Benchmark
Humanity’s Last Exam
Reasoning & knowledge
- Categories
- intelligence-index, reasoning, knowledge
- Openness
- unknown
- Source
- artificial_analysis
- Reported scores
- 577
Reported scores
artificial_analysis
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| A.X-K2 | SK Telecom | 0.295644114921223 | 2026-08-12 | evidence |
| Agnes 2.5 Pro Alpha | Sapiens AI | 0.33595922150139 | 2026-07-24 | evidence |
| Apertus 70B Instruct | Swiss AI Initiative | 0.0546802594995366 | 2025-09-02 | evidence |
| Apertus 8B Instruct | Swiss AI Initiative | 0.0495829471733086 | 2025-09-02 | evidence |
| Apriel-v1.5-15B-Thinker | ServiceNow | 0.121408711770158 | 2025-09-30 | evidence |
| Apriel-v1.6-15B-Thinker | ServiceNow | 0.107970342910102 | 2025-11-25 | evidence |
| Celeris-1 | Celeris | 0.0681186283595922 | 2026-07-24 | evidence |
| Claude 2.1 | Anthropic | 0.0389 | 2023-11-21 | evidence |
| Claude 3 Haiku | Anthropic | 0.0407784986098239 | 2024-03-04 | evidence |
| Claude 3 Opus | Anthropic | 0.0275 | 2024-03-04 | evidence |
| Claude 3 Sonnet | Anthropic | 0.0362 | 2024-03-04 | evidence |
| Claude 3.5 Haiku | Anthropic | 0.0363 | 2024-10-22 | evidence |
| Claude 3.5 Sonnet (June '24) | Anthropic | 0.0323 | 2024-06-21 | evidence |
| Claude 3.5 Sonnet (Oct '24) | Anthropic | 0.0369 | 2024-10-22 | evidence |
| Claude 3.7 Sonnet (Non-reasoning) | Anthropic | 0.0416 | 2025-02-24 | evidence |
| Claude 3.7 Sonnet (Reasoning) | Anthropic | 0.0967 | 2025-02-24 | evidence |
| Claude 4 Opus (Non-reasoning) | Anthropic | 0.061631139944393 | 2025-05-22 | evidence |
| Claude 4 Opus (Reasoning) | Anthropic | 0.123262279888786 | 2025-05-22 | evidence |
| Claude 4 Sonnet (Non-reasoning) | Anthropic | 0.0426320667284523 | 2025-05-22 | evidence |
| Claude 4 Sonnet (Reasoning) | Anthropic | 0.107043558850788 | 2025-05-22 | evidence |
| Claude 4.1 Opus (Reasoning) | Anthropic | 0.124652455977757 | 2025-08-05 | evidence |
| Claude 4.5 Haiku (Non-reasoning) | Anthropic | 0.0421686746987952 | 2025-10-15 | evidence |
| Claude 4.5 Haiku (Reasoning) | Anthropic | 0.103799814643188 | 2025-10-15 | evidence |
| Claude 4.5 Sonnet (Non-reasoning) | Anthropic | 0.072289156626506 | 2025-09-29 | evidence |
| Claude 4.5 Sonnet (Reasoning) | Anthropic | 0.177942539388323 | 2025-09-29 | evidence |
| Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) | Anthropic | 0.554680259499537 | 2026-06-09 | evidence |
| Claude Instant | Anthropic | 0.0353 | 2023-03-14 | evidence |
| Claude Opus 4.5 (Non-reasoning) | Anthropic | 0.131603336422614 | 2025-11-24 | evidence |
| Claude Opus 4.5 (Reasoning) | Anthropic | 0.301204819277108 | 2025-11-24 | evidence |
| Claude Opus 4.6 (Adaptive Reasoning, Max Effort) | Anthropic | 0.399443929564411 | 2026-02-05 | evidence |
| Claude Opus 4.6 (Non-reasoning, High Effort) | Anthropic | 0.190917516218721 | 2026-02-05 | evidence |
| Claude Opus 4.7 (Adaptive Reasoning, Max Effort) | Anthropic | 0.423076923076923 | 2026-04-16 | evidence |
| Claude Opus 4.7 (Non-reasoning, High Effort) | Anthropic | 0.333178869323448 | 2026-04-16 | evidence |
