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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.

How this is scored

8,083

scored runs

80,557

pairwise comparisons

24

prompts

4,263

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
Rank 1Google Gemini
72%±4

Win rate

Elo 1165

Won / lost / tied
251 / 60 / 245
prompts
8
comparisons
556
Judge mean
83.6

By category

Coding74%
Factual72%
Reasoning75%
Rank 1OpenAI
72%±2

Win rate

Elo 1164

Won / lost / tied
1077 / 171 / 1206
prompts
24
comparisons
2454
Judge mean
94.8

By category

Coding80%
Creative89%
Factual72%
Multilingual61%
Reasoning77%
Healthcare67%
Rank 1OpenAI
72%±3

Win rate

Elo 1164

Won / lost / tied
296 / 81 / 251
prompts
9
comparisons
628
Judge mean
86.3

By category

Coding79%
Factual64%
Reasoning75%
Rank 1OpenAI
72%±2

Win rate

Elo 1162

Won / lost / tied
998 / 161 / 1149
prompts
20
comparisons
2308
Judge mean
93.9

By category

Coding81%
Creative89%
Factual75%
Multilingual61%
Reasoning69%
Rank 1OpenAI
71%±2

Win rate

Elo 1153

gpt-5.5
Tier C
Won / lost / tied
982 / 198 / 1128
prompts
20
comparisons
2308
Judge mean
92.2

By category

Coding75%
Creative85%
Factual76%
Multilingual58%
Reasoning75%
Rank 1OpenAI
71%±2

Win rate

Elo 1152

gpt-5.1
Tier B
Won / lost / tied
953 / 175 / 1180
prompts
20
comparisons
2308
Judge mean
92.3

By category

Coding78%
Creative78%
Factual65%
Multilingual64%
Reasoning79%
Rank 1OpenAI
70%±4

Win rate

Elo 1146

Won / lost / tied
310 / 124 / 194
prompts
9
comparisons
628
Judge mean
87.5

By category

Coding78%
Factual77%
Reasoning43%
Rank 1OpenAI
70%±2

Win rate

Elo 1143

Won / lost / tied
964 / 183 / 1307
prompts
24
comparisons
2454
Judge mean
94.8

By category

Coding76%
Creative91%
Factual70%
Multilingual61%
Reasoning69%
Healthcare76%
Rank 1OpenAI
69%±2

Win rate

Elo 1139

gpt-5.2
Tier B
Won / lost / tied
932 / 224 / 1152
prompts
20
comparisons
2308
Judge mean
91.2

By category

Coding64%
Creative88%
Factual70%
Multilingual65%
Reasoning78%
Rank 1OpenAI
69%±2

Win rate

Elo 1138

Won / lost / tied
914 / 211 / 1183
prompts
20
comparisons
2308
Judge mean
91.8

By category

Coding77%
Creative79%
Factual53%
Multilingual67%
Reasoning79%
Rank 1OpenAI
68%±2

Win rate

Elo 1134

Won / lost / tied
898 / 218 / 1192
prompts
20
comparisons
2308
Judge mean
91.9

By category

Coding77%
Creative75%
Factual63%
Multilingual62%
Reasoning75%
Rank 1OpenAI
68%±2

Win rate

Elo 1134

Won / lost / tied
917 / 238 / 1153
prompts
20
comparisons
2308
Judge mean
92.6

By category

Coding75%
Creative90%
Factual54%
Multilingual66%
Reasoning75%
Rank 3OpenAI
68%±2

Win rate

Elo 1130

Won / lost / tied
929 / 229 / 1296
prompts
24
comparisons
2454
Judge mean
93.7

By category

Coding72%
Creative85%
Factual60%
Multilingual65%
Reasoning74%
Healthcare62%
Rank 1OpenAI
68%±4

Win rate

Elo 1129

Won / lost / tied
292 / 132 / 204
prompts
9
comparisons
628
Judge mean
85.8

By category

Coding71%
Factual64%
Reasoning75%
Rank 3Anthropic
68%±2

Win rate

Elo 1129

Won / lost / tied
971 / 292 / 1136
prompts
24
comparisons
2399
Judge mean
96.3

By category

Coding64%
Creative92%
Factual72%
Multilingual62%
Reasoning68%
Healthcare85%
Rank 7OpenAI
66%±2

