  98.14%   0.1422007    35.6%   0.1536218    28.0%  M··  cjxl_0.10.1_d0e10
 77847838  4.6174213  98.28%   0.2386081    59.7%   0.2386654    43.5%  ···  cjxl_0.10.1_d0e10g3num_threads0
 77847838  4.6174213  98.28%   0.2328769    58.3%   0.2412440    43.9%  ···  cjxl_0.10.1_d0e10g3
 78017862  4.6403046  98.76%   0.624835    156.4%   0.854877    155.7%  ··R  cjxl_0.10.1_d0e8E4
 78302510  4.6498024  98.97%   0.387223     96.9%   0.387350     70.5%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 78536552  4.6625165  99.24%   0.449218    112.4%   0.560765    102.1%  ···  cjxl_0.10.1_d0e9g2
 78537619  4.6626223  99.24%   0.500851    125.4%   0.500698     91.2%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 78550385  4.6658548  99.31%   0.475186    118.9%   0.519945     94.7%  ···  cjxl_0.10.1_d0e9g3
 79117432  4.6983984  98.73%   0.399549     59.9%   0.549136     59.9%  M··  cjxl_0.10.1_d0e9
 79030798  4.7073759  98.92%   1.37585     206.4%   1.8966      207.0%  ·CR  cjxl_0.10.1_d0e7E4g2
 79322713  4.7141110  99.06%   0.451639     67.8%   0.451336     49.3%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 79345861  4.7172818  99.13%   0.391284     58.7%   0.391274     42.7%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 79390456  4.7200175  99.19%   0.483876     72.6%   0.483769     52.8%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 79417491  4.7203513  99.19%   0.472571     70.9%   0.472279     51.5%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 79459998  4.7242848  99.28%   0.651627     97.8%   0.804984     87.9%  ···  cjxl_0.10.1_d0e8g2
 79434156  4.7316555  99.43%   1.48281     222.5%   1.7794      194.2%  ·C·  cjxl_0.10.1_d0e7E4g3
 79772589  4.7521375  99.86%   1.27135     190.7%   1.8845      205.7%  ···  cjxl_0.10.1_d0e7E4
 80041921  4.7565499  99.95%   0.655926     98.4%   0.717198     78.3%  ···  cjxl_0.10.1_d0e8g3
 80047789  4.7587565  97.25%   0.666515     45.0%   0.916157     39.7%  M··  cjxl_0.10.1_d0e8
 80300606  4.7658822  97.40%   0.424891     28.7%   0.424874     18.4%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 80347688  4.7699006  97.48%   0.435902     29.4%   0.435690     18.9%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 81119941  4.8261739  98.63%   0.391697     26.4%   0.391682     17.0%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 81322565  4.8467851  99.05%   1.7906      120.9%   2.2319       96.8%  ·CR  cjxl_0.10.1_d0e6E4g3
 81593652  4.8542794  99.20%   0.378637     25.6%   0.378701     16.4%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 82035368  4.8839548  99.81%   1.57837     106.5%   2.2749       98.6%  ··R  cjxl_0.10.1_d0e7g2
 82191063  4.8932294  94.06%   1.48154      82.2%   2.3062       76.9%  M·R  cjxl_0.10.1_d0e7
 82448142  4.9092050  94.36%   1.6977       94.2%   2.0804       69.4%  ···  cjxl_0.10.1_d0e7g3
 82090442  4.9168305  94.51%   0.429461     23.8%   0.429444     14.3%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 82733659  4.9210460  94.59%   1.6786       93.2%   2.4356       81.2%  ··R  cjxl_0.10.1_d0e6E4g2
 83275661  4.9591681  95.32%   1.53418      85.2%   2.3927       79.8%  ···  cjxl_0.10.1_d0e6E4
 83528653  4.9827827  95.78%   2.0741      115.1%   2.6464       88.2%  ·CR  cjxl_0.10.1_d0e5E4g3
 84095693  5.0091441  96.29%   1.9418      107.8%   2.9960       99.9%  ··R  cjxl_0.10.1_d0e5E4g2
 84421642  5.0319794  96.72%   1.7948       99.6%   2.9996      100.0%  ··R  cjxl_0.10.1_d0e5E4
 86154879  5.1286477  98.58%   2.0802      115.5%   2.6478       88.3%  ·C·  cjxl_0.10.1_d0e6g3
 87265670  5.1876472  99.72%   0.07321224    4.1%   0.07320948    2.4%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 87474508  5.2023839  98.16%   1.8016       83.2%   2.9997       77.0%  M·R  cjxl_0.10.1_d0e6
 87804329  5.2149412  98.40%   1.9481       90.0%   2.9803       76.5%  ···  cjxl_0.10.1_d0e6g2
 87843367  5.2813580  99.65%   3.1423      145.2%   4.3360      111.2%  ·CR  cjxl_0.10.1_d0e4E4g3
 89054959  5.2999377  94.18%   2.1642       67.7%   3.8977       60.0%  M··  cjxl_0.10.1_d0e5
 89079429  5.3054749  94.28%   2.4164       75.6%   3.1692       48.8%  ···  cjxl_0.10.1_d0e5g3
 88466449  5.3166744  94.48%   2.8773       90.0%   4.9466       76.2%  ··R  cjxl_0.10.1_d0e4E4g2
 88492613  5.3231851  94.59%   2.5159       78.7%   4.8289       74.3%  ···  cjxl_0.10.1_d0e4E4
 89675174  5.3326890  94.76%   2.3316       72.9%   3.7865       58.3%  ···  cjxl_0.10.1_d0e5g2
 92137017  5.3897699  95.78%   0.254290      8.0%   0.254285      3.9%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 92125989  5.3913017  95.81%   0.264361      8.3%   0.264355      4.1%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 92725149  5.4263380  96.43%   0.253555      7.9%   0.253567      3.9%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
 92687857  5.4265261  96.43%   0.225290      7.0%   0.224877      3.5%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 93077981  5.4548180  96.93%   0.377568     11.8%   0.377560      5.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 93105078  5.5919177  99.37%   3.7748      118.0%   5.3253       82.0%  ·CR  cjxl_0.10.1_d0e4g3
 93642435  5.6223475  99.91%   3.6071      112.8%   6.3836       98.3%  ··R  cjxl_0.10.1_d0e4g2
 93621791  5.6273550  94.81%   3.1982       57.0%   6.4948       26.8%  M·R  cjxl_0.10.1_d0e4
 96678112  5.9184075  99.72%   7.7132      137.4%  13.93         57.4%  ·CR  cjxl_0.10.1_d0e3g3
 96757540  5.9238757  99.81%   6.6337      118.1%  19.92         82.1%  ··R  cjxl_0.10.1_d0e3g2
 96943040  5.9352512  95.21%   5.6150       65.0%  24.26         88.1%  M·R  cjxl_0.10.1_d0e3
103456575  6.0888192  97.68%   0.240728      2.8%   0.240710      0.9%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
106498684  6.2209372  99.80%   0.07275542    0.8%   0.07274621    0.3%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
104203046  6.2289990  99.93%  10.643       123.2%  19.42         70.5%  ·C·  cjxl_0.10.1_d0e2g3
104131228  6.2295673  99.93%   9.5045      110.0%  22.82         82.9%  ···  cjxl_0.10.1_d0e2g2
104149747  6.2336581  87.74%   8.6388       19.6%  27.53         53.4%  M·R  cjxl_0.10.1_d0e2
115564294  6.7770309  95.39%   0.288556      0.7%   0.288549      0.6%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
116521986  6.8119452  95.88%   0.378248      0.9%   0.378180      0.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
116536857  6.8159551  95.93%   0.353034      0.8%   0.352980      0.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
116055916  6.8493631  96.40%   0.2005701     0.5%   0.2003192     0.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
115536348  7.1048660   ····   44.15         ····   51.55         ····   MCR  cjxl_0.10.1_d0e1

game (not 3d edit glitch panorama), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
28  100.00%  1.30  100.00%   46132  0.02  1.00  0.89  all
 6   21.43%  2.25   37.11%  135930  0.07  1.00  0.80  digital_painting
28  100.00%  1.30  100.00%   46132  0.02  1.00  0.89  game
 3   10.71%  1.61   13.30%   22232  0.01  1.00  1.26  pixel_art_scaled
 6   21.43%  0.22    3.64%     694  0.00  1.01  0.93  text
 4   14.29%  0.42    4.60%    1961  0.00  1.06  1.21  ui
 2    7.14%  1.88   10.33%   15981  0.01  1.00  1.02  vector
28  100.00%  1.30  100.00%   46132  0.02  1.00  0.89  visibly_opaque
25   89.29%  1.42   97.43%   51643  0.03  0.98  0.87  DirectClass_sRGB
 1    3.57%  0.22    0.59%     439  0.00  1.52  1.13  DirectClass_sRGB_Alpha
 2    7.14%  0.36    1.97%      90  0.00  0.92  1.13  PseudoClass_sRGB
27   96.43%  1.34   99.28%   47821  0.02  1.00  0.91  source_imagemagick->exiftool
 1    3.57%  0.26    0.72%     532  0.00  1.00  0.46  source_unknown->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4g2  99.55%  284.087%   328.885%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4g2  97.72%  174.72%    155.59%     cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2      96.80%  145.7%     115.8%      cjxl_0.10.1_d0e3

                                         Mpx/s CPU % of denser milestone
                                         |                   Mpx/s real % of denser milestone
                                         |                   |       milestone
                                         |                   |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
11197894  1.7659907  90.48%   0.213031    95.7%   0.212978    89.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
11201862  1.7663834  90.50%   0.222180    99.8%   0.222177    92.9%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
11201675  1.7663991  90.51%   0.212962    95.7%   0.212939    89.1%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
11202182  1.7692341  90.65%   0.217569    97.7%   0.217544    91.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11205447  1.7695715  90.67%   0.217827    97.8%   0.217782    91.1%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11202183  1.7704165  90.71%   0.220456    99.0%   0.220444    92.2%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11350527  1.7970137  92.07%   0.211801    95.1%   0.211710    88.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
11368238  1.7993415  92.19%   0.211490    95.0%   0.211488    88.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
11239444  1.7993459  92.19%   0.116398    52.3%   0.116396    48.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
11359984  1.8009212  92.27%   0.216994    97.5%   0.216981    90.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11363249  1.8012585  92.29%   0.217077    97.5%   0.217073    90.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11247146  1.8077744  92.63%   0.109221    49.1%   0.109219    45.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11388490  1.8158781  93.04%   0.114613    51.5%   0.114610    47.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11566250  1.8170897  93.10%   0.161856    72.7%   0.161855    67.7%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
11567115  1.8217710  93.34%   0.146866    66.0%   0.146864    61.4%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11613530  1.8461210  94.59%   0.240325   107.9%   0.240324   100.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11611457  1.8472224  94.65%   0.250283   112.4%   0.250280   104.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11625229  1.8480109  94.69%   0.242158   108.8%   0.242158   101.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11624546  1.8492502  94.75%   0.250346   112.4%   0.250254   104.7%  ·C·  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11830621  1.8668130  95.65%   0.0970230   43.6%   0.0970204   40.6%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
11765401  1.8823449  96.45%   0.709901   318.9%   0.772433   323.0%  ·CR  cjxl_0.10.1_d0e9E4g3
11921382  1.8863401  96.65%   0.169071    75.9%   0.168942    70.7%  ···  cjxl_0.10.1_d0e10E3num_threads0
12047566  1.9194634  98.35%   0.433115   194.5%   0.433261   181.2%  ···  cjxl_0.10.1_d0e10g3num_threads0
12047566  1.9194634  98.35%   0.419621   188.5%   0.434224   181.6%  ···  cjxl_0.10.1_d0e10g3
12244807  1.9331752  99.05%   0.137883    61.9%   0.137866    57.7%  ···  cjxl_0.10.1_d0e10I100num_threads0
12238885  1.9428296  99.55%   0.632502   284.1%   0.786393   328.9%  ··R  cjxl_0.10.1_d0e9E4g2
12330892  1.9517051  94.30%   0.222644    35.4%   0.239109    26.9%  M··  cjxl_0.10.1_d0e10
12556152  1.9635450  94.87%   0.106502    16.9%   0.106491    12.0%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
12282240  1.9666212  95.02%   0.901477   143.3%   0.901122   101.4%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
12306948  1.9711456  95.24%   0.683638   108.7%   0.683963    77.0%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
12393219  1.9862822  95.97%   1.1092     176.4%   1.2167     137.0%  ·CR  cjxl_0.10.1_d0e8E4g3
12397386  1.9879053  96.05%   0.813220   129.3%   0.88949    100.1%  ···  cjxl_0.10.1_d0e9g3
12292594  1.9890276  96.10%   0.855790   136.1%   0.855553    96.3%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
12344443  1.9932629  96.30%   0.832104   132.3%   0.831420    93.6%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
12657028  2.0119310  97.21%   0.498318    79.2%   0.687088    77.3%  ···  cjxl_0.10.1_d0e9E4
12618197  2.0226023  97.72%   1.0989     174.7%   1.3822     155.6%  ··R  cjxl_0.10.1_d0e8E4g2
12615768  2.0287246  98.02%   0.790217   125.6%   0.789504    88.9%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
12742777  2.0287246  98.02%   0.755432   120.1%   0.96184    108.3%  ···  cjxl_0.10.1_d0e9g2
12616450  2.0333126  98.24%   0.640713   101.9%   0.640708    72.1%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
12660668  2.0354983  98.35%   1.1410     181.4%   1.2551     141.3%  ·C·  cjxl_0.10.1_d0e8g3
13012837  2.0697457  97.49%   0.628941    56.3%   0.88835     55.5%  M··  cjxl_0.10.1_d0e9
13008796  2.0810415  98.02%   1.0560      94.5%   1.5089      94.3%  ··R  cjxl_0.10.1_d0e8E4
12999655  2.0853341  98.22%   1.1237     100.6%   1.4251      89.0%  ···  cjxl_0.10.1_d0e8g2
13281806  2.1108686  99.43%   0.720756    64.5%   0.720746    45.0%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
13338565  2.1219561  99.95%   0.749334    67.1%   0.748838    46.8%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
13268864  2.1230367  92.22%   1.1169      49.8%   1.6009      44.8%  M·R  cjxl_0.10.1_d0e8
13290346  2.1443850  93.15%   0.639085    28.5%   0.639076    17.9%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
13392027  2.1597447  93.82%   0.608228    27.1%   0.608405    17.0%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
14730565  2.1702823  94.28%   0.381167    17.0%   0.381165    10.7%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
14712233  2.1729959  94.39%   0.403852    18.0%   0.403849    11.3%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
14792548  2.1993410  95.54%   0.522428    23.3%   0.522425    14.6%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
15005564  2.2150639  96.22%   0.371249    16.5%   0.371296    10.4%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
14992878  2.2189027  96.39%   0.306070    13.6%   0.305085     8.5%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
13904287  2.2280758  96.79%   2.1024      93.7%   2.9447      82.5%  ·CR  cjxl_0.10.1_d0e7E4g2
13880470  2.2283369  96.80%   2.1334      95.0%   2.5533      71.5%  ·C·  cjxl_0.10.1_d0e7E4g3
14309742  2.2385366  97.24%   0.109672     4.9%   0.109670     3.1%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
14001195  2.2461502  97.57%   1.9875      88.5%   3.0365      85.1%  ··R  cjxl_0.10.1_d0e7E4
13794198  2.2931415  99.61%   0.751568    33.5%   0.751552    21.1%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
14352468  2.3020625  93.46%   2.2449      89.6%   3.5701      84.6%  MCR  cjxl_0.10.1_d0e7
14408136  2.3095883  93.77%   2.2785      90.9%   3.3159      78.6%  ·C·  cjxl_0.10.1_d0e7g2
14430859  2.3171352  94.07%   2.3232      92.7%   2.8294      67.0%  ·C·  cjxl_0.10.1_d0e7g3
14454472  2.3232580  94.32%   2.4075      96.1%   2.9907      70.9%  ·C·  cjxl_0.10.1_d0e6E4g3
14869061  2.3653830  96.03%   2.3799      95.0%   3.4699      82.2%  ···  cjxl_0.10.1_d0e6E4g2
14858044  2.3770057  96.51%   2.2725      90.7%   3.6240      85.9%  ··R  cjxl_0.10.1_d0e6E4
15210367  2.4413813  99.12%   2.6458     105.6%   3.3336      79.0%  ·C·  cjxl_0.10.1_d0e6g3
15164344  2.4431925  99.19%   2.5912     103.4%   3.2755      77.6%  ···  cjxl_0.10.1_d0e5E4g3
15262140  2.4500918  99.47%   2.4695      98.5%   4.1705      98.8%  ··R  cjxl_0.10.1_d0e5E4
15358741  2.4557975  99.70%   2.5200     100.6%   3.8796      91.9%  ···  cjxl_0.10.1_d0e5E4g2
15428279  2.4630781  96.53%   2.5060      90.7%   4.220       86.5%  M·R  cjxl_0.10.1_d0e6
15660110  2.4839058  97.35%   2.5631      92.8%   3.8906      79.7%  ···  cjxl_0.10.1_d0e6g2
15942858  2.5515990  85.82%   2.7627      72.0%   4.879       61.4%  MCR  cjxl_0.10.1_d0e5
17478522  2.5803573  86.78%   0.279981     7.3%   0.279958     3.5%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
17886426  2.5844685  86.92%   0.111265     2.9%   0.111247     1.4%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
16140805  2.5906944  87.13%   2.8470      74.2%   3.6873      46.4%  ·C·  cjxl_0.10.1_d0e5g3
16326035  2.6000878  87.45%   2.8267      73.6%   4.489       56.5%  ···  cjxl_0.10.1_d0e5g2
17998836  2.6307913  88.48%   0.666737    17.4%   0.666583     8.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
18025150  2.6421057  88.86%   0.609072    15.9%   0.608955     7.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
17996068  2.6753480  89.98%   0.508818    13.3%   0.508816     6.4%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
16506641  2.7566861  92.71%   3.9350     102.5%   5.418       68.2%  ·CR  cjxl_0.10.1_d0e4E4g3
16754680  2.7904986  93.85%   3.7335      97.3%   6.370       80.2%  ··R  cjxl_0.10.1_d0e4E4g2
16793391  2.8074477  94.42%   3.3617      87.6%   6.624       83.4%  ··R  cjxl_0.10.1_d0e4E4
18292504  2.8242828  94.99%   0.296447     7.7%   0.295849     3.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
17538579  2.9220748  98.28%   4.4049     114.8%   6.148       77.4%  ·C·  cjxl_0.10.1_d0e4g3
17800722  2.9581301  99.49%   4.2088     109.6%   7.377       92.8%  ··R  cjxl_0.10.1_d0e4g2
17802239  2.9733006  88.76%   3.8385      43.3%   7.946       30.9%  M·R  cjxl_0.10.1_d0e4
20532790  3.3470745  99.92%   9.505      107.2%  21.51        83.5%  ·CR  cjxl_0.10.1_d0e2g2
20628601  3.3490947  99.98%  10.13       114.3%  18.44        71.6%  ·C·  cjxl_0.10.1_d0e2g3
20501072  3.3499139  96.80%   8.866      145.7%  25.75       115.8%  M·R  cjxl_0.10.1_d0e2
19211682  3.4439947  99.52%   7.875      129.5%  13.49        60.6%  ···  cjxl_0.10.1_d0e3g3
19233048  3.4490780  99.67%   7.173      117.9%  18.65        83.8%  ···  cjxl_0.10.1_d0e3g2
19304362  3.4606422  78.19%   6.084       12.1%  22.24        37.3%  M··  cjxl_0.10.1_d0e3
24540246  4.4259981   ····   50.3         ····   59.6         ····   MCR  cjxl_0.10.1_d0e1

texture, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone          speed real
|                   size    speed CPU  |        compared to
cjxl_0.10.1_d0e9E4  99.80%  223.73%    239.89%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4  99.71%  241.03%    264.35%  cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e5E4  99.53%  103.03%    101.9%   cjxl_0.10.1_d0e6

                                        Mpx/s CPU % of denser milestone
                                        |                   Mpx/s real % of denser milestone
                                        |                   |       milestone
                                        |                   |       |Pareto front for bpp and CPU time
                    bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
14109216  6.254092  95.04%   0.0615712   45.1%   0.0615651   42.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14109562  6.254522  95.05%   0.0608076   44.6%   0.0608024   41.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
14109702  6.254584  95.05%   0.0602717   44.2%   0.0602675   41.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14362687  6.401493  97.28%   0.0795241   58.3%   0.0795154   54.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14362687  6.401493  97.28%   0.0795188   58.3%   0.0795118   54.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14362827  6.401556  97.28%   0.0769275   56.4%   0.0769176   52.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14362827  6.401556  97.28%   0.0769013   56.4%   0.0768982   52.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14363212  6.401919  97.29%   0.0795470   58.3%   0.0795396   54.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14363212  6.401919  97.29%   0.0794385   58.2%   0.0794272   54.5%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14363352  6.401982  97.29%   0.0769501   56.4%   0.0769433   52.8%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
14363352  6.401982  97.29%   0.0769474   56.4%   0.0769618   52.8%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14363525  6.402244  97.30%   0.0779025   57.1%   0.0778970   53.5%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
14363560  6.402260  97.30%   0.0805388   59.0%   0.0805311   55.3%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14375234  6.403268  97.31%   0.0668677   49.0%   0.0668596   45.9%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
14375374  6.403330  97.31%   0.0661389   48.5%   0.0661316   45.4%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
14468221  6.441735  97.90%   0.0694507   50.9%   0.0694395   47.7%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
14523096  6.469880  98.32%   0.104220    76.4%   0.104201    71.5%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
14659236  6.539276  99.38%   0.28438    208.4%   0.28887    198.3%  ·CR  cjxl_0.10.1_d0e9E4g3
14670881  6.540583  99.40%   0.27588    202.2%   0.29027    199.3%  ··R  cjxl_0.10.1_d0e9E4g2
14717856  6.553347  99.59%   0.0975535   71.5%   0.0975493   67.0%  ···  cjxl_0.10.1_d0e10I100num_threads0
14734474  6.566817  99.80%   0.30524    223.7%   0.34938    239.9%  ·CR  cjxl_0.10.1_d0e9E4
14770402  6.580216  98.76%   0.136432    37.3%   0.145643    33.8%  M··  cjxl_0.10.1_d0e10
14826335  6.587396  98.87%   0.0738825   20.2%   0.0738765   17.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
14796524  6.600293  99.06%   0.27114     74.2%   0.27111     62.9%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
14900041  6.647293  99.77%   0.33102     90.6%   0.33685     78.1%  ·C·  cjxl_0.10.1_d0e9g3
14910022  6.648413  99.78%   0.32535     89.1%   0.34482     80.0%  ···  cjxl_0.10.1_d0e9g2
14913005  6.649949  99.81%   0.137561    37.7%   0.137540    31.9%  ···  cjxl_0.10.1_d0e10g3num_threads0
14913005  6.649949  99.81%   0.135737    37.2%   0.137397    31.9%  ···  cjxl_0.10.1_d0e10g3
14940952  6.656909  99.91%   0.34856     95.4%   0.34851     80.8%  ·C·  cjxl_0.10.1_d0e10P5I100g3num_threads0
14948687  6.662763  96.78%   0.36530     70.2%   0.43113     69.7%  MCR  cjxl_0.10.1_d0e9
15065895  6.719120  97.60%   0.35682     68.6%   0.35679     57.7%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
15065949  6.719144  97.60%   0.37868     72.8%   0.37866     61.2%  ·C·  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
15078624  6.720548  97.62%   0.34453     66.2%   0.34447     55.7%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
15078678  6.720573  97.62%   0.35791     68.8%   0.35785     57.8%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
15110624  6.724662  97.68%   0.36039     69.3%   0.36015     58.2%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
15110663  6.724680  97.68%   0.34717     66.7%   0.34707     56.1%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
15100469  6.731052  97.77%   0.41487     79.7%   0.42410     68.5%  ·C·  cjxl_0.10.1_d0e8E4g3
15107888  6.731884  97.78%   0.41431     79.6%   0.43976     71.1%  ··R  cjxl_0.10.1_d0e8E4g2
15228975  6.781233  98.50%   0.49456     95.0%   0.58120     93.9%  ·CR  cjxl_0.10.1_d0e8E4
15223393  6.783199  98.53%   0.35224     67.7%   0.35211     56.9%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
15285942  6.809005  98.90%   1.2252     235.5%   1.2987     209.9%  ·CR  cjxl_0.10.1_d0e7E4g3
15296658  6.810208  98.92%   1.2100     232.5%   1.3205     213.4%  ··R  cjxl_0.10.1_d0e7E4g2
15318473  6.820106  99.07%   0.35060     67.4%   0.35063     56.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
15369958  6.847220  99.46%   0.43706     84.0%   0.44724     72.3%  ···  cjxl_0.10.1_d0e8g3
15377225  6.848036  99.47%   0.43443     83.5%   0.46189     74.6%  ···  cjxl_0.10.1_d0e8g2
15422036  6.864453  99.71%   1.2542     241.0%   1.6358     264.3%  ·CR  cjxl_0.10.1_d0e7E4
15466807  6.884440  98.86%   0.52036     35.5%   0.61882     31.2%  M··  cjxl_0.10.1_d0e8
15473894  6.904407  99.15%   0.32494     22.2%   0.32493     16.4%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
15543257  6.921325  99.39%   1.4163      96.7%   1.5097      76.1%  ·C·  cjxl_0.10.1_d0e7g3
15553181  6.922439  99.41%   1.4171      96.7%   1.5503      78.1%  ·C·  cjxl_0.10.1_d0e7g2
15651699  6.963782  95.40%   1.4648      81.7%   1.9839      77.6%  MCR  cjxl_0.10.1_d0e7
15901549  7.009807  96.04%   0.0768399    4.3%   0.0768115    3.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
15901549  7.009807  96.04%   0.0764692    4.3%   0.0764651    3.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
15902421  7.010199  96.04%   0.0741380    4.1%   0.0741271    2.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
15902421  7.010199  96.04%   0.0739042    4.1%   0.0738931    2.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
16017573  7.101904  97.30%   1.5080      84.1%   1.6246      63.6%  ·C·  cjxl_0.10.1_d0e6E4g3
16025934  7.102843  97.31%   1.4969      83.5%   1.6426      64.3%  ···  cjxl_0.10.1_d0e6E4g2
16146936  7.156704  98.05%   1.5167      84.6%   2.0502      80.2%  ·CR  cjxl_0.10.1_d0e6E4
16243512  7.166337  98.18%   0.0729318    4.1%   0.0729247    2.9%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
16281802  7.225109  98.98%   1.8818     105.0%   2.0449      80.0%  ·C·  cjxl_0.10.1_d0e5E4g3
16288537  7.225864  99.00%   1.8949     105.7%   2.0993      82.1%  ·CR  cjxl_0.10.1_d0e5E4g2
16393762  7.258617  99.44%   1.7599      98.2%   1.9077      74.6%  ···  cjxl_0.10.1_d0e6g3
16399709  7.259284  99.45%   1.7658      98.5%   1.9474      76.2%  ···  cjxl_0.10.1_d0e6g2
16383668  7.265036  99.53%   1.8469     103.0%   2.606      101.9%  ··R  cjxl_0.10.1_d0e5E4
16495912  7.299216  98.18%   1.7926      82.0%   2.556       78.2%  M··  cjxl_0.10.1_d0e6
16720885  7.407024  99.63%   2.228      102.0%   2.448       74.9%  ·C·  cjxl_0.10.1_d0e5g3
16724535  7.407434  99.64%   2.211      101.2%   2.473       75.7%  ···  cjxl_0.10.1_d0e5g2
16708747  7.415205  99.74%   2.649      121.2%   3.027       92.6%  ·CR  cjxl_0.10.1_d0e4E4g3
16713116  7.415695  99.75%   2.645      121.1%   3.135       95.9%  ··R  cjxl_0.10.1_d0e4E4g2
16792406  7.434566  97.67%   2.185       71.2%   3.268       63.2%  M·R  cjxl_0.10.1_d0e5
16777899  7.443271  97.79%   2.541       82.8%   4.008       77.6%  ··R  cjxl_0.10.1_d0e4E4
17130287  7.591578  99.74%   3.282      106.9%   3.840       74.3%  ·C·  cjxl_0.10.1_d0e4g3
17134076  7.592003  99.74%   3.244      105.7%   3.913       75.7%  ···  cjxl_0.10.1_d0e4g2
17174948  7.611677  97.29%   3.069       57.4%   5.167       41.6%  M·R  cjxl_0.10.1_d0e4
17629721  7.811860  99.85%   6.021      112.6%   8.403       67.7%  ·CR  cjxl_0.10.1_d0e3g3
17632989  7.812227  99.86%   5.894      110.2%   8.829       71.2%  ··R  cjxl_0.10.1_d0e3g2
17659351  7.823346  93.63%   5.350       69.9%  12.41        77.4%  M·R  cjxl_0.10.1_d0e3
18918608  8.349899  99.94%   7.777      101.6%  11.74        73.2%  ·C·  cjxl_0.10.1_d0e2g3
18919991  8.350054  99.94%   7.706      100.7%  10.76        67.1%  ···  cjxl_0.10.1_d0e2g2
18932196  8.355242  91.94%   7.654       26.2%  16.03        45.9%  M·R  cjxl_0.10.1_d0e2
18713890  8.397958  92.41%   0.289749     1.0%   0.289631     0.8%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
18714020  8.398016  92.41%   0.277000     0.9%   0.276838     0.8%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
18728555  8.399603  92.43%   0.270746     0.9%   0.270670     0.8%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
18728685  8.399661  92.43%   0.264882     0.9%   0.264690     0.8%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
19052336  8.552732  94.11%   0.44088      1.5%   0.44037      1.3%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
20431652  9.074609  99.85%   0.34470      1.2%   0.34460      1.0%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
20527444  9.088007   ····   29.2         ····   34.9         ····   MCR  cjxl_0.10.1_d0e1
21987925  9.833803   ····    0.43732     ····    0.43725     ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
22162042  9.913479   ····    0.222464    ····    0.222433    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
22271035  9.947983   ····    0.0695832   ····    0.0695753   ····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
22375058  9.970276   ····    0.76223     ····    0.76243     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
22375221  9.970349   ····    0.79098     ····    0.79113     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0

texture (not normal), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone          speed real
|                   size    speed CPU  |        compared to
cjxl_0.10.1_d0e9E4  99.32%  218.15%    233.99%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4  99.28%  235.5%     250.9%   cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e5E4  99.72%  104.3%     103.7%   cjxl_0.10.1_d0e6

