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.
7,836
scored runs
105,499
pairwise comparisons
24
prompts
4,586
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 1179
- Won / lost / tied
- 983 / 38 / 1334
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 97.2
By category
Win rate
Elo 1178
- Won / lost / tied
- 790 / 88 / 861
- prompts
- 14
- comparisons
- 1739
- Judge mean
- 95.8
By category
Win rate
Elo 1162
- Won / lost / tied
- 924 / 70 / 1361
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 96.9
By category
Win rate
Elo 1152
- Won / lost / tied
- 1044 / 178 / 1334
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 96.3
By category
Win rate
Elo 1152
- Won / lost / tied
- 982 / 119 / 1455
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 96.6
By category
Win rate
Elo 1149
- Won / lost / tied
- 1045 / 199 / 1312
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 97.7
By category
Win rate
Elo 1146
- Won / lost / tied
- 931 / 168 / 1256
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 96.5
By category
Win rate
Elo 1145
- Won / lost / tied
- 917 / 161 / 1277
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 96.7
By category
Win rate
Elo 1142
- Won / lost / tied
- 919 / 179 / 1257
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 95.1
By category
Win rate
Elo 1139
- Won / lost / tied
- 957 / 170 / 1429
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 96.2
By category
Win rate
Elo 1138
- Won / lost / tied
- 894 / 176 / 1285
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 96.4
By category
Win rate
Elo 1132
- Won / lost / tied
- 872 / 186 / 1297
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 95.6
By category
Win rate
Elo 1131
- Won / lost / tied
- 848 / 170 / 1337
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 95.9
By category
Win rate
Elo 1130
- Won / lost / tied
- 937 / 206 / 1413
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.6
By category
Win rate
Elo 1123
- Won / lost / tied
- 904 / 221 / 1431
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 96.0
By category
Win rate
Elo 1122
- Won / lost / tied
- 850 / 224 / 1281
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 96.1
By category
Win rate
Elo 1120
- Won / lost / tied
- 950 / 287 / 1319
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 96.8
By category
Win rate
Elo 1117
- Won / lost / tied
- 960 / 311 / 1285
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.0
By category
Win rate
Elo 1117
- Won / lost / tied
- 923 / 280 / 1353
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.5
By category
Win rate
Elo 1110
- Won / lost / tied
- 721 / 291 / 790
- prompts
- 14
- comparisons
- 1802
- Judge mean
- 90.9
By category
Win rate
Elo 1109
- Won / lost / tied
- 819 / 272 / 1264
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 95.2
By category
Win rate
Elo 1108
- Won / lost / tied
- 920 / 335 / 1301
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 96.2
By category
Win rate
Elo 1106
- Won / lost / tied
- 967 / 392 / 1197
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.5
By category
Win rate
Elo 1102
- Won / lost / tied
- 513 / 232 / 639
- prompts
- 15
- comparisons
- 1384
- Judge mean
- 88.7
By category
Win rate
Elo 1100
- Won / lost / tied
- 888 / 349 / 1319
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.1
By category
Win rate
Elo 1100
- Won / lost / tied
- 560 / 217 / 756
- prompts
- 14
- comparisons
- 1533
- Judge mean
- 94.3
By category
Win rate
Elo 1090
- Won / lost / tied
- 889 / 420 / 1247
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.2
By category
Win rate
Elo 1089
- Won / lost / tied
- 845 / 384 / 1327
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.4
By category
Win rate
Elo 1089
- Won / lost / tied
- 870 / 409 / 1277
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 94.5