Win rate

Elo 1114

gpt-5.4
Tier A
Won / lost / tied
858 / 296 / 1154
prompts
20
comparisons
2308
Judge mean
91.2

By category

Coding73%
Creative84%
Factual51%
Multilingual63%
Reasoning75%
Rank 8OpenAI
66%±2

Win rate

Elo 1112

gpt-4.1
Tier B
Won / lost / tied
903 / 313 / 1238
prompts
24
comparisons
2454
Judge mean
94.1

By category

Coding73%
Creative81%
Factual67%
Multilingual60%
Reasoning62%
Healthcare70%
Rank 3OpenAI
65%±4

Win rate

Elo 1109

Won / lost / tied
254 / 126 / 248
prompts
9
comparisons
628
Judge mean
84.5

By category

Coding65%
Factual64%
Reasoning75%
Rank 4OpenAI
65%±4

Win rate

Elo 1108

Won / lost / tied
304 / 178 / 146
prompts
9
comparisons
628
Judge mean
87.3

By category

Coding68%
Factual87%
Reasoning18%
Rank 10OpenAI
65%±2

Win rate

Elo 1107

Won / lost / tied
838 / 318 / 1152
prompts
20
comparisons
2308
Judge mean
89.9

By category

Coding65%
Creative89%
Factual54%
Multilingual60%
Reasoning78%
Rank 10OpenAI
65%±2

Win rate

Elo 1104

Won / lost / tied
855 / 348 / 1105
prompts
20
comparisons
2308
Judge mean
90.5

By category

Coding71%
Creative86%
Factual55%
Multilingual63%
Reasoning65%
Rank 12Anthropic
64%±2

Win rate

Elo 1103

Won / lost / tied
900 / 375 / 1124
prompts
24
comparisons
2399
Judge mean
94.4

By category

Coding50%
Creative61%
Factual79%
Multilingual63%
Reasoning74%
Healthcare73%
Rank 15OpenAI
64%±2

Win rate

Elo 1098

o3
Tier C
Won / lost / tied
824 / 364 / 1069
prompts
20
comparisons
2257
Judge mean
85.5

By category

Coding70%
Creative87%
Factual55%
Multilingual61%
Reasoning63%
Rank 15Google Gemini
63%±2

Win rate

Elo 1095

Won / lost / tied
906 / 425 / 1123
prompts
24
comparisons
2454
Judge mean
93.6

By category

Coding72%
Creative52%
Factual68%
Multilingual60%
Reasoning60%
Healthcare78%
Rank 15Anthropic
63%±2

Win rate

Elo 1089

Won / lost / tied
868 / 430 / 1101
prompts
24
comparisons
2399
Judge mean
95.0

By category

Coding57%
Creative61%
Factual69%
Multilingual62%
Reasoning68%
Healthcare83%
Rank 15OpenAI
62%±2

Win rate

Elo 1087

gpt-4o
Tier C
Won / lost / tied
855 / 421 / 1178
prompts
24
comparisons
2454
Judge mean
93.1

By category

Coding56%
Creative69%
Factual61%
Multilingual63%
Reasoning74%
Healthcare60%
Rank 16OpenAI
62%±2

Win rate

Elo 1084

Won / lost / tied
855 / 440 / 1159
prompts
24
comparisons
2454
Judge mean
92.4

By category

Coding60%
Creative77%
Factual56%
Multilingual54%
Reasoning77%
Healthcare83%
Rank 17OpenAI
62%±2

Win rate

Elo 1083

Won / lost / tied
855 / 445 / 1154
prompts
24
comparisons
2454
Judge mean
92.8

By category

Coding64%
Creative83%
Factual51%
Multilingual56%
Reasoning72%
Healthcare82%
Rank 18Anthropic
62%±2

Win rate

Elo 1082

Won / lost / tied
790 / 419 / 1074
prompts
20
comparisons
2283
Judge mean
87.5

By category

Coding65%
Creative69%
Factual56%
Multilingual59%
Reasoning70%
Rank 18OpenAI
61%±2