                                        Mpx/s CPU % of denser milestone
                                        |                   Mpx/s real % of denser milestone
                                        |                   |       milestone
                                        |                   |       |Pareto front for bpp and CPU time
                    bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean)|       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
 7087733  6.210746  94.85%   0.0633536   45.1%   0.0633481   42.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 7088904  6.211858  94.86%   0.0611607   43.6%   0.0611571   40.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 7088904  6.211858  94.86%   0.0605528   43.1%   0.0605491   40.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 7240064  6.379504  97.42%   0.0923488   65.8%   0.0923437   61.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 7240064  6.379504  97.42%   0.0922879   65.8%   0.0922855   61.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 7240064  6.379504  97.42%   0.0875826   62.4%   0.0875736   58.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 7240064  6.379504  97.42%   0.0874691   62.3%   0.0874649   58.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 7241274  6.380482  97.44%   0.0921828   65.7%   0.0921701   61.2%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 7241274  6.380482  97.44%   0.0920229   65.6%   0.0920067   61.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 7241274  6.380482  97.44%   0.0874108   62.3%   0.0874426   58.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 7241274  6.380482  97.44%   0.0874002   62.3%   0.0873931   58.0%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 7241310  6.380565  97.44%   0.0929997   66.3%   0.0929939   61.7%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 7241310  6.380565  97.44%   0.0881505   62.8%   0.0881446   58.5%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
 7245114  6.381343  97.45%   0.0728285   51.9%   0.0728159   48.3%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 7245114  6.381343  97.45%   0.0715605   51.0%   0.0715548   47.5%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 7269528  6.399740  97.73%   0.0729265   52.0%   0.0729065   48.4%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 7298922  6.429085  98.18%   0.108922    77.6%   0.108903    72.3%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
 7353135  6.483786  99.02%   0.29765    212.1%   0.30343    201.3%  ·CR  cjxl_0.10.1_d0e9E4g3
 7356603  6.484564  99.03%   0.28835    205.5%   0.30723    203.9%  ··R  cjxl_0.10.1_d0e9E4g2
 7380315  6.503656  99.32%   0.30614    218.2%   0.35264    234.0%  ·CR  cjxl_0.10.1_d0e9E4
 7406602  6.520393  99.57%   0.101577    72.4%   0.101570    67.4%  ···  cjxl_0.10.1_d0e10I100num_threads0
 7428199  6.534412  99.79%   0.0754463   53.8%   0.0754397   50.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 7435042  6.548229  99.11%   0.14033     38.6%   0.15071     34.9%  M··  cjxl_0.10.1_d0e10
 7434518  6.555630  99.22%   0.28329     78.0%   0.28325     65.6%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 7485401  6.590859  99.76%   0.36771    101.3%   0.36770     85.1%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
 7479828  6.595795  99.83%   0.34352     94.6%   0.35078     81.2%  ···  cjxl_0.10.1_d0e9g3
 7483225  6.596558  99.84%   0.33653     92.7%   0.36084     83.5%  ···  cjxl_0.10.1_d0e9g2
 7499032  6.606921  97.81%   0.36314     70.3%   0.43189     69.3%  M·R  cjxl_0.10.1_d0e9
 7509106  6.617702  97.97%   0.148776    28.8%   0.148764    23.9%  ···  cjxl_0.10.1_d0e10g3num_threads0
 7509106  6.617702  97.97%   0.146192    28.3%   0.148693    23.9%  ···  cjxl_0.10.1_d0e10g3
 7529009  6.621586  98.03%   0.39098     75.7%   0.39055     62.7%  ·C·  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 7529009  6.621586  98.03%   0.36810     71.3%   0.36798     59.1%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 7514882  6.622790  98.05%   0.42553     82.4%   0.43658     70.1%  ·CR  cjxl_0.10.1_d0e8E4g3
 7516739  6.623207  98.05%   0.42426     82.1%   0.45385     72.9%  ··R  cjxl_0.10.1_d0e8E4g2
 7530545  6.634986  98.23%   0.42056     81.4%   0.42048     67.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 7530545  6.634986  98.23%   0.38267     74.1%   0.38261     61.4%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 7536708  6.636368  98.25%   0.39211     75.9%   0.39207     62.9%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 7536708  6.636368  98.25%   0.36899     71.4%   0.36896     59.2%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 7561375  6.654167  98.51%   0.49622     96.1%   0.59031     94.8%  ·CR  cjxl_0.10.1_d0e8E4
 7563891  6.662404  98.63%   1.166      225.8%   1.228      197.2%  ·CR  cjxl_0.10.1_d0e7E4g3
 7570743  6.663942  98.66%   1.155      223.7%   1.252      201.0%  ··R  cjxl_0.10.1_d0e7E4g2
 7588129  6.679927  98.89%   0.37114     71.9%   0.37102     59.6%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 7621500  6.705855  99.28%   1.216      235.5%   1.563      250.9%  ·CR  cjxl_0.10.1_d0e7E4
 7626544  6.708670  99.32%   0.36974     71.6%   0.36992     59.4%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 7648347  6.735044  99.71%   0.44711     86.6%   0.45914     73.7%  ···  cjxl_0.10.1_d0e8g3
 7651204  6.735685  99.72%   0.44401     86.0%   0.47542     76.3%  ···  cjxl_0.10.1_d0e8g2
 7677817  6.754632  99.40%   0.51646     35.7%   0.62288     32.1%  M··  cjxl_0.10.1_d0e8
 7668117  6.759083  99.46%   1.484      102.7%   1.588       81.8%  ·CR  cjxl_0.10.1_d0e6E4g3
 7671082  6.759748  99.47%   1.474      102.0%   1.604       82.6%  ··R  cjxl_0.10.1_d0e6E4g2
 7685470  6.766831  99.58%   1.365       94.4%   1.447       74.6%  ···  cjxl_0.10.1_d0e7g3
 7691213  6.768119  99.60%   1.367       94.6%   1.480       76.2%  ···  cjxl_0.10.1_d0e7g2
 7725777  6.795542  98.06%   1.445       80.1%   1.941       75.6%  M·R  cjxl_0.10.1_d0e7
 7715860  6.797983  98.10%   1.496       82.9%   2.011       78.3%  ·CR  cjxl_0.10.1_d0e6E4
 7739865  6.829118  98.54%   0.33734     18.7%   0.33731     13.1%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 7804590  6.886382  99.37%   1.926      106.7%   2.088       81.3%  ·CR  cjxl_0.10.1_d0e5E4g3
 7806218  6.886747  99.38%   1.942      107.6%   2.138       83.2%  ·CR  cjxl_0.10.1_d0e5E4g2
 7833787  6.904484  99.63%   1.788       99.1%   1.929       75.1%  ···  cjxl_0.10.1_d0e6g3
 7836662  6.905130  99.64%   1.792       99.3%   1.962       76.4%  ···  cjxl_0.10.1_d0e6g2
 7837786  6.910453  99.72%   1.881      104.3%   2.665      103.7%  ··R  cjxl_0.10.1_d0e5E4
 7867752  6.929996  98.08%   1.804       82.1%   2.569       77.9%  M··  cjxl_0.10.1_d0e6
 8000177  7.052010  99.81%   2.249      102.4%   2.473       75.0%  ·C·  cjxl_0.10.1_d0e5g3
 8001432  7.052291  99.81%   2.250      102.4%   2.506       76.0%  ·C·  cjxl_0.10.1_d0e5g2
 8020771  7.065552  97.11%   2.196       72.0%   3.299       65.2%  M·R  cjxl_0.10.1_d0e5
 8015009  7.074602  97.24%   2.735       89.7%   3.111       61.5%  ·C·  cjxl_0.10.1_d0e4E4g3
 8016830  7.075010  97.24%   2.706       88.7%   3.216       63.6%  ···  cjxl_0.10.1_d0e4E4g2
 8047958  7.103351  97.63%   2.614       85.7%   4.107       81.2%  ··R  cjxl_0.10.1_d0e4E4
 8196510  7.237878  99.48%   0.0869170    2.8%   0.0868623    1.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 8196510  7.237878  99.48%   0.0867073    2.8%   0.0867004    1.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 8196510  7.237878  99.48%   0.0821293    2.7%   0.0821141    1.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 8196510  7.237878  99.48%   0.0819437    2.7%   0.0819362    1.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 8220708  7.251796  99.67%   3.239      106.2%   3.810       75.3%  ·C·  cjxl_0.10.1_d0e4g3
 8222415  7.252179  99.68%   3.237      106.1%   3.920       77.5%  ···  cjxl_0.10.1_d0e4g2
 8246188  7.275546  97.43%   3.050       56.8%   5.057       41.7%  M·R  cjxl_0.10.1_d0e4
 8336056  7.321948  98.05%   0.0757679    1.4%   0.0757584    0.6%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 8451914  7.457678  99.87%   5.938      110.6%   8.232       67.9%  ·CR  cjxl_0.10.1_d0e3g3
 8453308  7.457991  99.87%   5.813      108.3%   8.556       70.6%  ··R  cjxl_0.10.1_d0e3g2
 8464601  7.467454  95.99%   5.367       71.5%  12.1         76.9%  M·R  cjxl_0.10.1_d0e3
 8864495  7.775038  99.94%   7.664      102.1%  11.6         73.6%  ·C·  cjxl_0.10.1_d0e2g3
 8864923  7.775134  99.94%   7.783      103.7%  10.8         68.5%  ·C·  cjxl_0.10.1_d0e2g2
 8870297  7.779652  91.06%   7.503       25.3%  15.8         44.5%  M·R  cjxl_0.10.1_d0e2
 8899022  7.862813  92.03%   0.33470      1.1%   0.33468      0.9%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 8899022  7.862813  92.03%   0.31251      1.1%   0.31228      0.9%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 8904842  7.864119  92.05%   0.30537      1.0%   0.30526      0.9%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 8904842  7.864119  92.05%   0.29501      1.0%   0.29483      0.8%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
 9133209  8.078173  94.55%   0.50676      1.7%   0.50663      1.4%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 9690361  8.543465   ····   29.6         ····   35.4         ····   MCR  cjxl_0.10.1_d0e1
 9950362  8.761323   ····    0.38785     ····    0.38769     ····   ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
10025928  8.793500   ····    0.0735137   ····    0.0735043   ····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
10738727  9.445445   ····    0.47889     ····    0.47887     ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
10838128  9.542502   ····    0.19460     ····    0.19458     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
10975366  9.657847   ····    1.0454      ····    1.0459      ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
10975366  9.657847   ····    1.0025      ····    1.0029      ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0

normal, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone            speed real
|                     size    speed CPU  |        compared to
cjxl_0.10.1_d0e9E4g3  99.74%  204.56%    195.14%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4g2  99.18%  241.3%     226.0%   cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e5E4    99.36%  101.8%     100.1%   cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4    99.74%  113.5%     120.8%   cjxl_0.10.1_d0e5

                                         Mpx/s CPU % of denser milestone
                                         |                   Mpx/s real % of denser milestone
                                         |                   |       milestone
                                         |                   |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
 7020658   6.297185  95.24%   0.0604546   45.6%   0.0604477   43.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 7020798   6.297311  95.24%   0.0599906   45.3%   0.0599859   42.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 7021483   6.297438  95.24%   0.0597889   45.1%   0.0597820   42.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 7121938   6.423356  97.14%   0.0669111   50.5%   0.0669091   47.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 7121938   6.423356  97.14%   0.0668541   50.4%   0.0668477   47.6%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 7122078   6.423481  97.15%   0.0664999   50.2%   0.0664936   47.3%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 7122078   6.423481  97.15%   0.0664841   50.2%   0.0664809   47.3%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 7122623   6.423483  97.15%   0.0667498   50.4%   0.0667381   47.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 7122623   6.423483  97.15%   0.0666993   50.3%   0.0666872   47.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 7122763   6.423608  97.15%   0.0663336   50.1%   0.0663316   47.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 7122763   6.423608  97.15%   0.0662724   50.0%   0.0662617   47.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 7122215   6.423923  97.15%   0.0676544   51.0%   0.0676493   48.1%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 7122250   6.423955  97.15%   0.0680779   51.4%   0.0680684   48.4%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 7130120   6.425192  97.17%   0.0609069   46.0%   0.0609033   43.3%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 7130260   6.425317  97.17%   0.0607173   45.8%   0.0607084   43.2%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 7198693   6.483730  98.06%   0.0659749   49.8%   0.0659726   46.9%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 7224174   6.510674  98.46%   0.0995182   75.1%   0.0994995   70.8%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
 7311254   6.586302  99.61%   0.0935302   70.6%   0.0935282   66.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
 7306101   6.594766  99.74%   0.27111    204.6%   0.27431    195.1%  ·CR  cjxl_0.10.1_d0e9E4g3
 7314278   6.596601  99.76%   0.26342    198.8%   0.27330    194.4%  ···  cjxl_0.10.1_d0e9E4g2
 7335360   6.612202  98.42%   0.13253     36.1%   0.14057     32.7%  M··  cjxl_0.10.1_d0e10
 7354159   6.629978  98.68%   0.30434     82.8%   0.34611     80.4%  ·CR  cjxl_0.10.1_d0e9E4
 7398136   6.640381  98.84%   0.0723187   19.7%   0.0723132   16.8%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 7362006   6.644955  98.90%   0.25898     70.5%   0.25896     60.2%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 7403899   6.682196  99.46%   0.126346    34.4%   0.126317    29.4%  ···  cjxl_0.10.1_d0e10g3num_threads0
 7403899   6.682196  99.46%   0.125282    34.1%   0.126101    29.3%  ···  cjxl_0.10.1_d0e10g3
 7420213   6.698791  99.71%   0.31852     86.7%   0.32291     75.0%  ·C·  cjxl_0.10.1_d0e9g3
 7426797   6.700268  99.73%   0.31418     85.5%   0.32881     76.4%  ···  cjxl_0.10.1_d0e9g2
 7449655   6.718605  95.79%   0.36747     70.1%   0.43036     70.0%  MCR  cjxl_0.10.1_d0e9
 7455551   6.722960  95.85%   0.32941     62.8%   0.32932     53.6%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 7705039   6.781736  96.69%   0.0667628   12.7%   0.0667606   10.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 7705039   6.781736  96.69%   0.0662311   12.6%   0.0662299   10.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 7705911   6.782519  96.70%   0.0661468   12.6%   0.0661400   10.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 7705911   6.782519  96.70%   0.0658647   12.6%   0.0658499   10.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 7535350   6.803255  96.99%   0.33098     63.1%   0.33097     53.8%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 7535404   6.803303  96.99%   0.33680     64.2%   0.33684     54.8%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 7541916   6.804728  97.01%   0.32006     61.0%   0.31998     52.0%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 7541970   6.804777  97.01%   0.32371     61.7%   0.32364     52.6%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 7581615   6.827739  97.34%   0.32979     62.9%   0.32976     53.6%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 7581654   6.827774  97.34%   0.32623     62.2%   0.32616     53.1%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 7585587   6.839313  97.51%   0.40422     77.1%   0.41163     67.0%  ·C·  cjxl_0.10.1_d0e8E4g3
 7591149   6.840561  97.52%   0.40435     77.1%   0.42567     69.2%  ·C·  cjxl_0.10.1_d0e8E4g2
 7635264   6.886471  98.18%   0.33335     63.6%   0.33320     54.2%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 7667600   6.908300  98.49%   0.49291     94.0%   0.57210     93.1%  ·CR  cjxl_0.10.1_d0e8E4
 7691929   6.931543  98.82%   0.33146     63.2%   0.33133     53.9%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 7722051   6.955607  99.16%   1.284      244.9%   1.369      222.7%  ·CR  cjxl_0.10.1_d0e7E4g3
 7725915   6.956474  99.18%   1.265      241.3%   1.389      226.0%  ··R  cjxl_0.10.1_d0e7E4g2
 7721611   6.959396  99.22%   0.42700     81.4%   0.43534     70.8%  ···  cjxl_0.10.1_d0e8g3
 7726021   6.960386  99.23%   0.42485     81.0%   0.44836     72.9%  ···  cjxl_0.10.1_d0e8g2
 7734029   6.979696  99.51%   0.31255     59.6%   0.31255     50.8%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 7907456   7.010725  99.95%   0.0700958   13.4%   0.0700910   11.4%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 7788990   7.014248  98.35%   0.52427     35.3%   0.61477     30.3%  M··  cjxl_0.10.1_d0e8
 7800536   7.023050  98.47%   1.292       87.0%   1.709       84.3%  ·CR  cjxl_0.10.1_d0e7E4
 7857787   7.075820  99.21%   1.468       98.9%   1.572       77.6%  ·C·  cjxl_0.10.1_d0e7g3
 7861968   7.076758  99.23%   1.467       98.9%   1.621       80.0%  ···  cjxl_0.10.1_d0e7g2
 7925922   7.132023  93.00%   1.484       83.3%   2.027       79.7%  MCR  cjxl_0.10.1_d0e7
 8349456   7.444726  97.08%   1.532       86.0%   1.661       65.3%  ·C·  cjxl_0.10.1_d0e6E4g3
 8354852   7.445937  97.10%   1.520       85.3%   1.682       66.1%  ···  cjxl_0.10.1_d0e6E4g2
 8431076   7.515425  98.00%   1.537       86.3%   2.090       82.2%  ·CR  cjxl_0.10.1_d0e6E4
 8477212   7.563836  98.64%   1.838      103.2%   2.002       78.7%  ·C·  cjxl_0.10.1_d0e5E4g3
 8482319   7.564982  98.65%   1.848      103.7%   2.060       81.0%  ·C·  cjxl_0.10.1_d0e5E4g2
 8559975   7.612749  99.27%   1.732       97.2%   1.886       74.2%  ···  cjxl_0.10.1_d0e6g3
 8563047   7.613438  99.28%   1.739       97.7%   1.933       76.0%  ···  cjxl_0.10.1_d0e6g2
 8545882   7.619619  99.36%   1.813      101.8%   2.547      100.1%  ··R  cjxl_0.10.1_d0e5E4
 8628160   7.668436  98.27%   1.781       81.9%   2.543       78.6%  M··  cjxl_0.10.1_d0e6
 8693738   7.755808  99.39%   2.563      117.9%   2.942       90.9%  ·CR  cjxl_0.10.1_d0e4E4g3
 8696286   7.756380  99.40%   2.585      118.9%   3.054       94.4%  ·CR  cjxl_0.10.1_d0e4E4g2
 8720708   7.762039  99.47%   2.207      101.5%   2.423       74.9%  ···  cjxl_0.10.1_d0e5g3
 8723103   7.762577  99.47%   2.172       99.9%   2.440       75.4%  ···  cjxl_0.10.1_d0e5g2
 8729941   7.783191  99.74%   2.467      113.5%   3.910      120.8%  ··R  cjxl_0.10.1_d0e4E4
 8771635   7.803580  98.19%   2.174       70.4%   3.236       61.3%  M··  cjxl_0.10.1_d0e5
 8909579   7.931359  99.79%   3.325      107.6%   3.870       73.3%  ·C·  cjxl_0.10.1_d0e4g3
 8911661   7.931826  99.80%   3.251      105.3%   3.905       74.0%  ···  cjxl_0.10.1_d0e4g2
 8928760   7.947808  97.17%   3.088       57.9%   5.276       41.6%  M·R  cjxl_0.10.1_d0e4
 9177807   8.166043  99.84%   6.105      114.5%   8.574       67.6%  ·CR  cjxl_0.10.1_d0e3g3
 9179681   8.166463  99.84%   5.976      112.1%   9.102       71.8%  ··R  cjxl_0.10.1_d0e3g2
 9194750   8.179238  91.58%   5.332       68.3%  12.7         77.8%  M·R  cjxl_0.10.1_d0e3
10054113   8.924760  99.93%   7.891      101.1%  11.9         72.9%  ·C·  cjxl_0.10.1_d0e2g3
10055068   8.924975  99.93%   7.629       97.7%  10.7         65.7%  ···  cjxl_0.10.1_d0e2g2
10061899   8.930832  92.72%   7.806       27.2%  16.3         47.4%  M·R  cjxl_0.10.1_d0e2
 9814868   8.933102  92.74%   0.24480      0.9%   0.24459      0.7%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 9814998   8.933219  92.74%   0.24149      0.8%   0.24140      0.7%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 9823713   8.935087  92.76%   0.23612      0.8%   0.23608      0.7%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 9823843   8.935203  92.76%   0.23476      0.8%   0.23455      0.7%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
 9919127   9.027291  93.72%   0.37501      1.3%   0.37412      1.1%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
10481290   9.387895  97.46%   0.30155      1.0%   0.30152      0.9%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
10837083   9.632548   ····   28.7         ····   34.4         ····   MCR  cjxl_0.10.1_d0e1
11249198  10.22216    ····    0.39575     ····    0.39563     ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
11399692  10.28270    ····    0.52199     ····    0.52197     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
11399855  10.28285    ····    0.53660     ····    0.53634     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
11323914  10.28446    ····    0.25033     ····    0.25029     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
12245107  11.10247    ····    0.0656527   ····    0.0656462   ····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

logo, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone            speed real
|                     size    speed CPU  |        compared to
cjxl_0.10.1_d0e9E4g2  99.95%  256.45%    256.47%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4g3  99.14%  143.18%    127.11%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4    99.69%  189.83%    203.5%   cjxl_0.10.1_d0e8

                                       Mpx/s CPU % of denser milestone
                                       |                   Mpx/s real % of denser milestone
                                       |                   |       milestone
                                       |                   |       |Pareto front for bpp and CPU time
                   bpp % of denser milestone               |       ||Pareto front for bpp and real time
B        bpp (mean)|       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
4628664  3.161929  91.40%   0.0566052   39.9%   0.0566036   38.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4633982  3.164975  91.48%   0.0567853   40.0%   0.0567833   38.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
4634425  3.165023  91.49%   0.0576577   40.6%   0.0576518   38.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
4650321  3.180352  91.93%   0.0799187   56.3%   0.0799168   53.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
4650321  3.180352  91.93%   0.0799131   56.3%   0.0799078   53.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
4651677  3.181469  91.96%   0.0792761   55.9%   0.0792707   53.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
4651677  3.181469  91.96%   0.0792452   55.9%   0.0792296   53.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
4657951  3.185529  92.08%   0.0785626   55.4%   0.0785575   52.7%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
4657951  3.185529  92.08%   0.0784824   55.3%   0.0784781   52.6%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
4658419  3.185542  92.08%   0.0789359   55.6%   0.0789321   52.9%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
4658419  3.185542  92.08%   0.0789209   55.6%   0.0789113   52.9%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
4657743  3.185750  92.08%   0.0785194   55.3%   0.0785162   52.7%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
4658245  3.185766  92.08%   0.0789121   55.6%   0.0789106   52.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
4718676  3.229725  93.36%   0.0792842   55.9%   0.0792825   53.2%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
4719917  3.230960  93.39%   0.0786845   55.5%   0.0786797   52.8%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
4798001  3.281660  94.86%   0.0602314   42.5%   0.0602266   40.4%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
4845381  3.314451  95.80%   0.0982849   69.3%   0.0982818   65.9%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
4975349  3.411072  98.60%   0.0683484   48.2%   0.0683422   45.8%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
4974444  3.420066  98.86%   0.104738    73.8%   0.104714    70.2%  ·C·  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
4974444  3.420066  98.86%   0.104732    73.8%   0.104729    70.3%  ··R  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
4975722  3.421135  98.89%   0.103608    73.0%   0.103604    69.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
4975722  3.421135  98.89%   0.103586    73.0%   0.103570    69.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
4997012  3.423049  98.94%   0.0946030   66.7%   0.0945973   63.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
4994613  3.425404  99.01%   0.35620    251.1%   0.36419    244.3%  ·CR  cjxl_0.10.1_d0e9E4g3
5025813  3.443348  99.53%   0.172639   121.7%   0.172636   115.8%  ···  cjxl_0.10.1_d0e10g3num_threads0
5025813  3.443348  99.53%   0.168915   119.1%   0.170693   114.5%  ···  cjxl_0.10.1_d0e10g3
5038294  3.458022  99.95%   0.36383    256.4%   0.38233    256.5%  ·CR  cjxl_0.10.1_d0e9E4g2
5048742  3.459600  95.88%   0.141871    32.8%   0.149077    29.6%  M··  cjxl_0.10.1_d0e10
5118394  3.509135  97.25%   0.32603     75.3%   0.36445     72.4%  ···  cjxl_0.10.1_d0e9E4
5124527  3.515577  97.43%   0.36470     84.2%   0.36476     72.5%  ·C·  cjxl_0.10.1_d0e10P14I100g3num_threads0
5186887  3.556948  98.57%   0.50081    115.7%   0.50030     99.4%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
5187600  3.558779  98.62%   0.44680    103.2%   0.45796     91.0%  ···  cjxl_0.10.1_d0e9g3
5204790  3.574042  99.05%   0.46063    106.4%   0.49047     97.5%  ···  cjxl_0.10.1_d0e9g2
5214294  3.577272  99.14%   0.61991    143.2%   0.63946    127.1%  ·CR  cjxl_0.10.1_d0e8E4g3
5258964  3.608419  96.47%   0.43296     60.1%   0.50309     58.3%  M··  cjxl_0.10.1_d0e9
5275106  3.621172  96.81%   0.64753     89.9%   0.69197     80.1%  ·CR  cjxl_0.10.1_d0e8E4g2
5283469  3.624528  96.90%   1.2733     176.8%   1.3660     158.2%  ·CR  cjxl_0.10.1_d0e7E4g3
5355663  3.672731  98.19%   0.66265     92.0%   0.78631     91.1%  ···  cjxl_0.10.1_d0e8E4
5362322  3.680241  98.39%   1.3404     186.1%   1.505      174.3%  ·CR  cjxl_0.10.1_d0e7E4g2
5365596  3.680594  98.40%   1.455      202.0%   1.573      182.2%  ·CR  cjxl_0.10.1_d0e6E4g3
5368172  3.682483  98.45%   0.65840     91.4%   0.68045     78.8%  ···  cjxl_0.10.1_d0e8g3
5401299  3.707842  99.13%   0.69297     96.2%   0.74035     85.7%  ···  cjxl_0.10.1_d0e8g2
5434195  3.729014  99.69%   1.3675     189.8%   1.758      203.5%  ··R  cjxl_0.10.1_d0e7E4
5444485  3.735058  99.85%   1.498      207.9%   1.695      196.2%  ·C·  cjxl_0.10.1_d0e6E4g2
5454558  3.740524  98.17%   0.72041     45.7%   0.86353     41.1%  M··  cjxl_0.10.1_d0e8
5452023  3.741071  98.18%   1.592      101.0%   1.724       82.0%  ·C·  cjxl_0.10.1_d0e5E4g3
5454949  3.741633  98.20%   1.471       93.3%   1.587       75.5%  ···  cjxl_0.10.1_d0e7g3
5476349  3.759168  98.66%   0.51493     32.7%   0.51450     24.5%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
5476651  3.759844  98.68%   0.48125     30.5%   0.48118     22.9%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
5471673  3.760210  98.69%   0.49193     31.2%   0.49155     23.4%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
5472752  3.761287  98.71%   0.45836     29.1%   0.45836     21.8%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
5507441  3.780240  99.21%   1.546       98.1%   1.739       82.8%  ···  cjxl_0.10.1_d0e7g2
5484391  3.783627  99.30%   0.44255     28.1%   0.44276     21.1%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
5519188  3.787848  99.41%   1.636      103.8%   1.864       88.7%  ·CR  cjxl_0.10.1_d0e5E4g2
5527941  3.788183  99.42%   1.531       97.1%   2.012       95.8%  ··R  cjxl_0.10.1_d0e6E4
5515618  3.792282  99.53%   0.47615     30.2%   0.47593     22.7%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
5519751  3.794997  99.60%   0.46051     29.2%   0.46025     21.9%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
5554265  3.810250  97.86%   1.576       89.0%   2.101       86.7%  M·R  cjxl_0.10.1_d0e7
5572937  3.821616  98.16%   1.673       94.5%   1.818       75.0%  ·C·  cjxl_0.10.1_d0e6g3
5597069  3.835664  98.52%   1.681       95.0%   2.270       93.6%  ·CR  cjxl_0.10.1_d0e5E4
5624124  3.857968  99.09%   1.724       97.4%   1.951       80.5%  ·C·  cjxl_0.10.1_d0e6g2
5681717  3.893402  98.03%   1.771       91.2%   2.424       89.9%  MCR  cjxl_0.10.1_d0e6
5699532  3.910251  98.46%   1.864       96.1%   2.047       75.9%  ·C·  cjxl_0.10.1_d0e5g3
5715113  3.931520  98.99%   0.44047     22.7%   0.44067     16.3%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
5739377  3.938559  99.17%   1.847       95.2%   2.140       79.4%  ···  cjxl_0.10.1_d0e5g2
5765074  3.966928  99.89%   0.44474     22.9%   0.44492     16.5%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
5794989  3.971446  94.68%   1.940       72.7%   2.696       60.9%  MCR  cjxl_0.10.1_d0e5
5818607  3.988860  95.10%   2.394       89.7%   2.798       63.2%  ·CR  cjxl_0.10.1_d0e4E4g3
5848841  4.008447  95.57%   2.376       89.0%   2.960       66.8%  ··R  cjxl_0.10.1_d0e4E4g2
5871719  4.023240  95.92%   2.261       84.7%   3.559       80.4%  ··R  cjxl_0.10.1_d0e4E4
5883238  4.033690  96.17%   0.0823314    3.1%   0.0823050    1.9%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
6107236  4.166087  99.32%   0.28738     10.8%   0.28734      6.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
6109482  4.167803  99.37%   0.27702     10.4%   0.27698      6.3%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
6088888  4.170300  99.42%   2.866      107.4%   3.418       77.2%  ·C·  cjxl_0.10.1_d0e4g3
6101671  4.178288  99.62%   2.860      107.1%   3.651       82.4%  ··R  cjxl_0.10.1_d0e4g2
6120966  4.178312  99.62%   0.27315     10.2%   0.27297      6.2%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
6121998  4.179307  99.64%   0.26602     10.0%   0.26591      6.0%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
6127520  4.194419  93.49%   2.669       59.6%   4.428       43.2%  M·R  cjxl_0.10.1_d0e4
6289234  4.290480  95.63%   0.43569      9.7%   0.43547      4.2%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
6495802  4.466026  99.54%   4.970      110.9%   7.052       68.7%  ·CR  cjxl_0.10.1_d0e3g3
6501345  4.469798  99.63%   5.014      111.9%   7.905       77.0%  ·CR  cjxl_0.10.1_d0e3g2
6527261  4.486563  91.63%   4.481       65.9%  10.26        78.4%  M·R  cjxl_0.10.1_d0e3
7134471  4.870407  99.47%   0.30324      4.5%   0.30321      2.3%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
7145814  4.887380  99.82%   6.200       91.2%   9.667       73.9%  ·C·  cjxl_0.10.1_d0e2g3
7149352  4.889790  99.87%   6.571       96.7%   9.751       74.5%  ·C·  cjxl_0.10.1_d0e2g2
7159254  4.896244  91.10%   6.798       24.6%  13.1         42.5%  MCR  cjxl_0.10.1_d0e2
7718587  5.248224  97.65%   0.44006      1.6%   0.44000      1.4%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
7742556  5.263929  97.94%   0.33702      1.2%   0.33697      1.1%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
7856780  5.362419  99.77%   0.74921      2.7%   0.74921      2.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
7858244  5.363633  99.79%   0.68677      2.5%   0.68642      2.2%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
7866774  5.374651   ····   27.7         ····   30.8         ····   MCR  cjxl_0.10.1_d0e1
8089340  5.479445   ····    0.0806077   ····    0.0805985   ····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

icon, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

                                                         speed real
fastest as dense as milestone           size     speed CPU       compared to
cjxl_0.10.1_d0e10P14I100g3num_threads0   99.90%  326.8%  308.8%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e6E4                       99.97%  281%    329%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e5E4                       99.62%  208%    233%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e5E4                       99.04%  111%    111%    cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e6g3                      100.00%  102%    101%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e5g2                      100.00%  101%    103%    cjxl_0.10.1_d0e5
cjxl_0.10.1_d0e4g2                      100.00%  103%    103%    cjxl_0.10.1_d0e4
cjxl_0.10.1_d0e3                         91.50%   80.4%  106%    cjxl_0.10.1_d0e2

                                     Mpx/s CPU % of denser milestone
                                     |                 Mpx/s real % of denser milestone
                                     |                 |       milestone
                                     |                 |       |Pareto front for bpp and CPU time
                  bpp % of denser milestone            |       ||Pareto front for bpp and real time
B       bpp (mean)|        Mpx/s CPU (mean)  Mpx/s real (mean) |||  best of
325035   6.27478   93.46%  0.053699   71.3%  0.053698   67.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
325035   6.27478   93.46%  0.053645   71.3%  0.053641   67.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
325035   6.27478   93.46%  0.053622   71.2%  0.053577   67.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
325035   6.27478   93.46%  0.053133   70.6%  0.053632   67.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
325314   6.28587   93.62%  0.053165   70.6%  0.053159   66.8%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
325314   6.28587   93.62%  0.053164   70.6%  0.053152   66.8%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
325314   6.28587   93.62%  0.053157   70.6%  0.053156   66.8%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
325314   6.28587   93.62%  0.053083   70.5%  0.053083   66.7%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
325314   6.28587   93.62%  0.052656   70.0%  0.052656   66.2%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
325314   6.28587   93.62%  0.051113   67.9%  0.051106   64.3%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
325314   6.28587   93.62%  0.050856   67.6%  0.049983   62.8%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
325388   6.28625   93.63%  0.053392   70.9%  0.053891   67.8%  ··R  cjxl_0.10.1_d0e10E3I100g0num_threads0
325679   6.29653   93.78%  0.053732   71.4%  0.053711   67.5%  ·C·  cjxl_0.10.1_d0e10E3I99g3num_threads0
325679   6.29653   93.78%  0.053326   70.8%  0.053819   67.7%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
324396   6.31928   94.12%  0.034013   45.2%  0.033681   42.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
324396   6.31928   94.12%  0.033495   44.5%  0.033485   42.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
324525   6.32906   94.27%  0.033161   44.1%  0.033159   41.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
334611   6.48716   96.62%  0.072330   96.1%  0.072328   90.9%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
337061   6.51846   97.09%  0.071897   95.5%  0.071868   90.4%  ···  cjxl_0.10.1_d0e10I100num_threads0
339429   6.61226   98.49%  0.2072    275.3%  0.2265    284.8%  ·C·  cjxl_0.10.1_d0e9E4
339429   6.61226   98.49%  0.2061    273.8%  0.2266    284.9%  ···  cjxl_0.10.1_d0e9E4g2
339429   6.61226   98.49%  0.2049    272.2%  0.2321    291.8%  ··R  cjxl_0.10.1_d0e9E4g3
344942   6.70688   99.90%  0.2460    326.8%  0.2456    308.8%  ·CR  cjxl_0.10.1_d0e10P14I100g3num_threads0
346375   6.71388  100.00%  0.09757   129.6%  0.09267   116.5%  ···  cjxl_0.10.1_d0e10g3num_threads0
346375   6.71388  100.00%  0.07782   103.4%  0.08445   106.2%  ···  cjxl_0.10.1_d0e10g3
346375   6.71388   98.68%  0.07527    31.1%  0.07953    30.0%  M··  cjxl_0.10.1_d0e10
345743   6.73429   98.98%  0.3430    141.9%  0.3903    147.3%  ·CR  cjxl_0.10.1_d0e8E4g3
345743   6.73429   98.98%  0.3417    141.3%  0.3868    146.0%  ···  cjxl_0.10.1_d0e8E4g2
345743   6.73429   98.98%  0.3395    140.4%  0.3945    148.9%  ··R  cjxl_0.10.1_d0e8E4
346651   6.75768   99.32%  0.603     249%    0.739     279%    ·CR  cjxl_0.10.1_d0e7E4g3
346651   6.75768   99.32%  0.601     249%    0.735     277%    ···  cjxl_0.10.1_d0e7E4g2
346651   6.75768   99.32%  0.595     246%    0.729     275%    ···  cjxl_0.10.1_d0e7E4
349077   6.80153   99.97%  0.681     282%    0.842     318%    ·CR  cjxl_0.10.1_d0e6E4g3
349077   6.80153   99.97%  0.681     282%    0.835     315%    ···  cjxl_0.10.1_d0e6E4g2
349077   6.80153   99.97%  0.680     281%    0.871     329%    ··R  cjxl_0.10.1_d0e6E4
349808   6.80389  100.00%  0.2429    100.5%  0.2684    101.3%  ···  cjxl_0.10.1_d0e9g2
349808   6.80389   98.91%  0.2418     67.0%  0.2650     65.3%  M··  cjxl_0.10.1_d0e9
349808   6.80389   98.91%  0.2401     66.5%  0.2666     65.7%  ···  cjxl_0.10.1_d0e9g3
351762   6.84290   99.47%  0.3407     94.4%  0.3321     81.8%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
351596   6.85311   99.62%  0.752     208%    0.945     233%    ·CR  cjxl_0.10.1_d0e5E4
351596   6.85311   99.62%  0.742     206%    0.911     225%    ···  cjxl_0.10.1_d0e5E4g2
351596   6.85311   99.62%  0.735     204%    0.917     226%    ···  cjxl_0.10.1_d0e5E4g3
353757   6.87902  100.00%  0.3682    102.1%  0.4193    103.3%  ···  cjxl_0.10.1_d0e8g3
353757   6.87902  100.00%  0.3649    101.2%  0.4204    103.6%  ···  cjxl_0.10.1_d0e8g2
353757   6.87902   99.41%  0.3608     53.1%  0.4059     47.5%  M··  cjxl_0.10.1_d0e8
355409   6.91967   98.52%  0.679      90.7%  0.855      87.3%  M··  cjxl_0.10.1_d0e7
355409   6.91967   98.52%  0.673      89.8%  0.826      84.3%  ···  cjxl_0.10.1_d0e7g2
355409   6.91967   98.52%  0.662      88.4%  0.837      85.4%  ···  cjxl_0.10.1_d0e7g3
360513   7.02365  100.00%  0.767     102%    0.970      99.0%  ·C·  cjxl_0.10.1_d0e6g2
360513   7.02365  100.00%  0.761     102%    0.991     101%    ··R  cjxl_0.10.1_d0e6g3
360513   7.02365   99.11%  0.749      92.2%  0.980      92.3%  M··  cjxl_0.10.1_d0e6
361053   7.06610   99.71%  0.3126     38.5%  0.3116     29.4%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
364218   7.08690  100.00%  0.826     102%    1.09      103%    ·C·  cjxl_0.10.1_d0e5g3
364218   7.08690  100.00%  0.823     101%    1.10      103%    ··R  cjxl_0.10.1_d0e5g2
364218   7.08690   94.88%  0.812      88.8%  1.06       76.2%  M··  cjxl_0.10.1_d0e5
364213   7.14308   95.63%  0.3072     33.6%  0.3073     22.1%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
364213   7.14308   95.63%  0.3061     33.5%  0.3057     22.0%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
364213   7.14308   95.63%  0.2954     32.3%  0.2954     21.2%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
364213   7.14308   95.63%  0.2943     32.2%  0.2940     21.1%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
367400   7.15157   95.75%  0.3150     34.4%  0.3153     22.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
367400   7.15157   95.75%  0.3027     33.1%  0.3021     21.7%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
380515   7.16206   95.89%  0.810      88.5%  1.20       86.0%  ··R  cjxl_0.10.1_d0e4E4g3
380515   7.16206   95.89%  0.805      88.0%  1.17       84.2%  ···  cjxl_0.10.1_d0e4E4g2
380515   7.16206   95.89%  0.805      87.9%  1.18       84.6%  ···  cjxl_0.10.1_d0e4E4
380345   7.45698   99.83%  0.2869     31.4%  0.2881     20.7%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
403671   7.46931  100.00%  0.940     103%    1.42      102%    ·C·  cjxl_0.10.1_d0e4g3
403671   7.46931  100.00%  0.938     103%    1.43      103%    ··R  cjxl_0.10.1_d0e4g2
403671   7.46931   94.68%  0.915      71.8%  1.39       57.4%  M··  cjxl_0.10.1_d0e4
383807   7.50823   95.17%  0.2894     22.7%  0.2897     11.9%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
422935   7.88934   91.50%  1.27       80.4%  2.43      106%    MCR  cjxl_0.10.1_d0e3
422935   7.88934   91.50%  1.25       78.9%  2.36      103%    ···  cjxl_0.10.1_d0e3g3
422935   7.88934   91.50%  1.17       73.5%  2.20       96.3%  ···  cjxl_0.10.1_d0e3g2
403232   8.00542   92.84%  0.054456    3.4%  0.054454    2.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
403232   8.00542   92.84%  0.054443    3.4%  0.054443    2.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
403232   8.00542   92.84%  0.054408    3.4%  0.054403    2.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
403232   8.00542   92.84%  0.054062    3.4%  0.054061    2.4%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
403232   8.00542   92.84%  0.054023    3.4%  0.054478    2.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
430515   8.20189   95.12%  0.2530     16.0%  0.2529     11.0%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
430515   8.20189   95.12%  0.2528     15.9%  0.2518     11.0%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
430515   8.20189   95.12%  0.2527     15.9%  0.2513     11.0%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
430515   8.20189   95.12%  0.2519     15.9%  0.2511     11.0%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
437464   8.32690   96.57%  0.3625     22.9%  0.3625     15.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
469206   8.34098   96.73%  0.052951    3.3%  0.052949    2.3%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
474377   8.62260   92.18%  1.59       48.4%  2.29       66.3%  MC·  cjxl_0.10.1_d0e2
474377   8.62260   92.18%  1.49       45.5%  2.17       62.7%  ···  cjxl_0.10.1_d0e2g2
474377   8.62260   92.18%  1.31       39.9%  2.59       74.8%  ··R  cjxl_0.10.1_d0e2g3
508374   9.35403   ·····   3.27       ····   3.46       ····   MCR  cjxl_0.10.1_d0e1
497972   9.60524   ·····   0.2627     ····   0.2619     ····   ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
520786   9.80914   ·····   0.2863     ····   0.2862     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
526269   9.86112   ·····   0.4750     ····   0.4790     ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
602047  11.6862    ·····   0.781      ····   0.778      ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
602047  11.6862    ·····   0.758      ····   0.758      ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0

pixel_art, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

                                                                                                 speed real
fastest as dense as milestone                                                 size    speed CPU  |        compared to
cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0  98.91%  163.03%    155.49%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e2                                                              80.81%  142.1%     109%     cjxl_0.10.1_d0e3

