LMArena (Elo)
People chat with two anonymous models side by side and vote for the better reply. Votes become Elo-style ratings for each model.
The 2025 paper The Leaderboard Illusion reported that some labs tested many private variants before release. Arena changes vote filters and the rating fit over time, for example two bias terms added on 2026-05-12, so old and new ratings drift. Arena Expert, added 2025-11-05, ranks the hardest 5.5% of prompts.
In the authors’ words
Large Language Models (LLMs) have unlocked new capabilities and applications; however, evaluating the alignment with human preferences still poses significant challenges. To address this issue, we introduce Chatbot Arena, an open platform for evaluating LLMs based on human preferences. Our methodology employs a pairwise comparison approach and leverages input from a diverse user base through crowdsourcing. The platform has been operational for several months, amassing over 240K votes. This paper describes the platform, analyzes the data we have collected so far, and explains the tried-and-true statistical methods we are using for efficient and accurate evaluation and ranking of models. We confirm that the crowdsourced questions are sufficiently diverse and discriminating and that the crowdsourced human votes are in good agreement with those of expert raters. These analyses collectively establish a robust foundation for the credibility of Chatbot Arena. Because of its unique value and openness, Chatbot Arena has emerged as one of the most referenced LLM leaderboards, widely cited by leading LLM developers and companies. Our demo is publicly available at https://chat.lmsys.org.
- Scored
- Ranked by votes People pick the better of two answers, as in an arena, and the votes are turned into ratings.
- Answers
- Open-ended Free-form text, documents, designs or media judged as a whole.
Gemini 4 Carbon leads with 1,528
Best score per entry from the benchmark's own leaderboard, read on 2 Nov 2026. Where a model ran with several settings or harnesses, we keep its best. Every run is in the next chart. Names in gray aren't in our model list: fine-tunes, agent systems, products and older models. They don't count toward leaders.
- 1,528
Gemini 4 Carbon
- 1,520
Gemini 4 Argon
- 1,509 Claude Opus 5.5
- 1,507
Muse Wonder
- 1,504 Claude Fable 5.1
- 1,504 Claude Fable 5
- 1,503 Claude Opus 4.6
- 1,501 Claude Opus 4.7
- 1,496
Gemini 3.8 Flash
- 1,495
Muse Spark 1.3
- 1,492
Muse Spark 1.2
- 1,492 Claude Opus 5
- 1,490
Muse Spark 1.1
- 1,490
Gemini 3.7 Flash
- 1,489
Muse Spark
- 1,488 Kimi K3
- 1,487
Gemini 3.1 Pro
- 1,485
Gemini 3 Pro
- 1,485 GPT-5.6 Sol
- 1,483
Gemini 3.6 Flash
- 1,482
Qwen 3.8 Max
- 1,482 Claude Opus 4.8
- 1,482 GPT-5.5
- 1,481 GPT-6.1 Sol
- 1,481 GLM-5.3
- 1,480 MiMo-V2.6 Pro
- 1,478
Gemini 3.5 Flash
- 1,477 Claude Sonnet 5.5
- 1,477 GLM-5.3-Flash
- 1,476
DeepSeek V4.1 Flash
- 1,476 GPT-5.2 Instant
- 1,476 GPT-6 Astra
- 1,475 GLM-5.2
- 1,475 GPT-5.4
- 1,475 Grok 4.20 Beta 1
- 1,474
Qwen3.7-Max
- 1,474 Claude Opus 4.5
- 1,473 GPT-5.5 Instant
- 1,473
Gemini 3 Flash
- 1,472 Claude Sonnet 4.6
- 1,472 Grok 4.20 Beta (Reasoning, 0309)
- 1,471 Grok 4.20 Multi-Agent Beta (0309)
- 1,467 GPT-5.6 Terra
- 1,467
ERNIE 5.1
- 1,467 MiMo-V2.5-Pro
- 1,465 Grok 4.5
- 1,465 GLM-5.1
- 1,465
DeepSeek-V4-Pro
- 1,465 Grok 4.1
- 1,465 Qwen3.5-Max-Preview
- 1,462 Claude Sonnet 5
- 1,461 Kimi K2.6
- 1,460
Qwen 3.6 Max (Preview)
- 1,458 GPT-6 Sol
- 1,457 GLM-5
- 1,456 Claude Sonnet 4.5
- 1,456
Seed2.0 Pro
- 1,456 GPT-5.1
- 1,456
Qwen3.7-Plus
- 1,456
Gemini 3.5 Flash-Lite
- 1,455 Grok 4.6
- 1,454
Tencent Hy3
- 1,453 GPT-5.6 Luna
- 1,452
Gemma 4 31B IT
- 1,450 GPT-5.3 Instant
- 1,450 Claude Opus 4.1
- 1,450 Kimi K2.5
- 1,448 ERNIE-5.0-Preview (1203)
- 1,448
Step 5 Preview
- 1,448 MiMo-V2-Pro
- 1,448 MiMo-V2.6 Flash
- 1,447 GPT-5.4 Mini
- 1,446 ERNIE 5.0 (0110)
- 1,445
Gemini 2.5 Pro
- 1,445 GPT-4.5
- 1,443
Qwen 3.6 Plus
- 1,443 GPT-4o
- 1,442
Inkling
- 1,442 Grok 4.3
- 1,441
Qwen3.5 397B-A17B
- 1,441 GLM-4.7
- 1,441 Grok 4.7
- 1,441 GPT-6 Luna
- 1,439
MiniMax-M3
- 1,439
DeepSeek-V4-Flash
- 1,438
Gemma 4 26B A4B
- 1,437 GPT-5.2
- 1,436 LongCat-Flash-Chat Exp (2602)
- 1,436 Beam 1.0
- 1,436
Qwen 3.8 27B
- 1,435 GPT-5
- 1,434
Qwen3-Max
- 1,434 GLM-5V-Turbo
- 1,434 MiMo-V2.5
- 1,433
Gemini 3.1 Flash-Lite
- 1,432
Mistral Large 4
- 1,432 o3
- 1,431 MiMo-V2-Omni
- 1,430 Grok 4.1 Fast
- 1,430 Kimi K2 Thinking Turbo
- 1,427 amazon-nova-experimental-chat (26-02-10)
- 1,427
Nemotron 3 Ultra
- 1,426 GPT-5 Chat
- 1,426
Mistral Medium 3.5
- 1,426 Claude Opus 4
- 1,425
DeepSeek-V3.2-Exp
- 1,425
Muse Glimmer
- 1,425 Claude Haiku 5.5
- 1,425
DeepSeek-V3.2
- 1,424 GLM-4.6
- 1,422
Qwen3-235B-A22B-Instruct
- 1,421
DeepSeek-R1
- 1,418 Kimi K2
- 1,418 Grok 4 Fast
- 1,418 ERNIE-5.0-Preview (1022)
- 1,418 Kimi K2
- 1,417
DeepSeek-V3.1
- 1,416
Qwen3.5-122B-A10B
- 1,416
DeepSeek-V3.1-Terminus
- 1,415
MiniMax-M2.7
- 1,415 GPT-4.1
- 1,415 Claude Haiku 4.5
- 1,414
Mistral Large 3
- 1,413
Qwen3-VL-235B-A22B-Instruct
- 1,413 amazon-nova-experimental-chat (26-01-10)
- 1,412
Nemotron 3.5 Super VL
- 1,411 Grok 3
- 1,411 Grok 4
- 1,411 GLM-4.5
- 1,409
Gemini 2.5 Flash
- 1,409
Qwen3.5-27B
- 1,409
Tencent Hy3 preview
- 1,408
Mistral Medium 3.1
- 1,406
Inkling-Small
- 1,403
Gemini 2.5 Flash
- 1,402 o1
- 1,402
Qwen3-235B-A22B
- 1,402 Claude Sonnet 4
- 1,401 GPT-5.4 Nano
- 1,401
LongCat-Flash-Chat
- 1,400
Qwen3-235B-A22B-Thinking
- 1,399
Qwen3-Next-80B-A3B-Instruct
- 1,398
DeepSeek-R1
- 1,396
Qwen3.5-Flash
- 1,395
DeepSeek-V3
- 1,395
Qwen3-VL-235B-A22B
- 1,394 Hunyuan Vision 1.5 Thinking
- 1,394
Qwen3.5-35B-A3B
- 1,393
Step 3.5 Flash
- 1,393 amazon-nova-experimental-chat (12-10)