| Claude Opus 4.8 (Adaptive Reasoning, Max Effort) | Anthropic | 0.486561631139944 | 2026-05-28 | evidence |
| Claude Opus 5 (Adaptive Reasoning, High Effort) | Anthropic | 0.528266913809083 | 2026-07-24 | evidence |
| Claude Opus 5 (Adaptive Reasoning, Low Effort) | Anthropic | 0.434198331788693 | 2026-07-24 | evidence |
| Claude Opus 5 (Adaptive Reasoning, Max Effort) | Anthropic | 0.548656163113994 | 2026-07-24 | evidence |
| Claude Opus 5 (Adaptive Reasoning, Medium Effort) | Anthropic | 0.512974976830398 | 2026-07-24 | evidence |
| Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) | Anthropic | 0.544022242817424 | 2026-07-24 | evidence |
| Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) | Anthropic | 0.33595922150139 | 2026-02-17 | evidence |
| Claude Sonnet 4.6 (Non-reasoning, High Effort) | Anthropic | 0.133456904541242 | 2026-02-17 | evidence |
| Claude Sonnet 4.6 (Non-reasoning, Low Effort) | Anthropic | 0.112140871177016 | 2026-02-17 | evidence |
| Claude Sonnet 5 (Adaptive Reasoning, Max Effort) | Anthropic | 0.412882298424467 | 2026-06-30 | evidence |
| Claude Sonnet 5 (Non-reasoning, High Effort) | Anthropic | 0.190454124189064 | 2026-06-30 | evidence |
| Cogito v2.1 (Reasoning) | Deep Cogito | 0.120018535681186 | 2025-11-18 | evidence |
| Command A | Cohere | 0.0403151065801668 | 2025-03-13 | evidence |
| Command A+ | Cohere | 0.119555143651529 | 2026-05-20 | evidence |
| Command-R (Mar '24) | Cohere | 0.0479 | 2024-03-12 | evidence |
| Command-R+ (Apr '24) | Cohere | 0.0463 | 2024-04-04 | evidence |
| DBRX Instruct | Databricks | 0.0292 | 2024-03-27 | evidence |
| DeepHermes 3 - Llama-3.1 8B Preview (Non-reasoning) | Nous Research | 0.0426 | 2025-02-13 | evidence |
| DeepHermes 3 - Mistral 24B Preview (Non-reasoning) | Nous Research | 0.0376 | 2025-03-13 | evidence |
| DeepSeek Coder V2 Lite Instruct | DeepSeek | 0.0536 | 2024-06-17 | evidence |
| DeepSeek R1 (Jan '25) | DeepSeek | 0.085 | 2025-01-20 | evidence |
| DeepSeek R1 0528 (May '25) | DeepSeek | 0.158480074142725 | 2025-05-28 | evidence |
| DeepSeek R1 0528 Qwen3 8B | DeepSeek | 0.0593141797961075 | 2025-05-29 | evidence |
| DeepSeek R1 Distill Llama 70B | DeepSeek | 0.0513 | 2025-01-20 | evidence |
| DeepSeek R1 Distill Qwen 1.5B | DeepSeek | 0.0308 | 2025-01-20 | evidence |
| DeepSeek R1 Distill Qwen 14B | DeepSeek | 0.0413 | 2025-01-20 | evidence |
| DeepSeek R1 Distill Qwen 32B | DeepSeek | 0.0458 | 2025-01-20 | evidence |
| DeepSeek V3 (Dec '24) | DeepSeek | 0.029 | 2024-12-26 | evidence |
| DeepSeek V3 0324 | DeepSeek | 0.0474 | 2025-03-25 | evidence |
| DeepSeek V3.1 (Non-reasoning) | DeepSeek | 0.0667284522706209 | 2025-08-21 | evidence |
| DeepSeek V3.1 (Reasoning) | DeepSeek | 0.142724745134384 | 2025-08-21 | evidence |
| DeepSeek V3.1 Terminus (Non-reasoning) | DeepSeek | 0.0866543095458758 | 2025-09-22 | evidence |
| DeepSeek V3.1 Terminus (Reasoning) | DeepSeek | 0.163577386468953 | 2025-09-22 | evidence |
| DeepSeek V3.2 (Non-reasoning) | DeepSeek | 0.112140871177016 | 2025-12-01 | evidence |