                                       Mpx/s CPU % of denser milestone
                                       |                   Mpx/s real % of denser milestone
                                       |                   |       milestone
                                       |                   |       |Pareto front for bpp and CPU time
                   bpp % of denser milestone               |       ||Pareto front for bpp and real time
B        bpp (mean)|       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
2564230  1.042479  94.97%   0.169138    48.0%   0.169127    45.8%  ·CR  cjxl_0.10.1_d0e10E3I100num_threads0
2511186  1.052026  95.84%   0.169514    48.1%   0.169508    45.9%  ·CR  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
2489278  1.054486  96.06%   0.221209    62.8%   0.221193    59.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
2503006  1.055921  96.19%   0.221093    62.7%   0.221065    59.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
2504674  1.059353  96.50%   0.220833    62.6%   0.220807    59.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
2602525  1.059821  96.55%   0.281441    79.8%   0.281252    76.1%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
2516792  1.060689  96.62%   0.221347    62.8%   0.221329    59.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
2473073  1.066983  97.20%   0.175316    49.7%   0.175323    47.4%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
2666525  1.078084  98.21%   0.236816    67.2%   0.236742    64.1%  ···  cjxl_0.10.1_d0e10I100num_threads0
2371605  1.085782  98.91%   0.57467    163.0%   0.57464    155.5%  ·CR  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
2483163  1.096617  99.90%   0.175667    49.8%   0.175682    47.5%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
2705511  1.097742  94.41%   0.35250     40.5%   0.36956     33.6%  M··  cjxl_0.10.1_d0e10
3052064  1.109007  95.38%   0.195265    22.4%   0.195187    17.7%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
3047958  1.112778  95.70%   0.196126    22.5%   0.196204    17.8%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
3141429  1.117210  96.09%   0.215123    24.7%   0.215080    19.5%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
3152208  1.118106  96.16%   0.215017    24.7%   0.215001    19.5%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
3145788  1.119538  96.29%   0.214987    24.7%   0.215008    19.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
3145402  1.119597  96.29%   0.215046    24.7%   0.215084    19.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
3154531  1.119619  96.29%   0.215593    24.8%   0.215530    19.6%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
3146633  1.121176  96.43%   0.215550    24.8%   0.215351    19.6%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
3151496  1.121687  96.47%   0.215313    24.7%   0.215309    19.6%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
3157578  1.122995  96.58%   0.214978    24.7%   0.214954    19.5%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
3146616  1.123215  96.60%   0.214510    24.6%   0.214454    19.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
3153341  1.123592  96.63%   0.215599    24.8%   0.215518    19.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
2744548  1.139983  98.04%   0.72906     83.7%   0.91364     83.0%  ·CR  cjxl_0.10.1_d0e9E4
2814825  1.162728  96.03%   0.87055     68.7%   1.1006      63.0%  MCR  cjxl_0.10.1_d0e9
2841381  1.193031  98.53%   1.2182      96.2%   1.6576      94.9%  ·CR  cjxl_0.10.1_d0e8E4
2524780  1.198034  98.94%   0.70306     55.5%   0.70281     40.2%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
2541278  1.202707  99.33%   0.63086     49.8%   0.63058     36.1%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
2901668  1.210815  91.69%   1.2664      48.3%   1.747       44.4%  MCR  cjxl_0.10.1_d0e8
3316109  1.215497  92.05%   0.0948611    3.6%   0.0948571    2.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
3326296  1.221470  92.50%   0.0932369    3.6%   0.0932197    2.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
3276239  1.223047  92.62%   0.77152     29.4%   0.77099     19.6%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
3248962  1.226649  92.89%   0.70496     26.9%   0.70455     17.9%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
3522969  1.248038  94.51%   1.0631      40.5%   1.0607      27.0%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
3487385  1.250275  94.68%   0.99564     38.0%   0.99538     25.3%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
3483809  1.252153  94.82%   0.76830     29.3%   0.76868     19.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
3488974  1.257499  95.23%   0.70168     26.7%   0.70189     17.8%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
3577151  1.262998  95.65%   0.76918     29.3%   0.89674     22.8%  ···  cjxl_0.10.1_d0e9E4g2
3421750  1.269090  96.11%   1.3115      50.0%   1.3165      33.5%  ·C·  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
3758951  1.278271  96.80%   1.1099      42.3%   1.1100      28.2%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
4056375  1.280671  96.98%   0.44626     17.0%   0.44623     11.3%  ···  cjxl_0.10.1_d0e10g3num_threads0
4056375  1.280671  96.98%   0.42252     16.1%   0.43119     11.0%  ···  cjxl_0.10.1_d0e10g3
3915070  1.292148  97.85%   0.79074     30.1%   0.87378     22.2%  ···  cjxl_0.10.1_d0e9E4g3
3788180  1.298794  98.36%   1.0263      39.1%   1.0239      26.0%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
3660317  1.302499  98.64%   0.99828     38.1%   0.99907     25.4%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
3188411  1.303146  98.69%   2.501       95.3%   3.687       93.8%  ·CR  cjxl_0.10.1_d0e7E4
3720661  1.305750  98.88%   1.0759      41.0%   1.0752      27.3%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
3252073  1.320494  95.80%   2.623       93.0%   3.933       91.6%  MCR  cjxl_0.10.1_d0e7
3954433  1.329240  96.44%   0.90330     32.0%   1.0706      24.9%  ···  cjxl_0.10.1_d0e9g2
3825061  1.337411  97.03%   1.2210      43.3%   1.4891      34.7%  ···  cjxl_0.10.1_d0e8E4g2
3570278  1.337854  97.06%   0.65061     23.1%   0.65063     15.1%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
4207132  1.348805  97.86%   1.0501      37.2%   1.0498      24.4%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
4224461  1.354083  98.24%   0.80460     28.5%   0.80336     18.7%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
3377880  1.360316  98.69%   2.679       95.0%   4.032       93.9%  ·CR  cjxl_0.10.1_d0e6E4
4290726  1.363784  98.94%   0.91219     32.3%   1.0089      23.5%  ···  cjxl_0.10.1_d0e9g3
4190814  1.370038  99.40%   1.2058      42.7%   1.3807      32.1%  ···  cjxl_0.10.1_d0e8E4g3
3449279  1.378367  94.41%   2.822       94.8%   4.296       90.7%  MCR  cjxl_0.10.1_d0e6
4042964  1.380917  94.58%   1.2478      41.9%   1.5307      32.3%  ···  cjxl_0.10.1_d0e8g2
4419997  1.422787  97.45%   1.2378      41.6%   1.4202      30.0%  ···  cjxl_0.10.1_d0e8g3
4398628  1.428373  97.83%   0.97417     32.7%   0.97390     20.6%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
3556250  1.440043  98.63%   2.870       96.4%   4.418       93.2%  ·CR  cjxl_0.10.1_d0e5E4
4461976  1.448227  99.19%   0.96893     32.5%   0.97033     20.5%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
4222793  1.458658  99.91%   2.497       83.9%   3.275       69.1%  ···  cjxl_0.10.1_d0e7E4g2
3633201  1.460008  74.54%   2.977       78.0%   4.738       63.6%  MCR  cjxl_0.10.1_d0e5
4549264  1.490142  76.08%   2.500       65.4%   3.138       42.1%  ···  cjxl_0.10.1_d0e7E4g3
4392184  1.510140  77.10%   2.711       71.0%   3.776       50.7%  ···  cjxl_0.10.1_d0e6E4g2
4579407  1.516249  77.41%   2.612       68.4%   3.475       46.6%  ···  cjxl_0.10.1_d0e7g2
3716867  1.518696  77.53%   0.0820092    2.1%   0.0819863    1.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
4735960  1.547546  79.01%   2.711       71.0%   3.418       45.9%  ···  cjxl_0.10.1_d0e6E4g3
4996524  1.557673  79.52%   2.621       68.6%   3.369       45.2%  ···  cjxl_0.10.1_d0e7g3
4810364  1.576094  80.46%   2.807       73.5%   3.880       52.1%  ···  cjxl_0.10.1_d0e6g2
4647068  1.599207  81.64%   2.868       75.1%   3.957       53.1%  ···  cjxl_0.10.1_d0e5E4g2
5244083  1.623956  82.91%   2.850       74.6%   3.671       49.3%  ···  cjxl_0.10.1_d0e6g3
5023785  1.641007  83.78%   2.879       75.4%   3.697       49.6%  ···  cjxl_0.10.1_d0e5E4g3
5084732  1.670478  85.28%   2.986       78.2%   4.174       56.0%  ·C·  cjxl_0.10.1_d0e5g2
5558599  1.723298  87.98%   3.004       78.6%   3.933       52.8%  ·C·  cjxl_0.10.1_d0e5g3
5460901  1.815899  92.71%   3.946      103.3%   5.889       79.0%  ·CR  cjxl_0.10.1_d0e4E4g3
5453724  1.816207  92.72%   3.878      101.5%   6.251       83.9%  ··R  cjxl_0.10.1_d0e4E4g2
5479088  1.822534  93.05%   3.685       96.5%   6.654       89.3%  ··R  cjxl_0.10.1_d0e4E4
6059406  1.951782  99.64%   4.173      109.3%   6.391       85.7%  ·C·  cjxl_0.10.1_d0e4g3
6065039  1.953112  99.71%   4.110      107.6%   6.758       90.7%  ··R  cjxl_0.10.1_d0e4g2
6084531  1.958763  93.37%   3.820       51.7%   7.453       56.0%  M·R  cjxl_0.10.1_d0e4
6562536  1.992897  95.00%   0.91442     12.4%   0.91383      6.9%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
6472721  2.097827  80.81%   7.385      142.1%  13.3        109%    MCR  cjxl_0.10.1_d0e2
6542967  2.101539  80.96%   7.029      135.2%  11.93        97.3%  ···  cjxl_0.10.1_d0e2g2
6593048  2.104610  81.08%   6.483      124.7%  12.28       100.2%  ···  cjxl_0.10.1_d0e2g3
5562268  2.558388  98.56%   0.334284     6.4%   0.334260     2.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
8612890  2.593423  99.91%   5.674      109.2%  10.20        83.2%  ···  cjxl_0.10.1_d0e3g3
8612066  2.593734  99.92%   5.482      105.5%  10.68        87.1%  ···  cjxl_0.10.1_d0e3g2
8625447  2.595851  94.56%   5.197       18.7%  12.26        37.4%  M··  cjxl_0.10.1_d0e3
7803318  2.745298   ····   27.8         ····   32.7         ····   MCR  cjxl_0.10.1_d0e1

pixel_art (not game_asset), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

                                                                speed real
fastest as dense as milestone                size    speed CPU  |        compared to
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0  99.74%  158.21%    132.05%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2                             83.33%  141.2%     105%     cjxl_0.10.1_d0e3

                                        Mpx/s CPU % of denser milestone
                                        |                   Mpx/s real % of denser milestone
                                        |                   |       milestone
                                        |                   |       |Pareto front for bpp and CPU time
                   bpp % of denser milestone                |       ||Pareto front for bpp and real time
B        bpp (mean)|        Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
1130372  0.886887   93.49%   0.23125     61.8%   0.23120     59.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1130372  0.886887   93.49%   0.23108     61.8%   0.23106     59.0%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1131614  0.887404   93.55%   0.23329     62.4%   0.23328     59.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1131614  0.887404   93.55%   0.23288     62.3%   0.23285     59.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1130140  0.888174   93.63%   0.23082     61.7%   0.23075     58.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1133316  0.889113   93.73%   0.23119     61.8%   0.23123     59.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1133316  0.889113   93.73%   0.23107     61.8%   0.23103     59.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1131966  0.889444   93.76%   0.20872     55.8%   0.20863     53.3%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1136176  0.890293   93.85%   0.23166     61.9%   0.23143     59.1%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1136176  0.890293   93.85%   0.23135     61.8%   0.23135     59.1%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
1137313  0.890766   93.90%   0.23318     62.3%   0.23316     59.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1137313  0.890766   93.90%   0.23299     62.3%   0.23296     59.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1135381  0.891127   93.94%   0.23084     61.7%   0.23082     58.9%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
1139032  0.892482   94.08%   0.23167     61.9%   0.23158     59.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1139032  0.892482   94.08%   0.23042     61.6%   0.23036     58.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1137613  0.892509   94.09%   0.20998     56.1%   0.21007     53.6%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
1155770  0.899108   94.78%   0.17832     47.7%   0.17832     45.5%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1156777  0.899527   94.83%   0.17849     47.7%   0.17848     45.6%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
1170098  0.914977   96.45%   0.29841     79.8%   0.29822     76.1%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
1178737  0.930511   98.09%   0.24969     66.8%   0.24960     63.7%  ···  cjxl_0.10.1_d0e10I100num_threads0
1205016  0.944222   99.54%   0.18445     49.3%   0.18445     47.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
1193938  0.948614   94.07%   0.37406     40.7%   0.39173     35.5%  MCR  cjxl_0.10.1_d0e10
1211353  0.949547   94.16%   0.60764     66.2%   0.60761     55.0%  ·CR  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1197478  0.949645   94.17%   0.48004     52.3%   0.48000     43.5%  ···  cjxl_0.10.1_d0e10g3num_threads0
1197478  0.949645   94.17%   0.45450     49.5%   0.46397     42.0%  ···  cjxl_0.10.1_d0e10g3
1222994  0.970743   96.26%   0.18475     20.1%   0.18477     16.7%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1231864  0.973093   96.49%   0.83025     90.4%   0.82945     75.1%  ·CR  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1236735  0.975580   96.74%   0.84420     91.9%   0.84464     76.5%  ·CR  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1235422  0.976461   96.83%   1.1526     125.5%   1.1498     104.1%  ·CR  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1240704  0.976970   96.88%   1.2060     131.4%   1.2066     109.2%  ·CR  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1240463  0.977319   96.91%   0.75600     82.3%   0.75552     68.4%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
1244529  0.979575   97.14%   1.1057     120.4%   1.1029      99.8%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
1245101  0.979811   97.16%   0.76824     83.7%   0.76851     69.6%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
1219464  0.980842   97.26%   0.84803     92.4%   0.93114     84.3%  ···  cjxl_0.10.1_d0e9E4g3
1250718  0.981179   97.30%   1.0701     116.6%   1.0697      96.8%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
1236739  0.985741   97.75%   0.82202     89.5%   0.95110     86.1%  ···  cjxl_0.10.1_d0e9E4g2
1245820  0.989484   98.12%   0.77046     83.9%   0.92589     83.8%  ···  cjxl_0.10.1_d0e9E4
1280037  0.990350   98.21%   0.100876    11.0%   0.100872     9.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1230774  0.992597   98.43%   1.1275     122.8%   1.1272     102.0%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
1287082  0.995509   98.72%   0.0994001   10.8%   0.0993817    9.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1254154  1.00073    99.24%   0.86275     94.0%   0.86131     78.0%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
1261544  1.00078    99.24%   1.1620     126.6%   1.1612     105.1%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1265167  1.00347    99.51%   1.0711     116.7%   1.0720      97.0%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
1243616  1.00426    99.59%   0.97929    106.7%   1.0805      97.8%  ···  cjxl_0.10.1_d0e9g3
1251365  1.00580    99.74%   1.4526     158.2%   1.4588     132.1%  ·CR  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1258311  1.00809    99.96%   0.96536    105.1%   1.1383     103.0%  ···  cjxl_0.10.1_d0e9g2
1259259  1.00845    95.36%   0.91815     70.1%   1.1047      65.3%  M··  cjxl_0.10.1_d0e9
1299648  1.03876    98.22%   1.284       98.1%   1.460       86.3%  ··R  cjxl_0.10.1_d0e8E4g3
1308756  1.04319    98.64%   1.263       96.5%   1.627       96.2%  ··R  cjxl_0.10.1_d0e8E4
1316223  1.04405    98.72%   1.293       98.7%   1.548       91.5%  ···  cjxl_0.10.1_d0e8E4g2
1298981  1.04471    98.79%   0.69099     52.8%   0.69071     40.8%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1302338  1.04655    98.96%   0.61718     47.1%   0.61686     36.5%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1330307  1.05408    99.67%   1.0487      80.1%   1.0483      62.0%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
1325838  1.05589    99.84%   0.68573     52.4%   0.68575     40.5%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1320386  1.05752   100.00%   1.315      100.4%   1.498       88.6%  ···  cjxl_0.10.1_d0e8g3
1318938  1.05756    92.16%   1.310       48.6%   1.692       44.7%  M·R  cjxl_0.10.1_d0e8
1334598  1.06183    92.53%   1.316       48.8%   1.586       41.9%  ···  cjxl_0.10.1_d0e8g2
1349949  1.06906    93.16%   1.0429      38.7%   1.0446      27.6%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
1440455  1.13395    98.82%   2.592       96.1%   3.612       95.4%  ·CR  cjxl_0.10.1_d0e7E4
1450901  1.14246    99.56%   2.651       98.3%   3.314       87.6%  ·C·  cjxl_0.10.1_d0e7E4g3
1465980  1.14711    99.96%   2.630       97.5%   3.377       89.2%  ···  cjxl_0.10.1_d0e7E4g2
1450082  1.14754    95.47%   2.696       93.2%   3.785       92.9%  MCR  cjxl_0.10.1_d0e7
1472207  1.16090    96.58%   2.775       96.0%   3.536       86.8%  ·C·  cjxl_0.10.1_d0e7g3
1486302  1.16503    96.92%   2.740       94.7%   3.561       87.4%  ···  cjxl_0.10.1_d0e7g2
1548573  1.18845    98.87%   2.771       95.8%   3.944       96.8%  ··R  cjxl_0.10.1_d0e6E4
1541060  1.19352    99.29%   2.862       99.0%   3.917       96.1%  ·C·  cjxl_0.10.1_d0e6E4g2
1541944  1.19525    99.43%   2.859       98.9%   3.574       87.7%  ···  cjxl_0.10.1_d0e6E4g3
1558207  1.20204    93.38%   2.892       95.7%   4.076       92.3%  MCR  cjxl_0.10.1_d0e6
1561934  1.21185    94.14%   2.936       97.1%   3.928       88.9%  ·C·  cjxl_0.10.1_d0e6g2
1565637  1.21469    94.36%   2.999       99.2%   3.815       86.4%  ·C·  cjxl_0.10.1_d0e6g3
1682321  1.27193    98.81%   2.951       97.6%   4.232       95.8%  ··R  cjxl_0.10.1_d0e5E4
1682937  1.27997    99.43%   2.997       99.1%   4.026       91.1%  ···  cjxl_0.10.1_d0e5E4g2
1689088  1.28337    99.70%   3.030      100.2%   3.845       87.0%  ·C·  cjxl_0.10.1_d0e5E4g3
1693189  1.28727    89.61%   3.023       75.8%   4.417       59.0%  M·R  cjxl_0.10.1_d0e5
1709161  1.30170    90.61%   3.094       77.6%   4.191       56.0%  ·C·  cjxl_0.10.1_d0e5g2
1718952  1.30661    90.96%   3.141       78.8%   4.049       54.1%  ·C·  cjxl_0.10.1_d0e5g3
1663701  1.32647    92.34%   0.0871151    2.2%   0.0870887    1.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1882378  1.40308    97.67%   4.170      104.6%   6.180       82.6%  ·CR  cjxl_0.10.1_d0e4E4g3
1885643  1.40400    97.74%   4.081      102.3%   6.444       86.1%  ··R  cjxl_0.10.1_d0e4E4g2
1903970  1.40913    98.09%   3.897       97.7%   6.797       90.8%  ··R  cjxl_0.10.1_d0e4E4
1915001  1.43009    99.55%   4.361      109.3%   6.635       88.7%  ·C·  cjxl_0.10.1_d0e4g3
1918942  1.43129    99.63%   4.311      108.1%   6.919       92.5%  ··R  cjxl_0.10.1_d0e4g2
1937535  1.43653    92.75%   3.989       52.5%   7.481       58.6%  M·R  cjxl_0.10.1_d0e4
1919962  1.46842    94.81%   0.98527     13.0%   0.98459      7.7%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
2104925  1.54699    99.88%   6.517       85.8%  12.2         95.9%  ·CR  cjxl_0.10.1_d0e2g3
2106274  1.54748    99.92%   7.213       94.9%  11.8         92.3%  ·C·  cjxl_0.10.1_d0e2g2
2109106  1.54878    83.33%   7.597      141.2%  12.8        105%    MCR  cjxl_0.10.1_d0e2
2556250  1.85569    99.84%   5.780      107.4%  10.2         84.3%  ···  cjxl_0.10.1_d0e3g3
2558605  1.85643    99.88%   5.604      104.1%  10.6         87.5%  ···  cjxl_0.10.1_d0e3g2
2563793  1.85857    85.11%   5.381       19.6%  12.1         37.5%  M··  cjxl_0.10.1_d0e3
2938348  2.18381    ·····   27.4         ····   32.4         ····   MCR  cjxl_0.10.1_d0e1
3257573  2.43583    ·····    0.34077     ····    0.34074     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

pixel_art_scaled, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                         patches/no patches (mean)
images       Mpx (mean)     colors (mean)|     e3/e1 (mean)
|   share    |     share    |      colors/px (mean)  tag
31  100.00%  1.16  100.00%   2318  0.00  1.00  2.73  all
 1    3.23%  1.17    3.24%      4  0.00  0.76  0.92  comic
 3    9.68%  1.61   13.41%  22232  0.01  1.00  1.26  game
31  100.00%  1.16  100.00%   2318  0.00  1.00  2.73  pixel_art_scaled
14   45.16%  0.66   25.80%    186  0.00  0.99  2.03  watermark
28   90.32%  1.22   94.54%   2559  0.00  1.00  2.73  visibly_opaque
 3    9.68%  0.66    5.46%     65  0.00  1.00  2.74  visibly_transparent
12   38.71%  0.96   32.05%   5884  0.00  1.00  1.70  DirectClass_sRGB
11   35.48%  1.58   48.17%     86  0.00  1.00  4.44  DirectClass_sRGB_Alpha
 7   22.58%  0.86   16.78%     27  0.00  0.97  1.77  PseudoClass_sRGB
 1    3.23%  1.08    3.00%    106  0.00  1.00  3.15  PseudoClass_sRGB_Alpha
15   48.39%  0.93   38.53%   4617  0.00  1.01  1.88  source_imagemagick->exiftool
11   35.48%  1.37   41.76%    116  0.00  0.98  3.40  source_web
 5   16.13%  1.42   19.71%    265  0.00  1.01  3.85  source_web->exiftool

                                                                speed real
fastest as dense as milestone                size    speed CPU  |        compared to
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0  93.39%  162.382%   146.70%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8g3                           98.65%  204.51%    108.11%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e1                             75.02%  914%       362%     cjxl_0.10.1_d0e3

                                       Mpx/s CPU % of denser milestone
                                       |                  Mpx/s real % of denser milestone
                                       |                  |       milestone
                                       |                  |       |Pareto front for bpp and CPU time
                    bpp % of denser milestone             |       ||Pareto front for bpp and real time
B        bpp (mean) |       Mpx/s CPU (mean)   Mpx/s real (mean)  |||  best of
1377110  0.2851029  93.20%   0.533309  120.7%   0.533310  108.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3num_threads0
1377932  0.2851894  93.23%   0.523634  118.6%   0.523619  106.9%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
1379473  0.2852578  93.25%   0.543043  123.0%   0.542896  110.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1379653  0.2853368  93.28%   0.547367  123.9%   0.547336  111.8%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1381018  0.2853487  93.28%   0.542435  122.8%   0.542423  110.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1377016  0.2856862  93.39%   0.717191  162.4%   0.718301  146.7%  ·CR  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1383222  0.2857888  93.42%   0.558961  126.6%   0.558916  114.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1385434  0.2859189  93.47%   0.568519  128.7%   0.568518  116.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1383606  0.2859224  93.47%   0.558683  126.5%   0.558673  114.1%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1385818  0.2860525  93.51%   0.568687  128.8%   0.568651  116.1%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1392585  0.2869274  93.80%   0.533619  120.8%   0.533561  109.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1393690  0.2900433  94.82%   0.157019   35.6%   0.157007   32.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
1403230  0.2927912  95.71%   0.161923   36.7%   0.161918   33.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
1417414  0.2953215  96.54%   0.313771   71.0%   0.313550   64.0%  ···  cjxl_0.10.1_d0e10E3num_threads0
1420336  0.2957085  96.67%   0.516645  117.0%   0.516621  105.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1429194  0.2966497  96.98%   0.304095   68.9%   0.304083   62.1%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
1423357  0.2966881  96.99%   0.443946  100.5%   0.443933   90.7%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
1430555  0.2968003  97.02%   0.305566   69.2%   0.305532   62.4%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1414044  0.3007704  98.32%   0.165646   37.5%   0.165635   33.8%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1500776  0.3024800  98.88%   0.307412   69.6%   0.307411   62.8%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
1481573  0.3036432  99.26%   0.248877   56.3%   0.248866   50.8%  ···  cjxl_0.10.1_d0e10I100num_threads0
1518495  0.3042428  99.46%   0.347611   78.7%   0.347516   71.0%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1473073  0.3044634  99.53%   0.422156   95.6%   0.422151   86.2%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1476326  0.3044988  99.54%   0.157830   35.7%   0.157824   32.2%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1494900  0.3059022  86.72%   0.441669   37.4%   0.48965    14.5%  M··  cjxl_0.10.1_d0e10
1480884  0.3061000  86.78%   0.413273   35.0%   0.413248   12.2%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
1527717  0.3064817  86.89%   0.333878   28.3%   0.333878    9.9%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
1462355  0.3095268  87.75%   0.178580   15.1%   0.178576    5.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1458447  0.3096661  87.79%   0.175795   14.9%   0.175788    5.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1489936  0.3098308  87.84%   0.293494   24.9%   0.293481    8.7%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1539350  0.3106171  88.06%   1.5716    133.1%   2.3463     69.4%  ·CR  cjxl_0.10.1_d0e9E4g3
1475479  0.3108611  88.13%   0.546294   46.3%   0.546236   16.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1476548  0.3108898  88.14%   0.571983   48.4%   0.571943   16.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1529028  0.3115867  88.34%   2.0505    173.6%   2.0509     60.7%  ·C·  cjxl_0.10.1_d0e10P5I100g3num_threads0
1482475  0.3115926  88.34%   0.556766   47.1%   0.556723   16.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1484394  0.3117211  88.37%   0.58301    49.4%   0.58294    17.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1615205  0.3211938  91.06%   1.0437     88.4%   1.0435     30.9%  ···  cjxl_0.10.1_d0e10g3num_threads0
1615205  0.3211938  91.06%   0.99825    84.5%   1.0685     31.6%  ···  cjxl_0.10.1_d0e10g3
1657547  0.3276197  92.88%   1.5234    129.0%   1.5232     45.1%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
1663236  0.3295053  93.42%   1.8141    153.6%   2.7354     80.9%  ··R  cjxl_0.10.1_d0e9g3
1663354  0.3328466  94.36%   2.3510    199.1%   3.5809    105.9%  ·CR  cjxl_0.10.1_d0e8E4g3
1521126  0.3351640  95.02%   0.170741   14.5%   0.170736    5.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1611438  0.3374645  95.67%   1.8272    154.7%   1.8278     54.1%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
1725467  0.3381565  95.87%   1.2266    103.9%   2.8067     83.0%  ···  cjxl_0.10.1_d0e9E4g2
1618617  0.3382064  95.88%   2.1971    186.0%   2.1949     64.9%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1763726  0.3445354  97.68%   0.91969    77.9%   2.5281     74.8%  ···  cjxl_0.10.1_d0e9E4
1753225  0.3479829  98.65%   2.4154    204.5%   3.6544    108.1%  ·CR  cjxl_0.10.1_d0e8g3
1661757  0.3485404  98.81%   1.4363    121.6%   1.4362     42.5%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
1664573  0.3491044  98.97%   1.6330    138.3%   1.6329     48.3%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1821608  0.3512070  99.57%   1.5120    128.0%   3.4624    102.4%  ···  cjxl_0.10.1_d0e9g2
1826062  0.3527280  96.24%   1.1811     58.5%   3.3802     58.8%  M··  cjxl_0.10.1_d0e9
1818674  0.3574911  97.54%   2.1255    105.2%   4.8353     84.1%  ··R  cjxl_0.10.1_d0e8E4g2
1847137  0.3606833  98.41%   1.9266     95.4%   5.1559     89.7%  ··R  cjxl_0.10.1_d0e8E4
1881002  0.3664981  84.58%   2.0203     54.0%   5.7462     61.2%  M·R  cjxl_0.10.1_d0e8
1893088  0.3682534  84.99%   2.1265     56.9%   4.5704     48.7%  ···  cjxl_0.10.1_d0e8g2
2047014  0.4148094  95.73%   1.5355     41.1%   1.5355     16.4%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
2056131  0.4162913  96.08%   1.7258     46.1%   1.7251     18.4%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
2279826  0.4255944  98.22%   3.4267     91.6%   8.265      88.0%  ·CR  cjxl_0.10.1_d0e7E4
2325386  0.4332913  90.49%   3.7396     95.7%   9.387      96.2%  MCR  cjxl_0.10.1_d0e7
2480731  0.4572023  95.49%   3.6725     94.0%   7.815      80.1%  ···  cjxl_0.10.1_d0e7E4g2
2533300  0.4626121  96.62%   3.8466     98.4%   6.030      61.8%  ·C·  cjxl_0.10.1_d0e7E4g3
2490041  0.4653807  97.19%   3.5512     90.9%   8.147      83.5%  ···  cjxl_0.10.1_d0e6E4
2584132  0.4725783  98.70%   3.7912     97.0%   7.850      80.4%  ···  cjxl_0.10.1_d0e7g2
2221276  0.4772392  99.67%   1.7457     44.7%   1.7452     17.9%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
2561516  0.4788196  93.61%   3.908      93.6%   9.762      95.5%  MCR  cjxl_0.10.1_d0e6
2665303  0.4837870  94.58%   4.122      98.7%   6.386      62.5%  ·C·  cjxl_0.10.1_d0e7g3
2282298  0.4893391  95.66%   1.6480     39.5%   1.6471     16.1%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
2634820  0.4943135  96.64%   3.862      92.5%   9.483      92.7%  ···  cjxl_0.10.1_d0e5E4
2697446  0.4945179  96.68%   4.051      97.0%   6.196      60.6%  ···  cjxl_0.10.1_d0e6E4g3
2709148  0.4967583  97.11%   3.7616     90.1%   7.763      75.9%  ···  cjxl_0.10.1_d0e6E4g2
2084847  0.4970907  97.18%   0.117908    2.8%   0.117901    1.2%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
2727603  0.5115164  75.29%   4.177      74.1%  10.22       77.4%  MCR  cjxl_0.10.1_d0e5
2863821  0.5190302  76.40%   3.962      70.3%   8.015      60.7%  ···  cjxl_0.10.1_d0e6g2
2886436  0.5248592  77.26%   4.216      74.8%   6.435      48.7%  ·C·  cjxl_0.10.1_d0e6g3
2904874  0.5355180  78.83%   3.957      70.2%   8.147      61.7%  ···  cjxl_0.10.1_d0e5E4g2
2894872  0.5361299  78.92%   4.159      73.8%   6.236      47.2%  ···  cjxl_0.10.1_d0e5E4g3
3118863  0.5664029  83.37%   4.171      74.0%   8.754      66.3%  ···  cjxl_0.10.1_d0e5g2
3140402  0.5745888  84.58%   4.322      76.7%   6.661      50.4%  ·C·  cjxl_0.10.1_d0e5g3
3411976  0.6154209  90.59%   5.797     102.9%   8.410      63.6%  ·C·  cjxl_0.10.1_d0e4E4g3
3492377  0.6269936  92.29%   5.5733     98.9%  10.60       80.2%  ··R  cjxl_0.10.1_d0e4E4g2
3487338  0.6294490  92.65%   5.2056     92.4%  11.70       88.6%  ··R  cjxl_0.10.1_d0e4E4
3719394  0.6620863  97.46%   6.259     111.1%   9.346      70.7%  ·C·  cjxl_0.10.1_d0e4g3
3820358  0.6793661  90.71%   5.633      52.2%  13.21       46.3%  M·R  cjxl_0.10.1_d0e4
3848598  0.6796360  90.75%   5.909      54.8%  11.67       40.9%  ···  cjxl_0.10.1_d0e4g2
3059652  0.7310463  97.61%   1.4098     13.1%   1.4096      4.9%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
4305922  0.7425988  99.15%  11.16      103.5%  21.75       76.3%  ·CR  cjxl_0.10.1_d0e2g3
4317163  0.7445479  99.41%  10.55       97.8%  24.43       85.7%  ··R  cjxl_0.10.1_d0e2g2
4346707  0.7489478  73.10%  10.78       14.3%  28.51       31.3%  M·R  cjxl_0.10.1_d0e2
5463839  1.024495   75.02%  75.4       914%    91.0       362%    MCR  cjxl_0.10.1_d0e1
6199206  1.358489   99.48%   9.253     112.2%  16.47       65.6%  ···  cjxl_0.10.1_d0e3g3
6211056  1.360500   99.63%   8.659     105.0%  21.72       86.5%  ···  cjxl_0.10.1_d0e3g2
6248624  1.365563    ····    8.246      ····   25.10       ····   M··  cjxl_0.10.1_d0e3

pixel_art_scaled (not game), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                       patches/no patches (mean)
images       Mpx (mean)     colors (mean)    e3/e1 (mean)
|   share    |     share    |    colors/px (mean)  tag
28  100.00%  1.11  100.00%  184  0.00  1.00  2.89  all
 1    3.57%  1.17    3.74%    4  0.00  0.76  0.92  comic
28  100.00%  1.11  100.00%  184  0.00  1.00  2.89  pixel_art_scaled
14   50.00%  0.66   29.80%  186  0.00  0.99  2.03  watermark
25   89.29%  1.17   93.70%  198  0.00  1.00  2.91  visibly_opaque
 3   10.71%  0.66    6.30%   65  0.00  1.00  2.74  visibly_transparent
 9   32.14%  0.75   21.52%  435  0.00  1.00  1.84  DirectClass_sRGB
11   39.29%  1.58   55.63%   86  0.00  1.00  4.44  DirectClass_sRGB_Alpha
 7   25.00%  0.86   19.38%   27  0.00  0.97  1.77  PseudoClass_sRGB
 1    3.57%  1.08    3.46%  106  0.00  1.00  3.15  PseudoClass_sRGB_Alpha
12   42.86%  0.75   29.01%  213  0.00  1.01  2.03  source_imagemagick->exiftool
11   39.29%  1.37   48.23%  116  0.00  0.98  3.40  source_web
 5   17.86%  1.42   22.77%  265  0.00  1.01  3.85  source_web->exiftool