- 1,392 MiMo-V2-Flash
- 1,391 o4-mini
- 1,391
MiniMax-M2.5
- 1,390 GPT-5 mini
- 1,389 o1-preview
- 1,388 Claude 3.7 Sonnet
- 1,388
Solar Pro 4
- 1,388
Qwen3-Coder-480B-A35B
- 1,387
Hunyuan-T1
- 1,387
Mistral Medium 3
- 1,385
MiniMax-M2.1
- 1,383
Hunyuan-TurboS
- 1,383 GPT-4.1 mini
- 1,382
Qwen3-30B-A3B-Instruct
- 1,379
Gemini 2.5 Flash-Lite
- 1,379
Trinity Large Preview
- 1,378 GLM-4.6V
- 1,375
Gemini 2.5 Flash-Lite
- 1,374 Claude 3.5 Sonnet (October 2024)
- 1,374
Qwen2.5-Max
- 1,373 GLM-4.5-Air
- 1,369
Qwen3-Next-80B-A3B
- 1,367
Trinity Large Thinking
- 1,365
Gemma 3 27B
- 1,365 glm-4.7-flash
- 1,364
MiniMax-M1-80k
- 1,364 amazon-nova-experimental-chat (11-10)
- 1,364 Grok-3 mini
- 1,364 o3-mini
- 1,360
Gemini 2.0 Flash
- 1,360
Nemotron 3 Super
- 1,358
DeepSeek-V3
- 1,356
Mistral Small 3.2
- 1,356 INTELLECT-3
- 1,354
Cohere Command A
- 1,354
Gemini 2.0 Flash-Lite
- 1,353
Nemotron 3.5 Lightning 30B-A3B
- 1,352 GLM-4.5V
- 1,352 gpt-oss-120b
- 1,351
Gemini 1.5 Pro
- 1,349
Step 3
- 1,348 amazon-nova-experimental-chat (10-20)
- 1,348
Llama-3.1-Nemotron-Ultra-253B-v1
- 1,347
Qwen3-32B
- 1,346 amazon-nova-experimental-chat (10-09)
- 1,346 GPT-4o
- 1,346 Qwen-Plus (0125)
- 1,344
MiniMax-M2
- 1,343 Claude 3.5 Sonnet
- 1,343
Ling-flash-2.0
- 1,343
Llama-3.3-Nemotron-Super-49B-v1.5
- 1,343 Mercury 2
- 1,343 GLM-4-Plus (0111)
- 1,342
Gemma 3 12B
- 1,341 Hunyuan Turbo (0110)
- 1,340 Granite 4.2 30B
- 1,338 GPT-5 nano
- 1,337 o1-mini
- 1,336 Gemini Advanced (0514)
- 1,336 Grok-2
- 1,336 GPT-4o
- 1,336
QwQ-32B
- 1,335
Llama 3.1-405B
- 1,335
Nova 2 Lite
- 1,334 Step-2 16K Exp (202412)
- 1,329
Olmo 3.1 32B Instruct
- 1,328
Yi-Lightning
- 1,328
Llama-3.3-Nemotron-Super-49B-v1
- 1,327
Llama 4 Maverick
- 1,327
Qwen3-30B-A3B
- 1,326 Hunyuan Large 20250210
- 1,325 Claude 3.5 Haiku
- 1,325 GPT-4 Turbo
- 1,324
Gemini 1.5 Pro
- 1,323
DeepSeek-V2.5-1210
- 1,322
Ring-flash-2.0
- 1,322 GPT-4.1 nano
- 1,322 Claude 3 Opus
- 1,321
Llama 4 Scout
- 1,321
Molmo2-8B
- 1,320 Step-1o Turbo (202506)
- 1,319 GLM-4-Plus
- 1,318 Qwen-Max (0919)
- 1,318
Llama 3.3 70B Instruct
- 1,318 GPT-4o mini
- 1,318
Gemma 3n E4B
- 1,317 gpt-oss-20b
- 1,315 Qwen2.5-Plus (1127)
- 1,314
Mistral Large 2
- 1,314
Athene-V2-Chat
- 1,314
Nemotron 3 Nano 30B-A3B
- 1,313 GPT-4 Turbo (Jan 2024)
- 1,313 GPT-4 Turbo
- 1,311 Hunyuan Standard 20250210
- 1,309
Gemini 1.5 Flash
- 1,308 Grok-2 mini
- 1,307
DeepSeek-V2.5
- 1,307
Athene-70B
- 1,306
Olmo 3 32B Think
- 1,306 Mercury
- 1,306
Mistral Large 2
- 1,305
Magistral Medium 1.0
- 1,304 Granite 4.1 8B
- 1,303
Gemma 3 4B
- 1,303
Qwen2.5-72B
- 1,303
Mistral Small 3.1
- 1,299
Llama-3.1-Nemotron-70B-Instruct
- 1,294 Hunyuan Large Vision
- 1,293
Llama 3.1-70B
- 1,290
Amazon Nova Pro
- 1,290 Granite 4.2 3B
- 1,290 Granite 4.2 8B
- 1,289
Gemma 2 27B
- 1,289 Jamba 1.5 Large
- 1,288 Reka Core
- 1,288 GPT-4
- 1,287 Granite 4.0 H Small
- 1,287
Llama-3.1-Nemotron-51B-Instruct
- 1,287
Gemini 1.5 Flash
- 1,286
Olmo 3.1 32B Think
- 1,286
Tulu 3 (TĂĽlu 3) 70B
- 1,281 Claude 3 Sonnet
- 1,280 Gemma 2 9B IT SimPO
- 1,277
Nemotron-4-340B-Instruct
- 1,277
Llama 3-70B
- 1,276
Command R+
- 1,276 GPT-4
- 1,274
Mistral Small 3
- 1,273 GLM-4 (0520)
- 1,272 Reka Flash
- 1,271
Qwen2.5-Coder-32B-Instruct
- 1,267
Aya Expanse 32B
- 1,267
Gemma 2 9B
- 1,265
DeepSeek-Coder-V2 236B
- 1,262
Qwen2-72B
- 1,262 Claude 3 Haiku
- 1,260
Amazon Nova Lite
- 1,259
Gemini 1.5 Flash 8B
- 1,256
Phi-4
- 1,252
OLMo 2 32B Instruct
- 1,250 c4ai-command-r-08-2024
- 1,243
Mistral Large
- 1,241
Amazon Nova Micro
- 1,240 Jamba 1.5 Mini
- 1,238
Ministral 8B
- 1,237
Gemini 1.0 Pro
- 1,234
Qwen1.5-110B
- 1,234 Reka Flash 21B (Online)
- 1,234
Qwen1.5-72B
- 1,233 Hunyuan Standard 256K
- 1,230
Mixtral 8x22B
- 1,227
Command R (03-2024)
- 1,226 GPT-3.5 Turbo
- 1,224
Llama 3-8B
- 1,223
Aya Expanse 8B
- 1,223
Mistral Medium
- 1,221
Llama-3.1-Tulu-3-8B
- 1,213
Zephyr ORPO 141B A35B v0.1
- 1,213
Yi-1.5-34B
- 1,211
Llama 3.1-8B
- 1,209 Granite-3.1-8B-Instruct
- 1,204 GPT-3.5 Turbo
- 1,204
Qwen1.5-32B
- 1,200
Gemma 2 2B IT
- 1,198
phi-3-medium 14B
- 1,197
Mixtral 8x7B
- 1,196
DBRX
- 1,191
Qwen1.5-14B
- 1,191
InternLM2.5-20B-Chat
- 1,185
DeepSeek LLM 67B
- 1,185 WizardLM 70B
- 1,184
Yi-34B
- 1,183 Granite-3.0-8B-Instruct
- 1,183 OpenChat 3.5
- 1,183 OpenChat 3.5 (0106)
- 1,183
Gemma 1.1 7B IT
- 1,180
Snowflake Arctic Instruct
- 1,179 Granite-3.1-2B-Instruct
- 1,178
Tulu 2 DPO 70B
- 1,176 OpenHermes 2.5 Mistral 7B
- 1,173 Vicuna 33B
- 1,171
phi-3-small 7.4B
- 1,171
Starling-LM-7B-beta
- 1,171
Llama 2-70B
- 1,167
Starling-LM-7B-alpha
- 1,167
Llama 3.2 3B
- 1,164 Nous-Hermes-2-Mixtral-8x7B-DPO
- 1,157 Granite-3.0-2B-Instruct
- 1,155
Llama2-70B-SteerLM-Chat
- 1,154
QwQ-32B-Preview
- 1,152
SOLAR-10.7B-Instruct-v1.0
- 1,152 Dolphin 2.2.1 Mistral 7B
- 1,151
MPT-30B
- 1,150 WizardLM 13B
- 1,149
Mistral 7B v0.2
- 1,148
Falcon-180B
- 1,144
Qwen1.5-7B
- 1,143 Phi-3 Mini 4K Instruct (June 2024)
- 1,142 Vicuna 13B
- 1,141
Llama 2-13B
- 1,139
Qwen-14B
- 1,139 PaLM 2
- 1,138
Gemma 7B
- 1,137
Code Llama 34B Instruct
- 1,131
Zephyr 7B Beta
- 1,130
Phi-3-mini-128k-instruct
- 1,128
phi-3-mini 3.8B
- 1,128 Guanaco 33B
- 1,127
Zephyr 7B Alpha
- 1,122 StripedHyena Nous 7B
- 1,119
Code Llama 70B Instruct
- 1,117
Gemma 1.1 2B IT
- 1,115 Vicuna 7B
- 1,115
SmolLM2 1.7B Instruct
- 1,111
Llama 3.2 1B
- 1,110
Mistral-7B-Instruct-v0.1
- 1,108
Llama 2-7B
- 1,094
Gemma 2B
- 1,091
Qwen1.5-4B-Chat
- 1,074
OLMo-7B-Instruct
- 1,071 Koala 13B
- 1,070 Alpaca 13B
- 1,068 GPT4All 13B Snoozy
- 1,064
MPT-7B
- 1,057 ChatGLM3-6B
- 1,042 RWKV-4 Raven 14B
- 1,025 chatglm2-6b
- 1,024 OpenAssistant Pythia 12B
- 996 ChatGLM-6B
- 993
FastChat-T5-3B
- 983
Dolly 2.0-12b
- 975
LLaMA-13B
- 953 stablelm-tuned-alpha-7b
Bars start at 800.