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 1087
- Won / lost / tied
- 793 / 377 / 1185
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 93.0
By category
Win rate
Elo 1083
- Won / lost / tied
- 830 / 404 / 1322
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 95.1
By category
Win rate
Elo 1082
- Won / lost / tied
- 818 / 403 / 1335
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 90.1
By category
Win rate
Elo 1081
- Won / lost / tied
- 751 / 371 / 1233
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 89.2
By category
Win rate
Elo 1080
- Won / lost / tied
- 744 / 364 / 1288
- prompts
- 20
- comparisons
- 2396
- Judge mean
- 89.1
By category
Win rate
Elo 1079
- Won / lost / tied
- 826 / 426 / 1304
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 92.9
By category
Win rate
Elo 1078
- Won / lost / tied
- 825 / 436 / 1295
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 92.0
By category
Win rate
Elo 1078
- Won / lost / tied
- 684 / 342 / 1132
- prompts
- 20
- comparisons
- 2158
- Judge mean
- 89.1
By category
Win rate
Elo 1076
- Won / lost / tied
- 838 / 457 / 1261
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 93.3
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
- 748 / 439 / 1168
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 95.0
By category
Win rate
Elo 1068
- Won / lost / tied
- 818 / 491 / 1247
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 94.2
By category
Win rate
Elo 1067
- Won / lost / tied
- 629 / 349 / 1180
- prompts
- 20
- comparisons
- 2158
- Judge mean
- 85.1
By category
Win rate
Elo 1063
- Won / lost / tied
- 801 / 511 / 1244
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 89.4
By category
Win rate
Elo 1062
- Won / lost / tied
- 687 / 422 / 1246
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 94.2
By category
Win rate
Elo 1062
- Won / lost / tied
- 631 / 377 / 1149
- prompts
- 20
- comparisons
- 2157
- Judge mean
- 79.9
By category
Win rate
Elo 1058
- Won / lost / tied
- 640 / 412 / 1095
- prompts
- 20
- comparisons
- 2147
- Judge mean
- 78.7
By category
Win rate
Elo 1055
- Won / lost / tied
- 663 / 443 / 1186
- prompts
- 20
- comparisons
- 2292
- Judge mean
- 89.7
By category
Win rate
Elo 1049
- Won / lost / tied
- 677 / 492 / 1186
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 93.1
By category
Win rate
Elo 1048
- Won / lost / tied
- 561 / 397 / 1109
- prompts
- 19
- comparisons
- 2067
- Judge mean
- 79.5
By category
Win rate
Elo 1046
- Won / lost / tied
- 604 / 441 / 1112
- prompts
- 20
- comparisons
- 2157
- Judge mean
- 80.8
By category
Win rate
Elo 1031
- Won / lost / tied
- 729 / 656 / 970
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 90.6
By category
Win rate
Elo 1029
- Won / lost / tied
- 701 / 639 / 1015
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 92.8
By category
Win rate
Elo 1028
- Won / lost / tied
- 677 / 623 / 1055
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 92.6
By category
Win rate
Elo 1028
- Won / lost / tied
- 737 / 682 / 1137
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 92.0
By category
Win rate
Elo 1013
- Won / lost / tied
- 686 / 728 / 941
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 87.5
By category
Win rate
Elo 1005
- Won / lost / tied
- 554 / 630 / 1045
- prompts
- 20
- comparisons
- 2229
- Judge mean
- 83.3
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
- 736 / 850 / 970
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 91.4
By category
Win rate
Elo 990
- Won / lost / tied
- 471 / 618 / 771
- prompts
- 17
- comparisons
- 1860
- Judge mean
- 81.4
By category
Win rate
Elo 989
- Won / lost / tied
- 691 / 897 / 968
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 90.8
By category
Win rate
Elo 988
- Won / lost / tied
- 694 / 905 / 957
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 88.9
By category
Win rate
Elo 974
- Won / lost / tied