                                                                speed real
fastest as dense as milestone                size    speed CPU  |        compared to
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0  84.55%  164.07%    148.08%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e9g2                           98.59%  129.74%    102.78%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2g2                           99.27%  178.1%     170.6%   cjxl_0.10.1_d0e4
cjxl_0.10.1_d0e1                             51.73%  888%       373%     cjxl_0.10.1_d0e3

                                      Mpx/s CPU % of denser milestone
                                      |                  Mpx/s real % of denser milestone
                                      |                  |       milestone
                                      |                  |       |Pareto front for bpp and CPU time
                   bpp % of denser milestone             |       ||Pareto front for bpp and real time
B        bpp (mean)|       Mpx/s CPU (mean)   Mpx/s real (mean)  |||  best of
 368106  0.141849  81.74%   0.323301   68.5%   0.323280   61.8%  ·CR  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
 368318  0.141996  81.82%   0.319001   67.6%   0.319001   60.9%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
 372031  0.143577  82.74%   0.312389   66.2%   0.312389   59.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
 382684  0.146733  84.55%   0.773983  164.1%   0.775212  148.1%  ·CR  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 409657  0.156057  89.93%   0.555833  117.8%   0.555807  106.2%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 409956  0.156791  90.35%   0.475809  100.9%   0.475796   90.9%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 431703  0.162622  93.71%   0.449597   95.3%   0.449592   85.9%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 431960  0.163375  94.14%   0.439804   93.2%   0.439779   84.0%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
 448317  0.167682  96.63%   0.164756   34.9%   0.164743   31.5%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 458311  0.167796  96.69%   0.289882   61.5%   0.289868   55.4%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
 448837  0.168044  96.83%   0.164275   34.8%   0.164269   31.4%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
 457012  0.172789  99.57%   0.264641   56.1%   0.264629   50.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
 457012  0.172789  99.57%   0.172133   36.5%   0.172128   32.9%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 457058  0.172821  99.59%   0.172965   36.7%   0.172954   33.0%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 459157  0.173186  99.80%   0.58072   123.1%   0.58072   110.9%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 459200  0.173216  99.82%   0.58109   123.2%   0.58103   111.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 459696  0.173271  99.85%   0.56986   120.8%   0.56984   108.8%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
 461520  0.173358  99.90%   0.59149   125.4%   0.59133   113.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 461563  0.173388  99.91%   0.59073   125.2%   0.59071   112.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 460588  0.173405  99.92%   0.60880   129.1%   0.60879   116.3%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 461098  0.173413  99.93%   0.59620   126.4%   0.59616   113.9%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 460631  0.173435  99.94%   0.60914   129.1%   0.60910   116.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 459362  0.173537  94.81%   0.47173    37.5%   0.52351    14.2%  M··  cjxl_0.10.1_d0e10
 459362  0.173537  94.81%   0.33504    26.7%   0.33479     9.1%  ···  cjxl_0.10.1_d0e10E3num_threads0
 462800  0.173549  94.82%   0.61988    49.3%   0.61984    16.9%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 462843  0.173579  94.83%   0.61971    49.3%   0.61971    16.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 461002  0.174473  95.32%   0.58723    46.7%   0.58716    16.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 463365  0.174645  95.42%   0.59753    47.6%   0.59748    16.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 462433  0.174692  95.44%   0.61543    49.0%   0.61539    16.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 464645  0.174836  95.52%   0.62684    49.9%   0.62677    17.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 469318  0.177150  96.78%   0.329207   26.2%   0.329195    9.0%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 470741  0.177426  96.94%   0.33102    26.3%   0.33098     9.0%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 455222  0.177436  96.94%   2.2264    177.2%   2.2269     60.6%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
 455679  0.177553  97.01%   1.6524    131.5%   1.6521     44.9%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 460759  0.177624  97.04%   1.7039    135.6%   2.5586     69.6%  ··R  cjxl_0.10.1_d0e9E4g3
 469503  0.178323  97.43%   1.1355     90.4%   1.1352     30.9%  ···  cjxl_0.10.1_d0e10g3num_threads0
 469503  0.178323  97.43%   1.0852     86.4%   1.1622     31.6%  ···  cjxl_0.10.1_d0e10g3
 463338  0.179423  98.03%   1.9651    156.4%   2.9807     81.1%  ··R  cjxl_0.10.1_d0e9g3
 470236  0.180449  98.59%   1.6301    129.7%   3.7791    102.8%  ··R  cjxl_0.10.1_d0e9g2
 470236  0.180449  98.59%   1.3231    105.3%   3.0665     83.4%  ···  cjxl_0.10.1_d0e9E4g2
 491549  0.183035  95.34%   1.2564     58.7%   3.6768     59.0%  M··  cjxl_0.10.1_d0e9
 491549  0.183035  95.34%   0.97918    45.7%   2.7521     44.1%  ···  cjxl_0.10.1_d0e9E4
 487544  0.187594  97.71%   2.5344    118.4%   3.888      62.4%  ·CR  cjxl_0.10.1_d0e8E4g3
 490706  0.189800  98.86%   2.6008    121.5%   3.964      63.6%  ·CR  cjxl_0.10.1_d0e8g3
 495446  0.190458  99.21%   2.2794    106.4%   5.262      84.4%  ··R  cjxl_0.10.1_d0e8E4g2
 495446  0.190458  99.21%   2.2741    106.2%   4.960      79.6%  ···  cjxl_0.10.1_d0e8g2
 512847  0.191982  92.87%   2.1414     54.5%   6.235      61.9%  M·R  cjxl_0.10.1_d0e8
 512847  0.191982  92.87%   2.0480     52.1%   5.597      55.6%  ···  cjxl_0.10.1_d0e8E4
 538864  0.199473  96.50%   0.187984    4.8%   0.187981    1.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 539043  0.200183  96.84%   0.185041    4.7%   0.185034    1.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 560575  0.205845  99.58%   1.9786     50.3%   1.9793     19.7%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 562972  0.206089  99.70%   2.3871     60.7%   2.3847     23.7%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 551383  0.206698  99.99%   3.617      92.0%   8.890      88.3%  ·CR  cjxl_0.10.1_d0e7E4
 551405  0.206716  92.10%   3.931      96.4%  10.07       96.8%  MCR  cjxl_0.10.1_d0e7
 551912  0.207801  92.59%   1.5491     38.0%   1.5489     14.9%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 554040  0.208404  92.85%   1.7660     43.3%   1.7658     17.0%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 582149  0.219531  97.81%   3.901      95.7%   8.420      80.9%  ···  cjxl_0.10.1_d0e7E4g2
 582582  0.219680  97.88%   4.000      98.1%   8.401      80.8%  ·C·  cjxl_0.10.1_d0e7g2
 592290  0.222378  99.08%   4.088     100.3%   6.469      62.2%  ·C·  cjxl_0.10.1_d0e7E4g3
 596603  0.224441  93.85%   4.077      93.8%  10.40       95.9%  M·R  cjxl_0.10.1_d0e6
 596614  0.224450  93.85%   3.714      85.4%   8.674      80.0%  ···  cjxl_0.10.1_d0e6E4
 595357  0.224518  93.88%   4.371     100.6%   6.833      63.0%  ·C·  cjxl_0.10.1_d0e7g3
 585517  0.226316  94.63%   0.179773    4.1%   0.179768    1.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 612054  0.232771  97.33%   3.965      91.2%   8.300      76.5%  ···  cjxl_0.10.1_d0e6E4g2
 612093  0.232783  97.34%   4.161      95.7%   8.541      78.7%  ···  cjxl_0.10.1_d0e6g2
 623733  0.237186  99.18%   4.287      98.6%   6.618      61.0%  ···  cjxl_0.10.1_d0e6E4g3
 623989  0.237398  99.27%   1.6579     38.1%   1.6579     15.3%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 627573  0.238294  99.64%   1.8685     43.0%   1.8677     17.2%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 626059  0.238808  99.86%   4.447     102.3%   6.851      63.2%  ·C·  cjxl_0.10.1_d0e6g3
 630737  0.239152  79.50%   4.346      73.5%  10.85       77.7%  M·R  cjxl_0.10.1_d0e5
 630765  0.239177  79.51%   4.033      68.2%  10.11       72.4%  ···  cjxl_0.10.1_d0e5E4
 659850  0.251163  83.49%   4.159      70.3%   8.691      62.3%  ···  cjxl_0.10.1_d0e5E4g2
 659852  0.251163  83.49%   4.360      73.7%   9.292      66.6%  ···  cjxl_0.10.1_d0e5g2
 677467  0.257626  85.64%   4.387      74.2%   6.638      47.6%  ···  cjxl_0.10.1_d0e5E4g3
 679827  0.259273  86.19%   4.533      76.6%   7.063      50.6%  ·C·  cjxl_0.10.1_d0e5g3
 822425  0.291092  96.76%   6.107     103.2%   8.893      63.7%  ·C·  cjxl_0.10.1_d0e4E4g3
 820770  0.292426  97.21%   5.875      99.3%  11.21       80.3%  ··R  cjxl_0.10.1_d0e4E4g2
 843098  0.294676  97.95%   6.526     110.3%   9.805      70.2%  ·C·  cjxl_0.10.1_d0e4g3
 843348  0.296242  98.47%   6.161     104.2%  12.26       87.9%  ··R  cjxl_0.10.1_d0e4g2
 835108  0.297285  98.82%   5.518      93.3%  12.44       89.1%  ··R  cjxl_0.10.1_d0e4E4
 831615  0.297346  98.84%  11.06      187.0%  21.59      154.7%  ·CR  cjxl_0.10.1_d0e2g3
 837011  0.298639  99.27%  10.53      178.1%  23.81      170.6%  ··R  cjxl_0.10.1_d0e2g2
 856860  0.300832  99.61%   5.916      53.5%  13.96       49.8%  M··  cjxl_0.10.1_d0e4
 857490  0.302013  59.22%  11.06       14.5%  28.0        30.2%  MCR  cjxl_0.10.1_d0e2
 871449  0.317002  62.16%   1.8915      2.5%   1.8909      2.0%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 899217  0.324122  63.55%   1.7860      2.3%   1.7850      1.9%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 951447  0.357431  70.08%   0.109251    0.1%   0.109248    0.1%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1294575  0.510012  51.73%  76.4       888%    92.7       373%    MCR  cjxl_0.10.1_d0e1
1438792  0.554978  56.29%   1.5267     17.7%   1.5265      6.1%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
2843493  0.980215  99.43%   9.352     108.7%  16.69       67.2%  ···  cjxl_0.10.1_d0e3g3
2849654  0.981557  99.56%   8.833     102.7%  21.60       87.0%  ···  cjxl_0.10.1_d0e3g2
2879119  0.985880   ····    8.602      ····   24.83       ····   M··  cjxl_0.10.1_d0e3

machine_learning, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                          patches/no patches (mean)
images       Mpx (mean)     colors (mean) |     e3/e1 (mean)
|   share    |     share    |       colors/px (mean)  tag
49  100.00%  1.50  100.00%  242843  0.24  1.00  0.83  all
 6   12.24%  1.66   13.53%  302073  0.18  1.00  0.82  digital_painting_like
49  100.00%  1.50  100.00%  242843  0.24  1.00  0.83  machine_learning
20   40.82%  1.53   41.51%  258303  0.22  1.00  0.82  photo_like
48   97.96%  1.50   97.87%  232887  0.23  1.00  0.83  visibly_opaque
 1    2.04%  1.57    2.13%  720731  0.46  1.00  0.82  visibly_transparent
48   97.96%  1.50   97.87%  232887  0.23  1.00  0.83  DirectClass_sRGB
 1    2.04%  1.57    2.13%  720731  0.46  1.00  0.82  DirectClass_sRGB_Alpha
27   55.10%  1.41   51.82%  230894  0.28  1.00  0.84  source_imagemagick->exiftool
22   44.90%  1.61   48.18%  257507  0.19  1.00  0.81  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e7E4g3  99.68%  1036.0%    1328.5%     cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4g2  99.55%   380.27%    317.84%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7g2    99.57%   357.10%    311.03%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e5E4g2  99.23%   117.15%    101.03%    cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4    99.95%   120.44%    114.47%    cjxl_0.10.1_d0e5

                                                                   Mpx/s real % of denser milestone
                                                                   |        milestone
                       bpp % of denser milestone                   |        |Pareto front for bpp and CPU time
                       |                     Mpx/s CPU % of denser milestone||Pareto front for bpp and real time
B          bpp (mean)  |        Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
 60528018   7.1299438   98.15%   0.04030723    45.9%   0.04030557    42.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 60528831   7.1300734   98.15%   0.04036298    46.0%   0.04036055    42.2%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 60528831   7.1300734   98.15%   0.04034631    45.9%   0.04034428    42.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 60532489   7.1304467   98.15%   0.04031422    45.9%   0.04031269    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 60532489   7.1304467   98.15%   0.04028739    45.9%   0.04028533    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 60532968   7.1305351   98.15%   0.04034098    45.9%   0.04033862    42.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 60532968   7.1305351   98.15%   0.04032050    45.9%   0.04031853    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 60532949   7.1305366   98.15%   0.04033947    45.9%   0.04033769    42.2%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 60532949   7.1305366   98.15%   0.04030995    45.9%   0.04030781    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 60532949   7.1305366   98.15%   0.04030883    45.9%   0.04030668    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 60532949   7.1305366   98.15%   0.04030398    45.9%   0.04030266    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 60533522   7.1314196   98.17%   0.04073509    46.4%   0.04073309    42.6%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 60533522   7.1314196   98.17%   0.04072069    46.4%   0.04071846    42.6%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 60595993   7.1363148   98.23%   0.04026064    45.8%   0.04025843    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 60595993   7.1363148   98.23%   0.04024930    45.8%   0.04024736    42.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 60595993   7.1363148   98.23%   0.04021009    45.8%   0.04020835    42.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 60595993   7.1363148   98.23%   0.04019858    45.8%   0.04019672    42.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 60849673   7.1578242   98.53%   0.04400339    50.1%   0.04400066    46.0%  ·CR  cjxl_0.10.1_d0e10E3I100g2num_threads0
 60849673   7.1578242   98.53%   0.04397455    50.1%   0.04397309    46.0%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 60817930   7.1804054   98.84%   0.175877     200.3%   0.240058     250.9%  ·CR  cjxl_0.10.1_d0e9E4g3
 61325343   7.1937043   99.02%   0.04296010    48.9%   0.04295753    44.9%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 61010904   7.2010413   99.13%   0.160378     182.6%   0.160373     167.6%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 61280345   7.2078926   99.22%   0.184802     210.4%   0.381227     398.5%  ·CR  cjxl_0.10.1_d0e9E4g2
 61472002   7.2146816   99.31%   0.06732694    76.7%   0.06731472    70.4%  ···  cjxl_0.10.1_d0e10E3num_threads0
 61213967   7.2356460   99.60%   0.211963     241.3%   0.291849     305.0%  ·C·  cjxl_0.10.1_d0e9g3
 61398768   7.2412873   99.68%   0.90991     1036.0%   1.2710      1328.5%  ·CR  cjxl_0.10.1_d0e7E4g3
 61704138   7.2433673   99.71%   0.06080450    69.2%   0.06079923    63.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
 61493016   7.2515172   99.82%   0.259957     296.0%   0.354719     370.8%  ···  cjxl_0.10.1_d0e8E4g3
 61362024   7.2551011   99.87%   0.196417     223.6%   0.196406     205.3%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 61982924   7.2590295   99.92%   0.186884     212.8%   0.463701     484.7%  ···  cjxl_0.10.1_d0e9E4
 61227255   7.2593023   99.93%   0.0837309     95.3%   0.0837252     87.5%  ···  cjxl_0.10.1_d0e10g3num_threads0
 61227255   7.2593023   99.93%   0.0834714     95.0%   0.0852723     89.1%  ···  cjxl_0.10.1_d0e10g3
 61645698   7.2597640   99.93%   0.221996     252.8%   0.452566     473.0%  ···  cjxl_0.10.1_d0e9g2
 61609944   7.2618384   99.96%   0.270593     308.1%   0.550743     575.6%  ···  cjxl_0.10.1_d0e8E4g2
 61857691   7.2646009   99.48%   0.0878261     38.8%   0.0956745     17.0%  M··  cjxl_0.10.1_d0e10
 61661479   7.2694639   99.55%   0.86122      380.3%   1.7939       317.8%  ··R  cjxl_0.10.1_d0e7E4g2
 62151593   7.2754602   99.63%   0.04183082    18.5%   0.04182874     7.4%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 61632744   7.2776893   99.66%   1.1443       505.3%   1.6299       288.8%  ·C·  cjxl_0.10.1_d0e7g3
 61709437   7.2860953   99.78%   0.278055     122.8%   0.380596      67.4%  ···  cjxl_0.10.1_d0e8g3
 61830836   7.2942007   99.89%   0.288617     127.4%   0.585230     103.7%  ···  cjxl_0.10.1_d0e8g2
 62269574   7.3024143  100.00%   0.286199     126.4%   0.697199     123.5%  ···  cjxl_0.10.1_d0e8E4
 62292322   7.3024281   99.56%   0.226477      74.3%   0.564387      75.7%  M··  cjxl_0.10.1_d0e9
 62174052   7.3034763   99.57%   0.186566      61.2%   0.186559      25.0%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 61898787   7.3035435   99.57%   1.0891       357.1%   2.3190       311.0%  ··R  cjxl_0.10.1_d0e7g2
 62134297   7.3184777   99.78%   1.2570       412.2%   1.7848       239.4%  ·C·  cjxl_0.10.1_d0e6E4g3
 62449890   7.3257462   99.87%   0.761050     249.5%   1.9378       259.9%  ···  cjxl_0.10.1_d0e7E4
 62497590   7.3349465   99.66%   0.304983      32.9%   0.745595      30.6%  M··  cjxl_0.10.1_d0e8
 62029777   7.3422682   99.76%   0.210730      22.7%   0.210711       8.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 62029777   7.3422682   99.76%   0.209707      22.6%   0.209689       8.6%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 62014739   7.3584870   99.98%   0.196986      21.2%   0.196975       8.1%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 62014739   7.3584870   99.98%   0.196032      21.1%   0.196020       8.0%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 62679795   7.3599324   97.82%   0.92804       70.8%   2.4354        71.6%  M·R  cjxl_0.10.1_d0e7
 62169056   7.3692692   97.94%   0.194465      14.8%   0.194441       5.7%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 62189934   7.3768821   98.04%   0.210628      16.1%   0.210614       6.2%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 62189934   7.3768821   98.04%   0.209705      16.0%   0.209696       6.2%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 62565466   7.3793469   98.07%   1.6112       123.0%   2.3473        69.0%  ·C·  cjxl_0.10.1_d0e6g3
 63065269   7.3842707   98.14%   1.1882        90.7%   2.5346        74.5%  ··R  cjxl_0.10.1_d0e6E4g2
 62259336   7.3869216   98.18%   0.193880      14.8%   0.193869       5.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 63310609   7.4265633   98.70%   1.6552       126.4%   2.4218        71.2%  ·C·  cjxl_0.10.1_d0e5E4g3
 63504011   7.4414498   98.90%   1.5046       114.9%   3.2837        96.5%  ··R  cjxl_0.10.1_d0e6g2
 63806994   7.4661254   99.23%   1.5346       117.1%   3.4376       101.0%  ··R  cjxl_0.10.1_d0e5E4g2
 63883401   7.4688141   99.26%   1.0229        78.1%   2.6238        77.1%  ···  cjxl_0.10.1_d0e6E4
 63953352   7.5147114   99.87%   2.0548       156.9%   3.0290        89.0%  ·C·  cjxl_0.10.1_d0e5g3
 64281207   7.5242066   99.03%   1.3100        75.9%   3.4026        74.5%  M··  cjxl_0.10.1_d0e6
 64373445   7.5279852   99.08%   1.3365        77.4%   3.4337        75.2%  ···  cjxl_0.10.1_d0e5E4
 64430205   7.5483943   99.35%   1.9231       111.4%   4.2285        92.6%  ··R  cjxl_0.10.1_d0e5g2
 64244316   7.5491080   99.36%   2.4358       141.2%   3.5924        78.6%  ·C·  cjxl_0.10.1_d0e4E4g3
 64508384   7.5688355   99.62%   2.3161       134.2%   5.0352       110.2%  ··R  cjxl_0.10.1_d0e4E4g2
 64656895   7.5940745   99.95%   2.0783       120.4%   5.2288       114.5%  ··R  cjxl_0.10.1_d0e4E4
 64903839   7.5977824   99.17%   1.7256        59.9%   4.5680        63.9%  M··  cjxl_0.10.1_d0e5
 64901665   7.6308805   99.60%   3.0827       107.0%   4.5581        63.8%  ·C·  cjxl_0.10.1_d0e4g3
 65084714   7.6424147   99.75%   2.9734       103.2%   6.3912        89.4%  ··R  cjxl_0.10.1_d0e4g2
 65165090   7.6615707   99.37%   2.8807        55.8%   7.1483        33.3%  M·R  cjxl_0.10.1_d0e4
 65614706   7.6892746   99.73%   7.166        138.8%  12.06          56.1%  ·CR  cjxl_0.10.1_d0e3g3
 65657170   7.6958576   99.82%   6.4064       124.1%  17.47          81.3%  ··R  cjxl_0.10.1_d0e3g2
 65786758   7.7098585   90.31%   5.1619        61.8%  21.49          86.2%  M·R  cjxl_0.10.1_d0e3
 67662362   7.7444612   90.72%   0.04364155     0.5%   0.04363935     0.2%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 72164510   8.5370545   92.03%   8.357         25.4%  24.94          69.1%  MCR  cjxl_0.10.1_d0e2
 72324351   8.5388269   92.05%   9.065         27.6%  19.40          53.8%  ·C·  cjxl_0.10.1_d0e2g2
 72505502   8.5434143   92.10%  10.00          30.4%  17.19          47.7%  ·C·  cjxl_0.10.1_d0e2g3
 79223384   9.2761871   ·····   32.87         ·····   36.08         ·····   MCR  cjxl_0.10.1_d0e1
 83304347   9.6639656   ·····    0.127629     ·····    0.127608     ·····   ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 83304347   9.6639656   ·····    0.127151     ·····    0.127143     ·····   ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 83353231   9.6752334   ·····    0.145781     ·····    0.145771     ·····   ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 83353231   9.6752334   ·····    0.145397     ·····    0.145341     ·····   ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
 83634184   9.7320183   ·····    0.181672     ·····    0.181666     ·····   ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 90771737  10.398688    ·····    0.150767     ·····    0.150752     ·····   ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
101926672  12.003134    ·····    0.132386     ·····    0.132379     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
101934163  12.004065    ·····    0.132229     ·····    0.132226     ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
102062860  12.015874    ·····    0.131741     ·····    0.131734     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
102062860  12.015874    ·····    0.131681     ·····    0.131676     ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
105972443  12.549582    ·····    0.03451289   ·····    0.03451143   ·····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0

algorithmic, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone                                               size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0  94.79%  153.299%   136.916%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e9g2                                                          99.45%  125.239%   115.146%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e2                                                            96.21%  164.8%     119.8%      cjxl_0.10.1_d0e3

                                          Mpx/s CPU % of denser milestone
                                          |                   Mpx/s real % of denser milestone
                                          |                   |       milestone
                                          |                   |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone                |       ||Pareto front for bpp and real time
B         bpp (mean) |        Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
11428184  1.4751944   87.34%   0.365011   130.0%   0.364924   116.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
11432780  1.4767110   87.43%   0.340616   121.3%   0.340596   108.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
11696249  1.5198708   89.98%   0.340267   121.2%   0.340197   108.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11739659  1.5216951   90.09%   0.407081   145.0%   0.407080   129.5%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
11739123  1.5221158   90.11%   0.403138   143.5%   0.403136   128.3%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
11753655  1.5223502   90.13%   0.402886   143.5%   0.402808   128.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
11746575  1.5226959   90.15%   0.403464   143.7%   0.403459   128.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
11759338  1.5229421   90.16%   0.397414   141.5%   0.397440   126.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
11758450  1.5231262   90.17%   0.372363   132.6%   0.372298   118.4%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
11747534  1.5233340   90.19%   0.377120   134.3%   0.377055   120.0%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
11744269  1.5235819   90.20%   0.374129   133.2%   0.374084   119.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
11764209  1.5237248   90.21%   0.367815   131.0%   0.367728   117.0%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
11751721  1.5241621   90.23%   0.373457   133.0%   0.373443   118.8%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
11888539  1.5366223   90.97%   0.201335    71.7%   0.201308    64.0%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11890784  1.5377553   91.04%   0.195924    69.8%   0.195921    62.3%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
12113902  1.5652952   92.67%   0.1121905   39.9%   0.1121830   35.7%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
12220843  1.5816204   93.64%   0.207761    74.0%   0.207707    66.1%  ···  cjxl_0.10.1_d0e10E3num_threads0
12076043  1.6010347   94.79%   0.430527   153.3%   0.430359   136.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
12076771  1.6010985   94.79%   0.428462   152.6%   0.428451   136.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
12079535  1.6020215   94.84%   0.398614   141.9%   0.398652   126.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
12080376  1.6020952   94.85%   0.395278   140.7%   0.395274   125.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
12938460  1.6731162   99.05%   0.164830    58.7%   0.164828    52.4%  ···  cjxl_0.10.1_d0e10I100num_threads0
12858662  1.6890374  100.00%   0.113728    40.5%   0.113723    36.2%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
13045113  1.6891144   85.55%   0.280841    40.0%   0.314323    33.0%  M··  cjxl_0.10.1_d0e10
13179258  1.7084119   86.53%   0.655105    93.4%   0.654939    68.8%  ·C·  cjxl_0.10.1_d0e10g3num_threads0
13179258  1.7084119   86.53%   0.637520    90.9%   0.673880    70.8%  ··R  cjxl_0.10.1_d0e10g3
13923655  1.8532453   93.86%   0.860237   122.6%   0.927132    97.3%  ·CR  cjxl_0.10.1_d0e9E4g3
14022471  1.8617786   94.29%   0.728751   103.9%   0.879241    92.3%  ···  cjxl_0.10.1_d0e9E4g2
14280708  1.8930521   95.88%   0.551859    78.7%   0.698941    73.4%  ···  cjxl_0.10.1_d0e9E4
14868855  1.9612589   99.33%   0.876770   125.0%   0.876445    92.0%  ·C·  cjxl_0.10.1_d0e10P14I100g3num_threads0
14829568  1.9634996   99.45%   0.878413   125.2%   1.09664    115.1%  ·CR  cjxl_0.10.1_d0e9g2
14939687  1.9744489   89.25%   0.701390    55.9%   0.952392    53.2%  M··  cjxl_0.10.1_d0e9
14999927  1.9820332   89.60%   0.980026    78.1%   1.07345     60.0%  ·C·  cjxl_0.10.1_d0e9g3
15041752  1.9945458   90.16%   1.18488     94.4%   1.18609     66.3%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
15172314  2.0329356   91.90%   1.02466     81.7%   1.02396     57.2%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
15177001  2.0331704   91.91%   1.23872     98.7%   1.23708     69.1%  ·CR  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
15200226  2.0421336   92.31%   0.849500    67.7%   0.848820    47.4%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
15201354  2.0421749   92.32%   0.946271    75.4%   0.945783    52.9%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
15762551  2.0826381   94.14%   0.929854    74.1%   0.929351    51.9%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
15765728  2.0829307   94.16%   1.03287     82.3%   1.03285     57.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
15781572  2.0897631   94.47%   1.2951     103.2%   1.3992      78.2%  ·CR  cjxl_0.10.1_d0e8E4g3
16091410  2.0942631   94.67%   0.125098    10.0%   0.125089     7.0%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
15917326  2.1123824   95.49%   1.1893      94.8%   1.6734      93.5%  ··R  cjxl_0.10.1_d0e8E4
15823561  2.1155826   95.63%   1.2551     100.0%   1.5644      87.4%  ···  cjxl_0.10.1_d0e8E4g2
16802714  2.2121661   88.76%   1.2549      47.7%   1.7895      43.3%  M·R  cjxl_0.10.1_d0e8
16957052  2.2246067   89.26%   1.3393      50.9%   1.4522      35.1%  ·C·  cjxl_0.10.1_d0e8g3
16820086  2.2252254   89.29%   1.3079      49.7%   1.6301      39.4%  ···  cjxl_0.10.1_d0e8g2
16764007  2.2407818   89.91%   1.02149     38.8%   1.02127     24.7%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
16811305  2.2453108   90.09%   1.02066     38.8%   1.02020     24.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
17712442  2.3685286   95.04%   2.3855      90.6%   3.5937      86.9%  ·CR  cjxl_0.10.1_d0e7E4
17709140  2.3812958   95.55%   2.6354     100.1%   3.5608      86.1%  ·C·  cjxl_0.10.1_d0e7E4g2
18754663  2.4922513   85.53%   2.6328      91.8%   4.1371      87.5%  M·R  cjxl_0.10.1_d0e7
18878769  2.5166479   86.36%   2.8396      99.0%   3.9334      83.2%  ·C·  cjxl_0.10.1_d0e7g2
18623267  2.5262868   86.70%   2.6958      94.0%   3.0924      65.4%  ···  cjxl_0.10.1_d0e7E4g3
18996215  2.5529474   87.61%   0.726483    25.3%   0.726433    15.4%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
19002052  2.5535516   87.63%   0.827282    28.8%   0.827279    17.5%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
19346660  2.6019882   89.29%   1.10914     38.7%   1.10786     23.4%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
19350301  2.6027659   89.32%   0.897419    31.3%   0.897295    19.0%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
19552544  2.6374471   90.51%   2.8724     100.1%   3.9930      84.4%  ·C·  cjxl_0.10.1_d0e6E4g2
19734824  2.6427379   90.69%   1.63987     57.2%   1.63730     34.6%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
20085856  2.6939882   92.45%   0.884852    30.8%   0.884558    18.7%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
20052628  2.6969029   92.55%   2.9301     102.2%   3.3942      71.8%  ·C·  cjxl_0.10.1_d0e7g3
20053254  2.7080242   92.93%   2.6448      92.2%   4.0778      86.2%  ···  cjxl_0.10.1_d0e6E4
20086863  2.7496567   94.36%   2.9247     102.0%   3.3944      71.8%  ···  cjxl_0.10.1_d0e6E4g3
21364445  2.8486087   97.76%   3.0966     108.0%   4.3875      92.8%  ·CR  cjxl_0.10.1_d0e6g2
21198337  2.8783702   98.78%   3.0810     107.4%   4.3264      91.5%  ···  cjxl_0.10.1_d0e5E4g2
21761129  2.9139782   91.98%   2.8682      93.5%   4.7293      91.4%  M·R  cjxl_0.10.1_d0e6
21510645  2.9198217   92.17%   2.8365      92.4%   4.5855      88.7%  ···  cjxl_0.10.1_d0e5E4
22025920  2.9974779   94.62%   3.1947     104.1%   3.7444      72.4%  ·C·  cjxl_0.10.1_d0e6g3
21888188  3.0108860   95.04%   3.1921     104.0%   3.7037      71.6%  ···  cjxl_0.10.1_d0e5E4g3
22429446  3.0320407   95.71%   0.410874    13.4%   0.410873     7.9%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
23391962  3.1393352   99.10%   3.3543     109.3%   4.8282      93.4%  ·CR  cjxl_0.10.1_d0e5g2
23581041  3.1679218   72.22%   3.0691      67.3%   5.1716      55.7%  M·R  cjxl_0.10.1_d0e5
24654708  3.2968325   75.15%   0.185582     4.1%   0.185575     2.0%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
24232988  3.3029210   75.29%   3.4860      76.5%   4.0769      43.9%  ·C·  cjxl_0.10.1_d0e5g3
24745595  3.3489327   76.34%   0.230532     5.1%   0.230524     2.5%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
24749373  3.3499543   76.36%   0.226499     5.0%   0.226493     2.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
24932724  3.3505242   76.38%   0.1658214    3.6%   0.1658171    1.8%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
24538794  3.3951668   77.40%   0.119396     2.6%   0.119389     1.3%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
27349000  3.8160440   86.99%   4.7321     103.8%   5.7860      62.4%  ·CR  cjxl_0.10.1_d0e4E4g3
27477195  3.8363330   87.45%   4.3991      96.5%   7.0539      76.0%  ··R  cjxl_0.10.1_d0e4E4g2
27880972  3.9062607   89.05%   4.0723      89.4%   7.7909      84.0%  ··R  cjxl_0.10.1_d0e4E4
30864045  4.2763027   97.48%   5.3834     118.1%   6.7130      72.4%  ·C·  cjxl_0.10.1_d0e4g3
31124904  4.3063579   98.17%   4.9882     109.4%   8.271       89.1%  ··R  cjxl_0.10.1_d0e4g2
31597495  4.3867891   80.62%   4.5576      37.8%   9.278       26.8%  M·R  cjxl_0.10.1_d0e4
38311602  5.4339866   99.86%  13.89       115.1%  22.92        66.3%  ·CR  cjxl_0.10.1_d0e2g3
38328866  5.4363702   99.91%  13.10       108.6%  28.48        82.4%  ··R  cjxl_0.10.1_d0e2g2
38365055  5.4414370   96.21%  12.06       164.8%  34.57       119.8%  M·R  cjxl_0.10.1_d0e2
42246682  5.6443803   99.80%  10.25       140.1%  15.72        54.5%  ···  cjxl_0.10.1_d0e3g3
42262309  5.6476970   99.86%   9.037      123.5%  23.31        80.8%  ···  cjxl_0.10.1_d0e3g2
42299589  5.6558255   91.12%   7.3193      10.9%  28.86        34.1%  M··  cjxl_0.10.1_d0e3
42402314  6.2071493   ·····   67.1         ····   84.7         ····   MCR  cjxl_0.10.1_d0e1

algorithmic (not jxl_art), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

                                                                  speed real
fastest as dense as milestone                  size    speed CPU  |        compared to
cjxl_0.10.1_d0e10P1I100g3patches0num_threads0  86.59%  488.86%    433.12%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e10P0I1g3patches0num_threads0    93.09%  305.90%    221.74%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4g2                           99.89%  203.2%     188.8%   cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e2                               98.82%  256.7%     332%     cjxl_0.10.1_d0e4
cjxl_0.10.1_d0e1                               42.90%  866%       309%     cjxl_0.10.1_d0e3