- 1
Gemini 4 Carbon high 1,528
- 2
Gemini 4 Argon high 1,520
- 3 Claude Opus 5.5 high 1,509
- 4
Muse Wonder max 1,507
- 5 Claude Fable 5.1 max 1,504
- 6 Claude Fable 5 high 1,504
- 7 Claude Opus 4.6 high 1,503
- 8 Claude Opus 4.7 high 1,501
- 9
Gemini 3.8 Flash high 1,496
- 10
Muse Spark 1.3 max 1,495
- 11
Muse Spark 1.2 xhigh 1,492
- 12 Claude Opus 5 high 1,492
- 13
Muse Spark 1.1 1,490
- 14
Gemini 3.7 Flash high 1,490
- 15
Muse Spark 1,489
- 16 Kimi K3 max 1,488
- 17
Gemini 3.1 Pro 1,487
- 18
Gemini 3 Pro 1,485
- 19 GPT-5.6 Sol xhigh 1,485
- 20
Gemini 3.6 Flash high 1,483
- 21
Qwen 3.8 Max 1,482
- 22 Claude Opus 4.8 high 1,482
- 23 GPT-5.5 high 1,482
- 24 GPT-6.1 Sol max 1,481
- 25 GLM-5.3 max 1,481
- 26 MiMo-V2.6 Pro 1,480
- 27
Gemini 3.5 Flash high 1,478
- 28 Claude Sonnet 5.5 xhigh 1,477
- 29 GLM-5.3-Flash 1,477
- 30
DeepSeek V4.1 Flash max 1,476
- 31 GPT-5.2 Instant 1,476
- 32 GPT-6 Astra max 1,476
- 33 GLM-5.2 max 1,475
- 34 GPT-5.4 high 1,475
- 35 Grok 4.20 Beta 1 1,475
- 36
Qwen3.7-Max 1,474
- 37 Claude Opus 4.5 high, 32k 1,474
- 38 GPT-5.5 Instant 1,473
- 39
Gemini 3 Flash 1,473
- 40 Claude Sonnet 4.6 1,472
- 41 Grok 4.20 Beta (Reasoning, 0309) 1,472
- 42 Grok 4.20 Multi-Agent Beta (0309) 1,471
- 43 GPT-5.6 Terra xhigh 1,467
- 44
ERNIE 5.1 1,467
- 45 MiMo-V2.5-Pro 1,467
- 46 Grok 4.5 1,465
- 47 GLM-5.1 1,465
- 48
DeepSeek-V4-Pro high 1,465
- 49 Grok 4.1 thinking 1,465
- 50 Qwen3.5-Max-Preview 1,465
- 51 Claude Sonnet 5 high 1,462
- 52 Kimi K2.6 1,461
- 53
Qwen 3.6 Max (Preview) 1,460
- 54 GPT-6 Sol max 1,458
- 55 GLM-5 1,457
- 56 Claude Sonnet 4.5 high, 32k 1,456
- 57
Seed2.0 Pro 1,456
- 58 GPT-5.1 high 1,456
- 59
Qwen3.7-Plus 1,456
- 60
Gemini 3.5 Flash-Lite 1,456
- 61 Grok 4.6 high 1,455
- 62
Tencent Hy3 1,454
- 63 GPT-5.6 Luna xhigh 1,453
- 64
Gemma 4 31B IT 1,452
- 65 GPT-5.3 Instant 1,450
- 66 Claude Opus 4.1 thinking 16k 1,450
- 67 Kimi K2.5 thinking 1,450
- 68 ERNIE-5.0-Preview (1203) 1,448
- 69
Step 5 Preview 1,448
- 70 MiMo-V2-Pro 1,448
- 71 MiMo-V2.6 Flash 1,448
- 72 GPT-5.4 Mini high 1,447
- 73 ERNIE 5.0 (0110) 1,446
- 74
Gemini 2.5 Pro Jun 2025 1,445
- 75 GPT-4.5 1,445
- 76
Qwen 3.6 Plus 1,443
- 77 GPT-4o Mar 2025 1,443
- 78
Inkling 1,442
- 79 Grok 4.3 1,442
- 80
Qwen3.5 397B-A17B 1,441
- 81 GLM-4.7 1,441
- 82 Grok 4.7 xhigh 1,441
- 83 GPT-6 Luna max 1,441
- 84
MiniMax-M3 1,439
- 85
DeepSeek-V4-Flash high 1,439
- 86
Gemma 4 26B A4B 1,438
- 87 GPT-5.2 high 1,437
- 88 LongCat-Flash-Chat Exp (2602) 1,436
- 89 Beam 1.0 1,436
- 90
Qwen 3.8 27B 1,436
- 91 GPT-5 high 1,435
- 92
Qwen3-Max 1,434
- 93 GLM-5V-Turbo 1,434
- 94 MiMo-V2.5 1,434
- 95
Gemini 3.1 Flash-Lite 1,433
- 96
Mistral Large 4 1,432
- 97 o3 1,432
- 98 MiMo-V2-Omni 1,431
- 99 Grok 4.1 Fast reasoning 1,430
- 100 Kimi K2 Thinking Turbo 1,430
- 101 amazon-nova-experimental-chat (26-02-10) 1,427
- 102
Nemotron 3 Ultra nvfp4 1,427
- 103 GPT-5 Chat 1,426
- 104
Mistral Medium 3.5 1,426
- 105 Claude Opus 4 thinking 16k 1,426
- 106
DeepSeek-V3.2-Exp thinking 1,425
- 107
Muse Glimmer 1,425
- 108 Claude Haiku 5.5 high 1,425
- 109
DeepSeek-V3.2 1,425
- 110 GLM-4.6 1,424
- 111
Qwen3-235B-A22B-Instruct Jul 2025 1,422
- 112
DeepSeek-R1 May 2025 1,421
- 113 Kimi K2 Sep 2025 1,418
- 114 Grok 4 Fast non-reasoning 1,418
- 115 ERNIE-5.0-Preview (1022) 1,418
- 116 Kimi K2 Jul 2025 1,418
- 117
DeepSeek-V3.1 1,417
- 118
Qwen3.5-122B-A10B 1,416
- 119
DeepSeek-V3.1-Terminus thinking 1,416
- 120
MiniMax-M2.7 1,415
- 121 GPT-4.1 1,415
- 122 Claude Haiku 4.5 1,415
- 123
Mistral Large 3 1,414
- 124
Qwen3-VL-235B-A22B-Instruct 1,413
- 125 amazon-nova-experimental-chat (26-01-10) 1,413
- 126
Nemotron 3.5 Super VL nvfp4 1,412
- 127 Grok 3 1,411
- 128 Grok 4 1,411
- 129 GLM-4.5 1,411
- 130
Gemini 2.5 Flash Jun 2025 1,409
- 131
Qwen3.5-27B 1,409
- 132
Tencent Hy3 preview 1,409
- 133
Mistral Medium 3.1 1,408
- 134
Inkling-Small 1,406
- 135
Gemini 2.5 Flash Sep 2025 1,403
- 136 o1 1,402
- 137
Qwen3-235B-A22B non-thinking 1,402
- 138 Claude Sonnet 4 thinking 32k 1,402
- 139 GPT-5.4 Nano high 1,401
- 140
LongCat-Flash-Chat 1,401
- 141
Qwen3-235B-A22B-Thinking Jul 2025 1,400
- 142
Qwen3-Next-80B-A3B-Instruct 1,399
- 143
DeepSeek-R1 1,398
- 144
Qwen3.5-Flash 1,396
- 145
DeepSeek-V3 Mar 2025 1,395
- 146
Qwen3-VL-235B-A22B thinking 1,395
- 147 Hunyuan Vision 1.5 Thinking 1,394
- 148
Qwen3.5-35B-A3B 1,394
- 149
Step 3.5 Flash 1,393
- 150 amazon-nova-experimental-chat (12-10) 1,393
- 151 MiMo-V2-Flash non-thinking 1,392
- 152 o4-mini 1,391
- 153
MiniMax-M2.5 1,391
- 154 GPT-5 mini high 1,390
- 155 o1-preview 1,389
- 156 Claude 3.7 Sonnet thinking 32k 1,388
- 157
Solar Pro 4 1,388
- 158
Qwen3-Coder-480B-A35B 1,388
- 159
Hunyuan-T1 1,387
- 160
Mistral Medium 3 1,387
- 161
MiniMax-M2.1 1,385
- 162
Hunyuan-TurboS 1,383
- 163 GPT-4.1 mini 1,383
- 164
Qwen3-30B-A3B-Instruct Jul 2025 1,382
- 165
Gemini 2.5 Flash-Lite Sep 2025, non-thinking, 09-2025 1,379
- 166
Trinity Large Preview 1,379
- 167 GLM-4.6V 1,378
- 168
Gemini 2.5 Flash-Lite Jun 2025 1,375
- 169 Claude 3.5 Sonnet (October 2024) 1,374
- 170
Qwen2.5-Max 1,374
- 171 GLM-4.5-Air 1,373
- 172
Qwen3-Next-80B-A3B thinking 1,369
- 173
Trinity Large Thinking 1,367
- 174
Gemma 3 27B 1,365
- 175 glm-4.7-flash 1,365
- 176
MiniMax-M1-80k 1,364
- 177 amazon-nova-experimental-chat (11-10) 1,364
- 178 Grok-3 mini high 1,364
- 179 o3-mini high 1,364
- 180
Gemini 2.0 Flash Feb 2025 1,360
- 181
Nemotron 3 Super 1,360
- 182
DeepSeek-V3 1,358
- 183
Mistral Small 3.2 1,356
- 184 INTELLECT-3 1,356
- 185
Cohere Command A 1,354
- 186
Gemini 2.0 Flash-Lite 1,354
- 187
Nemotron 3.5 Lightning 30B-A3B nvfp4 1,353
- 188 GLM-4.5V 1,352
- 189 gpt-oss-120b 1,352
- 190
Gemini 1.5 Pro Sep 2024 1,351
- 191
Step 3 1,349
- 192 amazon-nova-experimental-chat (10-20) 1,348
- 193
Llama-3.1-Nemotron-Ultra-253B-v1 1,348
- 194
Qwen3-32B 1,347
- 195 amazon-nova-experimental-chat (10-09) 1,346
- 196 GPT-4o May 2024 1,346
- 197 Qwen-Plus (0125) 1,346
- 198
MiniMax-M2 1,344
- 199 Claude 3.5 Sonnet 1,343
- 200
Ling-flash-2.0 1,343
- 201
Llama-3.3-Nemotron-Super-49B-v1.5 1,343
- 202 Mercury 2 1,343
- 203 GLM-4-Plus (0111) 1,343
- 204
Gemma 3 12B 1,342
- 205 Hunyuan Turbo (0110) 1,341
- 206 Granite 4.2 30B 1,340
- 207 GPT-5 nano high 1,338
- 208 o1-mini 1,337
- 209 Gemini Advanced (0514) 1,336
- 210 Grok-2 Aug 2024 1,336
- 211 GPT-4o Aug 2024 1,336
- 212
QwQ-32B 1,336
- 213
Llama 3.1-405B bf16 1,335
- 214
Nova 2 Lite 1,335
- 215 Step-2 16K Exp (202412) 1,334
- 216
Olmo 3.1 32B Instruct 1,329
- 217
Yi-Lightning 1,328
- 218
Llama-3.3-Nemotron-Super-49B-v1 1,328