- 417 / 646 / 1023
- prompts
- 20
- comparisons
- 2086
- Judge mean
- 71.6
By category
Win rate
Elo 968
- Won / lost / tied
- 613 / 954 / 989
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 82.7
By category
Win rate
Elo 963
- Won / lost / tied
- 610 / 985 / 961
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 83.4
By category
Win rate
Elo 946
- Won / lost / tied
- 406 / 805 / 946
- prompts
- 20
- comparisons
- 2157
- Judge mean
- 67.6
By category
Win rate
Elo 943
- Won / lost / tied
- 607 / 1112 / 837
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 83.1
By category
Win rate
Elo 940
- Won / lost / tied
- 577 / 1101 / 878
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 81.8
By category
Win rate
Elo 938
- Won / lost / tied
- 596 / 1133 / 827
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 78.4
By category
Win rate
Elo 930
- Won / lost / tied
- 356 / 765 / 681
- prompts
- 14
- comparisons
- 1802
- Judge mean
- 52.1
By category
Win rate
Elo 922
- Won / lost / tied
- 365 / 726 / 442
- prompts
- 14
- comparisons
- 1533
- Judge mean
- 68.8
By category
Win rate
Elo 921
- Won / lost / tied
- 332 / 737 / 599
- prompts
- 14
- comparisons
- 1668
- Judge mean
- 65.4
By category
Win rate
Elo 921
- Won / lost / tied
- 297 / 639 / 515
- prompts
- 14
- comparisons
- 1451
- Judge mean
- 54.9
By category
Win rate
Elo 912
- Won / lost / tied
- 452 / 1054 / 723
- prompts
- 20
- comparisons
- 2229
- Judge mean
- 79.2
By category
Win rate
Elo 904
- Won / lost / tied
- 285 / 805 / 749
- prompts
- 19
- comparisons
- 1839
- Judge mean
- 57.4
By category
Win rate
Elo 890
- Won / lost / tied
- 455 / 1195 / 623
- prompts
- 20
- comparisons
- 2273
- Judge mean
- 77.2
By category
Win rate
Elo 885
- Won / lost / tied
- 522 / 1383 / 651
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 63.1
By category
Win rate
Elo 881
- Won / lost / tied
- 290 / 964 / 749
- prompts
- 20
- comparisons
- 2003
- Judge mean
- 53.1
By category
Win rate
Elo 871
- Won / lost / tied
- 257 / 803 / 473
- prompts
- 14
- comparisons
- 1533
- Judge mean
- 52.5
By category
Win rate
Elo 831
- Won / lost / tied
- 395 / 1468 / 492
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 73.3
By category
Win rate
Elo 817
- Won / lost / tied
- 185 / 866 / 391
- prompts
- 13
- comparisons
- 1442
- Judge mean
- 48.3
By category
Win rate
Elo 816
- Won / lost / tied
- 197 / 990 / 485
- prompts
- 18
- comparisons
- 1672
- Judge mean
- 36.1
By category
Win rate
Elo 815
- Won / lost / tied
- 369 / 1522 / 464
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 52.0
By category
Win rate
Elo 812
- Won / lost / tied
- 267 / 1235 / 486
- prompts
- 19
- comparisons
- 1988
- Judge mean
- 41.6
By category
Win rate
Elo 812
- Won / lost / tied
- 186 / 925 / 422
- prompts
- 14
- comparisons
- 1533
- Judge mean
- 45.5
By category
Win rate
Elo 805
- Won / lost / tied
- 418 / 1617 / 320
- prompts
- 20
- comparisons
- 2355
- Judge mean
- 79.0
By category
Win rate
Elo 797
- Won / lost / tied
- 208 / 1154 / 485
- prompts
- 20
- comparisons
- 1847
- Judge mean
- 36.6
By category
Win rate
Elo 793
- Won / lost / tied
- 192 / 915 / 292
- prompts
- 18
- comparisons
- 1399
- Judge mean
- 41.4
By category
Win rate
Elo 784
- Won / lost / tied
- 381 / 1783 / 392
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 48.3
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 772
- Won / lost / tied
- 356 / 1818 / 382
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 44.5
By category
Win rate
Elo 761
- Won / lost / tied
- 187 / 1348 / 453
- prompts
- 19
- comparisons
- 1988
- Judge mean
- 42.3
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 704
- Won / lost / tied
- 284 / 2026 / 246
- prompts
- 24
- comparisons
- 2556
- Judge mean
- 38.6
By category
94 models ranked from 105,499 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