Win rate

Elo 1079

Won / lost / tied
751 / 412 / 1024
prompts
20
comparisons
2187
Judge mean
85.2

By category

Coding64%
Creative86%
Factual51%
Multilingual60%
Reasoning63%
Rank 20OpenAI
61%±2

Win rate

Elo 1074

Won / lost / tied
829 / 478 / 1147
prompts
24
comparisons
2454
Judge mean
91.0

By category

Coding51%
Creative73%
Factual70%
Multilingual59%
Reasoning64%
Healthcare66%
Rank 21Anthropic
60%±2

Win rate

Elo 1073

Won / lost / tied
818 / 478 / 1103
prompts
24
comparisons
2399
Judge mean
93.4

By category

Coding42%
Creative60%
Factual68%
Multilingual61%
Reasoning78%
Healthcare69%
Rank 19Google Gemini
60%±3

Win rate

Elo 1071

Nano Banana
Tier Barchived
Won / lost / tied
455 / 233 / 696
prompts
23
comparisons
1384
Judge mean
93.5

By category

Coding51%
Creative67%
Factual57%
Multilingual63%
Reasoning74%
Healthcare50%
Rank 21OpenAI
60%±2

Win rate

Elo 1070

Won / lost / tied
800 / 474 / 1180
prompts
24
comparisons
2454
Judge mean
92.9

By category

Coding61%
Creative52%
Factual61%
Multilingual58%
Reasoning67%
Healthcare78%
Rank 21Z.ai (GLM / Zhipu)
60%±2

Win rate

Elo 1070

GLM-4.7
Tier A
Won / lost / tied
628 / 395 / 653
prompts
14
comparisons
1676
Judge mean
88.9

By category

Coding55%
Creative83%
Factual62%
Reasoning62%
Rank 21Google Gemini
60%±2

Win rate

Elo 1069

Won / lost / tied
735 / 438 / 1135
prompts
20
comparisons
2308
Judge mean
89.9

By category

Coding53%
Creative41%
Factual69%
Multilingual60%
Reasoning69%
Rank 21Anthropic
60%±2

Win rate

Elo 1069

Won / lost / tied
770 / 481 / 1002
prompts
20
comparisons
2253
Judge mean
92.7

By category

Coding53%
Creative40%
Factual69%
Multilingual62%
Reasoning68%
Rank 21OVH AI Endpoints (GRA)
60%±2

Win rate

Elo 1068

Won / lost / tied
779 / 492 / 1037
prompts
20
comparisons
2308
Judge mean
90.0

By category

Coding62%
Creative84%
Factual58%
Multilingual56%
Reasoning59%
Rank 18OpenAI
59%±4

Win rate

Elo 1067

Won / lost / tied
239 / 181 / 208
prompts
9
comparisons
628
Judge mean
81.9

By category

Coding55%
Factual60%
Reasoning75%
Rank 21Z.ai (GLM / Zhipu)
59%±3

Win rate

Elo 1065

GLM-5
Tier A
Won / lost / tied
422 / 242 / 575
prompts
14
comparisons
1239
Judge mean
92.7

By category

Coding59%
Creative87%
Factual54%
Reasoning61%
Rank 25Anthropic
59%±2

Win rate

Elo 1063

Won / lost / tied
778 / 500 / 1121
prompts
24
comparisons
2399
Judge mean
93.6

By category

Coding59%
Creative55%
Factual63%
Multilingual53%
Reasoning68%
Healthcare75%
Rank 25Z.ai (GLM / Zhipu)
58%±2

Win rate

Elo 1059

GLM-4.5
Tier A
Won / lost / tied
639 / 456 / 581
prompts
14
comparisons
1676
Judge mean
87.5

By category

Coding57%
Creative85%
Factual67%
Reasoning43%
Rank 25Anthropic
58%±3

Win rate

Elo 1056

Won / lost / tied
547 / 426 / 529
prompts
19
comparisons
1502
Judge mean
84.0

By category

Coding59%
Creative84%
Factual48%
Multilingual58%
Reasoning65%
Rank 21Google Gemini
58%±4