- 219
Llama 4 Maverick 1,327
- 220
Qwen3-30B-A3B 1,327
- 221 Hunyuan Large 20250210 1,326
- 222 Claude 3.5 Haiku 1,325
- 223 GPT-4 Turbo Apr 2024 1,325
- 224
Gemini 1.5 Pro May 2024 1,324
- 225
DeepSeek-V2.5-1210 1,323
- 226
Ring-flash-2.0 1,322
- 227 GPT-4.1 nano 1,322
- 228 Claude 3 Opus 1,322
- 229
Llama 4 Scout 1,321
- 230
Molmo2-8B 1,321
- 231 Step-1o Turbo (202506) 1,320
- 232 GLM-4-Plus 1,319
- 233 Qwen-Max (0919) 1,318
- 234
Llama 3.3 70B Instruct 1,318
- 235 GPT-4o mini 1,318
- 236
Gemma 3n E4B 1,318
- 237 gpt-oss-20b 1,317
- 238 Qwen2.5-Plus (1127) 1,315
- 239
Mistral Large 2 Jul 2024 1,314
- 240
Athene-V2-Chat 1,314
- 241
Nemotron 3 Nano 30B-A3B bf16 1,314
- 242 GPT-4 Turbo (Jan 2024) 1,313
- 243 GPT-4 Turbo Nov 2023 1,313
- 244 Hunyuan Standard 20250210 1,311
- 245
Gemini 1.5 Flash Sep 2024 1,309
- 246 Grok-2 mini 1,308
- 247
DeepSeek-V2.5 Sep 2024 1,307
- 248
Athene-70B 1,307
- 249
Olmo 3 32B Think 1,306
- 250 Mercury 1,306
- 251
Mistral Large 2 Nov 2024 1,306
- 252
Magistral Medium 1.0 1,305
- 253 Granite 4.1 8B 1,304
- 254
Gemma 3 4B 1,303
- 255
Qwen2.5-72B 1,303
- 256
Mistral Small 3.1 1,303
- 257
Llama-3.1-Nemotron-70B-Instruct 1,299
- 258 Hunyuan Large Vision 1,294
- 259
Llama 3.1-70B 1,293
- 260
Amazon Nova Pro 1,290
- 261 Granite 4.2 3B 1,290
- 262 Granite 4.2 8B 1,290
- 263
Gemma 2 27B 1,289
- 264 Jamba 1.5 Large 1,289
- 265 Reka Core 1,288
- 266 GPT-4 Mar 2023 1,288
- 267 Granite 4.0 H Small 1,287
- 268
Llama-3.1-Nemotron-51B-Instruct 1,287
- 269
Gemini 1.5 Flash May 2024 1,287
- 270
Olmo 3.1 32B Think 1,286
- 271
Tulu 3 (TĂĽlu 3) 70B 1,286
- 272 Claude 3 Sonnet 1,281
- 273 Gemma 2 9B IT SimPO 1,280
- 274
Nemotron-4-340B-Instruct 1,277
- 275
Llama 3-70B 1,277
- 276
Command R+ 1,276
- 277 GPT-4 Jun 2023 1,276
- 278
Mistral Small 3 1,274
- 279 GLM-4 (0520) 1,273
- 280 Reka Flash 1,272
- 281
Qwen2.5-Coder-32B-Instruct 1,271
- 282
Aya Expanse 32B 1,267
- 283
Gemma 2 9B 1,267
- 284
DeepSeek-Coder-V2 236B 1,265
- 285
Qwen2-72B 1,262
- 286 Claude 3 Haiku 1,262
- 287
Amazon Nova Lite 1,260
- 288
Gemini 1.5 Flash 8B 1,259
- 289
Phi-4 1,256
- 290
OLMo 2 32B Instruct 1,252
- 291 c4ai-command-r-08-2024 1,250
- 292
Mistral Large 1,243
- 293
Amazon Nova Micro 1,241
- 294 Jamba 1.5 Mini 1,240
- 295
Ministral 8B 1,238
- 296
Gemini 1.0 Pro 1,237
- 297
Qwen1.5-110B 1,234
- 298 Reka Flash 21B (Online) 1,234
- 299
Qwen1.5-72B 1,234
- 300 Hunyuan Standard 256K 1,233
- 301
Mixtral 8x22B 1,230
- 302
Command R (03-2024) 1,227
- 303 GPT-3.5 Turbo Jan 2024 1,226
- 304
Llama 3-8B 1,224
- 305
Aya Expanse 8B 1,223
- 306
Mistral Medium 1,223
- 307
Llama-3.1-Tulu-3-8B 1,221
- 308
Zephyr ORPO 141B A35B v0.1 1,213
- 309
Yi-1.5-34B 1,213
- 310
Llama 3.1-8B 1,211
- 311 Granite-3.1-8B-Instruct 1,209
- 312 GPT-3.5 Turbo Nov 2023 1,204
- 313
Qwen1.5-32B 1,204
- 314
Gemma 2 2B IT 1,200
- 315
phi-3-medium 14B 1,198
- 316
Mixtral 8x7B 1,197
- 317
DBRX 1,196
- 318
Qwen1.5-14B 1,191
- 319
InternLM2.5-20B-Chat 1,191
- 320
DeepSeek LLM 67B 1,185
- 321 WizardLM 70B 1,185
- 322
Yi-34B 1,184
- 323 Granite-3.0-8B-Instruct 1,183
- 324 OpenChat 3.5 1,183
- 325 OpenChat 3.5 (0106) 1,183
- 326
Gemma 1.1 7B IT 1,183
- 327
Snowflake Arctic Instruct 1,180
- 328 Granite-3.1-2B-Instruct 1,179
- 329
Tulu 2 DPO 70B 1,178
- 330 OpenHermes 2.5 Mistral 7B 1,176
- 331 Vicuna 33B 1,173
- 332
phi-3-small 7.4B 1,171
- 333
Starling-LM-7B-beta 1,171
- 334
Llama 2-70B 1,171
- 335
Starling-LM-7B-alpha 1,167
- 336
Llama 3.2 3B 1,167
- 337 Nous-Hermes-2-Mixtral-8x7B-DPO 1,164
- 338 Granite-3.0-2B-Instruct 1,157
- 339
Llama2-70B-SteerLM-Chat 1,155
- 340
QwQ-32B-Preview 1,154
- 341
SOLAR-10.7B-Instruct-v1.0 1,152
- 342 Dolphin 2.2.1 Mistral 7B 1,152
- 343
MPT-30B 1,151
- 344 WizardLM 13B 1,150
- 345
Mistral 7B v0.2 1,149
- 346
Falcon-180B 1,148
- 347
Qwen1.5-7B 1,144
- 348 Phi-3 Mini 4K Instruct (June 2024) 1,143
- 349 Vicuna 13B 1,142
- 350
Llama 2-13B 1,141
- 351
Qwen-14B 1,139
- 352 PaLM 2 1,139
- 353
Gemma 7B 1,138
- 354
Code Llama 34B Instruct 1,137
- 355
Zephyr 7B Beta 1,131
- 356
Phi-3-mini-128k-instruct 1,130
- 357
phi-3-mini 3.8B 1,128
- 358 Guanaco 33B 1,128
- 359
Zephyr 7B Alpha 1,127
- 360 StripedHyena Nous 7B 1,122
- 361
Code Llama 70B Instruct 1,119
- 362
Gemma 1.1 2B IT 1,117
- 363 Vicuna 7B 1,115
- 364
SmolLM2 1.7B Instruct 1,115
- 365
Llama 3.2 1B 1,111
- 366
Mistral-7B-Instruct-v0.1 1,110
- 367
Llama 2-7B 1,108
- 368
Gemma 2B 1,094
- 369
Qwen1.5-4B-Chat 1,091
- 370
OLMo-7B-Instruct 1,074
- 371 Koala 13B 1,071
- 372 Alpaca 13B 1,070
- 373 GPT4All 13B Snoozy 1,068
- 374
MPT-7B 1,064
- 375 ChatGLM3-6B 1,057
- 376 RWKV-4 Raven 14B 1,042
- 377 chatglm2-6b 1,025
- 378 OpenAssistant Pythia 12B 1,024
- 379 ChatGLM-6B 996
- 380
FastChat-T5-3B 993
- 381
Dolly 2.0-12b 983
- 382
LLaMA-13B 975
- 383 stablelm-tuned-alpha-7b 953
| # | Entry | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | | 1,528 | high | Oct 2026 | Official leaderboard |
| 2 | | 1,520 | high | Sep 2026 | Official leaderboard |
| 3 | Claude Opus 5.5 | 1,509 | high | Sep 2026 | Official leaderboard |
| 4 | | 1,507 | max | Oct 2026 | Official leaderboard |
| 5 | Claude Fable 5.1 | 1,504 | max | Sep 2026 | Official leaderboard |
| 6 | Claude Fable 5 | 1,504 | high | Jun 2026 | Official leaderboard |
| 7 | Claude Opus 4.6 | 1,503 | high | Feb 2026 | Official leaderboard |
| 8 | Claude Opus 4.7 | 1,501 | high | Apr 2026 | Official leaderboard |
| 9 | | 1,496 | high | Sep 2026 | Official leaderboard |
| 10 | | 1,495 | max | Sep 2026 | Official leaderboard |
| 11 | | 1,492 | xhigh | Aug 2026 | Official leaderboard |
| 12 | Claude Opus 5 | 1,492 | high | Jul 2026 | Official leaderboard |
| 13 | | 1,490 | Jul 2026 | Official leaderboard | |
| 14 | | 1,490 | high | Aug 2026 | Official leaderboard |
| 15 | | 1,489 | Apr 2026 | Official leaderboard | |
| 16 | Kimi K3 | 1,488 | max | Jul 2026 | Official leaderboard |
| 17 | | 1,487 | Feb 2026 | Official leaderboard | |
| 18 | | 1,485 | Nov 2025 | Official leaderboard | |
| 19 | GPT-5.6 Sol | 1,485 | xhigh | Jul 2026 | Official leaderboard |
| 20 | | 1,483 | high | Jul 2026 | Official leaderboard |
| 21 | | 1,482 | Aug 2026 | Official leaderboard | |
| 22 | Claude Opus 4.8 | 1,482 | high | May 2026 | Official leaderboard |
| 23 | GPT-5.5 | 1,482 | high | Apr 2026 | Official leaderboard |
| 24 | GPT-6.1 Sol | 1,481 | max | Sep 2026 | Official leaderboard |
| 25 | GLM-5.3 | 1,481 | max | Aug 2026 | Official leaderboard |
| 26 | MiMo-V2.6 Pro | 1,480 | Sep 2026 | Official leaderboard | |
| 27 | | 1,478 | high | May 2026 | Official leaderboard |