| DeepSeek V3.2 (Reasoning) | DeepSeek | 0.245597775718258 | 2025-12-01 | evidence |
| DeepSeek V3.2 Exp (Non-reasoning) | DeepSeek | 0.0903614457831325 | 2025-09-29 | evidence |
| DeepSeek V3.2 Exp (Reasoning) | DeepSeek | 0.148748841519926 | 2025-09-29 | evidence |
| DeepSeek V3.2 Speciale | DeepSeek | 0.287303058387396 | 2025-12-01 | evidence |
| DeepSeek V4 Flash (Non-reasoning) | DeepSeek | 0.0778498609823911 | 2026-04-24 | evidence |
| DeepSeek V4 Flash (Reasoning, High Effort) | DeepSeek | 0.30259499536608 | 2026-04-24 | evidence |
| DeepSeek V4 Flash (Reasoning, Max Effort) | DeepSeek | 0.348470806302132 | 2026-04-24 | evidence |
| DeepSeek V4 Flash 0731 (Reasoning, Max Effort) | DeepSeek | 0.385542168674699 | 2026-07-31 | evidence |
| DeepSeek V4 Flash Vision (Reasoning, Max Effort) | DeepSeek | 0.344763670064875 | 2026-08-21 | evidence |
| DeepSeek V4 Pro (Non-reasoning) | DeepSeek | 0.082483781278962 | 2026-04-24 | evidence |
| DeepSeek V4 Pro (Reasoning, High Effort) | DeepSeek | 0.352177942539388 | 2026-04-24 | evidence |
| DeepSeek V4 Pro (Reasoning, Max Effort) | DeepSeek | 0.375347544022243 | 2026-04-24 | evidence |
| DeepSeek V4 Pro 0813 (Reasoning, Max Effort) | DeepSeek | 0.410101946246525 | 2026-08-13 | evidence |
| Devstral 2 | Mistral | 0.0356811862835959 | 2025-12-09 | evidence |
| Devstral Medium | Mistral | 0.0375347544022243 | 2025-07-10 | evidence |
| Devstral Small (Jul '25) | Mistral | 0.0375347544022243 | 2025-07-10 | evidence |
| Devstral Small (May '25) | Mistral | 0.0403151065801668 | 2025-05-21 | evidence |
| Devstral Small 2 | Mistral | 0.0347544022242817 | 2025-12-09 | evidence |
| DiffusionGemma 26B A4B | 0.108433734939759 | 2026-06-10 | evidence | |
| Doubao Seed Code | ByteDance Seed | 0.140871177015755 | 2025-11-11 | evidence |
| ERNIE 4.5 300B A47B | Baidu | 0.0333642261353105 | 2025-06-30 | evidence |
| ERNIE 5.0 Thinking Preview | Baidu | 0.132530120481928 | 2025-11-13 | evidence |
| Exaone 4.0 1.2B (Non-reasoning) | LG AI Research | 0.0569972196478221 | 2025-07-15 | evidence |
| Exaone 4.0 1.2B (Reasoning) | LG AI Research | 0.0597775718257646 | 2025-07-15 | evidence |
| EXAONE 4.0 32B (Non-reasoning) | LG AI Research | 0.0500463392029657 | 2025-07-15 | evidence |
| EXAONE 4.0 32B (Reasoning) | LG AI Research | 0.114457831325301 | 2025-07-15 | evidence |
| EXAONE 4.5 33B | LG AI Research | 0.128822984244671 | 2026-04-09 | evidence |
| Falcon-H1R-7B | TII UAE | 0.10982391102873 | 2026-01-04 | evidence |
| G9v3-39A5B | AI9Stars | 0.174698795180723 | 2026-08-20 | evidence |
| G9v3-3B | AI9Stars | 0.0449490268767377 | 2026-07-23 | evidence |
| Gemini 1.0 Pro | 0.0419 | 2023-12-06 | evidence | |
| Gemini 1.5 Flash (May '24) | 0.0436 | 2024-05-14 | evidence | |
| Gemini 1.5 Flash (Sep '24) | 0.0317 | 2024-09-24 | evidence | |
| Gemini 1.5 Flash-8B | 0.0469 | 2024-10-03 | evidence | |
| Gemini 1.5 Pro (May '24) | 0.0348 | 2024-05-15 | evidence | |
| Gemini 1.5 Pro (Sep '24) | 0.0464 | 2024-09-24 | evidence | |
