Benchmarks
Intelligence test
Models are ranked by pairwise comparison, not by an absolute score. On every prompt each pair of models is compared head-to-head, and a Bradley-Terry model fits a rating from those comparisons. The win rate below turns that rating into the question it answers: how often this model beats an average model on this board. 50% is average.
8,603
scored runs
117,970
pairwise comparisons
24
prompts
4,699
runs without a score (provider error)
22 of 24 prompts separate models at all. The rest are answered equally well by nearly everyone and carry no ranking signal — that is what an absolute score near 100 was really measuring.
- Coding 4/4
- Creative 2/2
- Factual 3/4
- Multilingual 7/8
- Reasoning 4/4
- Healthcare 2/2
Win rate
Elo 1175
- Won / lost / tied
- 1296 / 172 / 1402
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 96.0
By category
Win rate
Elo 1172
- Won / lost / tied
- 1125 / 101 / 1443
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 95.0
By category
Win rate
Elo 1171
- Won / lost / tied
- 1149 / 132 / 1388
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 95.9
By category
Win rate
Elo 1149
- Won / lost / tied
- 1074 / 193 / 1402
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 93.9
By category
Win rate
Elo 1149
- Won / lost / tied
- 1142 / 193 / 1535
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 96.0
By category
Win rate
Elo 1144
- Won / lost / tied
- 1062 / 216 / 1391
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 93.9
By category
Win rate
Elo 1142
- Won / lost / tied
- 1047 / 214 / 1408
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 94.8
By category
Win rate
Elo 1141
- Won / lost / tied
- 1062 / 235 / 1372
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 94.2
By category
Win rate
Elo 1139
- Won / lost / tied
- 1128 / 249 / 1493
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 95.7
By category
Win rate
Elo 1139
- Won / lost / tied
- 1099 / 220 / 1551
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 95.1
By category
Win rate
Elo 1135
- Won / lost / tied
- 1162 / 309 / 1399
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 97.0
By category
Win rate
Elo 1133
- Won / lost / tied
- 1067 / 292 / 1310
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 94.1
By category
Win rate
Elo 1132
- Won / lost / tied
- 838 / 259 / 882
- prompts
- 14
- comparisons
- 1979
- Judge mean
- 91.1
By category
Win rate
Elo 1129
- Won / lost / tied
- 1035 / 289 / 1345
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 94.6
By category
Win rate
Elo 1127
- Won / lost / tied
- 987 / 252 / 1430
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 94.0
By category
Win rate
Elo 1117
- Won / lost / tied
- 981 / 315 / 1373
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 93.0
By category
Win rate
Elo 1115
- Won / lost / tied
- 843 / 337 / 862
- prompts
- 14
- comparisons
- 2042
- Judge mean
- 90.0
By category
Win rate
Elo 1106
- Won / lost / tied
- 1034 / 390 / 1446
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 94.8
By category
Win rate
Elo 1101
- Won / lost / tied
- 1026 / 421 / 1423
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 94.5
By category
Win rate
Elo 1101
- Won / lost / tied
- 1060 / 455 / 1355
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 94.0
By category
Win rate
Elo 1101
- Won / lost / tied
- 1004 / 401 / 1465
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 95.2
By category
Win rate
Elo 1100
- Won / lost / tied
- 1038 / 437 / 1395
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 95.1
By category
Win rate
Elo 1098
- Won / lost / tied
- 1069 / 483 / 1318
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 94.8
By category
Win rate
Elo 1094
- Won / lost / tied
- 919 / 401 / 1390
- prompts
- 20
- comparisons
- 2710
- Judge mean
- 88.9
By category
Win rate
Elo 1092
- Won / lost / tied
- 879 / 398 / 1262
- prompts
- 20
- comparisons
- 2539
- Judge mean
- 90.4
By category
Win rate
Elo 1090
- Won / lost / tied
- 1008 / 484 / 1378
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 95.8
By category
Win rate
Elo 1089
- Won / lost / tied
- 553 / 252 / 733
- prompts
- 14
- comparisons
- 1538
- Judge mean
- 94.6
By category
Win rate
Elo 1087
- Won / lost / tied
- 615 / 274 / 910
- prompts
- 23
- comparisons
- 1799