                                         Mpx/s CPU % of denser milestone
                                         |                   Mpx/s real % of denser milestone
                                         |                   |       milestone
                                         |                   |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
  784505  0.2102032  76.61%    0.675024  136.0%    0.675023  120.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
  786720  0.2106809  76.78%    0.641890  129.3%    0.641843  114.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
  788356  0.2125149  77.45%    0.636486  128.2%    0.636321  113.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
  860286  0.2261109  82.41%    0.76789   154.7%    0.76789   137.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
  860142  0.2261360  82.42%    0.77530   156.2%    0.77530   138.6%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
  860837  0.2262359  82.45%    0.76865   154.9%    0.76864   137.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
  861068  0.2265597  82.57%    0.76912   155.0%    0.76892   137.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
  862606  0.2266474  82.60%    0.72710   146.5%    0.72693   130.0%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
  862852  0.2266682  82.61%    0.72325   145.7%    0.72313   129.3%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
  863403  0.2267932  82.66%    0.72164   145.4%    0.72148   129.0%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
  863623  0.2271087  82.77%    0.71996   145.1%    0.71979   128.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
  873652  0.2294683  83.63%    0.75313   151.7%    0.75320   134.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
  876283  0.2300345  83.84%    0.70670   142.4%    0.70648   126.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
  884511  0.2319613  84.54%    0.371071   74.8%    0.371013   66.3%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
  887919  0.2327459  84.82%    0.363563   73.2%    0.363562   65.0%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
  889888  0.2328288  84.86%    0.80376   161.9%    0.80333   143.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
  890616  0.2329940  84.92%    0.79857   160.9%    0.79856   142.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
  890973  0.2330500  84.94%    0.75523   152.2%    0.75534   135.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
  891814  0.2332409  85.01%    0.74665   150.4%    0.74665   133.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
  904139  0.2375990  86.59%    2.42644   488.9%    2.42221   433.1%  ·CR  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
  904355  0.2376366  86.61%    1.94751   392.4%    1.94619   348.0%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
  931858  0.2447355  89.19%    0.194746   39.2%    0.194730   34.8%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
  938486  0.2464130  89.81%    0.369438   74.4%    0.369344   66.0%  ···  cjxl_0.10.1_d0e10E3num_threads0
  951834  0.2497161  91.01%    1.69270   341.0%    1.69144   302.4%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
  952815  0.2498923  91.07%    1.49412   301.0%    1.49210   266.8%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 1002852  0.2620167  95.49%    1.6706    336.6%    1.8352    328.1%  ···  cjxl_0.10.1_d0e9E4g3
 1019791  0.2631423  95.90%    1.2383    249.5%    1.2379    221.4%  ···  cjxl_0.10.1_d0e10g3num_threads0
 1019791  0.2631423  95.90%    1.2004    241.8%    1.2893    230.5%  ···  cjxl_0.10.1_d0e10g3
 1033512  0.2692290  98.12%    1.3105    264.0%    1.5956    285.3%  ···  cjxl_0.10.1_d0e9E4g2
 1052425  0.2720973  99.17%    0.284466   57.3%    0.284468   50.9%  ···  cjxl_0.10.1_d0e10I100num_threads0
 1061736  0.2743837  91.61%    0.49635    41.4%    0.55925    33.9%  M··  cjxl_0.10.1_d0e10
 1067536  0.2773382  92.59%    1.95174   162.9%    1.95143   118.3%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
 1068845  0.2777534  92.73%    2.43621   203.3%    2.43377   147.5%  ·CR  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
 1084295  0.2788327  93.09%    3.66549   305.9%    3.65885   221.7%  ·CR  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
 1076072  0.2806868  93.71%    0.94678    79.0%    1.2138     73.6%  ···  cjxl_0.10.1_d0e9E4
 1096065  0.2828194  94.42%    1.7030    142.1%    1.7022    103.2%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 1098043  0.2833268  94.59%    2.3476    195.9%    2.3508    142.5%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 1105094  0.2852197  95.22%    1.8722    156.2%    2.0992    127.2%  ···  cjxl_0.10.1_d0e9g3
 1111966  0.2871441  95.87%    0.197131   16.5%    0.197118   11.9%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
 1113888  0.2885437  96.33%    2.3291    194.4%    2.5711    155.8%  ···  cjxl_0.10.1_d0e8E4g3
 1153063  0.2888967  96.45%    0.138268   11.5%    0.138264    8.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
 1117350  0.2898146  96.76%    2.1769    181.7%    2.7522    166.8%  ···  cjxl_0.10.1_d0e8E4g2
 1126705  0.2903784  96.95%    1.5753    131.5%    1.9652    119.1%  ···  cjxl_0.10.1_d0e9g2
 1174498  0.2912514  97.24%    0.177620   14.8%    0.177611   10.8%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
 1176250  0.2919306  97.47%    0.176828   14.8%    0.176823   10.7%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
 1142051  0.2924372  97.63%    0.210720   17.6%    0.210716   12.8%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 1132924  0.2940439  98.17%    1.51533   126.5%    1.51521    91.8%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
 1133076  0.2943024  98.26%    1.73574   144.9%    1.73574   105.2%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
 1159074  0.2995235  93.61%    1.1983     55.9%    1.6501     53.3%  M··  cjxl_0.10.1_d0e9
 1163711  0.3022142  94.45%    2.0199     94.2%    2.8769     92.9%  ···  cjxl_0.10.1_d0e8E4
 1227116  0.3031926  94.76%    0.161891    7.6%    0.161877    5.2%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
 1189836  0.3048162  95.27%    0.196656    9.2%    0.196648    6.4%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 1203118  0.3092790  96.66%    2.2489    104.9%    2.8344     91.6%  ···  cjxl_0.10.1_d0e8g2
 1207955  0.3098915  96.85%    2.3962    111.8%    2.6577     85.9%  ···  cjxl_0.10.1_d0e8g3
 1198018  0.3111737  97.25%    4.600     214.6%    5.437     175.6%  ·CR  cjxl_0.10.1_d0e7E4g3
 1233262  0.3196034  99.89%    4.355     203.2%    5.844     188.8%  ··R  cjxl_0.10.1_d0e7E4g2
 1241926  0.3199645  91.95%    2.1436     49.0%    3.0953     45.5%  M··  cjxl_0.10.1_d0e8
 1275660  0.3311286  95.16%    3.960      90.5%    5.962      87.6%  ··R  cjxl_0.10.1_d0e7E4
 1287452  0.3314700  95.25%    4.861     111.1%    5.833      85.7%  ·C·  cjxl_0.10.1_d0e7g3
 1318189  0.3388770  97.38%    4.553     104.0%    6.277      92.3%  ··R  cjxl_0.10.1_d0e7g2
 1349951  0.3479884  74.68%    4.377      96.1%    6.803      92.1%  M·R  cjxl_0.10.1_d0e7
 1362714  0.3634005  77.99%    4.722     103.7%    5.688      77.0%  ···  cjxl_0.10.1_d0e6E4g3
 1431023  0.3644532  78.22%    1.70803    37.5%    1.70673    23.1%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 1434208  0.3654263  78.43%    1.91799    42.1%    1.91796    26.0%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 1488882  0.3783056  81.19%    0.69690    15.3%    0.69690     9.4%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
 1489534  0.3921814  84.17%    4.928     108.2%    6.062      82.1%  ·C·  cjxl_0.10.1_d0e6g3
 1516252  0.3996160  85.76%    4.541      99.7%    6.274      84.9%  ···  cjxl_0.10.1_d0e6E4g2
 1511270  0.4008504  86.03%    1.92912    42.4%    1.92866    26.1%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 1518065  0.4022012  86.32%    1.94012    42.6%    1.93896    26.3%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 1602580  0.4242830  91.06%    4.319      94.8%    6.606      89.4%  ···  cjxl_0.10.1_d0e6E4
 1726850  0.4474096  96.02%    4.703     103.3%    6.585      89.2%  ···  cjxl_0.10.1_d0e6g2
 1643502  0.4561260  97.89%    4.986     109.5%    6.017      81.5%  ·C·  cjxl_0.10.1_d0e5E4g3
 1786160  0.4659451  82.71%    4.553      96.6%    7.385      96.5%  M·R  cjxl_0.10.1_d0e6
 1758537  0.4832727  85.79%    4.768     101.2%    6.608      86.3%  ···  cjxl_0.10.1_d0e5E4g2
 1847971  0.5025288  89.21%    5.258     111.6%    6.398      83.6%  ·C·  cjxl_0.10.1_d0e5g3
 1854814  0.5076958  90.13%    4.473      94.9%    7.199      94.0%  ···  cjxl_0.10.1_d0e5E4
 2059793  0.5517020  97.94%    4.930     104.6%    6.983      91.2%  ···  cjxl_0.10.1_d0e5g2
 2099923  0.5633215  83.44%    4.714      25.8%    7.656      15.7%  M·R  cjxl_0.10.1_d0e5
 2000278  0.5695359  84.36%    7.715      42.3%    9.805      20.1%  ·CR  cjxl_0.10.1_d0e4E4g3
 2124862  0.5985046  88.65%    7.189      39.4%   11.50       23.6%  ··R  cjxl_0.10.1_d0e4E4g2
 2146887  0.6092735  90.25%    6.783      37.2%   13.18       27.0%  ··R  cjxl_0.10.1_d0e4E4
 2308915  0.6395787  94.74%    8.366      45.8%   10.83       22.2%  ·C·  cjxl_0.10.1_d0e4g3
 2389496  0.6695091  99.17%   20.00      109.6%   35.0        71.7%  ·CR  cjxl_0.10.1_d0e2g3
 2396314  0.6713079  99.44%   18.55      101.6%   40.1        82.2%  ··R  cjxl_0.10.1_d0e2g2
 2450967  0.6722400  99.58%    7.700      42.2%   12.79       26.2%  ···  cjxl_0.10.1_d0e4g2
 2410026  0.6751055  98.82%   18.25      256.7%   48.8       332%    M·R  cjxl_0.10.1_d0e2
 2472549  0.6831800  60.54%    7.110       7.1%   14.73       11.4%  M··  cjxl_0.10.1_d0e4
 2876861  0.7640680  67.70%    1.6656      1.7%    1.6649      1.3%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 2994137  1.128530   42.90%  101         866%    129         309%    MCR  cjxl_0.10.1_d0e1
10178058  2.630350    ····    11.61       ····    41.7        ····   M··  cjxl_0.10.1_d0e3
10207956  2.636481    ····    12.57       ····    32.0        ····   ···  cjxl_0.10.1_d0e3g2
10222586  2.639973    ····    14.90       ····    24.50       ····   ···  cjxl_0.10.1_d0e3g3

jxl_art, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone                                               size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0  95.45%  134.706%   122.121%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e9g2                                                          99.60%  113.158%   107.15%     cjxl_0.10.1_d0e9

                                         Mpx/s CPU % of denser milestone
                                         |                   Mpx/s real % of denser milestone
                                         |                   |       milestone
                                         |                   |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
10643679  2.2716703  88.05%   0.169817   117.0%   0.169676   106.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
10646060  2.2738411  88.14%   0.150926   104.0%   0.150923    94.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
10885686  2.3373516  90.60%   0.173443   119.5%   0.173441   108.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
10879517  2.3374175  90.60%   0.175237   120.7%   0.175235   109.4%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
10878837  2.3381189  90.63%   0.173479   119.5%   0.173478   108.3%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
10892587  2.3382183  90.63%   0.172293   118.7%   0.172290   107.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
10887926  2.3382706  90.64%   0.154443   106.4%   0.154442    96.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
10885738  2.3389856  90.66%   0.173533   119.6%   0.173531   108.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
10894827  2.3391373  90.67%   0.153507   105.8%   0.153505    95.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
10884928  2.3397663  90.69%   0.156765   108.0%   0.156763    97.9%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
10881417  2.3401572  90.71%   0.154315   106.3%   0.154313    96.4%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
10888318  2.3410239  90.74%   0.154227   106.3%   0.154307    96.4%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
10907893  2.3430209  90.82%   0.153759   105.9%   0.153748    96.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
11004028  2.3580755  91.40%   0.0944637   65.1%   0.0944572   59.0%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
11002865  2.3594279  91.46%   0.0903738   62.3%   0.0903703   56.4%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
11182044  2.3967587  92.90%   0.0602112   41.5%   0.0602090   37.6%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
11282357  2.4223066  93.89%   0.105965    73.0%   0.105935    66.2%  ···  cjxl_0.10.1_d0e10E3num_threads0
11186155  2.4624977  95.45%   0.195530   134.7%   0.195528   122.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
11186155  2.4624977  95.45%   0.195431   134.6%   0.195421   122.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
11188562  2.4639664  95.51%   0.174076   119.9%   0.174073   108.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
11188562  2.4639664  95.51%   0.174043   119.9%   0.174037   108.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
11886035  2.5552392  99.05%   0.0895038   61.7%   0.0894994   55.9%  ···  cjxl_0.10.1_d0e10I100num_threads0
11668826  2.5605841  99.25%   0.0615133   42.4%   0.0615106   38.4%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
11983377  2.5798708  85.17%   0.145153    37.4%   0.160110    31.2%  M··  cjxl_0.10.1_d0e10
12159467  2.6183964  86.44%   0.287878    74.1%   0.287875    56.1%  ·CR  cjxl_0.10.1_d0e10g3num_threads0
12159467  2.6183964  86.44%   0.283114    72.9%   0.286382    55.8%  ···  cjxl_0.10.1_d0e10g3
12920803  2.8551300  94.26%   0.350004    90.1%   0.355412    69.3%  ·CR  cjxl_0.10.1_d0e9E4g3
12988959  2.8644950  94.57%   0.362449    93.3%   0.428174    83.4%  ·CR  cjxl_0.10.1_d0e9E4g2
13204636  2.9082451  96.01%   0.303203    78.0%   0.374794    73.0%  ···  cjxl_0.10.1_d0e9E4
13702863  3.0169462  99.60%   0.439657   113.2%   0.54976    107.1%  ·CR  cjxl_0.10.1_d0e9g2
13772790  3.0180542  99.64%   0.356542    91.8%   0.356540    69.5%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
13780613  3.0290316  89.00%   0.388535    55.9%   0.51310     53.0%  M··  cjxl_0.10.1_d0e9
13894833  3.0503973  89.62%   0.418295    60.2%   0.427599    44.2%  ···  cjxl_0.10.1_d0e9g3
13943709  3.0719799  90.26%   0.452776    65.1%   0.452755    46.8%  ·C·  cjxl_0.10.1_d0e10P5I100g3num_threads0
14267959  3.1633091  92.94%   0.443612    63.8%   0.443302    45.8%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
14272862  3.1637153  92.95%   0.490889    70.6%   0.490885    50.7%  ·C·  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
14331520  3.1643224  92.97%   0.475574    68.4%   0.475559    49.2%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
14331528  3.1644583  92.98%   0.439888    63.3%   0.439886    45.5%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
14247411  3.1705819  93.16%   0.443630    63.8%   0.443793    45.9%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
14249520  3.1707601  93.16%   0.476296    68.5%   0.476296    49.2%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
14667684  3.2238643  94.72%   0.64401     92.6%   0.66132     68.4%  ·CR  cjxl_0.10.1_d0e8E4g3
14949359  3.2287461  94.86%   0.0711872   10.2%   0.0711759    7.4%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
14753615  3.2521180  95.55%   0.66628     95.8%   0.91567     94.7%  ·CR  cjxl_0.10.1_d0e8E4
14706211  3.2651402  95.93%   0.67463     97.0%   0.81654     84.4%  ·C·  cjxl_0.10.1_d0e8E4g2
15252737  3.3992571  99.87%   0.450012    64.7%   0.449951    46.5%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
15560788  3.4035523  88.58%   0.69533     45.3%   0.96740     39.3%  MCR  cjxl_0.10.1_d0e8
15293240  3.4057873  88.64%   0.441743    28.8%   0.441727    18.0%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
15749097  3.4301681  89.27%   0.67386     43.9%   0.69312     28.2%  ···  cjxl_0.10.1_d0e8g3
15616968  3.4315620  89.31%   0.71538     46.6%   0.87179     35.5%  ·C·  cjxl_0.10.1_d0e8g2
16436782  3.6513360  95.03%   1.3939      90.8%   2.1028      85.5%  ·CR  cjxl_0.10.1_d0e7E4
16475878  3.6793984  95.76%   1.5525     101.2%   2.1231      86.4%  ·CR  cjxl_0.10.1_d0e7E4g2
17404712  3.8423428  86.24%   1.5346      84.9%   2.4587      80.4%  M·R  cjxl_0.10.1_d0e7
17560580  3.8878370  87.26%   1.7608      97.4%   2.4580      80.4%  ·C·  cjxl_0.10.1_d0e7g2
17208995  3.9091231  87.74%   0.393263    21.8%   0.393229    12.9%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
17425249  3.9209877  88.01%   1.4971      82.8%   1.6163      52.9%  ···  cjxl_0.10.1_d0e7E4g3
17863291  3.9752200  89.22%   0.229798    12.7%   0.229795     7.5%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
17868976  3.9760418  89.24%   0.255288    14.1%   0.255284     8.4%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
18036292  4.0464519  90.82%   1.8218     100.8%   2.5570      83.6%  ·CR  cjxl_0.10.1_d0e6E4g2
18277815  4.0653953  91.25%   0.273570    15.1%   0.273020     8.9%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
18282765  4.0669241  91.28%   0.233585    12.9%   0.233582     7.6%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
18650529  4.1311226  92.72%   0.364478    20.2%   0.364474    11.9%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
18450674  4.1459353  93.06%   1.5908      88.0%   2.4860      81.3%  ···  cjxl_0.10.1_d0e6E4
18765176  4.1862495  93.96%   1.7143      94.9%   1.8589      60.8%  ···  cjxl_0.10.1_d0e7g3
18724149  4.2521142  95.44%   1.7931      99.2%   1.9502      63.8%  ···  cjxl_0.10.1_d0e6E4g3
19637595  4.3604747  97.87%   2.0850     115.4%   3.0039      98.3%  ·CR  cjxl_0.10.1_d0e6g2
19439800  4.3863945  98.45%   2.0187     111.7%   2.8900      94.5%  ···  cjxl_0.10.1_d0e5E4g2
19655831  4.4385676  99.62%   1.8064     100.0%   2.9400      96.2%  ···  cjxl_0.10.1_d0e5E4
19974969  4.4553324  92.67%   1.8072      88.9%   3.0569      84.7%  M·R  cjxl_0.10.1_d0e6
20244686  4.6194386  96.08%   2.0628     101.4%   2.2471      62.3%  ···  cjxl_0.10.1_d0e5E4g3
20536386  4.6378497  96.46%   2.1036     103.4%   2.2855      63.4%  ·C·  cjxl_0.10.1_d0e6g3
20940564  4.7029109  97.82%   0.230787    11.3%   0.230783     6.4%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
21332169  4.7685858  99.18%   2.3623     116.2%   3.472       96.2%  ·CR  cjxl_0.10.1_d0e5g2
21481118  4.8078553  71.56%   2.0335      68.9%   3.6073      61.7%  M·R  cjxl_0.10.1_d0e5
22385017  5.0661310  75.40%   2.3700      80.3%   2.6155      44.7%  ·C·  cjxl_0.10.1_d0e5g3
23427592  5.1817169  77.12%   0.200499     6.8%   0.200497     3.4%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
23571097  5.2741395  78.50%   0.263846     8.9%   0.263839     4.5%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
23573123  5.2753766  78.52%   0.257774     8.7%   0.257766     4.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
23779661  5.2782155  78.56%   0.183170     6.2%   0.183165     3.1%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
23426828  5.3520700  79.66%   0.0704511    2.4%   0.0704495    1.2%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
25348722  5.8601418  87.22%   2.8542      96.7%   3.2556      55.7%  ·C·  cjxl_0.10.1_d0e4E4g3
25352333  5.8749658  87.44%   2.6422      89.6%   4.254       72.7%  ··R  cjxl_0.10.1_d0e4E4g2
25734085  5.9821415  89.04%   2.3658      80.2%   4.397       75.2%  ··R  cjxl_0.10.1_d0e4E4
28555130  6.5660919  97.73%   3.506      118.8%   4.120       70.4%  ·C·  cjxl_0.10.1_d0e4g3
28673937  6.5945061  98.15%   3.2810     111.2%   5.427       92.8%  ··R  cjxl_0.10.1_d0e4g2
29124946  6.7186911  88.86%   2.9503      63.9%   5.849       28.2%  M·R  cjxl_0.10.1_d0e4
32024096  7.5360443  99.67%   7.324      158.6%  10.20        49.1%  ·CR  cjxl_0.10.1_d0e3g3
32054353  7.5436475  99.77%   6.811      147.5%  17.86        86.1%  ··R  cjxl_0.10.1_d0e3g2
32121531  7.5607547  89.56%   4.618       56.6%  20.76        81.1%  M·R  cjxl_0.10.1_d0e3
35922106  8.4338429  99.90%  10.03       122.9%  15.30        59.8%  ·C·  cjxl_0.10.1_d0e2g3
35932552  8.4365945  99.93%   9.672      118.5%  21.16        82.7%  ··R  cjxl_0.10.1_d0e2g2
35955029  8.4424606  89.77%   8.162       17.7%  25.58        45.0%  M·R  cjxl_0.10.1_d0e2
39408177  9.4047987   ····   46.1         ····   56.9         ····   MCR  cjxl_0.10.1_d0e1

mixed, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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

fastest as dense as milestone            speed real
|                     size    speed CPU  |        compared to
cjxl_0.10.1_d0e9E4    99.73%  240.625%   339.12%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4    99.42%  152.96%    150.61%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4g2  99.66%  238.75%    228.54%  cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6g2    99.01%  112.69%    101.2%   cjxl_0.10.1_d0e6

                                         Mpx/s CPU % of denser milestone
                                         |                   Mpx/s real % of denser milestone
                                         |                   |       milestone
                                         |                   |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
14783119  3.7928133  94.45%   0.0576664   60.4%   0.0576629   56.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
14789469  3.7943763  94.49%   0.0597142   62.6%   0.0597106   58.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3num_threads0
14791306  3.7948373  94.50%   0.0597231   62.6%   0.0597139   58.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
14791525  3.7949485  94.50%   0.0600201   62.9%   0.0600107   58.4%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
14790623  3.7965936  94.54%   0.0600124   62.9%   0.0600096   58.4%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
14791511  3.7968815  94.55%   0.0601350   63.0%   0.0601266   58.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
14796745  3.8020517  94.68%   0.0572513   60.0%   0.0572470   55.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
14958969  3.8311151  95.40%   0.0581318   60.9%   0.0581302   56.6%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
14958969  3.8311151  95.40%   0.0580964   60.9%   0.0580946   56.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
14961990  3.8319215  95.42%   0.0595699   62.4%   0.0595663   58.0%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
14960581  3.8334165  95.46%   0.0583582   61.1%   0.0583443   56.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
14960581  3.8334165  95.46%   0.0583505   61.1%   0.0583442   56.8%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
14962707  3.8381305  95.58%   0.0562253   58.9%   0.0562228   54.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
15001640  3.8401507  95.63%   0.0521550   54.6%   0.0521513   50.8%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
15192517  3.8806562  96.64%   0.0510212   53.5%   0.0510131   49.7%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
15227124  3.8857680  96.76%   0.0449087   47.1%   0.0449058   43.7%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
15185547  3.9043287  97.23%   0.265613   278.3%   0.300024   292.1%  ·CR  cjxl_0.10.1_d0e9E4g3
15342146  3.9180055  97.57%   0.0719529   75.4%   0.0719441   70.0%  ···  cjxl_0.10.1_d0e10E3num_threads0
15437764  3.9564854  98.53%   0.252740   264.8%   0.34699    337.8%  ··R  cjxl_0.10.1_d0e9E4g2
15575085  3.9807645  99.13%   0.135028   141.5%   0.135020   131.4%  ···  cjxl_0.10.1_d0e10g3num_threads0
15575085  3.9807645  99.13%   0.134312   140.7%   0.138264   134.6%  ···  cjxl_0.10.1_d0e10g3
15664690  3.9864795  99.27%   0.0648630   68.0%   0.0648597   63.1%  ···  cjxl_0.10.1_d0e10I100num_threads0
15696529  4.0049747  99.73%   0.229657   240.6%   0.34837    339.1%  ··R  cjxl_0.10.1_d0e9E4
15768288  4.0157033  98.31%   0.0954418   32.8%   0.102727    22.3%  M··  cjxl_0.10.1_d0e10
15781974  4.0188671  98.39%   0.0511323   17.6%   0.0511293   11.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
15729455  4.0216116  98.45%   0.261408    89.8%   0.261396    56.9%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
15724854  4.0365779  98.82%   0.43924    150.9%   0.49863    108.5%  ·CR  cjxl_0.10.1_d0e8E4g3
15803844  4.0411045  98.93%   0.336055   115.4%   0.38643     84.1%  ···  cjxl_0.10.1_d0e9g3
15903301  4.0611253  99.42%   0.44536    153.0%   0.69234    150.6%  ·CR  cjxl_0.10.1_d0e8E4
15830076  4.0617645  99.44%   0.329286   113.1%   0.329280    71.6%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
15926025  4.0642011  99.50%   0.320835   110.2%   0.45018     97.9%  ···  cjxl_0.10.1_d0e9g2
15831890  4.0645874  99.51%   0.44626    153.3%   0.60931    132.5%  ·C·  cjxl_0.10.1_d0e8E4g2
16059933  4.0847630  99.05%   0.291172    60.8%   0.45970     60.2%  M··  cjxl_0.10.1_d0e9
15952015  4.0874249  99.12%   1.2356     257.9%   1.5133     198.1%  ·CR  cjxl_0.10.1_d0e7E4g3
16037671  4.1096029  99.66%   1.1438     238.8%   1.7463     228.5%  ··R  cjxl_0.10.1_d0e7E4g2
16131082  4.1192067  99.89%   0.99580    207.9%   1.7022     222.8%  ···  cjxl_0.10.1_d0e7E4
16184295  4.1237856  98.46%   0.47910     40.3%   0.76411     35.3%  M··  cjxl_0.10.1_d0e8
16113918  4.1242348  98.47%   0.47219     39.7%   0.53790     24.8%  ···  cjxl_0.10.1_d0e8g3
15100035  4.1356543  98.74%   0.0584980    4.9%   0.0584935    2.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
15103104  4.1384316  98.81%   0.0584408    4.9%   0.0584361    2.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
16172808  4.1386674  98.82%   0.47568     40.0%   0.65614     30.3%  ···  cjxl_0.10.1_d0e8g2
16201309  4.1551449  99.21%   1.5569     130.8%   1.9556      90.3%  ·CR  cjxl_0.10.1_d0e6E4g3
16334114  4.1731525  99.64%   1.4620     122.8%   1.8364      84.8%  ···  cjxl_0.10.1_d0e7g3
15284936  4.1753032  99.69%   0.0573629    4.8%   0.0573603    2.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
15288005  4.1780805  99.76%   0.0573483    4.8%   0.0573440    2.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
16435079  4.1882500  95.93%   1.1902      77.0%   2.1655      72.8%  M·R  cjxl_0.10.1_d0e7
16402249  4.1890225  95.94%   1.3845      89.6%   2.2351      75.1%  ··R  cjxl_0.10.1_d0e7g2
16274148  4.1932827  96.04%   0.298882    19.3%   0.298622    10.0%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
16309269  4.1989371  96.17%   0.323405    20.9%   0.323391    10.9%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
16469196  4.2084311  96.39%   1.4632      94.7%   2.3640      79.4%  ··R  cjxl_0.10.1_d0e6E4g2
16328981  4.2210231  96.68%   0.307750    19.9%   0.307733    10.3%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
16508496  4.2511721  97.37%   0.287075    18.6%   0.287056     9.6%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
16520745  4.2518184  97.38%   0.315547    20.4%   0.315528    10.6%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
16645298  4.2567074  97.50%   1.2798      82.8%   2.2945      77.1%  ···  cjxl_0.10.1_d0e6E4
16692839  4.2679629  97.75%   1.8745     121.3%   2.4356      81.8%  ·CR  cjxl_0.10.1_d0e6g3
16656072  4.2690965  97.78%   1.8679     120.9%   2.4091      81.0%  ···  cjxl_0.10.1_d0e5E4g3
16545601  4.2724882  97.86%   0.297398    19.2%   0.297373    10.0%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
16831802  4.3041205  98.58%   1.7458     113.0%   2.949       99.1%  ··R  cjxl_0.10.1_d0e5E4g2
16893288  4.3210682  98.97%   1.5584     100.9%   2.9396      98.8%  ···  cjxl_0.10.1_d0e5E4
16976038  4.3228314  99.01%   1.7412     112.7%   3.010      101.2%  ··R  cjxl_0.10.1_d0e6g2
16671842  4.3272793  99.11%   0.315958    20.4%   0.315922    10.6%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
17113570  4.3660739  97.72%   1.5451      82.6%   2.9759      78.9%  M··  cjxl_0.10.1_d0e6
16820699  4.3688626  97.78%   0.310618    16.6%   0.310600     8.2%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
17344079  4.4275886  99.10%   2.1768     116.3%   2.878       76.3%  ·C·  cjxl_0.10.1_d0e5g3
17427267  4.4334730  99.23%   0.290225    15.5%   0.290219     7.7%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
17535592  4.4646765  99.93%   2.1014     112.3%   3.698       98.1%  ··R  cjxl_0.10.1_d0e5g2
17517561  4.4679523  91.42%   1.8712      71.1%   3.771       63.5%  M·R  cjxl_0.10.1_d0e5
18368938  4.6575197  95.29%   2.7129     103.1%   3.725       62.7%  ·C·  cjxl_0.10.1_d0e4E4g3
18369380  4.6575548  95.30%   2.4452      92.9%   4.617       77.8%  ··R  cjxl_0.10.1_d0e4E4g2
18408309  4.6668141  95.49%   2.1051      80.0%   4.408       74.2%  ···  cjxl_0.10.1_d0e4E4
17991511  4.8556985  99.35%   0.0529156    2.0%   0.0529120    0.9%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
19364227  4.8824261  99.90%   3.242      123.2%   4.591       77.3%  ·C·  cjxl_0.10.1_d0e4g3
19369273  4.8836287  99.92%   3.0668     116.6%   5.927       99.8%  ··R  cjxl_0.10.1_d0e4g2
19372840  4.8874760  90.32%   2.6308      55.5%   5.938       26.6%  M·R  cjxl_0.10.1_d0e4
20106558  5.0970698  94.19%   0.170825     3.6%   0.170819     0.8%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
20162201  5.1102720  94.43%   0.171725     3.6%   0.171715     0.8%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
20162394  5.1109237  94.45%   0.171117     3.6%   0.171106     0.8%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
20263453  5.1314383  94.82%   0.172006     3.6%   0.171981     0.8%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
20315322  5.1811898  95.74%   0.255356     5.4%   0.254137     1.1%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
21271465  5.3981186  99.75%   7.062      148.9%  12.02        53.8%  ·CR  cjxl_0.10.1_d0e3g3
21287020  5.4028835  99.84%   6.081      128.2%  18.14        81.2%  ··R  cjxl_0.10.1_d0e3g2
21323295  5.4115054  94.80%   4.743       61.6%  22.35        86.8%  M·R  cjxl_0.10.1_d0e3
22681931  5.7080669  92.19%   7.705       20.3%  25.74        61.4%  MCR  cjxl_0.10.1_d0e2
22796543  5.7158260  92.32%   8.916       23.5%  20.69        49.3%  ·C·  cjxl_0.10.1_d0e2g2
22895120  5.7234621  92.44%   9.885       26.1%  17.49        41.7%  ·C·  cjxl_0.10.1_d0e2g3
22612060  6.1738253  99.72%   0.212670     0.6%   0.212659     0.5%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
24207927  6.1913684   ····   37.9         ····   42.0         ····   MCR  cjxl_0.10.1_d0e1
24120787  6.3103495   ····    0.217954    ····    0.217942    ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
24194905  6.3194185   ····    0.0526395   ····    0.0526363   ····   ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
24237706  6.4117069   ····    0.197672    ····    0.197657    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
24113971  6.7466861   ····    0.299411    ····    0.300837    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
24146882  6.7544997   ····    0.306452    ····    0.306435    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0

misc, metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > here

                                         patches/no patches (mean)
images       Mpx (mean)     colors (mean)|     e3/e1 (mean)
|   share    |     share    |      colors/px (mean)  tag
22  100.00%  0.96  100.00%  64732  0.09  1.01  0.97  all
22  100.00%  0.96  100.00%  64732  0.09  1.01  0.97  misc
20   90.91%  1.01   96.17%  65586  0.09  1.01  0.96  visibly_opaque
 2    9.09%  0.40    3.83%  56192  0.13  1.00  1.00  visibly_transparent
12   54.55%  1.15   65.81%  83692  0.10  1.02  0.81  DirectClass_sRGB
 6   27.27%  0.53   15.16%  69908  0.14  1.00  1.26  DirectClass_sRGB_Alpha
 3   13.64%  1.29   18.43%    113  0.00  1.00  0.83  PseudoClass_Gray
 1    4.55%  0.13    0.60%     14  0.00  1.00  1.52  PseudoClass_sRGB
16   72.73%  1.06   80.87%  69400  0.09  1.02  0.87  source_imagemagick->exiftool
 1    4.55%  1.50    7.12%   6552  0.00  1.00  0.84  source_sdl
 2    9.09%  0.26    2.48%   5932  0.02  1.00  1.59  source_web
 3   13.64%  0.67    9.53%  98426  0.19  1.00  1.12  source_web->exiftool

fastest as dense as milestone          speed real
|                   size    speed CPU  |        compared to
cjxl_0.10.1_d0e8E4  98.87%  164.82%    149.68%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e6E4  99.50%  103.37%    106.1%   cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e5E4  96.57%  101.13%    103.9%   cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e5E4  93.87%   94.948%   105.4%   cjxl_0.10.1_d0e5