| Gemini 2.0 Flash (experimental) | 0.0407 | 2024-12-11 | evidence | |
| Gemini 2.0 Flash (Feb '25) | 0.0426 | 2025-02-05 | evidence | |
| Gemini 2.0 Flash Thinking Experimental (Jan '25) | 0.0635 | 2025-01-21 | evidence | |
| Gemini 2.0 Flash-Lite (Feb '25) | 0.0335 | 2025-02-25 | evidence | |
| Gemini 2.0 Flash-Lite (Preview) | 0.0409 | 2025-02-05 | evidence | |
| Gemini 2.0 Pro Experimental (Feb '25) | 0.0619 | 2025-02-05 | evidence | |
| Gemini 2.5 Flash (Non-reasoning) | 0.0472659870250232 | 2025-05-20 | evidence | |
| Gemini 2.5 Flash (Reasoning) | 0.121408711770158 | 2025-05-20 | evidence | |
| Gemini 2.5 Flash Preview (Non-reasoning) | 0.038 | 2025-04-17 | evidence | |
| Gemini 2.5 Flash Preview (Reasoning) | 0.121 | 2025-04-17 | evidence | |
| Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning) | 0.0871177015755329 | 2025-09-25 | evidence | |
| Gemini 2.5 Flash Preview (Sep '25) (Reasoning) | 0.138090824837813 | 2025-09-25 | evidence | |
| Gemini 2.5 Flash-Lite (Non-reasoning) | 0.0366079703429101 | 2025-06-17 | evidence | |
| Gemini 2.5 Flash-Lite (Reasoning) | 0.0681186283595922 | 2025-06-17 | evidence | |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Non-reasoning) | 0.0509731232622799 | 2025-09-25 | evidence | |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning) | 0.0695088044485635 | 2025-09-08 | evidence | |
| Gemini 2.5 Pro | 0.225208526413346 | 2025-06-05 | evidence | |
| Gemini 2.5 Pro Preview (Mar' 25) | 0.180259499536608 | 2025-03-25 | evidence | |
| Gemini 2.5 Pro Preview (May' 25) | 0.1993 | 2025-05-06 | evidence | |
| Gemini 3 Flash Preview (Non-reasoning) | 0.14967562557924 | 2025-12-17 | evidence | |
| Gemini 3 Flash Preview (Reasoning) | 0.365616311399444 | 2025-12-17 | evidence | |
| Gemini 3 Pro Preview (high) | 0.397126969416126 | 2025-11-18 | evidence | |
| Gemini 3 Pro Preview (low) | 0.294717330861909 | 2025-11-18 | evidence | |
| Gemini 3.1 Flash-Lite | 0.17191844300278 | 2026-03-03 | evidence | |
| Gemini 3.1 Pro Preview | 0.470342910101946 | 2026-02-19 | evidence | |
| Gemini 3.5 Flash (high) | 0.42678405931418 | 2026-05-19 | evidence | |
| Gemini 3.5 Flash (medium) | 0.413345690454124 | 2026-05-19 | evidence | |
| Gemini 3.5 Flash (minimal) | 0.240963855421687 | 2026-05-19 | evidence | |
| Gemini 3.5 Flash-Lite | 0.188137164040778 | 2026-07-21 | evidence | |
| Gemini 3.6 Flash (high) | 0.408248378127896 | 2026-07-21 | evidence | |
| Gemini 3.7 Flash (high) | 0.478683966635774 | 2026-08-13 | evidence | |
| Gemini 3.7 Flash (low) | 0.351251158480074 | 2026-08-13 | evidence | |
| Gemini 3.7 Flash (medium) | 0.389712696941613 | 2026-08-13 | evidence | |
| Gemma 3 12B Instruct | 0.0421 | 2025-03-12 | evidence | |
| Gemma 3 1B Instruct | 0.0532900834105653 | 2025-03-13 | evidence | |
| Gemma 3 270M | 0.036144578313253 | 2025-08-14 | evidence | |
| Gemma 3 27B Instruct | 0.044 | 2025-03-12 | evidence | |
| Gemma 3 4B Instruct | 0.0529 | 2025-03-12 | evidence | |
| Gemma 3n E2B Instruct | 0.0417052826691381 | 2025-06-26 | evidence | |
| Gemma 3n E4B Instruct | 0.0449490268767377 | 2025-06-26 | evidence | |