- Judge mean
- 93.5
By category
Win rate
Elo 1086
- Won / lost / tied
- 826 / 396 / 1246
- prompts
- 20
- comparisons
- 2468
- Judge mean
- 86.8
By category
Win rate
Elo 1085
- Won / lost / tied
- 901 / 450 / 1318
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 92.0
By category
Win rate
Elo 1083
- Won / lost / tied
- 987 / 519 / 1364
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 92.8
By category
Win rate
Elo 1082
- Won / lost / tied
- 940 / 479 / 1451
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 94.3
By category
Win rate
Elo 1079
- Won / lost / tied
- 853 / 444 / 1372
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 92.8
By category
Win rate
Elo 1076
- Won / lost / tied
- 792 / 432 / 1169
- prompts
- 20
- comparisons
- 2393
- Judge mean
- 83.3
By category
Win rate
Elo 1075
- Won / lost / tied
- 935 / 521 / 1414
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 94.5
By category
Win rate
Elo 1075
- Won / lost / tied
- 927 / 516 / 1427
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 89.1
By category
Win rate
Elo 1074
- Won / lost / tied
- 926 / 520 / 1424
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 92.3
By category
Win rate
Elo 1074
- Won / lost / tied
- 788 / 437 / 1239
- prompts
- 20
- comparisons
- 2464
- Judge mean
- 81.6
By category
Win rate
Elo 1073
- Won / lost / tied
- 961 / 564 / 1345
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 94.0
By category
Win rate
Elo 1073
- Won / lost / tied
- 850 / 497 / 1192
- prompts
- 20
- comparisons
- 2539
- Judge mean
- 81.3
By category
Win rate
Elo 1072
- Won / lost / tied
- 965 / 573 / 1332
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 93.6
By category
Win rate
Elo 1070
- Won / lost / tied
- 501 / 290 / 608
- prompts
- 18
- comparisons
- 1399
- Judge mean
- 92.6
By category
Win rate
Elo 1069
- Won / lost / tied
- 598 / 400 / 700
- prompts
- 17
- comparisons
- 1698
- Judge mean
- 86.9
By category
Win rate
Elo 1068
- Won / lost / tied
- 714 / 414 / 1246
- prompts
- 19
- comparisons
- 2374
- Judge mean
- 82.1
By category
Win rate
Elo 1064
- Won / lost / tied
- 817 / 516 / 1269
- prompts
- 20
- comparisons
- 2602
- Judge mean
- 90.5
By category
Win rate
Elo 1064
- Won / lost / tied
- 848 / 544 / 1277
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 85.2
By category
Win rate
Elo 1060
- Won / lost / tied
- 899 / 601 / 1370
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 93.4
By category
Win rate
Elo 1058
- Won / lost / tied
- 840 / 578 / 1251
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 93.8
By category
Win rate
Elo 1052
- Won / lost / tied
- 876 / 641 / 1353
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 91.1
By category
Win rate
Elo 1050
- Won / lost / tied
- 904 / 681 / 1285
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 88.5
By category
Win rate
Elo 1048
- Won / lost / tied
- 778 / 584 / 1307
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 91.9
By category
Win rate
Elo 1035
- Won / lost / tied
- 862 / 754 / 1254
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 91.7
By category
Win rate
Elo 1033
- Won / lost / tied
- 828 / 744 / 1097
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 89.2
By category
Win rate
Elo 1027
- Won / lost / tied
- 792 / 746 / 1131
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 90.9
By category
Win rate
Elo 1024
- Won / lost / tied
- 791 / 767 / 1111
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 91.5
By category
Win rate
Elo 1019
- Won / lost / tied
- 835 / 845 / 989
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 84.3
By category
Win rate
Elo 1009
- Won / lost / tied
- 867 / 957 / 1046
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 88.6
By category
Win rate
Elo 1005
- Won / lost / tied
- 627 / 722 / 1119
- prompts
- 20
- comparisons
- 2468
- Judge mean
- 84.8
By category
Win rate
Elo 1003
- Won / lost / tied
- 485 / 536 / 778
- prompts
- 23
- comparisons
- 1799
- Judge mean
- 79.3
By category
Win rate
Elo 1003
- Won / lost / tied
- 549 / 641 / 1130
- prompts
- 20
- comparisons
- 2320
- Judge mean
- 75.1
By category
Win rate
Elo 999
- Won / lost / tied
- 586 / 716 / 868
- prompts
- 18
- comparisons
- 2170
- Judge mean
- 82.7
By category
Win rate
Elo 996
- Won / lost / tied
- 801 / 988 / 1081
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 90.7