| 28 | Claude Sonnet 5.5 | 1,477 | xhigh | Sep 2026 | Official leaderboard |
| 29 | GLM-5.3-Flash | 1,477 | Aug 2026 | Official leaderboard | |
| 30 | | 1,476 | max | Sep 2026 | Official leaderboard |
| 31 | GPT-5.2 Instant | 1,476 | Dec 2025 | Official leaderboard | |
| 32 | GPT-6 Astra | 1,476 | max | Sep 2026 | Official leaderboard |
| 33 | GLM-5.2 | 1,475 | max | Jun 2026 | Official leaderboard |
| 34 | GPT-5.4 | 1,475 | high | Mar 2026 | Official leaderboard |
| 35 | Grok 4.20 Beta 1 | 1,475 | Oct 2026 | Official leaderboard | |
| 36 | | 1,474 | May 2026 | Official leaderboard | |
| 37 | Claude Opus 4.5 | 1,474 | high, 32k | Nov 2025 | Official leaderboard |
| 38 | GPT-5.5 Instant | 1,473 | May 2026 | Official leaderboard | |
| 39 | | 1,473 | Dec 2025 | Official leaderboard | |
| 40 | Claude Sonnet 4.6 | 1,472 | Feb 2026 | Official leaderboard | |
| 41 | Grok 4.20 Beta (Reasoning, 0309) | 1,472 | Oct 2026 | Official leaderboard | |
| 42 | Grok 4.20 Multi-Agent Beta (0309) | 1,471 | Oct 2026 | Official leaderboard | |
| 43 | GPT-5.6 Terra | 1,467 | xhigh | Jul 2026 | Official leaderboard |
| 44 | | 1,467 | May 2026 | Official leaderboard | |
| 45 | MiMo-V2.5-Pro | 1,467 | Apr 2026 | Official leaderboard | |
| 46 | Grok 4.5 | 1,465 | Jul 2026 | Official leaderboard | |
| 47 | GLM-5.1 | 1,465 | Apr 2026 | Official leaderboard | |
| 48 | | 1,465 | high | Apr 2026 | Official leaderboard |
| 49 | Grok 4.1 | 1,465 | thinking | Nov 2025 | Official leaderboard |
| 50 | Qwen3.5-Max-Preview | 1,465 | Oct 2026 | Official leaderboard | |
| 51 | Claude Sonnet 5 | 1,462 | high | Jun 2026 | Official leaderboard |
| 52 | Kimi K2.6 | 1,461 | Apr 2026 | Official leaderboard | |
| 53 | | 1,460 | Apr 2026 | Official leaderboard | |
| 54 | GPT-6 Sol | 1,458 | max | Sep 2026 | Official leaderboard |
| 55 | GLM-5 | 1,457 | Feb 2026 | Official leaderboard | |
| 56 | Claude Sonnet 4.5 | 1,456 | high, 32k | Sep 2025 | Official leaderboard |
| 57 | | 1,456 | Feb 2026 | Official leaderboard | |
| 58 | GPT-5.1 | 1,456 | high | Nov 2025 | Official leaderboard |
| 59 | | 1,456 | Jun 2026 | Official leaderboard | |
| 60 | | 1,456 | Jul 2026 | Official leaderboard | |
| 61 | Grok 4.6 | 1,455 | high | Aug 2026 | Official leaderboard |
| 62 | | 1,454 | Jul 2026 | Official leaderboard | |
| 63 | GPT-5.6 Luna | 1,453 | xhigh | Jul 2026 | Official leaderboard |
| 64 | | 1,452 | Apr 2026 | Official leaderboard | |
| 65 | GPT-5.3 Instant | 1,450 | Mar 2026 | Official leaderboard | |
| 66 | Claude Opus 4.1 | 1,450 | thinking 16k | Aug 2025 | Official leaderboard |
| 67 | Kimi K2.5 | 1,450 | thinking | Jan 2026 | Official leaderboard |
| 68 | ERNIE-5.0-Preview (1203) | 1,448 | Oct 2026 | Official leaderboard | |
| 69 | | 1,448 | Sep 2026 | Official leaderboard | |
| 70 | MiMo-V2-Pro | 1,448 | Mar 2026 | Official leaderboard | |
| 71 | MiMo-V2.6 Flash | 1,448 | Sep 2026 | Official leaderboard | |
| 72 | GPT-5.4 Mini | 1,447 | high | Mar 2026 | Official leaderboard |
| 73 | ERNIE 5.0 (0110) | 1,446 | Oct 2026 | Official leaderboard | |
| 74 | | 1,445 | Jun 2025 | Official leaderboard | |
| 75 | GPT-4.5 | 1,445 | Feb 2025 | Official leaderboard | |
| 76 | | 1,443 | Mar 2026 | Official leaderboard | |
| 77 | GPT-4o Mar 2025 | 1,443 | Mar 2025 | Official leaderboard | |
| 78 | | 1,442 | Jul 2026 | Official leaderboard | |
| 79 | Grok 4.3 | 1,442 | Apr 2026 | Official leaderboard | |
| 80 | | 1,441 | Feb 2026 | Official leaderboard | |
| 81 | GLM-4.7 | 1,441 | Dec 2025 | Official leaderboard | |
| 82 | Grok 4.7 | 1,441 | xhigh | Sep 2026 | Official leaderboard |
| 83 | GPT-6 Luna | 1,441 | max | Sep 2026 | Official leaderboard |
| 84 | | 1,439 | Jun 2026 | Official leaderboard | |
| 85 | | 1,439 | high | Apr 2026 | Official leaderboard |
| 86 | | 1,438 | Apr 2026 | Official leaderboard | |
| 87 | GPT-5.2 | 1,437 | high | Dec 2025 | Official leaderboard |
| 88 | LongCat-Flash-Chat Exp (2602) | 1,436 | Oct 2026 | Official leaderboard | |
| 89 | Beam 1.0 | 1,436 | Oct 2026 | Official leaderboard | |
| 90 | | 1,436 | Aug 2026 | Official leaderboard | |
| 91 | GPT-5 | 1,435 | high | Aug 2025 | Official leaderboard |
| 92 | | 1,434 | Sep 2025 | Official leaderboard | |
| 93 | GLM-5V-Turbo | 1,434 | Apr 2026 | Official leaderboard | |
| 94 | MiMo-V2.5 | 1,434 | Apr 2026 | Official leaderboard | |
| 95 | | 1,433 | Mar 2026 | Official leaderboard | |
| 96 | | 1,432 | Oct 2026 | Official leaderboard | |
| 97 | o3 | 1,432 | Apr 2025 | Official leaderboard | |
| 98 | MiMo-V2-Omni | 1,431 | Mar 2026 | Official leaderboard | |
| 99 | Grok 4.1 Fast | 1,430 | reasoning | Nov 2025 | Official leaderboard |
| 100 | Kimi K2 Thinking Turbo | 1,430 | Oct 2026 | Official leaderboard | |
| 101 | amazon-nova-experimental-chat (26-02-10) | 1,427 | Oct 2026 | Official leaderboard | |
| 102 | | 1,427 | nvfp4 | Jun 2026 | Official leaderboard |
| 103 | GPT-5 Chat | 1,426 | Aug 2025 | Official leaderboard | |
| 104 | | 1,426 | Apr 2026 | Official leaderboard | |
| 105 | Claude Opus 4 | 1,426 | thinking 16k | May 2025 | Official leaderboard |
| 106 | | 1,425 | thinking | Sep 2025 | Official leaderboard |
| 107 | | 1,425 | Aug 2026 | Official leaderboard | |
| 108 | Claude Haiku 5.5 | 1,425 | high | Oct 2026 | Official leaderboard |
| 109 | | 1,425 | Dec 2025 | Official leaderboard | |
| 110 | GLM-4.6 | 1,424 | Sep 2025 | Official leaderboard | |
| 111 | | 1,422 | Jul 2025 | Official leaderboard | |
| 112 | | 1,421 | May 2025 | Official leaderboard | |
| 113 | Kimi K2 Sep 2025 | 1,418 | Sep 2025 | Official leaderboard | |
| 114 | Grok 4 Fast | 1,418 | non-reasoning | Sep 2025 | Official leaderboard |
| 115 | ERNIE-5.0-Preview (1022) | 1,418 | Oct 2026 | Official leaderboard | |
| 116 | Kimi K2 Jul 2025 | 1,418 | Jul 2025 | Official leaderboard | |
| 117 | | 1,417 | Aug 2025 | Official leaderboard | |
| 118 | | 1,416 | Feb 2026 | Official leaderboard | |
| 119 | | 1,416 | thinking | Sep 2025 | Official leaderboard |
| 120 | | 1,415 | Mar 2026 | Official leaderboard | |
| 121 | GPT-4.1 | 1,415 | Apr 2025 | Official leaderboard | |
| 122 | Claude Haiku 4.5 | 1,415 | Oct 2025 | Official leaderboard | |
| 123 | | 1,414 | Dec 2025 | Official leaderboard | |
| 124 | | 1,413 | Sep 2025 | Official leaderboard | |
| 125 | amazon-nova-experimental-chat (26-01-10) | 1,413 | Oct 2026 | Official leaderboard | |
| 126 | | 1,412 | nvfp4 | Oct 2026 | Official leaderboard |
| 127 | Grok 3 | 1,411 | Apr 2025 | Official leaderboard | |
| 128 | Grok 4 | 1,411 | Jul 2025 | Official leaderboard | |