Win rate

Elo 1053

Won / lost / tied
204 / 174 / 178
prompts
8
comparisons
556
Judge mean
75.7

By category

Coding65%
Factual58%
Reasoning48%
Rank 26Google Gemini
57%±3

Win rate

Elo 1052

Won / lost / tied
372 / 240 / 472
prompts
18
comparisons
1084
Judge mean
92.6

By category

Coding71%
Creative61%
Factual48%
Multilingual57%
Reasoning64%
Healthcare35%
Rank 30OpenAI
57%±2

Win rate

Elo 1051

Won / lost / tied
746 / 558 / 1004
prompts
20
comparisons
2308
Judge mean
82.6

By category

Coding67%
Creative30%
Factual38%
Multilingual66%
Reasoning69%
Rank 30OpenAI
57%±2

Win rate

Elo 1050

Won / lost / tied
762 / 568 / 1124
prompts
24
comparisons
2454
Judge mean
87.0

By category

Coding60%
Creative66%
Factual38%
Multilingual62%
Reasoning70%
Healthcare49%
Rank 33OpenAI
56%±2

Win rate

Elo 1042

Won / lost / tied
624 / 497 / 1001
prompts
20
comparisons
2122
Judge mean
82.4

By category

Coding67%
Creative69%
Factual48%
Multilingual52%
Reasoning55%
Rank 29OpenAI
56%±4

Win rate

Elo 1040

gpt-6-sol
Tier A
Won / lost / tied
225 / 211 / 192
prompts
9
comparisons
628
Judge mean
83.1

By category

Coding71%
Factual46%
Reasoning42%
Rank 39OpenAI
55%±2

Win rate

Elo 1036

Won / lost / tied
748 / 641 / 1065
prompts
24
comparisons
2454
Judge mean
86.6

By category

Coding62%
Creative66%
Factual41%
Multilingual55%
Reasoning65%
Healthcare46%
Rank 43OVH AI Endpoints (GRA)
53%±2

Win rate

Elo 1023

Won / lost / tied
650 / 632 / 1026
prompts
20
comparisons
2308
Judge mean
88.5

By category

Coding47%
Creative74%
Factual50%
Multilingual43%
Reasoning75%
Rank 43OVH AI Endpoints (GRA)
53%±2

Win rate

Elo 1023

Won / lost / tied
691 / 676 / 941
prompts
20
comparisons
2308
Judge mean
88.5

By category

Coding56%
Creative65%
Factual28%
Multilingual55%
Reasoning75%
Rank 44OpenAI
53%±2

Win rate

Elo 1022

Won / lost / tied
603 / 586 / 933
prompts
20
comparisons
2122
Judge mean
80.1

By category

Coding69%
Creative36%
Factual43%
Multilingual47%
Reasoning63%
Rank 47Anthropic
52%±2

Win rate

Elo 1014

Won / lost / tied
702 / 736 / 961
prompts
24
comparisons
2399
Judge mean
90.8

By category

Coding61%
Creative42%
Factual50%
Multilingual48%
Reasoning60%
Healthcare30%
Rank 47OpenAI
52%±2

Win rate

Elo 1013

Won / lost / tied
731 / 774 / 803
prompts
20
comparisons
2308
Judge mean
80.8

By category

Coding57%
Creative33%
Factual24%
Multilingual68%
Reasoning65%
Rank 47Anthropic
52%±2

Win rate

Elo 1011

Won / lost / tied
564 / 615 / 676
prompts
20
comparisons
1855
Judge mean
83.2

By category

Coding31%
Creative88%
Factual49%
Multilingual52%
Reasoning56%
Rank 48Google Gemini
51%±3

Win rate

Elo 1004

Won / lost / tied
383 / 402 / 599
prompts
23
comparisons
1384
Judge mean
79.3

By category

Coding46%
Creative81%
Factual40%
Multilingual56%
Reasoning46%
Healthcare41%
Rank 50OVH AI Endpoints (GRA)
50%±2

Win rate

Elo 1001

Won / lost / tied
654 / 773 / 881
prompts
20
comparisons
2308
Judge mean
87.3

By category

Coding67%
Creative42%
Factual41%
Multilingual45%
Reasoning51%
Rank 53Google Gemini
49%±2