By category
Win rate
Elo 977
- Won / lost / tied
- 730 / 1061 / 1079
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 82.2
By category
Win rate
Elo 977
- Won / lost / tied
- 754 / 1085 / 1031
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 90.0
By category
Win rate
Elo 976
- Won / lost / tied
- 549 / 818 / 1026
- prompts
- 20
- comparisons
- 2393
- Judge mean
- 71.9
By category
Win rate
Elo 952
- Won / lost / tied
- 691 / 1203 / 976
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 82.4
By category
Win rate
Elo 944
- Won / lost / tied
- 686 / 1258 / 926
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 77.5
By category
Win rate
Elo 942
- Won / lost / tied
- 407 / 813 / 861
- prompts
- 19
- comparisons
- 2081
- Judge mean
- 62.0
By category
Win rate
Elo 939
- Won / lost / tied
- 688 / 1291 / 891
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 82.3
By category
Win rate
Elo 936
- Won / lost / tied
- 681 / 1307 / 882
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 81.1
By category
Win rate
Elo 933
- Won / lost / tied
- 466 / 977 / 877
- prompts
- 20
- comparisons
- 2320
- Judge mean
- 59.1
By category
Win rate
Elo 922
- Won / lost / tied
- 559 / 1195 / 781
- prompts
- 20
- comparisons
- 2535
- Judge mean
- 79.8
By category
Win rate
Elo 912
- Won / lost / tied
- 358 / 847 / 611
- prompts
- 14
- comparisons
- 1816
- Judge mean
- 54.5
By category
Win rate
Elo 909
- Won / lost / tied
- 367 / 846 / 538
- prompts
- 14
- comparisons
- 1751
- Judge mean
- 54.0
By category
Win rate
Elo 907
- Won / lost / tied
- 367 / 881 / 578
- prompts
- 14
- comparisons
- 1826
- Judge mean
- 64.5
By category
Win rate
Elo 904
- Won / lost / tied
- 375 / 831 / 412
- prompts
- 14
- comparisons
- 1618
- Judge mean
- 69.1
By category
Win rate
Elo 890
- Won / lost / tied
- 555 / 1438 / 676
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 75.9
By category
Win rate
Elo 887
- Won / lost / tied
- 605 / 1574 / 691
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 63.9
By category
Win rate
Elo 864
- Won / lost / tied
- 303 / 941 / 449
- prompts
- 14
- comparisons
- 1693
- Judge mean
- 54.4
By category
Win rate
Elo 862
- Won / lost / tied
- 303 / 974 / 463
- prompts
- 13
- comparisons
- 1740
- Judge mean
- 55.8
By category
Win rate
Elo 856
- Won / lost / tied
- 268 / 990 / 568
- prompts
- 18
- comparisons
- 1826
- Judge mean
- 39.6
By category
Win rate
Elo 835
- Won / lost / tied
- 476 / 1684 / 509
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 71.7
By category
Win rate
Elo 818
- Won / lost / tied
- 230 / 1025 / 421
- prompts
- 14
- comparisons
- 1676
- Judge mean
- 46.4
By category
Win rate
Elo 812
- Won / lost / tied
- 418 / 1752 / 499
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 50.5
By category
Win rate
Elo 799
- Won / lost / tied
- 219 / 1207 / 501
- prompts
- 20
- comparisons
- 1927
- Judge mean
- 38.0
By category
Win rate
Elo 792
- Won / lost / tied
- 192 / 915 / 292
- prompts
- 18
- comparisons
- 1399
- Judge mean
- 41.4
By category
Win rate
Elo 790
- Won / lost / tied
- 255 / 1313 / 428
- prompts
- 19
- comparisons
- 1996
- Judge mean
- 43.4
By category
Win rate
Elo 789
- Won / lost / tied
- 440 / 1893 / 336
- prompts
- 20
- comparisons
- 2669
- Judge mean
- 75.8
By category
Win rate
Elo 780
- Won / lost / tied
- 250 / 1275 / 353
- prompts
- 24
- comparisons
- 1878
- Judge mean
- 44.1
By category
Win rate
Elo 770
- Won / lost / tied
- 211 / 1343 / 442
- prompts
- 19
- comparisons
- 1996
- Judge mean
- 44.1
By category
Win rate
Elo 767
- Won / lost / tied
- 404 / 2080 / 386
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 47.4
By category
Win rate
Elo 761
- Won / lost / tied
- 371 / 2077 / 422
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 43.9
By category
Win rate
Elo 726
- Won / lost / tied
- 182 / 1437 / 345
- prompts
- 24
- comparisons
- 1964
- Judge mean
- 30.7
By category
Win rate
Elo 687
- Won / lost / tied
- 295 / 2327 / 248
- prompts
- 24
- comparisons
- 2870
- Judge mean
- 36.6
By category
94 models ranked from 117,970 pairwise comparisons across 24 prompts.
Provisional
Too little evidence to rank: needs at least 5 prompts and 30 comparisons.
Win rate
Elo 155
- Won / lost / tied
- 0 / 361 / 6
- prompts
- 4
- comparisons
- 367
- Judge mean
- 0.0
By category