| 129 | GLM-4.5 | 1,411 | Aug 2025 | Official leaderboard | |
| 130 | | 1,409 | Jun 2025 | Official leaderboard | |
| 131 | | 1,409 | Feb 2026 | Official leaderboard | |
| 132 | | 1,409 | Apr 2026 | Official leaderboard | |
| 133 | | 1,408 | Aug 2025 | Official leaderboard | |
| 134 | | 1,406 | Jul 2026 | Official leaderboard | |
| 135 | | 1,403 | Sep 2025 | Official leaderboard | |
| 136 | o1 | 1,402 | Dec 2024 | Official leaderboard | |
| 137 | | 1,402 | non-thinking | Apr 2025 | Official leaderboard |
| 138 | Claude Sonnet 4 | 1,402 | thinking 32k | May 2025 | Official leaderboard |
| 139 | GPT-5.4 Nano | 1,401 | high | Mar 2026 | Official leaderboard |
| 140 | | 1,401 | Aug 2025 | Official leaderboard | |
| 141 | | 1,400 | Jul 2025 | Official leaderboard | |
| 142 | | 1,399 | Sep 2025 | Official leaderboard | |
| 143 | | 1,398 | Jan 2025 | Official leaderboard | |
| 144 | | 1,396 | Feb 2026 | Official leaderboard | |
| 145 | | 1,395 | Mar 2025 | Official leaderboard | |
| 146 | | 1,395 | thinking | Sep 2025 | Official leaderboard |
| 147 | Hunyuan Vision 1.5 Thinking | 1,394 | Oct 2026 | Official leaderboard | |
| 148 | | 1,394 | Feb 2026 | Official leaderboard | |
| 149 | | 1,393 | Feb 2026 | Official leaderboard | |
| 150 | amazon-nova-experimental-chat (12-10) | 1,393 | Oct 2026 | Official leaderboard | |
| 151 | MiMo-V2-Flash | 1,392 | non-thinking | Dec 2025 | Official leaderboard |
| 152 | o4-mini | 1,391 | Apr 2025 | Official leaderboard | |
| 153 | | 1,391 | Feb 2026 | Official leaderboard | |
| 154 | GPT-5 mini | 1,390 | high | Aug 2025 | Official leaderboard |
| 155 | o1-preview | 1,389 | Sep 2024 | Official leaderboard | |
| 156 | Claude 3.7 Sonnet | 1,388 | thinking 32k | Feb 2025 | Official leaderboard |
| 157 | | 1,388 | Aug 2026 | Official leaderboard | |
| 158 | | 1,388 | Jul 2025 | Official leaderboard | |
| 159 | | 1,387 | Mar 2025 | Official leaderboard | |
| 160 | | 1,387 | May 2025 | Official leaderboard | |
| 161 | | 1,385 | Dec 2025 | Official leaderboard | |
| 162 | | 1,383 | Feb 2025 | Official leaderboard | |
| 163 | GPT-4.1 mini | 1,383 | Apr 2025 | Official leaderboard | |
| 164 | | 1,382 | Jul 2025 | Official leaderboard | |
| 165 | | 1,379 | non-thinking, 09-2025 | Sep 2025 | Official leaderboard |
| 166 | | 1,379 | Jan 2026 | Official leaderboard | |
| 167 | GLM-4.6V | 1,378 | Dec 2025 | Official leaderboard | |
| 168 | | 1,375 | Jun 2025 | Official leaderboard | |
| 169 | Claude 3.5 Sonnet (October 2024) | 1,374 | Oct 2024 | Official leaderboard | |
| 170 | | 1,374 | Jan 2025 | Official leaderboard | |
| 171 | GLM-4.5-Air | 1,373 | Jul 2025 | Official leaderboard | |
| 172 | | 1,369 | thinking | Sep 2025 | Official leaderboard |
| 173 | | 1,367 | Apr 2026 | Official leaderboard | |
| 174 | | 1,365 | Mar 2025 | Official leaderboard | |
| 175 | glm-4.7-flash | 1,365 | Jan 2026 | Official leaderboard | |
| 176 | | 1,364 | Jun 2025 | Official leaderboard | |
| 177 | amazon-nova-experimental-chat (11-10) | 1,364 | Oct 2026 | Official leaderboard | |
| 178 | Grok-3 mini | 1,364 | high | Apr 2025 | Official leaderboard |
| 179 | o3-mini | 1,364 | high | Jan 2025 | Official leaderboard |
| 180 | | 1,360 | Feb 2025 | Official leaderboard | |
| 181 | | 1,360 | Mar 2026 | Official leaderboard | |
| 182 | | 1,358 | Dec 2024 | Official leaderboard | |
| 183 | | 1,356 | Jun 2025 | Official leaderboard | |
| 184 | INTELLECT-3 | 1,356 | Nov 2025 | Official leaderboard | |
| 185 | | 1,354 | Mar 2025 | Official leaderboard | |
| 186 | | 1,354 | Feb 2025 | Official leaderboard | |
| 187 | | 1,353 | nvfp4 | Aug 2026 | Official leaderboard |
| 188 | GLM-4.5V | 1,352 | Aug 2025 | Official leaderboard | |
| 189 | gpt-oss-120b | 1,352 | Aug 2025 | Official leaderboard | |
| 190 | | 1,351 | Sep 2024 | Official leaderboard | |
| 191 | | 1,349 | Jul 2025 | Official leaderboard | |
| 192 | amazon-nova-experimental-chat (10-20) | 1,348 | Oct 2026 | Official leaderboard | |
| 193 | | 1,348 | Apr 2025 | Official leaderboard | |
| 194 | | 1,347 | Apr 2025 | Official leaderboard | |
| 195 | amazon-nova-experimental-chat (10-09) | 1,346 | Oct 2026 | Official leaderboard | |
| 196 | GPT-4o May 2024 | 1,346 | May 2024 | Official leaderboard | |
| 197 | Qwen-Plus (0125) | 1,346 | Oct 2026 | Official leaderboard | |
| 198 | | 1,344 | Oct 2025 | Official leaderboard | |
| 199 | Claude 3.5 Sonnet | 1,343 | Jun 2024 | Official leaderboard | |
| 200 | | 1,343 | Sep 2025 | Official leaderboard | |
| 201 | | 1,343 | Jul 2025 | Official leaderboard | |
| 202 | Mercury 2 | 1,343 | Feb 2026 | Official leaderboard | |
| 203 | GLM-4-Plus (0111) | 1,343 | Oct 2026 | Official leaderboard | |
| 204 | | 1,342 | Mar 2025 | Official leaderboard | |
| 205 | Hunyuan Turbo (0110) | 1,341 | Oct 2026 | Official leaderboard | |
| 206 | Granite 4.2 30B | 1,340 | Aug 2026 | Official leaderboard | |
| 207 | GPT-5 nano | 1,338 | high | Aug 2025 | Official leaderboard |
| 208 | o1-mini | 1,337 | Sep 2024 | Official leaderboard | |
| 209 | Gemini Advanced (0514) | 1,336 | Oct 2026 | Official leaderboard | |
| 210 | Grok-2 Aug 2024 | 1,336 | Aug 2024 | Official leaderboard | |
| 211 | GPT-4o Aug 2024 | 1,336 | Aug 2024 | Official leaderboard | |
| 212 | | 1,336 | Mar 2025 | Official leaderboard | |
| 213 | | 1,335 | bf16 | Jul 2024 | Official leaderboard |
| 214 | | 1,335 | Dec 2025 | Official leaderboard | |
| 215 | Step-2 16K Exp (202412) | 1,334 | Oct 2026 | Official leaderboard | |
| 216 | | 1,329 | Dec 2025 | Official leaderboard | |
| 217 | | 1,328 | Dec 2024 | Official leaderboard | |
| 218 | | 1,328 | Mar 2025 | Official leaderboard | |
| 219 | | 1,327 | Apr 2025 | Official leaderboard | |
| 220 | | 1,327 | Apr 2025 | Official leaderboard | |
| 221 | Hunyuan Large 20250210 | 1,326 | Feb 2025 | Official leaderboard | |
| 222 | Claude 3.5 Haiku | 1,325 | Oct 2024 | Official leaderboard | |
| 223 | GPT-4 Turbo Apr 2024 | 1,325 | Apr 2024 | Official leaderboard | |
| 224 | | 1,324 | May 2024 | Official leaderboard | |
| 225 | | 1,323 | Dec 2024 | Official leaderboard | |
| 226 | | 1,322 | Sep 2025 | Official leaderboard | |
| 227 | GPT-4.1 nano | 1,322 | Apr 2025 | Official leaderboard | |
| 228 | Claude 3 Opus | 1,322 | Feb 2024 | Official leaderboard | |
| 229 | | 1,321 | Apr 2025 | Official leaderboard | |
| 230 | | 1,321 | Dec 2025 | Official leaderboard | |
| 231 | Step-1o Turbo (202506) | 1,320 | Oct 2026 | Official leaderboard | |
| 232 | GLM-4-Plus | 1,319 | Oct 2026 | Official leaderboard | |