                                         Mpx/s CPU % of denser milestone
                                         |                   Mpx/s real % of denser milestone
                                         |                   |       milestone
                                         |                   |       |Pareto front for bpp and CPU time
                     bpp % of denser milestone               |       ||Pareto front for bpp and real time
B         bpp (mean) |       Mpx/s CPU (mean)    Mpx/s real (mean)   |||  best of
 9253383  4.1152344  89.56%   0.113343    63.9%   0.113342    59.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 9256684  4.1166096  89.59%   0.113904    64.3%   0.113901    59.7%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 9257039  4.1172781  89.61%   0.113225    63.9%   0.113223    59.3%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 9259628  4.1270972  89.82%   0.128253    72.3%   0.128251    67.2%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 9259800  4.1271980  89.82%   0.128579    72.5%   0.128577    67.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3num_threads0
 9260896  4.1278107  89.84%   0.128778    72.6%   0.128777    67.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 9255718  4.1279255  89.84%   0.0920922   51.9%   0.0920740   48.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 9273135  4.1284833  89.85%   0.0889939   50.2%   0.0889917   46.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 9256622  4.1331323  89.95%   0.111360    62.8%   0.111358    58.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 9241741  4.1340135  89.97%   0.129219    72.9%   0.129215    67.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 9269252  4.1401926  90.11%   0.109775    61.9%   0.109772    57.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 9266316  4.1508203  90.34%   0.0917558   51.8%   0.0917519   48.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 9273076  4.1515302  90.35%   0.129373    73.0%   0.129322    67.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 9413513  4.1866490  91.12%   0.101322    57.2%   0.101319    53.1%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 9435098  4.1895566  91.18%   0.0776055   43.8%   0.0775693   40.6%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 9415727  4.1980001  91.36%   0.105518    59.5%   0.105512    55.3%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 9493987  4.2273782  92.00%   0.133511    75.3%   0.133341    69.9%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
 9718568  4.2344470  92.16%   0.121303    68.4%   0.121295    63.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 9719622  4.2347025  92.16%   0.121323    68.4%   0.121316    63.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 9724987  4.2457235  92.40%   0.136624    77.1%   0.136618    71.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 9726041  4.2459791  92.41%   0.136748    77.1%   0.136745    71.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 9751042  4.2872557  93.31%   0.0841274   47.5%   0.0841245   44.1%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
10138249  4.5523769  99.08%   0.115493    65.1%   0.115482    60.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
10699689  4.5807466  99.69%   0.0888738   50.1%   0.0888668   46.6%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
10207991  4.5948379  92.30%   0.177278    38.2%   0.190890    15.1%  MCR  cjxl_0.10.1_d0e10
10233113  4.6270745  92.95%   0.262446    56.5%   0.262440    20.7%  ·CR  cjxl_0.10.1_d0e10g3num_threads0
10233113  4.6270745  92.95%   0.250419    53.9%   0.258501    20.4%  ···  cjxl_0.10.1_d0e10g3
10543615  4.6908101  94.23%   0.41343     89.0%   0.53727     42.4%  ·CR  cjxl_0.10.1_d0e9E4g3
10737728  4.7572026  95.56%   0.37125     79.9%   1.0409      82.2%  ··R  cjxl_0.10.1_d0e9E4
10745483  4.7799943  96.02%   0.40842     87.9%   0.77713     61.4%  ···  cjxl_0.10.1_d0e9E4g2
10916932  4.8791498  98.01%   0.74839    161.2%   0.93768     74.0%  ·C·  cjxl_0.10.1_d0e8E4g3
10954203  4.9056856  98.54%   0.496336   106.9%   0.496306    39.2%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
11006209  4.9089393  98.61%   0.476022   102.5%   0.476006    37.6%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
11051175  4.9139938  98.71%   0.519938   112.0%   0.519935    41.1%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
11005242  4.9202124  98.84%   0.39814     85.7%   0.39814     31.4%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
11008022  4.9217929  98.87%   0.76540    164.8%   1.8955     149.7%  ·CR  cjxl_0.10.1_d0e8E4
11034135  4.9514297  99.46%   0.75934    163.5%   1.3739     108.5%  ···  cjxl_0.10.1_d0e8E4g2
11079984  4.9534609  99.50%   0.50221    108.1%   0.65666     51.9%  ···  cjxl_0.10.1_d0e9g3
11118484  4.9614184  99.66%   0.468157   100.8%   0.468127    37.0%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
11160771  4.9647133  99.73%   0.504000   108.5%   0.503985    39.8%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
11142850  4.9781218  97.22%   0.46438     57.5%   1.2664      63.4%  M··  cjxl_0.10.1_d0e9
11153683  4.9959796  97.56%   0.47543     58.9%   0.90225     45.1%  ···  cjxl_0.10.1_d0e9g2
11247704  5.0855717  99.31%   0.498789    61.8%   0.498599    25.0%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
11281676  5.0862766  99.33%   0.528751    65.5%   0.528751    26.5%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
11410254  5.1198588  99.98%   0.77522     96.0%   0.97865     49.0%  ·C·  cjxl_0.10.1_d0e8g3
11399331  5.1207159  94.71%   0.80753     46.5%   1.9984      43.7%  MCR  cjxl_0.10.1_d0e8
11465633  5.1624676  95.49%   0.77753     44.8%   1.4187      31.0%  ···  cjxl_0.10.1_d0e8g2
11653208  5.1853747  95.91%   1.4529      83.7%   3.6746      80.3%  ·CR  cjxl_0.10.1_d0e7E4
11977117  5.1937088  96.06%   0.261487    15.1%   0.261482     5.7%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
11695046  5.2035970  96.25%   1.6846      97.0%   2.4430      53.4%  ·C·  cjxl_0.10.1_d0e7E4g3
12013956  5.2217127  96.58%   0.255012    14.7%   0.255008     5.6%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
12042756  5.2255515  96.65%   0.274491    15.8%   0.274477     6.0%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
12034344  5.2287883  96.71%   0.268298    15.5%   0.268285     5.9%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
11757660  5.2406463  96.93%   1.6164      93.1%   3.4396      75.1%  ···  cjxl_0.10.1_d0e7E4g2
12038277  5.2433389  96.98%   0.471654    27.2%   0.471648    10.3%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
11601116  5.2468830  97.05%   0.467328    26.9%   0.467302    10.2%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
11901230  5.2943966  97.93%   2.0017     115.3%   2.8618      62.5%  ·C·  cjxl_0.10.1_d0e6E4g3
11720961  5.3235484  98.47%   0.464079    26.7%   0.465664    10.2%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
12064352  5.3380850  98.73%   1.9579     112.8%   4.188       91.5%  ··R  cjxl_0.10.1_d0e6E4g2
12148658  5.3792287  99.50%   1.7948     103.4%   4.856      106.1%  ··R  cjxl_0.10.1_d0e6E4
12111134  5.4064936  94.99%   1.7363      84.7%   4.578       82.7%  M··  cjxl_0.10.1_d0e7
12571813  5.4126418  95.10%   0.237646    11.6%   0.237617     4.3%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
12247027  5.4612966  95.95%   2.3608     115.1%   3.516       63.5%  ·C·  cjxl_0.10.1_d0e5E4g3
12247188  5.4681309  96.07%   1.8518      90.3%   3.947       71.3%  ···  cjxl_0.10.1_d0e7g2
12257403  5.4699851  96.10%   1.9538      95.3%   2.8150      50.8%  ···  cjxl_0.10.1_d0e7g3
12376566  5.4964294  96.57%   2.0736     101.1%   5.750      103.9%  ··R  cjxl_0.10.1_d0e5E4
12414775  5.5084984  96.78%   2.2152     108.0%   4.911       88.7%  ···  cjxl_0.10.1_d0e5E4g2
12575490  5.6029741  98.44%   2.3170     113.0%   3.393       61.3%  ···  cjxl_0.10.1_d0e6g3
12714004  5.6270701  98.86%   2.2222     108.4%   4.820       87.1%  ···  cjxl_0.10.1_d0e6g2
12816765  5.6918110  97.20%   2.0503      93.9%   5.537      101.5%  M··  cjxl_0.10.1_d0e6
13232620  5.8312007  99.59%   0.0912244    4.2%   0.0912218    1.7%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
13145600  5.8510441  99.92%   2.694      123.3%   3.968       72.7%  ·C·  cjxl_0.10.1_d0e5g3
13151221  5.8554950  89.17%   2.1839      62.9%   5.456       60.7%  M··  cjxl_0.10.1_d0e5
13216146  5.8612554  89.25%   2.522       72.6%   5.369       59.7%  ···  cjxl_0.10.1_d0e5g2
13064573  5.9557100  90.69%   0.44673     12.9%   0.44549      5.0%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
13590617  6.0287607  91.80%   3.322       95.6%   4.878       54.2%  ·C·  cjxl_0.10.1_d0e4E4g3
13651734  6.0432785  92.03%   2.908       83.7%   6.190       68.8%  ··R  cjxl_0.10.1_d0e4E4g2
14132460  6.1107087  93.05%   0.299172     8.6%   0.299164     3.3%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
13884829  6.1294622  93.34%   2.830       81.5%   7.413       82.4%  ··R  cjxl_0.10.1_d0e4E4
14168978  6.1495835  93.64%   0.301990     8.7%   0.301980     3.4%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
14252810  6.1793597  94.10%   0.326878     9.4%   0.326858     3.6%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
14288681  6.2064559  94.51%   0.320020     9.2%   0.320002     3.6%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
14506742  6.4782426  98.65%   3.914      112.7%   5.767       64.1%  ·C·  cjxl_0.10.1_d0e4g3
14520706  6.4803931  98.68%   3.625      104.4%   7.787       86.6%  ··R  cjxl_0.10.1_d0e4g2
14737330  6.5669278  87.98%   3.473       56.6%   8.996       39.9%  M·R  cjxl_0.10.1_d0e4
16218719  7.4619598  99.97%   7.067      115.2%  17.93        79.5%  ·CR  cjxl_0.10.1_d0e3g2
16222444  7.4624240  99.97%   7.734      126.0%  12.53        55.6%  ·C·  cjxl_0.10.1_d0e3g3
16227126  7.4645321  98.01%   6.136       67.3%  22.5         86.7%  M·R  cjxl_0.10.1_d0e3
17615633  7.6159289  92.63%   9.122       23.0%  26.0         57.9%  MCR  cjxl_0.10.1_d0e2
17638548  7.6175935  92.65%   9.155       23.1%  18.85        42.0%  ·C·  cjxl_0.10.1_d0e2g2
17678753  7.6227242  92.72%  10.49        26.5%  18.10        40.3%  ·C·  cjxl_0.10.1_d0e2g3
19053772  8.2215144   ····   39.7         ····   44.9         ····   MCR  cjxl_0.10.1_d0e1

(not 3d algorithmic digital_painting film game icon logo machine_learning photo pixel_art pixel_art_scaled text texture ui), metadata none

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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
103  100.00%  1.74  100.00%  101297  0.10  1.00  0.92  all                2   1.94%  0.92   1.03%   16480  0.02  1.00  0.75  thumbnail
 18   17.48%  1.57   15.80%  194320  0.19  1.00  1.03  album_art          3   2.91%  4.39   7.36%    7306  0.00  1.00  0.75  vector
  3    2.91%  1.82    3.05%  116147  0.06  1.00  0.85  blend             95  92.23%  1.70  90.36%  104018  0.10  1.00  0.93  visibly_opaque
  1    0.97%  0.08    0.05%   45979  0.57  1.00  0.82  boxed              8   7.77%  2.16   9.64%   68990  0.09  1.00  0.86  visibly_transparent
 13   12.62%  2.18   15.85%   19687  0.01  0.96  0.95  chart             68  66.02%  1.63  61.82%  115088  0.10  0.99  0.85  DirectClass_sRGB
 10    9.71%  3.96   22.12%   96842  0.03  1.00  0.83  comic             24  23.30%  1.70  22.75%  108574  0.12  0.99  1.14  DirectClass_sRGB_Alpha
  3    2.91%  1.12    1.87%   25396  0.03  1.00  0.88  dither_mean        9   8.74%  2.91  14.64%     194  0.00  1.00  0.85  PseudoClass_Gray
  3    2.91%  4.61    7.73%   60717  0.04  1.01  0.87  edit               2   1.94%  0.71   0.79%      45  0.00  1.01  1.28  PseudoClass_sRGB
  1    0.97%  2.07    1.16%   85479  0.04  1.00  0.96  glitch             1   0.97%  0.92   0.51%   29867  0.03  1.00  0.75  source_gimp
  2    1.94%  1.72    1.92%  146688  0.09  1.00  0.80  gregstump          1   0.97%  1.17   0.65%   26611  0.02  1.00  2.11  source_gimp->exiftool
  2    1.94%  0.83    0.93%   23118  0.28  1.00  0.82  lossy              1   0.97%  0.43   0.24%   72842  0.17  1.00  0.80  source_gnome_screenshot->exiftool
 22   21.36%  0.96   11.76%   64732  0.09  1.01  0.97  misc              71  68.93%  1.71  67.87%   76845  0.08  1.00  0.86  source_imagemagick->exiftool
 21   20.39%  1.42   16.67%  131078  0.11  0.99  0.90  mixed              2   1.94%  1.79   2.00%   59126  0.03  1.00  0.80  source_sdl
  6    5.83%  2.39    8.00%   31417  0.08  1.00  0.82  optical_illusion  20  19.42%  2.01  22.42%  198220  0.17  1.00  1.00  source_unknown->exiftool
  2    1.94%  0.19    0.21%   60926  0.41  1.00  0.84  painting           2   1.94%  0.26   0.29%    5932  0.02  1.00  1.59  source_web
  2    1.94%  0.40    0.45%   46824  0.13  1.00  0.92  stereogram         5   4.85%  2.15   6.01%  150748  0.14  0.97  1.07  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4g2  98.98%  264.086%   699.794%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4    99.01%  165.709%   163.152%    cjxl_0.10.1_d0e9

                                           Mpx/s CPU % of denser milestone
                                           |                    Mpx/s real % of denser milestone
                                           |                    |       milestone
                                           |                    |       |Pareto front for bpp and CPU time
                      bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
 81539171  4.4561947  91.25%   0.1023573    74.0%   0.1023507    68.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3num_threads0
 81537394  4.4564152  91.25%   0.1047779    75.8%   0.1047698    69.9%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
 81531731  4.4565008  91.25%   0.1020025    73.8%   0.1019997    68.1%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 81543427  4.4575386  91.28%   0.1034507    74.8%   0.1034416    69.1%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 81518469  4.4585101  91.30%   0.07960223   57.6%   0.07959465   53.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 81546581  4.4603530  91.33%   0.1037862    75.0%   0.1037708    69.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 81688357  4.4615915  91.36%   0.09960552   72.0%   0.09960280   66.5%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 81700529  4.4621987  91.37%   0.1014204    73.3%   0.1014124    67.7%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 81546690  4.4622080  91.37%   0.07985349   57.7%   0.07984905   53.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 81691335  4.4624406  91.38%   0.09987274   72.2%   0.09986821   66.7%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 81732739  4.4656410  91.44%   0.09824786   71.0%   0.09824098   65.6%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 81706989  4.4659182  91.45%   0.09780381   70.7%   0.09780084   65.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 81701324  4.4668784  91.47%   0.08100611   58.6%   0.08100251   54.1%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 82449067  4.5276606  92.71%   0.08419187   60.9%   0.08418687   56.2%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 82639279  4.5344213  92.85%   0.07821314   56.6%   0.07820900   52.2%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 82953968  4.5751182  93.68%   0.1300390    94.0%   0.1300345    86.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 83000826  4.5771757  93.73%   0.1340780    97.0%   0.1340724    89.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 83138541  4.5816951  93.82%   0.1283229    92.8%   0.1283115    85.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 83189867  4.5838244  93.86%   0.1248494    90.3%   0.1248425    83.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 84045176  4.6267525  94.74%   0.06325397   45.7%   0.06324451   42.2%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 84570630  4.6623603  95.47%   0.1039480    75.2%   0.1038944    69.4%  ···  cjxl_0.10.1_d0e10E3num_threads0
 86767813  4.7416272  97.09%   0.396682    286.8%   0.690064    460.7%  ·CR  cjxl_0.10.1_d0e9E4g3
 87303366  4.8016244  98.32%   0.2163445   156.4%   0.2163338   144.4%  ···  cjxl_0.10.1_d0e10g3num_threads0
 87303366  4.8016244  98.32%   0.2108966   152.5%   0.2242289   149.7%  ···  cjxl_0.10.1_d0e10g3
 86463826  4.8143869  98.58%   0.06629547   47.9%   0.06629245   44.3%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 88434300  4.8336785  98.98%   0.365205    264.1%   1.04825     699.8%  ··R  cjxl_0.10.1_d0e9E4g2
 87636690  4.8463098  99.24%   0.09205927   66.6%   0.09205421   61.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
 88184661  4.8835924  95.89%   0.1382901    33.9%   0.1497945    10.6%  M··  cjxl_0.10.1_d0e10
 90176739  4.9065491  96.34%   0.651585    159.8%   1.11999      79.5%  ·CR  cjxl_0.10.1_d0e8E4g3
 89938070  4.9179340  96.56%   0.368482     90.3%   0.368438     26.2%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 89842510  4.9275050  96.75%   0.471869    115.7%   0.471850     33.5%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 90660457  4.9434268  97.06%   0.324493     79.6%   1.14655      81.4%  ··R  cjxl_0.10.1_d0e9E4
 90581259  4.9463942  97.12%   0.476595    116.9%   0.833460     59.2%  ···  cjxl_0.10.1_d0e9g3
 90882934  4.9704767  97.59%   0.656922    161.1%   1.85003     131.3%  ·CR  cjxl_0.10.1_d0e8E4g2
 91572850  4.9948110  98.07%   0.454966    111.6%   0.454949     32.3%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 91897564  5.0089185  98.35%   0.483709    118.6%   0.483691     34.3%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 91764270  5.0100684  98.37%   0.444194    108.9%   1.27937      90.8%  ···  cjxl_0.10.1_d0e9g2
 92545136  5.0427532  99.01%   0.675854    165.7%   2.29832     163.2%  ·CR  cjxl_0.10.1_d0e8E4
 92319444  5.0518045  99.19%   0.432282    106.0%   0.432216     30.7%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 93010384  5.0604874  99.36%   0.688174    168.7%   1.18989      84.5%  ·C·  cjxl_0.10.1_d0e8g3
 92665672  5.0672410  99.49%   0.447134    109.6%   0.447100     31.7%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 93278122  5.0834630  99.81%   0.07387523   18.1%   0.07386985    5.2%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 93308698  5.0930161  98.61%   0.407857     57.4%   1.40870      57.0%  M··  cjxl_0.10.1_d0e9
 92677204  5.0974734  98.70%   0.450371     63.4%   0.450316     18.2%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 93559843  5.1079171  98.90%   0.687456     96.7%   1.98045      80.1%  ···  cjxl_0.10.1_d0e8g2
 92976722  5.1103530  98.95%   0.462889     65.1%   0.462861     18.7%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 94226271  5.1576892  99.86%   0.429917     60.5%   0.429886     17.4%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 94644230  5.1647956  95.72%   0.710733     46.6%   2.47234      48.6%  MCR  cjxl_0.10.1_d0e8
 94776489  5.1948865  96.28%   0.428501     28.1%   0.428796      8.4%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 93423736  5.2168937  96.68%   1.53877     100.9%   2.7287       53.7%  ·CR  cjxl_0.10.1_d0e7E4g3
 93899258  5.2444772  97.19%   1.42886      93.7%   3.9936       78.6%  ··R  cjxl_0.10.1_d0e7E4g2
 95138094  5.2630248  97.54%   1.31423      86.2%   4.4078       86.7%  ··R  cjxl_0.10.1_d0e7E4
 95887396  5.3145406  98.49%   1.86774     122.5%   3.3466       65.8%  ·C·  cjxl_0.10.1_d0e6E4g3
 97329738  5.3663869  99.45%   1.73089     113.5%   4.9400       97.2%  ··R  cjxl_0.10.1_d0e6E4g2
 96855883  5.3669614  99.46%   0.408399     26.8%   0.408120      8.0%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 96500711  5.3805137  99.72%   1.78184     116.9%   3.1394       61.8%  ···  cjxl_0.10.1_d0e7g3
 96799824  5.3928932  99.94%   1.65153     108.3%   4.5807       90.1%  ···  cjxl_0.10.1_d0e7g2
 97466250  5.3958740  96.35%   1.52457      81.8%   5.0835       80.7%  M·R  cjxl_0.10.1_d0e7
 98265531  5.4102059  96.60%   1.60443      86.1%   5.3673       85.2%  ··R  cjxl_0.10.1_d0e6E4
 98500139  5.4350649  97.05%   2.2203      119.1%   4.0273       63.9%  ·C·  cjxl_0.10.1_d0e5E4g3
 99462213  5.4740261  97.74%   2.02442     108.6%   5.7333       91.0%  ··R  cjxl_0.10.1_d0e5E4g2
 99907145  5.4966616  98.15%   1.88690     101.2%   6.2891       99.8%  ··R  cjxl_0.10.1_d0e5E4
 99701230  5.5170286  98.51%   2.2005      118.0%   3.9789       63.1%  ···  cjxl_0.10.1_d0e6g3
101352992  5.5672837  99.41%   1.98824     106.6%   5.6416       89.5%  ···  cjxl_0.10.1_d0e6g2
101716443  5.6003978  97.87%   1.86436      85.9%   6.3010       88.6%  M·R  cjxl_0.10.1_d0e6
105514626  5.6090729  98.02%   0.2232752    10.3%   0.2232626     3.1%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
105495950  5.6120894  98.07%   0.2179034    10.0%   0.2178938     3.1%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
106628765  5.6589484  98.89%   0.3452244    15.9%   0.3449495     4.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
106017219  5.6726683  99.13%   0.2251790    10.4%   0.2251655     3.2%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
106152437  5.6773011  99.21%   0.2293547    10.6%   0.2293244     3.2%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
103241769  5.6852444  99.35%   2.6003      119.9%   4.7141       66.3%  ·C·  cjxl_0.10.1_d0e5g3
104216816  5.7148255  99.87%   2.3906      110.2%   6.6418       93.4%  ··R  cjxl_0.10.1_d0e5g2
104006711  5.7223234  93.40%   2.1692       69.8%   7.1144       73.1%  M·R  cjxl_0.10.1_d0e5
105079305  5.7747493  94.26%   3.1752      102.2%   5.6387       58.0%  ·C·  cjxl_0.10.1_d0e4E4g3
106325186  5.8121438  94.87%   2.7863       89.7%   7.4532       76.6%  ··R  cjxl_0.10.1_d0e4E4g2
106823798  5.8458651  95.42%   2.5121       80.9%   7.8208       80.4%  ··R  cjxl_0.10.1_d0e4E4
110926714  6.0462451  98.69%   0.2177926     7.0%   0.2177771     2.2%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
110281022  6.0578457  98.88%   3.8072      122.6%   6.6786       68.6%  ·C·  cjxl_0.10.1_d0e4g3
111563659  6.0950553  99.49%   3.4300      110.4%   9.0494       93.0%  ··R  cjxl_0.10.1_d0e4g2
111945438  6.1263983  93.87%   3.1062       54.7%   9.7296       37.0%  M·R  cjxl_0.10.1_d0e4
116909971  6.5129619  99.79%   8.0521      141.8%  15.409        58.6%  ·CR  cjxl_0.10.1_d0e3g3
116985376  6.5168783  99.85%   6.8696      121.0%  21.99         83.6%  ··R  cjxl_0.10.1_d0e3g2
117279579  6.5267032  94.03%   5.6779       62.1%  26.29         85.2%  M·R  cjxl_0.10.1_d0e3
115097336  6.6168347  95.33%   0.07205025    0.8%   0.07204699    0.2%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
125823510  6.8326418  98.44%   0.3680846     4.0%   0.3680510     1.2%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
125832743  6.8367617  98.50%   0.3537760     3.9%   0.3540451     1.1%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
128256168  6.8572528  98.79%   0.2858381     3.1%   0.2858268     0.9%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
128429037  6.8757410  99.06%   0.2659578     2.9%   0.2659509     0.9%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
126993333  6.9410201  93.70%   9.1415       19.5%  30.84         56.6%  MCR  cjxl_0.10.1_d0e2
127514019  6.9469760  93.78%   9.7655       20.8%  24.45         44.8%  ·C·  cjxl_0.10.1_d0e2g2
128129105  6.9557506  93.90%  11.112        23.7%  21.61         39.6%  ·C·  cjxl_0.10.1_d0e2g3
136858187  7.4076426   ····   46.95         ····   54.53         ····   MCR  cjxl_0.10.1_d0e1

metadata none, size 1 100000

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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
75  100.00%  0.05  100.00%   4301  0.13  1.01  0.83  all                1   1.33%  0.06   1.75%    255  0.00  1.12  1.02  reduced_palette
 1    1.33%  0.09    2.62%   2096  0.02  1.02  0.77  algorithmic        2   2.67%  0.04   2.21%   2063  0.03  1.06  0.92  sprite_sheet
 1    1.33%  0.08    2.36%  45979  0.57  1.00  0.82  boxed              2   2.67%  0.08   4.65%    993  0.01  1.05  0.97  text
 2    2.67%  0.09    5.35%    254  0.00  1.00  0.37  digital_painting   2   2.67%  0.05   2.98%   2408  0.06  1.01  1.08  ui
 3    4.00%  0.03    2.96%   6992  0.21  1.00  0.81  edit              57  76.00%  0.05  80.83%   4985  0.13  1.01  0.83  visibly_opaque
 1    1.33%  0.04    1.12%   4644  0.12  1.00  0.77  emoji             18  24.00%  0.04  19.17%   2136  0.14  1.00  0.84  visibly_transparent
 1    1.33%  0.10    2.91%   1731  0.02  0.98  0.91  game               2   2.67%  0.06   3.62%   1744  0.03  1.00  1.08  DirectClass_Gray_Alpha
 2    2.67%  0.04    2.21%   2063  0.03  1.06  0.92  game_asset        20  26.67%  0.05  26.55%  12065  0.31  1.00  0.82  DirectClass_sRGB
24   32.00%  0.02   11.87%   4940  0.29  1.00  0.83  icon              18  24.00%  0.02  11.51%   4228  0.21  1.00  0.85  DirectClass_sRGB_Alpha
 1    1.33%  0.09    2.62%   2096  0.02  1.02  0.77  jxl_art            1   1.33%  0.07   2.13%      2  0.00  1.00  0.37  PseudoClass_Gray
 3    4.00%  0.07    6.24%   2214  0.03  1.00  1.01  logo              31  41.33%  0.05  49.41%     38  0.00  1.01  0.85  PseudoClass_sRGB
 3    4.00%  0.07    5.77%  35368  0.45  1.00  0.84  lossy              3   4.00%  0.08   6.79%    175  0.00  1.00  0.55  PseudoClass_sRGB_Alpha
 1    1.33%  0.09    2.62%  28106  0.31  1.00  0.86  misc               6   8.00%  0.02   2.64%   1150  0.12  1.02  0.80  source_app
 2    2.67%  0.03    1.97%   8124  0.24  1.00  0.81  mixed             23  30.67%  0.03  17.69%   5323  0.27  1.00  0.87  source_app->exiftool
 1    1.33%  0.08    2.36%  45979  0.57  1.00  0.82  painting          43  57.33%  0.06  71.69%   4434  0.07  1.01  0.84  source_imagemagick->exiftool
 4    5.33%  0.05    5.39%  19262  0.32  1.00  0.82  photo              2   2.67%  0.09   5.35%    254  0.00  1.00  0.37  source_web
33   44.00%  0.06   53.93%    625  0.01  1.01  0.82  pixel_art          1   1.33%  0.09   2.62%   2096  0.02  1.02  0.77  source_web->exiftool

fastest as dense as milestone       speed real
|                   size    speed CPU       compared to
cjxl_0.10.1_d0e9E4  99.60%  216.3%  224.5%  cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4  99.71%  138.8%  145.4%  cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4  99.59%  181.1%  198.0%  cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6E4  99.22%  101.4%  101.3%  cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e5E4  98.93%  101.3%  101.9%  cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e2g3  99.99%   74.4%  107%    cjxl_0.10.1_d0e2