Win rate

Elo 992

Won / lost / tied
710 / 890 / 854
prompts
24
comparisons
2454
Judge mean
88.9

By category

Coding37%
Creative41%
Factual41%
Multilingual59%
Reasoning63%
Healthcare48%
Rank 60Google Gemini
44%±2

Win rate

Elo 958

Won / lost / tied
632 / 1027 / 795
prompts
24
comparisons
2454
Judge mean
77.3

By category

Coding32%
Creative23%
Factual51%
Multilingual48%
Reasoning56%
Healthcare25%
Rank 60OpenAI
44%±2

Win rate

Elo 956

gpt-5
Tier C
Won / lost / tied
378 / 651 / 727
prompts
19
comparisons
1756
Judge mean
71.6

By category

Coding58%
Creative8%
Factual42%
Multilingual37%
Reasoning52%
Rank 60OpenAI
42%±2

Win rate

Elo 943

Won / lost / tied
433 / 804 / 713
prompts
20
comparisons
1950
Judge mean
68.2

By category

Coding57%
Creative3%
Factual20%
Multilingual45%
Reasoning55%
Rank 60Google Gemini
38%±4

Win rate

Elo 918

Won / lost / tied
136 / 299 / 121
prompts
8
comparisons
556
Judge mean
63.6

By category

Coding26%
Factual45%
Reasoning48%
Rank 63OVH AI Endpoints (GRA)
35%±2

Win rate

Elo 896

Won / lost / tied
443 / 1126 / 621
prompts
20
comparisons
2190
Judge mean
80.5

By category

Coding48%
Creative42%
Factual17%
Multilingual28%
Reasoning48%
Rank 63Z.ai (GLM / Zhipu)
35%±3

Win rate

Elo 895

GLM-5.1
Tier A
Won / lost / tied
293 / 673 / 333
prompts
14
comparisons
1299
Judge mean
73.4

By category

Coding32%
Creative15%
Factual51%
Reasoning27%
Rank 63Z.ai (GLM / Zhipu)
35%±3

Win rate

Elo 893

Won / lost / tied
316 / 801 / 449
prompts
14
comparisons
1566
Judge mean
62.9

By category

Coding53%
Creative45%
Factual23%
Reasoning20%
Rank 63Google Gemini
35%±2

Win rate

Elo 889

Won / lost / tied
543 / 1353 / 558
prompts
24
comparisons
2454
Judge mean
64.1

By category

Coding32%
Creative41%
Factual39%
Multilingual35%
Reasoning31%
Healthcare14%
Rank 63Z.ai (GLM / Zhipu)
33%±3

Win rate

Elo 878

Won / lost / tied
261 / 767 / 451
prompts
14
comparisons
1479
Judge mean
59.4

By category

Coding44%
Creative32%
Factual38%
Reasoning11%
Rank 63OpenAI
32%±2

Win rate

Elo 870

Won / lost / tied
261 / 817 / 474
prompts
19
comparisons
1552
Judge mean
51.7

By category

Coding27%
Creative8%
Factual51%
Multilingual29%
Reasoning24%
Rank 64Z.ai (GLM / Zhipu)
31%±2

Win rate

Elo 862

GLM-4.6
Tier A
Won / lost / tied
271 / 867 / 413
prompts
14
comparisons
1551
Judge mean
65.2

By category

Coding44%
Creative1%
Factual32%
Reasoning26%
Rank 68OVH AI Endpoints (GRA)
30%±2

Win rate

Elo 852

Won / lost / tied
447 / 1403 / 458
prompts
20
comparisons
2308
Judge mean
73.5

By category

Coding37%
Creative6%
Factual23%
Multilingual34%
Reasoning32%
Rank 68OVH AI Endpoints (GRA)
29%±2

Win rate

Elo 846

Won / lost / tied
302 / 1003 / 391
prompts
19
comparisons
1696
Judge mean
49.6

By category

Coding53%
Creative7%
Factual5%
Multilingual35%
Reasoning6%
Rank 68Z.ai (GLM / Zhipu)
29%±3