| 233 | Qwen-Max (0919) | 1,318 | Oct 2026 | Official leaderboard | |
| 234 | | 1,318 | Dec 2024 | Official leaderboard | |
| 235 | GPT-4o mini | 1,318 | Jul 2024 | Official leaderboard | |
| 236 | | 1,318 | Jun 2025 | Official leaderboard | |
| 237 | gpt-oss-20b | 1,317 | Aug 2025 | Official leaderboard | |
| 238 | Qwen2.5-Plus (1127) | 1,315 | Oct 2026 | Official leaderboard | |
| 239 | | 1,314 | Jul 2024 | Official leaderboard | |
| 240 | | 1,314 | Nov 2024 | Official leaderboard | |
| 241 | | 1,314 | bf16 | Dec 2025 | Official leaderboard |
| 242 | GPT-4 Turbo (Jan 2024) | 1,313 | Jan 2024 | Official leaderboard | |
| 243 | GPT-4 Turbo Nov 2023 | 1,313 | Nov 2023 | Official leaderboard | |
| 244 | Hunyuan Standard 20250210 | 1,311 | Feb 2025 | Official leaderboard | |
| 245 | | 1,309 | Aug 2024 | Official leaderboard | |
| 246 | Grok-2 mini | 1,308 | Aug 2024 | Official leaderboard | |
| 247 | | 1,307 | Sep 2024 | Official leaderboard | |
| 248 | | 1,307 | Jul 2024 | Official leaderboard | |
| 249 | | 1,306 | Nov 2025 | Official leaderboard | |
| 250 | Mercury | 1,306 | Jun 2025 | Official leaderboard | |
| 251 | | 1,306 | Nov 2024 | Official leaderboard | |
| 252 | | 1,305 | Jun 2025 | Official leaderboard | |
| 253 | Granite 4.1 8B | 1,304 | Apr 2026 | Official leaderboard | |
| 254 | | 1,303 | Mar 2025 | Official leaderboard | |
| 255 | | 1,303 | Sep 2024 | Official leaderboard | |
| 256 | | 1,303 | Mar 2025 | Official leaderboard | |
| 257 | | 1,299 | Oct 2024 | Official leaderboard | |
| 258 | Hunyuan Large Vision | 1,294 | Oct 2026 | Official leaderboard | |
| 259 | | 1,293 | Jul 2024 | Official leaderboard | |
| 260 | | 1,290 | Dec 2024 | Official leaderboard | |
| 261 | Granite 4.2 3B | 1,290 | Aug 2026 | Official leaderboard | |
| 262 | Granite 4.2 8B | 1,290 | Aug 2026 | Official leaderboard | |
| 263 | | 1,289 | Jun 2024 | Official leaderboard | |
| 264 | Jamba 1.5 Large | 1,289 | Aug 2024 | Official leaderboard | |
| 265 | Reka Core | 1,288 | Apr 2024 | Official leaderboard | |
| 266 | GPT-4 Mar 2023 | 1,288 | Mar 2023 | Official leaderboard | |
| 267 | Granite 4.0 H Small | 1,287 | Oct 2025 | Official leaderboard | |
| 268 | | 1,287 | Sep 2024 | Official leaderboard | |
| 269 | | 1,287 | May 2024 | Official leaderboard | |
| 270 | | 1,286 | Dec 2025 | Official leaderboard | |
| 271 | | 1,286 | Nov 2024 | Official leaderboard | |
| 272 | Claude 3 Sonnet | 1,281 | Feb 2024 | Official leaderboard | |
| 273 | Gemma 2 9B IT SimPO | 1,280 | Oct 2026 | Official leaderboard | |
| 274 | | 1,277 | Jun 2024 | Official leaderboard | |
| 275 | | 1,277 | Apr 2024 | Official leaderboard | |
| 276 | | 1,276 | Aug 2024 | Official leaderboard | |
| 277 | GPT-4 Jun 2023 | 1,276 | Jun 2023 | Official leaderboard | |
| 278 | | 1,274 | Jan 2025 | Official leaderboard | |
| 279 | GLM-4 (0520) | 1,273 | Oct 2026 | Official leaderboard | |
| 280 | Reka Flash | 1,272 | Feb 2024 | Official leaderboard | |
| 281 | | 1,271 | Nov 2024 | Official leaderboard | |
| 282 | | 1,267 | Oct 2024 | Official leaderboard | |
| 283 | | 1,267 | Jun 2024 | Official leaderboard | |
| 284 | | 1,265 | Jun 2024 | Official leaderboard | |
| 285 | | 1,262 | Jun 2024 | Official leaderboard | |
| 286 | Claude 3 Haiku | 1,262 | Mar 2024 | Official leaderboard | |
| 287 | | 1,260 | Dec 2024 | Official leaderboard | |
| 288 | | 1,259 | Oct 2024 | Official leaderboard | |
| 289 | | 1,256 | Dec 2024 | Official leaderboard | |
| 290 | | 1,252 | Mar 2025 | Official leaderboard | |
| 291 | c4ai-command-r-08-2024 | 1,250 | Aug 2024 | Official leaderboard | |
| 292 | | 1,243 | Feb 2024 | Official leaderboard | |
| 293 | | 1,241 | Dec 2024 | Official leaderboard | |
| 294 | Jamba 1.5 Mini | 1,240 | Aug 2024 | Official leaderboard | |
| 295 | | 1,238 | Oct 2024 | Official leaderboard | |
| 296 | | 1,237 | Dec 2023 | Official leaderboard | |
| 297 | | 1,234 | Apr 2024 | Official leaderboard | |
| 298 | Reka Flash 21B (Online) | 1,234 | Feb 2024 | Official leaderboard | |
| 299 | | 1,234 | Feb 2024 | Official leaderboard | |
| 300 | Hunyuan Standard 256K | 1,233 | Oct 2026 | Official leaderboard | |
| 301 | | 1,230 | Apr 2024 | Official leaderboard | |
| 302 | | 1,227 | Mar 2024 | Official leaderboard | |
| 303 | GPT-3.5 Turbo Jan 2024 | 1,226 | Jan 2024 | Official leaderboard | |
| 304 | | 1,224 | Apr 2024 | Official leaderboard | |
| 305 | | 1,223 | Oct 2024 | Official leaderboard | |
| 306 | | 1,223 | Dec 2023 | Official leaderboard | |
| 307 | | 1,221 | Nov 2024 | Official leaderboard | |
| 308 | | 1,213 | Apr 2024 | Official leaderboard | |
| 309 | | 1,213 | May 2024 | Official leaderboard | |
| 310 | | 1,211 | Jul 2024 | Official leaderboard | |
| 311 | Granite-3.1-8B-Instruct | 1,209 | Dec 2024 | Official leaderboard | |
| 312 | GPT-3.5 Turbo Nov 2023 | 1,204 | Nov 2023 | Official leaderboard | |
| 313 | | 1,204 | Feb 2024 | Official leaderboard | |
| 314 | | 1,200 | Jul 2024 | Official leaderboard | |
| 315 | | 1,198 | Apr 2024 | Official leaderboard | |
| 316 | | 1,197 | Dec 2023 | Official leaderboard | |
| 317 | | 1,196 | Mar 2024 | Official leaderboard | |
| 318 | | 1,191 | Feb 2024 | Official leaderboard | |
| 319 | | 1,191 | Aug 2024 | Official leaderboard | |
| 320 | | 1,185 | Nov 2023 | Official leaderboard | |
| 321 | WizardLM 70B | 1,185 | Oct 2026 | Official leaderboard | |
| 322 | | 1,184 | Nov 2023 | Official leaderboard | |
| 323 | Granite-3.0-8B-Instruct | 1,183 | Oct 2024 | Official leaderboard | |
| 324 | OpenChat 3.5 | 1,183 | Oct 2026 | Official leaderboard | |
| 325 | OpenChat 3.5 (0106) | 1,183 | Oct 2026 | Official leaderboard | |
| 326 | | 1,183 | Apr 2024 | Official leaderboard | |
| 327 | | 1,180 | Apr 2024 | Official leaderboard | |
| 328 | Granite-3.1-2B-Instruct | 1,179 | Dec 2024 | Official leaderboard | |
| 329 | | 1,178 | Nov 2023 | Official leaderboard | |
| 330 | OpenHermes 2.5 Mistral 7B | 1,176 | Oct 2026 | Official leaderboard | |
| 331 | Vicuna 33B | 1,173 | Oct 2026 | Official leaderboard | |
| 332 | | 1,171 | Apr 2024 | Official leaderboard | |
| 333 | | 1,171 | Mar 2024 | Official leaderboard | |
| 334 | | 1,171 | Jul 2023 | Official leaderboard | |
| 335 | | 1,167 | Nov 2023 | Official leaderboard | |
| 336 | | 1,167 | Sep 2024 | Official leaderboard | |
| 337 | Nous-Hermes-2-Mixtral-8x7B-DPO | 1,164 | Jan 2024 | Official leaderboard | |
| 338 | Granite-3.0-2B-Instruct | 1,157 | Oct 2024 | Official leaderboard | |
| 339 | | 1,155 | Nov 2023 | Official leaderboard | |
| 340 | | 1,154 | Nov 2024 | Official leaderboard | |