                                     Mpx/s CPU % of denser milestone
                                     |                 Mpx/s real % of denser milestone
                                     |                 |       milestone
                                     |                 |       |Pareto front for bpp and CPU time
                  bpp % of denser milestone            |       ||Pareto front for bpp and real time
B        bpp (mean)        Mpx/s CPU (mean)  Mpx/s real (mean) |||  best of
1138002  3.36736   93.73%  0.11848    53.8%  0.11853    51.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
1138002  3.36736   93.73%  0.11841    53.8%  0.11844    51.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
1139585  3.37041   93.81%  0.11947    54.2%  0.11941    52.2%  ·C·  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
1139585  3.37041   93.81%  0.11936    54.2%  0.11946    52.3%  ··R  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
1138625  3.37187   93.85%  0.11818    53.7%  0.11817    51.7%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
1138625  3.37187   93.85%  0.11810    53.6%  0.11807    51.6%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
1140395  3.37425   93.92%  0.11820    53.7%  0.11785    51.6%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
1140548  3.37533   93.95%  0.11903    54.0%  0.11903    52.1%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
1140548  3.37533   93.95%  0.11899    54.0%  0.11880    52.0%  ···  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
1139612  3.37684   93.99%  0.11983    54.4%  0.11996    52.5%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
1142450  3.37791   94.02%  0.11972    54.4%  0.11981    52.4%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
1142688  3.37801   94.02%  0.11833    53.7%  0.11832    51.8%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
1141447  3.38017   94.08%  0.12088    54.9%  0.12086    52.9%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
1186581  3.44873   95.99%  0.12895    58.5%  0.12912    56.5%  ·CR  cjxl_0.10.1_d0e10E3I100g0num_threads0
1191831  3.46679   96.49%  0.062222   28.2%  0.062114   27.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
1169610  3.47004   96.58%  0.18565    84.3%  0.18484    80.9%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
1195746  3.47315   96.67%  0.061476   27.9%  0.061460   26.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
1192317  3.49963   97.41%  0.16287    73.9%  0.16284    71.2%  ···  cjxl_0.10.1_d0e10I100num_threads0
1220871  3.57765   99.58%  0.4740    215.2%  0.5052    221.0%  ·CR  cjxl_0.10.1_d0e9E4g3
1221322  3.57829   99.60%  0.4763    216.3%  0.5132    224.5%  ·CR  cjxl_0.10.1_d0e9E4
1221774  3.57894   99.62%  0.4722    214.4%  0.5041    220.5%  ···  cjxl_0.10.1_d0e9E4g2
1221647  3.59277   97.81%  0.22026    39.9%  0.22861    38.2%  M··  cjxl_0.10.1_d0e10
1223606  3.59506   97.87%  0.24460    44.3%  0.24297    40.6%  ···  cjxl_0.10.1_d0e10g3num_threads0
1223606  3.59506   97.87%  0.22514    40.8%  0.23012    38.4%  ···  cjxl_0.10.1_d0e10g3
1245336  3.62838   98.78%  0.5038     91.3%  0.5027     83.9%  ·C·  cjxl_0.10.1_d0e10P14I100g3num_threads0
1270843  3.64048   99.11%  0.055708   10.1%  0.055702    9.3%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
1256632  3.66063   99.66%  0.7742    140.4%  0.8553    142.8%  ·CR  cjxl_0.10.1_d0e8E4g3
1257527  3.66206   99.70%  0.7769    140.9%  0.8708    145.3%  ·CR  cjxl_0.10.1_d0e8E4g2
1257617  3.66244   99.71%  0.7656    138.8%  0.8714    145.4%  ··R  cjxl_0.10.1_d0e8E4
1258390  3.67314   98.39%  0.5516     70.7%  0.5991     67.4%  M··  cjxl_0.10.1_d0e9
1259980  3.67458   98.43%  0.5524     70.8%  0.5926     66.7%  ···  cjxl_0.10.1_d0e9g3
1260631  3.67553   98.45%  0.5570     71.4%  0.5977     67.2%  ···  cjxl_0.10.1_d0e9g2
1262815  3.68991   98.84%  0.6731     86.3%  0.6700     75.4%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
1291987  3.71807   99.59%  1.413     181.1%  1.760     198.0%  ·CR  cjxl_0.10.1_d0e7E4
1294438  3.72007   99.64%  1.420     182.0%  1.747     196.5%  ·C·  cjxl_0.10.1_d0e7E4g3
1295770  3.72205   99.70%  1.420     182.0%  1.719     193.4%  ···  cjxl_0.10.1_d0e7E4g2
1285788  3.73333   98.42%  0.7801     52.2%  0.8888     46.7%  M··  cjxl_0.10.1_d0e8
1286910  3.73381   98.43%  0.7910     52.9%  0.8816     46.3%  ···  cjxl_0.10.1_d0e8g3
1287633  3.73504   98.46%  0.7939     53.1%  0.8879     46.7%  ···  cjxl_0.10.1_d0e8g2
1314353  3.76362   99.22%  1.515     101.4%  1.929     101.3%  ·CR  cjxl_0.10.1_d0e6E4
1317527  3.76676   99.30%  1.533     102.5%  1.899      99.8%  ·C·  cjxl_0.10.1_d0e6E4g3
1318545  3.76816   99.33%  1.529     102.3%  1.925     101.1%  ···  cjxl_0.10.1_d0e6E4g2
1320043  3.79339   98.23%  1.495      93.2%  1.903      92.9%  M··  cjxl_0.10.1_d0e7
1324539  3.79760   98.34%  1.496      93.3%  1.872      91.4%  ···  cjxl_0.10.1_d0e7g3
1282086  3.79870   98.36%  0.6718     41.9%  0.6721     32.8%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
1282704  3.79955   98.39%  0.6766     42.2%  0.6745     32.9%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
1325806  3.79957   98.39%  1.495      93.2%  1.828      89.3%  ···  cjxl_0.10.1_d0e7g2
1282825  3.80241   98.46%  0.6434     40.1%  0.6411     31.3%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
1283264  3.80299   98.48%  0.6409     40.0%  0.6405     31.3%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
1292372  3.81429   98.77%  0.6874     42.9%  0.6874     33.6%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
1293169  3.81682   98.83%  0.6449     40.2%  0.6456     31.5%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
1342709  3.82038   98.93%  1.624     101.3%  2.087     101.9%  ·CR  cjxl_0.10.1_d0e5E4
1345813  3.82341   99.00%  1.607     100.2%  2.036      99.4%  ···  cjxl_0.10.1_d0e5E4g3
1346501  3.82454   99.03%  1.615     100.7%  2.043      99.8%  ···  cjxl_0.10.1_d0e5E4g2
1346793  3.86187   98.29%  1.604      94.3%  2.048      92.0%  M··  cjxl_0.10.1_d0e6
1351933  3.86714   98.42%  1.635      96.2%  2.062      92.7%  ·C·  cjxl_0.10.1_d0e6g3
1352733  3.86829   98.45%  1.641      96.6%  2.091      93.9%  ·CR  cjxl_0.10.1_d0e6g2
1380769  3.92904   92.43%  1.700      81.3%  2.225      63.3%  MCR  cjxl_0.10.1_d0e5
1386142  3.93471   92.56%  1.715      82.1%  2.194      62.4%  ·C·  cjxl_0.10.1_d0e5g3
1386532  3.93541   92.58%  1.725      82.5%  2.212      63.0%  ·C·  cjxl_0.10.1_d0e5g2
1340618  3.97200   93.44%  0.6003     28.7%  0.6005     17.1%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
1413366  3.99763   94.04%  0.6105     29.2%  0.6097     17.4%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
1354970  4.00775   94.28%  0.5981     28.6%  0.5997     17.1%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
1471836  4.06343   95.59%  2.009      96.1%  3.083      87.8%  ·CR  cjxl_0.10.1_d0e4E4g3
1472400  4.06415   95.60%  2.011      96.2%  3.076      87.5%  ·C·  cjxl_0.10.1_d0e4E4g2
1473226  4.06521   95.63%  1.989      95.2%  3.119      88.8%  ··R  cjxl_0.10.1_d0e4E4
1298607  4.14310   97.46%  0.12067     5.8%  0.12067     3.4%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
1302745  4.14930   97.61%  0.12057     5.8%  0.12056     3.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
1302745  4.14930   97.61%  0.12040     5.8%  0.12038     3.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
1304741  4.15282   97.69%  0.12121     5.8%  0.12121     3.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
1304741  4.15282   97.69%  0.12108     5.8%  0.12120     3.5%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
1555956  4.24948   99.96%  2.172     103.9%  3.477      99.0%  ·CR  cjxl_0.10.1_d0e4g3
1556571  4.25025   99.98%  2.173     104.0%  3.373      96.0%  ·C·  cjxl_0.10.1_d0e4g2
1557233  4.25102   91.85%  2.090      74.7%  3.513      63.3%  M·R  cjxl_0.10.1_d0e4
1432979  4.28340   92.55%  0.53839    19.2%  0.53874     9.7%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
1433745  4.28442   92.57%  0.53767    19.2%  0.53663     9.7%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
1434863  4.28835   92.66%  0.50256    18.0%  0.50229     9.1%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
1435651  4.28940   92.68%  0.50340    18.0%  0.50288     9.1%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
1473077  4.37819   94.60%  0.9942     35.5%  0.9995     18.0%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
1716694  4.62768   99.99%  2.833     101.2%  5.22       94.0%  ·CR  cjxl_0.10.1_d0e3g3
1716878  4.62791  100.00%  2.741      97.9%  5.02       90.5%  ···  cjxl_0.10.1_d0e3g2
1717030  4.62809   96.23%  2.799      69.8%  5.55       95.6%  M·R  cjxl_0.10.1_d0e3
1698258  4.69800   97.68%  0.12666     3.2%  0.12668     2.2%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
1744400  4.80921   99.99%  2.985      74.4%  6.19      107%    ·CR  cjxl_0.10.1_d0e2g3
1744552  4.80941  100.00%  3.59       89.6%  5.44       93.7%  ·C·  cjxl_0.10.1_d0e2g2
1744654  4.80955   87.34%  4.01       43.8%  5.81       58.5%  MC·  cjxl_0.10.1_d0e2
1561197  4.95974   90.07%  0.46097     5.0%  0.46092     4.6%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
1768734  5.21557   94.71%  0.5869      6.4%  0.5875      5.9%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
2070951  5.50679   ·····   9.15       ····   9.92       ····   MCR  cjxl_0.10.1_d0e1
2092619  5.81955   ·····   0.33881    ····   0.33880    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
1932524  6.06955   ·····   0.7765     ····   0.7755     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
1936880  6.07707   ·····   0.7033     ····   0.7037     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0

metadata none, size 1 1000000

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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
451  100.00%  0.36  100.00%   38771  0.11  1.00  0.93  all                67  14.86%  0.50  20.30%   71956  0.16  1.00  0.85  photo
  4    0.89%  0.64    1.55%   90616  0.13  1.00  0.83  3d                 10   2.22%  0.57   3.46%  129303  0.24  1.00  0.82  photo_like
 32    7.10%  0.25    4.88%   15063  0.06  1.00  0.88  albedo             71  15.74%  0.19   8.12%     475  0.00  1.01  0.89  pixel_art
  8    1.77%  0.60    2.94%  115184  0.25  1.00  1.24  album_art          19   4.21%  0.55   6.34%     711  0.00  1.01  1.99  pixel_art_scaled
 12    2.66%  0.47    3.46%   27185  0.04  1.00  1.01  algorithmic         6   1.33%  0.30   1.09%     139  0.00  0.92  0.87  reduced_palette
  2    0.44%  0.22    0.27%   60575  0.39  1.00  0.82  boxed               8   1.77%  0.28   1.36%    1714  0.01  1.02  1.10  sprite_sheet
  4    0.89%  0.66    1.62%    3856  0.01  0.98  1.00  chart               2   0.44%  0.40   0.49%   46824  0.13  1.00  0.92  stereogram
 29    6.43%  0.68   12.04%   78086  0.11  1.00  0.75  digital_painting   21   4.66%  0.38   4.89%    2720  0.01  0.92  0.95  text
  1    0.22%  0.87    0.53%   55942  0.06  1.00  0.88  dither_mean        64  14.19%  0.25   9.75%   33295  0.14  1.00  0.86  texture
 11    2.44%  0.48    3.23%   52459  0.14  1.00  0.81  edit                2   0.44%  0.92   1.12%   16480  0.02  1.00  0.75  thumbnail
  3    0.67%  0.54    0.99%    4703  0.04  1.02  0.94  emoji              23   5.10%  0.48   6.75%   27334  0.05  0.95  1.07  ui
  3    0.67%  0.64    1.17%   91576  0.14  1.00  0.80  film               35   7.76%  0.65  13.79%   85388  0.13  1.00  1.17  watermark
  1    0.22%  0.26    0.16%       6  0.00  1.00  0.37  fractal           358  79.38%  0.39  86.07%   41719  0.11  0.99  0.93  visibly_opaque
 18    3.99%  0.47    5.13%    7802  0.02  1.00  0.84  game               93  20.62%  0.25  13.93%   27421  0.12  1.00  0.91  visibly_transparent
  9    2.00%  0.33    1.84%    7314  0.02  1.02  1.06  game_asset          5   1.11%  0.16   0.50%     915  0.01  1.01  1.13  DirectClass_Gray_Alpha
 24    5.32%  0.02    0.25%    4940  0.29  1.00  0.83  icon              235  52.11%  0.45  64.71%   59639  0.16  0.99  0.88  DirectClass_sRGB
  4    0.89%  0.49    1.21%   81484  0.11  1.01  0.66  jxl_art           110  24.39%  0.28  18.81%   31449  0.13  1.00  1.00  DirectClass_sRGB_Alpha
  1    0.22%  0.87    0.53%  224155  0.26  1.00  0.87  kaleidoscope       16   3.55%  0.41   4.00%      87  0.00  0.96  0.87  PseudoClass_Gray
  7    1.55%  0.49    2.10%      39  0.00  1.00  1.30  larip              79  17.52%  0.23  11.23%      55  0.00  1.01  0.97  PseudoClass_sRGB
 56   12.42%  0.21    7.29%   27049  0.13  1.00  0.85  logo                6   1.33%  0.21   0.76%     102  0.00  1.01  0.87  PseudoClass_sRGB_Alpha
 42    9.31%  0.44   11.37%   57526  0.17  1.00  0.86  lossy               8   1.77%  0.06   0.30%     872  0.09  1.02  0.85  source_app
 21    4.66%  0.51    6.49%  147425  0.32  1.00  0.83  machine_learning   80  17.74%  0.18   8.59%   20501  0.17  1.00  0.87  source_app->exiftool
 13    2.88%  0.39    3.07%   39340  0.10  1.03  1.08  misc               41   9.09%  0.27   6.64%   41699  0.17  1.00  0.82  source_gimp
  5    1.11%  0.30    0.91%   39366  0.17  1.00  0.75  mixed               6   1.33%  0.45   1.63%   17908  0.04  0.96  0.97  source_gnome_screenshot->exiftool
  2    0.44%  0.79    0.97%    4733  0.01  1.03  1.03  mosaic            275  60.98%  0.42  70.52%   41896  0.09  0.99  0.92  source_imagemagick->exiftool
 32    7.10%  0.25    4.88%   51528  0.21  1.00  0.84  normal              9   2.00%  0.56   3.10%  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   2.44%  0.32   2.17%    4682  0.02  1.00  1.77  source_web
  2    0.44%  0.19    0.23%   60926  0.41  1.00  0.84  painting           21   4.66%  0.55   7.04%   72694  0.13  1.00  0.93  source_web->exiftool

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4g2  99.49%  241.783%   251.617%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4g3  99.59%  143.940%   126.592%    cjxl_0.10.1_d0e9

                                           Mpx/s CPU % of denser milestone
                                           |                    Mpx/s real % of denser milestone
                                           |                    |       milestone
                                           |                    |       |Pareto front for bpp and CPU time
                      bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
 86123712  4.0324549  95.39%   0.1410234    71.8%   0.1410111    67.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3num_threads0
 86122217  4.0324804  95.39%   0.1410836    71.8%   0.1410310    67.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 86134418  4.0324877  95.39%   0.1412263    71.9%   0.1412201    67.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 86166863  4.0332935  95.41%   0.1409276    71.7%   0.1408914    67.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 86130138  4.0335492  95.41%   0.1411251    71.9%   0.1411090    67.4%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
 86326043  4.0372890  95.50%   0.1387954    70.7%   0.1387850    66.3%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 86327658  4.0373983  95.50%   0.1387948    70.7%   0.1387787    66.3%  ···  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 86333474  4.0386004  95.53%   0.1378886    70.2%   0.1378988    65.8%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 86110008  4.0386881  95.53%   0.08792973   44.8%   0.08792171   42.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 86375802  4.0388030  95.54%   0.1387985    70.7%   0.1387903    66.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 86372922  4.0388985  95.54%   0.1388922    70.7%   0.1388996    66.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 86325651  4.0437376  95.65%   0.08711699   44.4%   0.08709570   41.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 86886499  4.0610564  96.06%   0.1165485    59.3%   0.1165542    55.6%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 87095793  4.0668853  96.20%   0.1122912    57.2%   0.1122250    53.6%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 87533008  4.0922754  96.80%   0.09089282   46.3%   0.09088438   43.4%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 86618933  4.0926420  96.81%   0.08578090   43.7%   0.08576794   40.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 88009655  4.1277568  97.64%   0.1496848    76.2%   0.1495001    71.4%  ·CR  cjxl_0.10.1_d0e10E3num_threads0
 88690527  4.1813308  98.91%   0.491631    250.3%   0.515263    246.0%  ·CR  cjxl_0.10.1_d0e9E4g3
 89435835  4.1919122  99.16%   0.1309610    66.7%   0.1309418    62.5%  ···  cjxl_0.10.1_d0e10I100num_threads0
 89382591  4.2060680  99.49%   0.474901    241.8%   0.527039    251.6%  ··R  cjxl_0.10.1_d0e9E4g2
 89928371  4.2078883  99.54%   0.09518783   48.5%   0.09521072   45.5%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 89901230  4.2275022  98.05%   0.1964162    37.0%   0.2094608    32.6%  M··  cjxl_0.10.1_d0e10
 90028981  4.2341659  98.21%   0.429049     80.9%   0.505007     78.6%  ···  cjxl_0.10.1_d0e9E4
 90361445  4.2450717  98.46%   0.2774214    52.3%   0.2771252    43.1%  ···  cjxl_0.10.1_d0e10g3num_threads0
 90361445  4.2450717  98.46%   0.2670875    50.4%   0.2724397    42.4%  ···  cjxl_0.10.1_d0e10g3
 90382130  4.2523869  98.63%   0.493577     93.1%   0.493301     76.8%  ·C·  cjxl_0.10.1_d0e10P14I100g3num_threads0
 90960987  4.2859021  99.40%   0.574842    108.4%   0.604604     94.1%  ·CR  cjxl_0.10.1_d0e9g3
 88224199  4.2871529  99.43%   0.1524594    28.8%   0.1524517    23.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 88229325  4.2873541  99.44%   0.1527093    28.8%   0.1526757    23.8%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 88199253  4.2874311  99.44%   0.1552834    29.3%   0.1552927    24.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 88205919  4.2876653  99.45%   0.1555714    29.3%   0.1555659    24.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 91044147  4.2905204  99.51%   0.653368    123.2%   0.652883    101.6%  ·CR  cjxl_0.10.1_d0e10P5I100g3num_threads0
 90999354  4.2939717  99.59%   0.763163    143.9%   0.813565    126.6%  ·CR  cjxl_0.10.1_d0e8E4g3
 91323820  4.2996620  99.72%   0.571066    107.7%   0.644761    100.3%  ···  cjxl_0.10.1_d0e9g2
 91541266  4.3115569  98.05%   0.530197     63.7%   0.642668     61.2%  M··  cjxl_0.10.1_d0e9
 91803136  4.3231809  98.32%   0.779696     93.7%   0.883966     84.2%  ·CR  cjxl_0.10.1_d0e8E4g2
 91779283  4.3348290  98.58%   0.790575     95.0%   0.989897     94.3%  ·CR  cjxl_0.10.1_d0e8E4
 92452685  4.3764634  99.53%   0.617651     74.2%   0.617192     58.8%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 92741603  4.3774707  99.55%   0.792498     95.2%   0.846429     80.6%  ·C·  cjxl_0.10.1_d0e8g3
 92636723  4.3801084  99.61%   0.658152     79.1%   0.657785     62.6%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 93100523  4.3922060  99.89%   0.808876     97.2%   0.918856     87.5%  ·C·  cjxl_0.10.1_d0e8g2
 92901953  4.3935813  99.92%   0.591176     71.0%   0.590897     56.3%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 93011374  4.3971111  97.60%   0.832258     46.2%   1.05007      42.1%  MCR  cjxl_0.10.1_d0e8
 92957352  4.3978851  97.62%   0.602985     33.4%   0.602950     24.2%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 93129646  4.3989005  97.64%   0.599568     33.3%   0.599071     24.0%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 93366596  4.4064762  97.81%   1.64293      91.1%   1.83858      73.8%  ·CR  cjxl_0.10.1_d0e7E4g3
 93263035  4.4070363  97.82%   0.624375     34.6%   0.624167     25.1%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 94063156  4.4305464  98.34%   1.67267      92.8%   2.00446      80.5%  ·CR  cjxl_0.10.1_d0e7E4g2
 94061142  4.4351920  98.45%   1.61743      89.7%   2.17252      87.2%  ··R  cjxl_0.10.1_d0e7E4
 94291119  4.4861024  99.58%   0.586107     32.5%   0.586064     23.5%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 95271299  4.4960889  99.80%   1.81964     100.9%   2.05120      82.3%  ·C·  cjxl_0.10.1_d0e7g3
 95393962  4.5047359  99.99%   1.87582     104.1%   2.10962      84.7%  ·C·  cjxl_0.10.1_d0e6E4g3
 95501787  4.5051505  96.72%   1.80276      87.7%   2.4914       85.0%  M·R  cjxl_0.10.1_d0e7
 95643238  4.5094561  96.82%   1.84816      89.9%   2.2401       76.4%  ···  cjxl_0.10.1_d0e7g2
 94832806  4.5150662  96.94%   0.578823     28.2%   0.579085     19.7%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 95980128  4.5256776  97.16%   1.89114      92.0%   2.3261       79.3%  ·C·  cjxl_0.10.1_d0e6E4g2
 96949104  4.5569881  97.84%   1.83155      89.1%   2.5296       86.3%  ··R  cjxl_0.10.1_d0e6E4
 96592964  4.5839338  98.42%   0.548794     26.7%   0.548571     18.7%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 97741737  4.6038457  98.84%   2.1154      102.9%   2.3893       81.5%  ·C·  cjxl_0.10.1_d0e5E4g3
 98179379  4.6191738  99.17%   2.1183      103.1%   2.6201       89.3%  ·CR  cjxl_0.10.1_d0e5E4g2
 98026140  4.6247762  99.29%   2.1063      102.5%   2.3822       81.2%  ···  cjxl_0.10.1_d0e6g3
 98211898  4.6328417  99.47%   2.1053      102.4%   2.6030       88.8%  ···  cjxl_0.10.1_d0e6g2
 98646366  4.6349004  99.51%   2.0571      100.1%   2.9248       99.7%  ··R  cjxl_0.10.1_d0e5E4
 97617114  4.6505583  99.85%   0.09770772    4.8%   0.09769900    3.3%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 99124042  4.6577553  97.84%   2.0551       88.9%   2.9328       85.1%  M·R  cjxl_0.10.1_d0e6
101176705  4.7551904  99.89%   2.3841      103.1%   2.7169       78.8%  ·C·  cjxl_0.10.1_d0e5g3
101177483  4.7570184  99.93%   2.3720      102.6%   2.9857       86.6%  ··R  cjxl_0.10.1_d0e5g2
101371615  4.7603788  93.96%   2.3127       69.9%   3.4481       58.8%  M·R  cjxl_0.10.1_d0e5
103531913  4.8542827  95.82%   3.0935       93.5%   3.8309       65.3%  ·CR  cjxl_0.10.1_d0e4E4g3
103704549  4.8615010  95.96%   3.0424       92.0%   4.2690       72.8%  ··R  cjxl_0.10.1_d0e4E4g2
104562764  4.8902245  96.53%   2.8530       86.2%   4.7804       81.5%  ··R  cjxl_0.10.1_d0e4E4
107429405  5.0331973  99.35%   3.5807      108.2%   4.4951       76.6%  ·C·  cjxl_0.10.1_d0e4g3
107536020  5.0372023  99.43%   3.5071      106.0%   5.0458       86.0%  ··R  cjxl_0.10.1_d0e4g2
108413228  5.0662767  93.36%   3.3084       63.5%   5.8658       41.6%  M·R  cjxl_0.10.1_d0e4
111204614  5.2082826  95.98%   0.3794471     7.3%   0.3793334     2.7%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
111306552  5.2110923  96.03%   0.4065257     7.8%   0.4064606     2.9%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
111968860  5.2341625  96.45%   0.3762845     7.2%   0.3761090     2.7%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
112146322  5.2382352  96.53%   0.3867548     7.4%   0.3865068     2.7%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
112776915  5.2900981  97.48%   0.624606     12.0%   0.625024      4.4%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
115279983  5.4142805  99.77%   6.3309      121.5%   9.1356       64.8%  ·CR  cjxl_0.10.1_d0e3g3
115383794  5.4177889  99.84%   6.1032      117.1%  11.208        79.5%  ··R  cjxl_0.10.1_d0e3g2
115589010  5.4266592  95.44%   5.2113       67.8%  14.102        83.3%  M·R  cjxl_0.10.1_d0e3
121789423  5.6805467  99.91%   7.9910      103.9%  12.456        73.6%  ·C·  cjxl_0.10.1_d0e2g3
121830278  5.6820599  99.93%   7.8800      102.5%  12.839        75.8%  ···  cjxl_0.10.1_d0e2g2
121917021  5.6859043  89.94%   7.6910       24.2%  16.93         46.3%  M·R  cjxl_0.10.1_d0e2
122442860  5.7903708  91.60%   0.335753      1.1%   0.335681      0.9%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
135982111  6.3206612  99.98%   0.09598927    0.3%   0.09598617    0.3%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
133654387  6.3217008   ····   31.73         ····   36.58         ····   MCR  cjxl_0.10.1_d0e1
136579345  6.3534380   ····    0.4036999    ····    0.4039397    ····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
136431238  6.5023557   ····    0.573003     ····    0.572887     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
136543420  6.5071459   ····    0.554129     ····    0.554125     ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
139540429  6.6120259   ····    0.2597696    ····    0.2597138    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

metadata none, size 1000001 3000000

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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
287  100.00%  1.73  100.00%  137590  0.08  1.00  0.98  all                      8   2.79%  1.66   2.67%  390261  0.23  1.00  0.82  photo_like
 51   17.77%  2.07   21.27%  151022  0.07  1.00  0.86  3d                       2   0.70%  1.61   0.65%   12488  0.01  0.99  1.26  pixel_art
  7    2.44%  1.68    2.37%  294867  0.17  1.00  0.89  album_art               10   3.48%  1.77   3.56%    5827  0.00  0.98  2.71  pixel_art_scaled
 31   10.80%  1.40    8.76%   91425  0.07  1.13  1.31  algorithmic              2   0.70%  1.61   0.65%   12488  0.01  0.99  1.26  sprite_sheet
  3    1.05%  1.82    1.10%  116147  0.06  1.00  0.85  blend                    3   1.05%  1.51   0.91%    8162  0.01  0.85  1.08  text
  8    2.79%  1.86    2.99%  142873  0.09  1.00  0.80  boxed                    4   1.39%  1.05   0.84%   28485  0.03  1.00  0.82  texture
  5    1.74%  1.30    1.31%    9388  0.01  0.96  0.93  chart                   34  11.85%  1.74  11.90%   69396  0.04  0.93  0.94  ui
  1    0.35%  2.07    0.42%  456202  0.22  1.00  0.84  collage                  2   0.70%  1.88   0.76%   15981  0.01  1.00  1.02  vector
  6    2.09%  1.83    2.20%   62064  0.03  0.96  0.83  comic                   20   6.97%  1.71   6.87%  174711  0.10  0.99  1.08  watermark
  2    0.70%  1.05    0.42%   31449  0.03  1.00  0.88  diffuse                274  95.47%  1.73  95.58%  136819  0.08  1.00  0.97  visibly_opaque
 34   11.85%  1.67   11.45%  117964  0.07  1.00  0.82  digital_painting        13   4.53%  1.69   4.42%  153837  0.10  1.00  1.04  visibly_transparent
  6    2.09%  1.66    2.01%  302073  0.18  1.00  0.82  digital_painting_like    1   0.35%  1.42   0.29%     223  0.00  1.00  0.68  DirectClass_Gray_Alpha
  2    0.70%  1.24    0.50%   10122  0.01  1.00  0.88  dither_mean            222  77.35%  1.77  79.04%  154772  0.09  0.99  0.94  DirectClass_sRGB
  9    3.14%  1.74    3.16%  107154  0.07  0.96  0.83  edit                    47  16.38%  1.56  14.75%  109079  0.07  0.99  1.15  DirectClass_sRGB_Alpha
 18    6.27%  1.96    7.11%  142328  0.08  1.00  0.78  film                     9   3.14%  1.80   3.26%     167  0.00  1.44  0.70  PseudoClass_Gray
 58   20.21%  2.02   23.56%  130328  0.06  1.00  0.88  game                     7   2.44%  1.74   2.45%      62  0.00  0.97  1.17  PseudoClass_sRGB
 10    3.48%  1.45    2.92%   22642  0.02  1.00  1.02  game_asset               1   0.35%  1.08   0.22%     106  0.00  1.00  3.15  PseudoClass_sRGB_Alpha
  8    2.79%  1.82    2.93%   68722  0.04  1.01  0.97  glitch                   1   0.35%  2.38   0.48%  175813  0.07  1.00  0.86  source_app
  2    0.70%  1.72    0.69%  146688  0.09  1.00  0.80  gregstump                2   0.70%  1.61   0.65%   12488  0.01  0.99  1.26  source_app->exiftool
 22    7.67%  1.14    5.04%  126531  0.10  1.18  0.77  jxl_art                  2   0.70%  1.62   0.65%  241406  0.12  1.00  1.47  source_gimp->exiftool
  9    3.14%  2.06    3.73%    5610  0.00  1.00  2.65  larip                    4   1.39%  2.05   1.65%   42650  0.02  0.94  0.91  source_gnome_screenshot->exiftool
 39   13.59%  1.74   13.62%  128582  0.08  1.00  0.84  lossy                    1   0.35%  2.07   0.42%   19818  0.01  1.00  0.79  source_imagemagick
 24    8.36%  1.81    8.76%  328503  0.19  1.00  0.82  machine_learning       211  73.52%  1.77  75.21%  129704  0.08  1.01  0.95  source_imagemagick->exiftool
  8    2.79%  1.55    2.50%  114054  0.08  0.99  0.81  misc                     2   0.70%  1.79   0.72%   59126  0.03  1.00  0.80  source_sdl
 15    5.23%  1.62    4.88%  139900  0.09  0.98  0.96  mixed                   19   6.62%  1.44   5.49%  125234  0.08  1.00  0.90  source_unknown->exiftool
  2    0.70%  1.05    0.42%   25520  0.02  1.00  0.76  normal                  16   5.57%  1.39   4.47%   66804  0.06  0.99  1.55  source_web
  1    0.35%  2.36    0.48%   59557  0.03  1.00  0.81  panorama                29  10.10%  1.76  10.26%  264834  0.16  1.00  0.85  source_web->exiftool
 28    9.76%  1.52    8.57%  215829  0.15  1.00  0.85  photo

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4g2  98.97%  245.7085%  306.9831%   cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e8E4    99.37%  159.8178%  160.0567%   cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4g2  99.64%  215.703%   194.574%    cjxl_0.10.1_d0e8

                                                                  Mpx/s real % of denser milestone
                                                                  |       milestone
                      bpp % of denser milestone                   |       |Pareto front for bpp and CPU time
                      |                     Mpx/s CPU % of denser milestone|Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)      Mpx/s real (mean)     |||  best of
265881036  4.2797956  94.36%   0.09357771    71.1%   0.09357276    64.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
266289194  4.2881726  94.54%   0.1162164     88.3%   0.1162160     79.9%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
266341979  4.2890473  94.56%   0.1161565     88.3%   0.1161615     79.9%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
266363230  4.2894714  94.57%   0.1174045     89.2%   0.1174011     80.8%  ·CR  cjxl_0.10.1_d0e10E3I99g3num_threads0
266546808  4.2909595  94.60%   0.09478263    72.0%   0.09476604    65.2%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
266621401  4.2933529  94.65%   0.1151544     87.5%   0.1151464     79.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
266742790  4.2957167  94.71%   0.09310427    70.7%   0.09309926    64.0%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
266821561  4.2961226  94.72%   0.1156203     87.9%   0.1156126     79.5%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
266958640  4.2993958  94.79%   0.1185939     90.1%   0.1185906     81.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
267010052  4.3002555  94.81%   0.1183635     89.9%   0.1183601     81.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
267023299  4.3005478  94.81%   0.1200571     91.2%   0.1200524     82.6%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
267308180  4.3047502  94.91%   0.1176876     89.4%   0.1176791     80.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
267434183  4.3065459  94.95%   0.1182721     89.9%   0.1182670     81.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
267968509  4.3150233  95.13%   0.076644573   58.2%   0.076641455   52.7%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
268783683  4.3285918  95.43%   0.074629049   56.7%   0.074625578   51.3%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
270797003  4.3624303  96.18%   0.1392693    105.8%   0.1392619     95.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
270894768  4.3641933  96.22%   0.1401963    106.5%   0.1401886     96.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
271085186  4.3643862  96.22%   0.056815703   43.2%   0.056812293   39.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
271450903  4.3726324  96.40%   0.1406467    106.9%   0.1406383     96.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
271553098  4.3744479  96.44%   0.1403898    106.7%   0.1403725     96.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
272360484  4.3853544  96.68%   0.09774262    74.3%   0.09771753    67.2%  ···  cjxl_0.10.1_d0e10E3num_threads0
275293269  4.4621349  98.38%   0.3639756    276.6%   0.4242785    291.8%  ·CR  cjxl_0.10.1_d0e9E4g3
278901371  4.4827268  98.83%   0.060919443   46.3%   0.060916570   41.9%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
277082347  4.4890051  98.97%   0.3233516    245.7%   0.4462937    307.0%  ··R  cjxl_0.10.1_d0e9E4g2
280010839  4.5147843  99.54%   0.08341287    63.4%   0.08340876    57.4%  ···  cjxl_0.10.1_d0e10I100num_threads0
280760140  4.5319577  99.92%   0.2295503    174.4%   0.2295404    157.9%  ···  cjxl_0.10.1_d0e10g3num_threads0
280760140  4.5319577  99.92%   0.2251944    171.1%   0.2403970    165.4%  ···  cjxl_0.10.1_d0e10g3
281285329  4.5357984  97.30%   0.1315997     36.6%   0.1453805     24.8%  M··  cjxl_0.10.1_d0e10
280582007  4.5428113  97.45%   0.2824204     78.5%   0.4353220     74.2%  ···  cjxl_0.10.1_d0e9E4
283455840  4.6042595  98.77%   0.5740413    159.6%   0.8210671    139.9%  ·CR  cjxl_0.10.1_d0e8E4g2
284338206  4.6131654  98.96%   0.5766268    160.4%   0.6721119    114.5%  ·C·  cjxl_0.10.1_d0e8E4g3
284895906  4.6175968  99.06%   0.3518918     97.9%   0.3518655     60.0%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
285675707  4.6322986  99.37%   0.5747104    159.8%   0.9391558    160.1%  ··R  cjxl_0.10.1_d0e8E4
286084086  4.6376729  99.49%   0.4341939    120.7%   0.5131318     87.5%  ···  cjxl_0.10.1_d0e9g3
286522779  4.6425609  99.59%   0.3990330    111.0%   0.5734081     97.7%  ···  cjxl_0.10.1_d0e9g2
286311872  4.6427890  99.60%   0.4531745    126.0%   0.4532004     77.2%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
287895256  4.6615814  98.38%   0.3596035     58.8%   0.5867644     56.7%  M··  cjxl_0.10.1_d0e9
290336591  4.7076081  99.35%   0.4305195     70.4%   0.4304771     41.6%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
290383082  4.7096577  99.40%   0.3821100     62.4%   0.3820995     36.9%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
290026325  4.7212109  99.64%   1.32003      215.7%   2.01405      194.6%  ·CR  cjxl_0.10.1_d0e7E4g2
291158340  4.7214831  99.65%   0.4564814     74.6%   0.4564678     44.1%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
291219140  4.7245289  99.71%   0.3910802     63.9%   0.3910368     37.8%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
291780026  4.7304735  99.84%   0.3949650     64.5%   0.3949498     38.2%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
291523464  4.7334850  99.90%   0.6016660     98.3%   0.8477726     81.9%  ···  cjxl_0.10.1_d0e8g2
292206335  4.7381770  97.40%   0.6119661     43.5%   1.03510       40.7%  M··  cjxl_0.10.1_d0e8
290796206  4.7419885  97.48%   1.43973      102.4%   1.77447       69.9%  ·C·  cjxl_0.10.1_d0e7E4g3
291811895  4.7430527  97.50%   1.19417       85.0%   2.06632       81.3%  ··R  cjxl_0.10.1_d0e7E4
292943018  4.7487876  97.62%   0.4056025     28.9%   0.4055470     16.0%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
292660572  4.7493877  97.63%   0.6059566     43.1%   0.7095274     27.9%  ···  cjxl_0.10.1_d0e8g3
296726608  4.8170352  99.02%   0.4223583     30.0%   0.4222997     16.6%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
298253886  4.8422277  99.54%   0.4180638     29.7%   0.4180405     16.5%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
298007772  4.8623392  99.96%   1.76380      125.5%   2.20466       86.8%  ·CR  cjxl_0.10.1_d0e6E4g3
299302622  4.8645234  94.66%   1.40573       80.7%   2.54023       76.7%  M·R  cjxl_0.10.1_d0e7
299074696  4.8662711  94.69%   1.55724       89.4%   2.43802       73.7%  ···  cjxl_0.10.1_d0e7g2
300069733  4.8942163  95.23%   1.67449       96.2%   2.09122       63.2%  ···  cjxl_0.10.1_d0e7g3
301696583  4.9033227  95.41%   1.63662       94.0%   2.56519       77.5%  ··R  cjxl_0.10.1_d0e6E4g2
304254713  4.9492970  96.31%   1.45557       83.6%   2.57277       77.7%  ··R  cjxl_0.10.1_d0e6E4
305222425  4.9797471  96.90%   0.3797404     21.8%   0.3797169     11.5%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
313458671  5.0073880  97.44%   0.06842528     3.9%   0.06842155     2.1%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
306913154  5.0091483  97.47%   2.08122      119.5%   2.64426       79.9%  ·CR  cjxl_0.10.1_d0e5E4g3
308288499  5.0176261  97.64%   1.94986      112.0%   3.17970       96.1%  ··R  cjxl_0.10.1_d0e5E4g2
309438951  5.0365193  98.00%   1.73489       99.6%   3.24298       98.0%  ··R  cjxl_0.10.1_d0e5E4
311276652  5.0792447  98.84%   2.06637      118.7%   2.63725       79.7%  ···  cjxl_0.10.1_d0e6g3
315177707  5.1181865  99.59%   1.93972      111.4%   3.16809       95.7%  ···  cjxl_0.10.1_d0e6g2
315954343  5.1391029  97.74%   1.74134       83.0%   3.31009       79.4%  M·R  cjxl_0.10.1_d0e6
323028497  5.2580945  92.23%   2.09905       67.1%   4.16795       61.2%  MCR  cjxl_0.10.1_d0e5
322794025  5.2694348  92.43%   2.42959       77.7%   3.14656       46.2%  ·C·  cjxl_0.10.1_d0e5g3
324090567  5.2722844  92.48%   2.32395       74.3%   3.94502       57.9%  ···  cjxl_0.10.1_d0e5g2
326754419  5.3581464  93.99%   3.07609       98.3%   4.17321       61.2%  ·CR  cjxl_0.10.1_d0e4E4g3
328596208  5.3856184  94.47%   2.81017       89.8%   5.15603       75.7%  ··R  cjxl_0.10.1_d0e4E4g2
329553707  5.4080052  94.86%   2.41857       77.3%   4.98787       73.2%  ···  cjxl_0.10.1_d0e4E4
344295132  5.6518162  99.14%   3.73909      119.5%   5.20204       76.3%  ·CR  cjxl_0.10.1_d0e4g3
346188716  5.6800530  99.64%   3.52029      112.5%   6.6138        97.1%  ··R  cjxl_0.10.1_d0e4g2
347038574  5.7008495  93.38%   3.12806       56.6%   6.8145        25.6%  M·R  cjxl_0.10.1_d0e4
354855837  5.7161910  93.63%   0.2253649      4.1%   0.2253185      0.8%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
355180712  5.7217964  93.72%   0.2468324      4.5%   0.2467734      0.9%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
355949249  5.7306724  93.87%   0.2159310      3.9%   0.2159248      0.8%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
356328572  5.7374815  93.98%   0.2245311      4.1%   0.2245229      0.8%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
357598423  5.7607215  94.36%   0.3559995      6.4%   0.3561036      1.3%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
369933532  6.0892388  99.74%   8.0343       145.3%  14.213         53.3%  ·CR  cjxl_0.10.1_d0e3g3
370243541  6.0942875  99.82%   6.8659       124.2%  21.652         81.3%  ··R  cjxl_0.10.1_d0e3g2
370908920  6.1050592  93.55%   5.5281        61.2%  26.644         87.2%  M·R  cjxl_0.10.1_d0e3
391543118  6.2565031  95.87%   0.2172692      2.4%   0.2172555      0.7%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
395363575  6.5236439  99.96%  10.102        111.8%  24.927         81.6%  ·C·  cjxl_0.10.1_d0e2g2
395398692  6.5237943  99.96%  11.328        125.3%  20.490         67.1%  ·C·  cjxl_0.10.1_d0e2g3
395513192  6.5263032  92.80%   9.0369        17.8%  30.557         50.6%  M·R  cjxl_0.10.1_d0e2
419282101  6.7605673  96.13%   0.065345153    0.1%   0.065342224    0.1%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
434455607  6.9826566  99.29%   0.2492065      0.5%   0.2491968      0.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
434545572  6.9843587  99.31%   0.2624344      0.5%   0.2623403      0.4%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
434506745  6.9996575  99.53%   0.2117209      0.4%   0.2116986      0.4%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
435065422  7.0126845  99.72%   0.1878461      0.4%   0.1878397      0.3%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
426505254  7.0326138   ····   50.845         ····   60.35          ····   MCR  cjxl_0.10.1_d0e1