Win rate

Elo 844

Won / lost / tied
229 / 790 / 349
prompts
14
comparisons
1368
Judge mean
61.9

By category

Coding40%
Creative9%
Factual38%
Reasoning9%
Rank 68Z.ai (GLM / Zhipu)
28%±2

Win rate

Elo 838

Won / lost / tied
207 / 824 / 411
prompts
14
comparisons
1442
Judge mean
54.8

By category

Coding52%
Creative4%
Factual16%
Reasoning19%
Rank 69Z.ai (GLM / Zhipu)
28%±2

Win rate

Elo 838

GLM-5.2
Tier A
Won / lost / tied
255 / 932 / 375
prompts
14
comparisons
1562
Judge mean
55.9

By category

Coding35%
Creative4%
Factual39%
Reasoning8%
Rank 70Google Gemini
27%±2

Win rate

Elo 828

Won / lost / tied
395 / 1468 / 445
prompts
20
comparisons
2308
Judge mean
51.0

By category

Coding8%
Creative53%
Factual46%
Multilingual30%
Reasoning11%
Rank 71OpenAI
26%±2

Win rate

Elo 817

Won / lost / tied
176 / 911 / 481
prompts
20
comparisons
1568
Judge mean
50.3

By category

Coding18%
Creative4%
Factual45%
Multilingual25%
Reasoning15%
Rank 77Google Gemini
23%±2

Win rate

Elo 789

Won / lost / tied
384 / 1714 / 356
prompts
24
comparisons
2454
Judge mean
48.1

By category

Coding6%
Creative54%
Factual42%
Multilingual22%
Reasoning9%
Healthcare9%
Rank 77Google Gemini
23%±2

Win rate

Elo 788

Won / lost / tied
210 / 960 / 273
prompts
24
comparisons
1443
Judge mean
44.1

By category

Coding5%
Creative37%
Factual38%
Multilingual22%
Reasoning17%
Healthcare6%
Rank 77OVH AI Endpoints (GRA)
23%±2

Win rate

Elo 787

Won / lost / tied
194 / 1089 / 398
prompts
19
comparisons
1681
Judge mean
48.1

By category

Coding37%
Creative6%
Factual9%
Multilingual28%
Reasoning5%
Rank 76Google Gemini
23%±3

Win rate

Elo 786

Won / lost / tied
141 / 699 / 244
prompts
18
comparisons
1084
Judge mean
41.4

By category

Coding19%
Creative14%
Factual40%
Multilingual5%
Reasoning4%
Healthcare53%
Rank 79Google Gemini
19%±2

Win rate

Elo 751

Won / lost / tied
316 / 1810 / 328
prompts
24
comparisons
2454
Judge mean
44.0

By category

Coding5%
Creative27%
Factual40%
Multilingual19%
Reasoning8%
Healthcare5%
Rank 82Google Gemini
18%±2

Win rate

Elo 737

Won / lost / tied
136 / 1106 / 336
prompts
24
comparisons
1578
Judge mean
33.6

By category

Coding16%
Creative3%
Factual27%
Multilingual16%
Reasoning4%
Healthcare53%
Rank 82Google Gemini
16%±2

Win rate

Elo 714

Won / lost / tied
269 / 1908 / 277
prompts
24
comparisons
2454
Judge mean
36.4

By category

Coding4%
Creative23%
Factual21%
Multilingual17%
Reasoning17%
Healthcare4%
Rank 82Google Gemini
15%±3

Win rate

Elo 694

Won / lost / tied
47 / 446 / 63
prompts
8
comparisons
556
Judge mean
44.8

By category

Coding1%
Factual34%
Reasoning5%

85 models ranked from 80,557 pairwise comparisons across 24 prompts.

Provisional

Too little evidence to rank: needs at least 5 prompts and 30 comparisons.

ProvisionalZ.ai (GLM / Zhipu)
1%±1

Win rate

Elo 192

CogView-4
Tier B
Won / lost / tied
0 / 281 / 6
prompts
4
comparisons
287
Judge mean
0.0

By category

Coding1%
Creative<1% · thin