| 341 | | 1,152 | Dec 2023 | Official leaderboard | |
| 342 | Dolphin 2.2.1 Mistral 7B | 1,152 | Oct 2026 | Official leaderboard | |
| 343 | | 1,151 | Jun 2023 | Official leaderboard | |
| 344 | WizardLM 13B | 1,150 | Oct 2026 | Official leaderboard | |
| 345 | | 1,149 | Dec 2023 | Official leaderboard | |
| 346 | | 1,148 | Sep 2023 | Official leaderboard | |
| 347 | | 1,144 | Feb 2024 | Official leaderboard | |
| 348 | Phi-3 Mini 4K Instruct (June 2024) | 1,143 | Oct 2026 | Official leaderboard | |
| 349 | Vicuna 13B | 1,142 | Oct 2026 | Official leaderboard | |
| 350 | | 1,141 | Jul 2023 | Official leaderboard | |
| 351 | | 1,139 | Sep 2023 | Official leaderboard | |
| 352 | PaLM 2 | 1,139 | Oct 2026 | Official leaderboard | |
| 353 | | 1,138 | Feb 2024 | Official leaderboard | |
| 354 | | 1,137 | Aug 2023 | Official leaderboard | |
| 355 | | 1,131 | Oct 2023 | Official leaderboard | |
| 356 | | 1,130 | Apr 2024 | Official leaderboard | |
| 357 | | 1,128 | Apr 2024 | Official leaderboard | |
| 358 | Guanaco 33B | 1,128 | Oct 2026 | Official leaderboard | |
| 359 | | 1,127 | Oct 2023 | Official leaderboard | |
| 360 | StripedHyena Nous 7B | 1,122 | Oct 2026 | Official leaderboard | |
| 361 | | 1,119 | Jan 2024 | Official leaderboard | |
| 362 | | 1,117 | Apr 2024 | Official leaderboard | |
| 363 | Vicuna 7B | 1,115 | Oct 2026 | Official leaderboard | |
| 364 | | 1,115 | Oct 2024 | Official leaderboard | |
| 365 | | 1,111 | Sep 2024 | Official leaderboard | |
| 366 | | 1,110 | Sep 2023 | Official leaderboard | |
| 367 | | 1,108 | Jul 2023 | Official leaderboard | |
| 368 | | 1,094 | Feb 2024 | Official leaderboard | |
| 369 | | 1,091 | Feb 2024 | Official leaderboard | |
| 370 | | 1,074 | Feb 2024 | Official leaderboard | |
| 371 | Koala 13B | 1,071 | Oct 2026 | Official leaderboard | |
| 372 | Alpaca 13B | 1,070 | Oct 2026 | Official leaderboard | |
| 373 | GPT4All 13B Snoozy | 1,068 | Oct 2026 | Official leaderboard | |
| 374 | | 1,064 | May 2023 | Official leaderboard | |
| 375 | ChatGLM3-6B | 1,057 | Oct 2023 | Official leaderboard | |
| 376 | RWKV-4 Raven 14B | 1,042 | Oct 2026 | Official leaderboard | |
| 377 | chatglm2-6b | 1,025 | Jun 2023 | Official leaderboard | |
| 378 | OpenAssistant Pythia 12B | 1,024 | Oct 2026 | Official leaderboard | |
| 379 | ChatGLM-6B | 996 | Mar 2023 | Official leaderboard | |
| 380 | | 993 | Apr 2023 | Official leaderboard | |
| 381 | | 983 | Apr 2023 | Official leaderboard | |
| 382 | | 975 | Feb 2023 | Official leaderboard | |
| 383 | stablelm-tuned-alpha-7b | 953 | Apr 2023 | Official leaderboard |
Labs report scores for 13 models in their cards. We plot every source in the charts below.
More effort adds a median 1 elo
Models the leaderboard ran at two or more effort levels. We don’t have enough cost data here to say what the extra effort costs.
20 models have held number one since its release in May 2023
Lab claims count from the day the card came out, independent runs from the model’s release. We draw one row each for the benchmark’s own leaderboard and what labs claim in their cards.
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Labs headline it less often now, last in Dec 2025
Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.
| Date | Launch post | Score | As the post writes it |
|---|---|---|---|
| 2 Dec 2025 | 1418 | LMArena ELO Score (+/- 11) | |
| 17 Nov 2025 | Grok 4.1 | 1483 | LMArena Text Leaderboard overall Elo (Grok 4.1 Thinking, 'quasarflux') |
| 24 Sep 2025 | LMArena Text Arena | ||
| 19 Feb 2025 | Grok 3 | 1402 | Chatbot Arena Score (early Grok 3 'chocolate') |
| 13 Aug 2024 | Grok-2 | LMSYS leaderboard overall Elo (early Grok-2 as 'sus-column-r') |
13 system cards report it, from 5 labs
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| 15 Oct 2026 | | 1420 | Text Arena, Overall, With Style Control, 1420 +/- 12, 2,328 votes, preliminary NVFP4 (Table 11) | Capabilities |
| 27 Jul 2026 | Kimi K3 technical report | 1486 | Text Arena (Elo), rank 8 of 200 (Table 5) | Other |
| 24 Jul 2026 | | 1451 | Arena Text Elo, as of June 19, 2026 (Table 4) | Capabilities |
| 24 Jul 2026 | | 1438 | Arena Text Elo, as of June 19, 2026 (Table 4) | Capabilities |
| 17 Feb 2026 | GLM-5 technical report | 1452 | LMArena Text Arena score, rank 11 (Figure 3 screenshot); LMsys Chatbot Arena 1452 (Figure 11) | Capabilities |
| 21 Jul 2025 | Kimi K2 technical report | LMSYS Arena text leaderboard as of 2025-07-17: top open-source model and 5th overall, no rating printed (Appendix C) | Capabilities | |
| 7 Jul 2025 | | LMArena score, plotted in Figure 1 without printed value; text says +122 points over Gemini 1.5 Pro | Capabilities | |
| 7 Jul 2025 | | LMArena score, plotted in Figure 1 without printed value; text says +111 points over Gemini 1.5 Flash | Capabilities | |
| 25 Mar 2025 | | 1338 | Chatbot Arena Elo, IT, preliminary results received March 8, 2025 (Table 5) | Capabilities |
| 31 Jul 2024 | | 1187 | LMSYS Chatbot Arena Elo, IT (Table 14) | Capabilities |
| 31 Jul 2024 | | 1218 | LMSYS Chatbot Arena Elo, IT (Table 14) | Capabilities |
| 8 Jan 2024 | | 1121 | LMSys Arena Elo, Mixtral 8x7B Instruct v0.1, screenshot Dec 22, 2023 (Figure 6 caption) | Capabilities |
| 10 Oct 2023 | | 1031 | Chatbot Arena ELO Rating, Mistral 7B Instruct (Table 3) | Capabilities |
More in Instructions and chat
- IFEval In use Models answer about 500 prompts containing verifiable instructions such as word limits or required keywords. Code checks each instruction for strict and loose accuracy.
Gemma 4 31B IT 98.9%
- IFBench In use 58 new out-of-domain verifiable output constraints. Scored by programmatic constraint checks (strict or loose).
Nemotron-Cascade 2 30B-A3B 82.9%
- MultiChallenge In use Multi-turn conversations testing instruction retention, inference memory, versioned editing and self-coherence. Graded by LLM judge with rubrics. GPT-6.1 Sol 82%
- Multi-IF In use Models follow verifiable instructions over three-turn conversations in eight languages, extending IFEval. Scored by instruction accuracy at each turn. LFM3-1.7B 89.1%
- AdvancedIF In use Models respond to over 1,600 prompts with complex, multi-turn, and system-level instructions. A judge model checks each response against expert-written rubrics.
MAI-Thinking-1 85%
- IFStruct In use Models generate JSON or YAML that must follow a requested schema and phrasing constraints, without constrained decoding. A response passes only if every structural constraint holds. LFM3-1.7B 93.7%