metadata none, size 3000001 100000000

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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
38  100.00%  4.51  100.00%  162716  0.04  0.99  1.31  all                2   5.26%  5.82   6.80%  375466  0.07  1.00  0.85  photo_like
 4   10.53%  3.60    8.41%  134040  0.04  1.00  0.85  3d                 2   5.26%  3.98   4.64%      34  0.00  1.00  9.93  pixel_art_scaled
 3    7.89%  3.90    6.83%  170740  0.04  1.00  0.78  album_art          1   2.63%  4.26   2.49%  259098  0.06  0.96  0.92  ui
 1    2.63%  3.79    2.21%  239084  0.06  1.00  0.78  algorithmic        3   7.89%  4.39   7.70%    7306  0.00  1.00  0.75  vector
 4   10.53%  4.81   11.22%   48391  0.01  0.95  0.93  chart              3   7.89%  4.27   7.48%  154266  0.03  1.00  0.80  watermark
 5   13.16%  5.97   17.42%  119207  0.02  1.01  0.84  comic             34  89.47%  4.52  89.82%  173593  0.04  0.99  1.38  visibly_opaque
 7   18.42%  4.60   18.80%  276747  0.06  1.00  0.84  digital_painting   4  10.53%  4.36  10.18%   70254  0.02  0.99  0.79  visibly_transparent
 4   10.53%  5.15   12.02%   93390  0.02  1.01  0.91  edit              23  60.53%  4.63  62.14%  208218  0.05  1.00  0.83  DirectClass_sRGB
 1    2.63%  6.28    3.67%  319554  0.05  1.00  0.74  game              11  28.95%  4.10  26.31%  126663  0.03  0.98  2.50  DirectClass_sRGB_Alpha
 1    2.63%  3.79    2.21%  239084  0.06  1.00  0.78  jxl_art            4  10.53%  4.94  11.55%     223  0.00  1.01  0.84  PseudoClass_Gray
 2    5.26%  4.39    5.13%  138196  0.03  1.00  0.95  lossy              1   2.63%  4.26   2.49%  259098  0.06  0.96  0.92  source_gnome_screenshot->exiftool
 4   10.53%  4.89   11.41%  229828  0.04  1.00  0.83  machine_learning  21  55.26%  4.70  57.66%  128352  0.03  1.00  0.82  source_imagemagick->exiftool
 1    2.63%  3.61    2.11%     256  0.00  1.00  0.76  misc               5  13.16%  4.71  13.75%  195770  0.04  1.00  0.79  source_unknown->exiftool
 1    2.63%  4.11    2.40%  457306  0.11  1.00  0.78  mixed              3   7.89%  3.66   6.41%  173581  0.05  1.00  3.27  source_web
 3    7.89%  4.39    7.70%    7306  0.00  1.00  0.75  optical_illusion   8  21.05%  4.22  19.69%  216139  0.05  0.98  2.25  source_web->exiftool
 1    2.63%  4.37    2.55%   37531  0.01  1.00  0.84  photo

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e9E4g2  99.61%  283.998%   2508.58%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4g2  97.98%  357.418%    251.23%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4    99.69%  186.430%    170.18%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e5E4    98.84%  103.226%    100.26%    cjxl_0.10.1_d0e6

                                                                Mpx/s real % of denser milestone
                                                                |        milestone
                      bpp % of denser milestone                 |        |Pareto front for bpp and CPU time
                      |                    Mpx/s CPU % of denser milestone|Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)     |||  best of
 81509153  3.8767593  93.64%   0.08063910   60.4%   0.08063407    55.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
 81526038  3.8775486  93.66%   0.1279205    95.9%   0.1279142     87.7%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
 81531475  3.8777546  93.66%   0.1213515    91.0%   0.1213413     83.2%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
 81521044  3.8779536  93.67%   0.08367950   62.7%   0.08367454    57.4%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
 81535583  3.8786451  93.69%   0.1358465   101.8%   0.1358409     93.2%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
 81536282  3.8786892  93.69%   0.1280902    96.0%   0.1280853     87.8%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
 81560441  3.8789869  93.69%   0.1279274    95.9%   0.1279161     87.7%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
 81569509  3.8799591  93.72%   0.1308545    98.1%   0.1308482     89.7%  ···  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
 81668588  3.8852029  93.84%   0.07863518   58.9%   0.07862965    53.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
 81672292  3.8854525  93.85%   0.1242486    93.1%   0.1242428     85.2%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
 81683097  3.8865149  93.88%   0.1250890    93.8%   0.1250803     85.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
 81702902  3.8872363  93.89%   0.1309183    98.1%   0.1309121     89.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
 81728429  3.8889697  93.93%   0.1324045    99.2%   0.1324007     90.8%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
 82172925  3.9086546  94.41%   0.08148290   61.1%   0.08148013    55.9%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
 82173811  3.9093099  94.43%   0.08054251   60.4%   0.08053681    55.2%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
 83058397  3.9529876  95.48%   0.1339985   100.4%   0.1339913     91.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
 83093480  3.9550599  95.53%   0.1509529   113.1%   0.1509427    103.5%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
 83104891  3.9558889  95.55%   0.1412854   105.9%   0.1412716     96.9%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
 83143844  3.9580837  95.60%   0.1468816   110.1%   0.1468723    100.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
 83902172  3.9921629  96.43%   0.05521295   41.4%   0.05520969    37.9%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
 84316844  4.0120770  96.91%   0.09712729   72.8%   0.09710876    66.6%  ···  cjxl_0.10.1_d0e10E3num_threads0
 85171749  4.0458510  97.72%   0.555868    416.6%   1.95842     1343.2%  ·CR  cjxl_0.10.1_d0e9E4g3
 85515229  4.0670326  98.24%   0.2804977   210.2%   0.2804548    192.4%  ···  cjxl_0.10.1_d0e10g3num_threads0
 85515229  4.0670326  98.24%   0.2712053   203.3%   0.3122154    214.1%  ···  cjxl_0.10.1_d0e10g3
 86649910  4.1223817  99.57%   0.08115394   60.8%   0.08114891    55.7%  ···  cjxl_0.10.1_d0e10I100num_threads0
 86838307  4.1240520  99.61%   0.378908    284.0%   3.65757     2508.6%  ··R  cjxl_0.10.1_d0e9E4g2
 86537266  4.1242964  99.62%   0.05544310   41.6%   0.05543928    38.0%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
 86815732  4.1285048  99.72%   0.555073    416.0%   0.555104     380.7%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
 86968841  4.1345298  99.87%   0.436014    326.8%   0.435949     299.0%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
 87018339  4.1400725  94.95%   0.1334192    31.4%   0.1458025      2.9%  M··  cjxl_0.10.1_d0e10
 87927523  4.1784907  95.83%   0.867736    204.5%   3.06815       61.2%  ·C·  cjxl_0.10.1_d0e8E4g3
 88085578  4.1874403  96.03%   0.659119    155.3%   2.34077       46.7%  ···  cjxl_0.10.1_d0e9g3
 88320930  4.1968875  96.25%   0.551116    129.9%   0.551089      11.0%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
 88383047  4.1980543  96.28%   0.696116    164.1%   6.1869       123.3%  ··R  cjxl_0.10.1_d0e8E4g2
 88469346  4.2045825  96.43%   0.625596    147.4%   0.625564      12.5%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
 89098938  4.2317004  97.05%   0.452384    106.6%   0.452338       9.0%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
 89139375  4.2325897  97.07%   0.453573    106.9%   0.453546       9.0%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
 89238972  4.2379292  97.19%   0.496546    117.0%   0.496506       9.9%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
 89231187  4.2386555  97.21%   0.494462    116.5%   0.494424       9.9%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
 89316839  4.2439141  97.33%   1.95242     460.2%   6.9078       137.7%  ·CR  cjxl_0.10.1_d0e7E4g3
 89400104  4.2475397  97.41%   0.463655    109.3%   4.36180       87.0%  ···  cjxl_0.10.1_d0e9g2
 89816248  4.2629701  97.77%   0.476710    112.4%   0.476686       9.5%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
 89779632  4.2642139  97.79%   0.346058     81.6%   4.12714       82.3%  ···  cjxl_0.10.1_d0e9E4
 89885741  4.2721495  97.98%   1.51647     357.4%  12.603        251.2%  ··R  cjxl_0.10.1_d0e7E4g2
 90023721  4.2738740  98.02%   0.476563    112.3%   0.476542       9.5%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
 90083598  4.2824211  98.21%   0.919620    216.7%   3.19419       63.7%  ···  cjxl_0.10.1_d0e8g3
 90600002  4.3056132  98.74%   0.694138    163.6%   6.3707       127.0%  ···  cjxl_0.10.1_d0e8g2
 90716606  4.3122151  98.90%   0.469515    110.7%   0.469470       9.4%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
 91229646  4.3347749  99.41%   0.742700    175.0%   7.7718       154.9%  ···  cjxl_0.10.1_d0e8E4
 91652651  4.3552320  99.88%   2.4772      583.8%   8.5307       170.1%  ·C·  cjxl_0.10.1_d0e6E4g3
 91780858  4.3603835  98.76%   0.424286     54.7%   5.01626       60.0%  M··  cjxl_0.10.1_d0e9
 91810451  4.3649482  98.87%   2.36066     304.2%   8.0233        95.9%  ···  cjxl_0.10.1_d0e7g3
 92337539  4.3917229  99.47%   1.72449     222.2%  14.053        168.0%  ··R  cjxl_0.10.1_d0e7g2
 92580907  4.4015024  99.69%   1.44672     186.4%  14.237        170.2%  ··R  cjxl_0.10.1_d0e7E4
 92882861  4.4150431  98.34%   0.776015     45.1%   8.3656        50.6%  M··  cjxl_0.10.1_d0e8
 94205335  4.4825090  99.84%   1.83483     106.6%  15.188         91.9%  ··R  cjxl_0.10.1_d0e6E4g2
 94388517  4.4897784  95.53%   1.72156      80.0%  16.532         83.4%  M·R  cjxl_0.10.1_d0e7
 94705047  4.5040079  95.84%   2.9815      138.5%  10.243         51.7%  ·C·  cjxl_0.10.1_d0e5E4g3
 94702172  4.5051438  95.86%   2.9655      137.7%  10.211         51.5%  ···  cjxl_0.10.1_d0e6g3
 95905148  4.5659796  97.16%   1.75952      81.7%  16.687         84.1%  ··R  cjxl_0.10.1_d0e6E4
 96263046  4.5832469  97.52%   2.18693     101.6%  17.617         88.8%  ··R  cjxl_0.10.1_d0e5E4g2
 97494092  4.6449767  98.84%   2.22267     103.2%  19.882        100.3%  ··R  cjxl_0.10.1_d0e5E4
 97532374  4.6463614  98.87%   2.12358      98.6%  17.105         86.3%  ···  cjxl_0.10.1_d0e6g2
 98555635  4.6948730  99.90%   3.5281      163.9%  12.181         61.4%  ·C·  cjxl_0.10.1_d0e5g3
 98603305  4.6996333  97.69%   2.15320      87.7%  19.831         90.7%  M··  cjxl_0.10.1_d0e6
 98662604  4.7121718  97.95%   0.06644223    2.7%   0.06643767     0.3%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
 99697214  4.7467508  98.67%   3.3876      138.0%  11.652         53.3%  ···  cjxl_0.10.1_d0e4E4g3
100207374  4.7791424  99.34%   2.5518      104.0%  19.906         91.0%  ··R  cjxl_0.10.1_d0e5g2
100765382  4.7965698  99.71%   2.4475       99.7%  18.694         85.5%  ···  cjxl_0.10.1_d0e4E4g2
101046609  4.8104369  99.99%   2.3755       96.8%  20.249         92.6%  ··R  cjxl_0.10.1_d0e4E4
100809695  4.8107156  95.84%   2.4544       85.1%  21.864         92.7%  M·R  cjxl_0.10.1_d0e5
104089055  4.9631958  98.88%   4.0307      139.8%  13.553         57.5%  ·C·  cjxl_0.10.1_d0e4g3
105146470  5.0136570  99.88%   2.9937      103.8%  21.533         91.3%  ···  cjxl_0.10.1_d0e4g2
105256641  5.0194927  97.52%   2.8834       43.2%  23.58          56.2%  M·R  cjxl_0.10.1_d0e4
107544612  5.1284608  99.64%   8.8582      132.7%  27.36          65.2%  ·CR  cjxl_0.10.1_d0e3g3
107555124  5.1297486  99.66%   6.5022       97.4%  37.31          88.9%  ··R  cjxl_0.10.1_d0e3g2
107928427  5.1471810  92.52%   6.6738       61.7%  41.97          84.0%  M·R  cjxl_0.10.1_d0e3
110066762  5.2333528  94.06%   0.2685637     2.5%   0.2685504      0.5%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
110073786  5.2333943  94.06%   0.2317640     2.1%   0.2317529      0.5%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
110426060  5.2455997  94.28%   0.2152111     2.0%   0.2151987      0.4%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
110456259  5.2473031  94.31%   0.2258333     2.1%   0.2258217      0.5%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
111354319  5.2946271  95.17%   0.4128596     3.8%   0.4128496      0.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
116374089  5.5635987  90.03%  10.809        17.4%  49.97          68.3%  MCR  cjxl_0.10.1_d0e2
117576129  5.6059158  90.72%   0.06321377    0.1%   0.06320900     0.1%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
117666496  5.6224503  90.98%  10.263        16.5%  40.30          55.0%  ···  cjxl_0.10.1_d0e2g2
119044286  5.6830171  91.96%  13.060        21.0%  37.00          50.5%  ·C·  cjxl_0.10.1_d0e2g3
121056660  5.7736127  93.43%   0.2020636     0.3%   0.2020502      0.3%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
129464487  6.1795999   ····   62.16         ····   73.22         ·····   MCR  cjxl_0.10.1_d0e1
133664752  6.3578575   ····    0.2337829    ····    0.2337726    ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
133660056  6.3579737   ····    0.2419094    ····    0.2418967    ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0
133850431  6.3710992   ····    0.2066455    ····    0.2066350    ·····   ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
134034880  6.3813251   ····    0.2024257    ····    0.2024162    ·····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0

metadata none, size 2073600 2073600

contents | cjxl-extra-single-0.10.1 cjxl-multi-0.10.1 extra-fast-multi > 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
100  100.00%  2.07  100.00%  125423  0.06  0.99  1.00  all                 2    2.00%  2.07    2.00%  228216  0.11  1.00  0.85  photo
 39   39.00%  2.07   39.00%  157667  0.08  1.00  0.84  3d                  2    2.00%  2.07    2.00%   28568  0.01  1.00  1.28  pixel_art_scaled
  6    6.00%  2.07    6.00%    8399  0.00  1.01  3.43  algorithmic         1    1.00%  2.07    1.00%   13698  0.01  0.95  1.09  text
  1    1.00%  2.07    1.00%   94810  0.05  1.00  0.79  blend              17   17.00%  2.07   17.00%   94430  0.05  0.95  0.88  ui
  5    5.00%  2.07    5.00%   83752  0.04  1.00  0.81  boxed               1    1.00%  2.07    1.00%   27470  0.01  1.00  0.74  vector
  1    1.00%  2.07    1.00%  456202  0.22  1.00  0.84  collage           100  100.00%  2.07  100.00%  125423  0.06  0.99  1.00  visibly_opaque
  4    4.00%  2.07    4.00%  137562  0.07  1.00  0.78  digital_painting   92   92.00%  2.07   92.00%  129286  0.06  0.99  1.02  DirectClass_sRGB
  1    1.00%  2.07    1.00%   21658  0.01  1.00  0.72  edit                4    4.00%  2.07    4.00%  161884  0.08  1.00  0.82  DirectClass_sRGB_Alpha
 16   16.00%  2.07   16.00%  136595  0.07  1.00  0.77  film                2    2.00%  2.07    2.00%     111  0.00  1.01  0.66  PseudoClass_Gray
 49   49.00%  2.07   49.00%  143233  0.07  1.00  0.85  game                2    2.00%  2.07    2.00%     116  0.00  1.00  0.87  PseudoClass_sRGB
  6    6.00%  2.07    6.00%   80834  0.04  1.01  0.98  glitch              1    1.00%  2.07    1.00%  456202  0.22  1.00  0.84  source_gimp->exiftool
  1    1.00%  2.07    1.00%  111700  0.05  1.00  0.77  gregstump           2    2.00%  2.07    2.00%   72757  0.04  1.00  0.84  source_gnome_screenshot->exiftool
  6    6.00%  2.07    6.00%    8399  0.00  1.01  3.43  larip               1    1.00%  2.07    1.00%   19818  0.01  1.00  0.79  source_imagemagick
 16   16.00%  2.07   16.00%  144823  0.07  1.00  0.77  lossy              95   95.00%  2.07   95.00%  124306  0.06  0.99  1.01  source_imagemagick->exiftool
  2    2.00%  2.07    2.00%  119814  0.06  0.97  0.92  misc                1    1.00%  2.07    1.00%  111700  0.05  1.00  0.77  source_sdl
  6    6.00%  2.07    6.00%  171116  0.08  0.97  0.88  mixed

fastest as dense as milestone
|                     size    speed CPU  speed real  compared to
cjxl_0.10.1_d0e8E4g2  98.60%  421.010%   480.142%    cjxl_0.10.1_d0e10
cjxl_0.10.1_d0e7E4g3  99.41%  438.419%   412.626%    cjxl_0.10.1_d0e9
cjxl_0.10.1_d0e7E4g3  98.21%  263.911%   246.878%    cjxl_0.10.1_d0e8
cjxl_0.10.1_d0e6E4g3  98.30%  133.271%   107.859%    cjxl_0.10.1_d0e7
cjxl_0.10.1_d0e6g2    99.80%  110.962%   103.30%     cjxl_0.10.1_d0e6
cjxl_0.10.1_d0e4E4g3  99.85%  147.31%    114.27%     cjxl_0.10.1_d0e5

                                           Mpx/s CPU % of denser milestone
                                           |                    Mpx/s real % of denser milestone
                                           |                    |       milestone
                                           |                    |       |Pareto front for bpp and CPU time
                      bpp % of denser milestone                 |       ||Pareto front for bpp and real time
B          bpp (mean) |       Mpx/s CPU (mean)     Mpx/s real (mean)    |||  best of
101214727  3.9048892  93.35%   0.08262902   72.7%   0.08262444   66.1%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0num_threads0
101406017  3.9122692  93.53%   0.08540634   75.2%   0.08540119   68.3%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0num_threads0
101424436  3.9129798  93.54%   0.08525697   75.0%   0.08525274   68.2%  ···  cjxl_0.10.1_d0e10E3I100g3num_threads0
101437930  3.9135004  93.56%   0.08516577   75.0%   0.08516178   68.1%  ···  cjxl_0.10.1_d0e10E3I99g3num_threads0
101564351  3.9183777  93.67%   0.08322058   73.3%   0.08321688   66.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0Y0patches0num_threads0
101697331  3.9235081  93.80%   0.08207367   72.2%   0.08206963   65.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors0X0num_threads0
101742452  3.9252489  93.84%   0.08552927   75.3%   0.08551609   68.4%  ·CR  cjxl_0.10.1_d0e10E3I100g3X0Y0num_threads0
101756379  3.9257862  93.85%   0.08579890   75.5%   0.08579450   68.6%  ·CR  cjxl_0.10.1_d0e10E3I100g3Y0patches0num_threads0
101772801  3.9264198  93.87%   0.08553045   75.3%   0.08552707   68.4%  ···  cjxl_0.10.1_d0e10E3I100g3patches0num_threads0
101782682  3.9268010  93.88%   0.08666648   76.3%   0.08666286   69.3%  ·CR  cjxl_0.10.1_d0e10E3I99g3patches0num_threads0
101834727  3.9288089  93.92%   0.08493372   74.8%   0.08492986   67.9%  ···  cjxl_0.10.1_d0e10E3I100g3X0num_threads0
102115012  3.9396224  94.18%   0.08589987   75.6%   0.08588486   68.7%  ···  cjxl_0.10.1_d0e10E3I100g3X0Y0patches0num_threads0
102138865  3.9405426  94.20%   0.08532998   75.1%   0.08532682   68.3%  ···  cjxl_0.10.1_d0e10E3I100g3X0patches0num_threads0
102398582  3.9505626  94.44%   0.05897735   51.9%   0.05897428   47.2%  ···  cjxl_0.10.1_d0e10E3I100g2num_threads0
102830127  3.9672117  94.84%   0.05861252   51.6%   0.05860960   46.9%  ···  cjxl_0.10.1_d0e10E3I100g2patches0num_threads0
103598565  3.9968582  95.55%   0.1035197    91.1%   0.1035182    82.8%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000num_threads0
103613895  3.9974497  95.56%   0.1050191    92.4%   0.1050063    84.0%  ·CR  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0num_threads0
103783874  4.0040075  95.72%   0.307311    270.5%   0.346524    277.2%  ·CR  cjxl_0.10.1_d0e9E4g3
104047953  4.0141957  95.96%   0.1008052    88.7%   0.1008009    80.6%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000patches0num_threads0
104067302  4.0149422  95.98%   0.1020874    89.9%   0.1020813    81.7%  ···  cjxl_0.10.1_d0e10E3I100g3modular_palette_colors10000Y0patches0num_threads0
104360227  4.0262433  96.25%   0.04883012   43.0%   0.04882654   39.1%  ···  cjxl_0.10.1_d0e10E3I100num_threads0
104904622  4.0472462  96.75%   0.08520962   75.0%   0.08520555   68.2%  ···  cjxl_0.10.1_d0e10E3num_threads0
105072539  4.0537245  96.91%   0.268115    236.0%   0.322724    258.1%  ···  cjxl_0.10.1_d0e9E4g2
106902243  4.1243149  98.60%   0.478270    421.0%   0.600262    480.1%  ·CR  cjxl_0.10.1_d0e8E4g2
107029610  4.1292288  98.71%   0.1808842   159.2%   0.1808736   144.7%  ···  cjxl_0.10.1_d0e10g3num_threads0
107029610  4.1292288  98.71%   0.1792826   157.8%   0.1933080   154.6%  ···  cjxl_0.10.1_d0e10g3
107247517  4.1376357  98.92%   0.491130    432.3%   0.554636    443.6%  ·C·  cjxl_0.10.1_d0e8E4g3
107286369  4.1391346  98.95%   0.249295    219.4%   0.311906    249.5%  ···  cjxl_0.10.1_d0e9E4
107881577  4.1620979  99.50%   0.07076422   62.3%   0.07076094   56.6%  ···  cjxl_0.10.1_d0e10I100num_threads0
108004082  4.1668242  99.61%   0.296262    260.8%   0.296244    237.0%  ···  cjxl_0.10.1_d0e10P14I100g3num_threads0
108332775  4.1795052  99.92%   0.379322    333.9%   0.379367    303.5%  ···  cjxl_0.10.1_d0e10P5I100g3num_threads0
108369653  4.1809280  99.95%   0.374765    329.9%   0.434201    347.3%  ···  cjxl_0.10.1_d0e9g3
108423332  4.1829989  98.20%   0.1136007    35.9%   0.1250176    29.6%  M··  cjxl_0.10.1_d0e10
108802340  4.1976211  98.54%   0.05574717   17.6%   0.05574417   13.2%  ···  cjxl_0.10.1_d0e10E3I100g0num_threads0
108980006  4.2044755  98.71%   0.336685    106.4%   0.424791    100.7%  ···  cjxl_0.10.1_d0e9g2
109041160  4.2068349  98.76%   0.488482    154.4%   0.650202    154.2%  ··R  cjxl_0.10.1_d0e8E4
109756320  4.2344259  99.41%   1.38687     438.4%   1.74000     412.6%  ·CR  cjxl_0.10.1_d0e7E4g3
109766313  4.2348115  99.42%   0.338505    107.0%   0.338485     80.3%  ···  cjxl_0.10.1_d0e10P1I100g3num_threads0
109862253  4.2385128  99.50%   1.18404     374.3%   1.68896     400.5%  ···  cjxl_0.10.1_d0e7E4g2
110068760  4.2464799  99.69%   0.2922871    92.4%   0.2922692    69.3%  ···  cjxl_0.10.1_d0e10P1I100g2num_threads0
110100612  4.2477088  99.72%   0.344252    108.8%   0.344236     81.6%  ···  cjxl_0.10.1_d0e10P1I100g3patches0num_threads0
110248522  4.2534152  99.85%   0.507916    160.6%   0.635426    150.7%  ···  cjxl_0.10.1_d0e8g2
110328028  4.2564826  99.93%   0.2907458    91.9%   0.2907294    68.9%  ···  cjxl_0.10.1_d0e10P1I100g2patches0num_threads0
110408875  4.2596017  98.80%   0.316335     60.2%   0.421690     59.8%  M··  cjxl_0.10.1_d0e9
110467142  4.2618496  98.85%   0.522617     99.4%   0.591238     83.9%  ···  cjxl_0.10.1_d0e8g3
111553682  4.3037686  99.82%   1.07606     204.8%   1.59449     226.2%  ···  cjxl_0.10.1_d0e7E4
111591019  4.3052091  99.85%   0.313663     59.7%   0.313649     44.5%  ···  cjxl_0.10.1_d0e10P2I100g2num_threads0
111754826  4.3115288  97.38%   0.525509     40.5%   0.704803     34.3%  M··  cjxl_0.10.1_d0e8
112268344  4.3313404  97.83%   0.315530     24.3%   0.315510     15.4%  ···  cjxl_0.10.1_d0e10P2I100g2patches0num_threads0
112800343  4.3518651  98.30%   1.73050     133.3%   2.21637     107.9%  ·CR  cjxl_0.10.1_d0e6E4g3
112888642  4.3552717  98.37%   0.332546     25.6%   0.332530     16.2%  ···  cjxl_0.10.1_d0e10P11I100g3num_threads0
113474097  4.3778587  98.88%   1.63252     125.7%   2.07709     101.1%  ···  cjxl_0.10.1_d0e7g3
113543555  4.3805384  98.94%   0.332555     25.6%   0.332543     16.2%  ···  cjxl_0.10.1_d0e10P12I100g3num_threads0
113725923  4.3875742  99.10%   1.43930     110.8%   2.15522     104.9%  ···  cjxl_0.10.1_d0e7g2
114756131  4.4273199  93.96%   1.29848      77.9%   2.05488      72.4%  M··  cjxl_0.10.1_d0e7
115340554  4.4498671  94.44%   0.320264     19.2%   0.320239     11.3%  ···  cjxl_0.10.1_d0e10P6I100g3num_threads0
115578356  4.4590415  94.63%   1.53690      92.2%   2.32403      81.9%  ··R  cjxl_0.10.1_d0e6E4g2
116317232  4.4875475  95.24%   2.03945     122.4%   2.6540       93.5%  ·CR  cjxl_0.10.1_d0e5E4g3
116813593  4.5066973  95.65%   1.36748      82.0%   2.17034      76.5%  ···  cjxl_0.10.1_d0e6E4
117774598  4.5437731  96.43%   1.84742     110.8%   2.9179      102.8%  ··R  cjxl_0.10.1_d0e5E4g2
118740737  4.5810470  97.22%   2.02322     121.4%   2.6591       93.7%  ···  cjxl_0.10.1_d0e6g3
118834766  4.5846746  97.30%   1.64567      98.7%   2.8093       99.0%  ···  cjxl_0.10.1_d0e5E4
121892385  4.7026383  99.80%   1.84961     111.0%   2.9321      103.3%  ··R  cjxl_0.10.1_d0e6g2
122130702  4.7118326  97.82%   1.66688      82.3%   2.8383       76.7%  M··  cjxl_0.10.1_d0e6
123267288  4.7556824  98.73%   2.3765      117.4%   3.1586       85.3%  ·CR  cjxl_0.10.1_d0e5g3
124674391  4.8099688  99.85%   2.9826      147.3%   4.2293      114.3%  ·CR  cjxl_0.10.1_d0e4E4g3
124855520  4.8169568  94.20%   2.02470      68.1%   3.7013       58.6%  M··  cjxl_0.10.1_d0e5
124953428  4.8207341  94.28%   2.2255       74.9%   3.6655       58.1%  ···  cjxl_0.10.1_d0e5g2
125635397  4.8470446  94.79%   2.6433       88.9%   4.8222       76.4%  ··R  cjxl_0.10.1_d0e4E4g2
125683249  4.8488908  94.83%   2.3007       77.4%   4.5755       72.5%  ···  cjxl_0.10.1_d0e4E4
125753855  4.8516148  94.88%   0.06407797    2.2%   0.06407385    1.0%  ···  cjxl_0.10.1_d0e10E3I100modular_palette_colors10000num_threads0
131235488  5.0630975  99.02%   0.1920579     6.5%   0.1919958     3.0%  ···  cjxl_0.10.1_d0e10P0I100g3num_threads0
131409752  5.0698207  99.15%   0.2084267     7.0%   0.2084174     3.3%  ···  cjxl_0.10.1_d0e10P0I100g3patches0num_threads0
131567854  5.0759203  99.27%   3.6947      124.3%   5.3487       84.7%  ·CR  cjxl_0.10.1_d0e4g3
132270292  5.1030205  99.80%   0.1847408     6.2%   0.1847299     2.9%  ···  cjxl_0.10.1_d0e10P0I100g2num_threads0
132382868  5.1073637  99.88%   0.1911772     6.4%   0.1911674     3.0%  ···  cjxl_0.10.1_d0e10P0I100g2patches0num_threads0
132501878  5.1119552  99.97%   0.3061934    10.3%   0.3061827     4.8%  ···  cjxl_0.10.1_d0e10P0I1g3patches0num_threads0
132538364  5.1133628  91.85%   2.9717       51.7%   6.3140       21.8%  M·R  cjxl_0.10.1_d0e4
132555479  5.1140231  91.87%   3.3898       59.0%   6.3493       21.9%  ··R  cjxl_0.10.1_d0e4g2
143903845  5.5518459  99.73%   8.0178      139.5%  15.626        54.0%  ·CR  cjxl_0.10.1_d0e3g3
144042478  5.5571944  99.83%   6.4730      112.6%  22.79         78.7%  ··R  cjxl_0.10.1_d0e3g2
144293181  5.5668666  96.11%   5.7465       62.3%  28.94         88.6%  M·R  cjxl_0.10.1_d0e3
149905458  5.7833896  99.85%  11.515       124.8%  22.44         68.7%  ·C·  cjxl_0.10.1_d0e2g3
149981248  5.7863136  99.90%  10.173       110.2%  27.11         83.0%  ···  cjxl_0.10.1_d0e2g2
150126431  5.7919148  91.57%   9.2270       17.5%  32.68         52.3%  M·R  cjxl_0.10.1_d0e2
151819924  5.8572502  92.61%   0.2233706     0.4%   0.2233593     0.4%  ···  cjxl_0.10.1_d0e10P0E3I100modular_palette_colors10000X0Y0patches0num_threads0
157535307  6.0777510  96.09%   0.06199800    0.1%   0.06199454    0.1%  ···  cjxl_0.10.1_d0e10E3I100g0modular_palette_colors70000num_threads0
163022638  6.2894536  99.44%   0.1720084     0.3%   0.1719979     0.3%  ···  cjxl_0.10.1_d0e10P0I0g3patches0num_threads0
163268250  6.2989294  99.59%   0.1672916     0.3%   0.1672806     0.3%  ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors0X0Y0patches0num_threads0
163942901  6.3249576   ····   52.61         ····   62.48         ····   MCR  cjxl_0.10.1_d0e1
165330865  6.3785056   ····    0.1927028    ····    0.1926946    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000num_threads0
165367403  6.3799152   ····    0.1945554    ····    0.1945478    ····   ···  cjxl_0.10.1_d0e10P0I0g3modular_palette_colors10000patches0num_threads0