| Gemma 3n E4B Instruct Preview (May '25) | 0.0481927710843374 | 2025-05-20 | evidence | |
| Gemma 4 12B (Non-reasoning) | 0.0634847080630213 | 2026-06-03 | evidence | |
| Gemma 4 12B (Reasoning) | 0.156626506024096 | 2026-06-03 | evidence | |
| Gemma 4 26B A4B (Non-reasoning) | 0.114921223354958 | 2026-04-02 | evidence | |
| Gemma 4 26B A4B (Reasoning) | 0.193234476367006 | 2026-04-02 | evidence | |
| Gemma 4 31B (Non-reasoning) | 0.118164967562558 | 2026-04-02 | evidence | |
| Gemma 4 31B (Reasoning) | 0.236329935125116 | 2026-04-02 | evidence | |
| Gemma 4 E2B (Non-reasoning) | 0.0472659870250232 | 2026-04-02 | evidence | |
| Gemma 4 E2B (Reasoning) | 0.0477293790546803 | 2026-04-02 | evidence | |
| Gemma 4 E4B (Non-reasoning) | 0.0481927710843374 | 2026-04-03 | evidence | |
| Gemma 4 E4B (Reasoning) | 0.0375347544022243 | 2026-04-03 | evidence | |
| GLM 5V Turbo (Reasoning) | Z.ai | 0.171455050973123 | 2026-04-01 | evidence |
| GLM-4.5 (Reasoning) | Z.ai | 0.129749768303985 | 2025-07-28 | evidence |
| GLM-4.5-Air | Z.ai | 0.0704355885078777 | 2025-07-28 | evidence |
| GLM-4.5V (Non-reasoning) | Z.ai | 0.0347544022242817 | 2025-08-11 | evidence |
| GLM-4.5V (Reasoning) | Z.ai | 0.0630213160333642 | 2025-08-11 | evidence |
| GLM-4.6 (Non-reasoning) | Z.ai | 0.0546802594995366 | 2025-09-30 | evidence |
| GLM-4.6 (Reasoning) | Z.ai | 0.144578313253012 | 2025-09-30 | evidence |
| GLM-4.6V (Non-reasoning) | Z.ai | 0.0366079703429101 | 2025-12-08 | evidence |
| GLM-4.6V (Reasoning) | Z.ai | 0.0963855421686747 | 2025-12-08 | evidence |
| GLM-4.7 (Non-reasoning) | Z.ai | 0.0639481000926784 | 2025-12-22 | evidence |
| GLM-4.7 (Reasoning) | Z.ai | 0.27386468952734 | 2025-12-22 | evidence |
| GLM-4.7-Flash (Non-reasoning) | Z.ai | 0.0495829471733086 | 2026-01-19 | evidence |
| GLM-4.7-Flash (Reasoning) | Z.ai | 0.0759962928637627 | 2026-01-19 | evidence |
| GLM-5 (Non-reasoning) | Z.ai | 0.0764596848934198 | 2026-02-11 | evidence |
| GLM-5 (Reasoning) | Z.ai | 0.292863762743281 | 2026-02-11 | evidence |
| GLM-5-Turbo | Z.ai | 0.277571825764597 | 2026-03-15 | evidence |
| GLM-5.1 (Non-reasoning) | Z.ai | 0.279425393883225 | 2026-04-07 | evidence |
| GLM-5.1 (Reasoning) | Z.ai | 0.300741427247451 | 2026-04-07 | evidence |
| GLM-5.2 (max) | Z.ai | 0.411492122335496 | 2026-06-16 | evidence |
| GLM-5.2 (Non-reasoning) | Z.ai | 0.097775718257646 | 2026-06-16 | evidence |
| GLM-5.3 (max) | Z.ai | 0.422613531047266 | 2026-08-18 | evidence |
| GPT-4 Turbo | OpenAI | 0.0313 | 2023-11-06 | evidence |
| GPT-4.1 | OpenAI | 0.0418 | 2025-04-14 | evidence |
| GPT-4.1 mini | OpenAI | 0.0502 | 2025-04-14 | evidence |
| GPT-4.1 nano | OpenAI | 0.0375347544022243 | 2025-04-14 | evidence |
| GPT-4o (Aug '24) | OpenAI | 0.0233 | 2024-08-06 | evidence |
| GPT-4o (ChatGPT) | OpenAI | 0.0273 | 2025-02-15 | evidence |
| GPT-4o (March 2025, chatgpt-4o-latest) | OpenAI | 0.0397 | 2025-03-27 | evidence |
| GPT-4o (May '24) | OpenAI | 0.0176 | 2024-05-13 | evidence |
| GPT-4o (Nov '24) | OpenAI | 0.0242 | 2024-11-20 | evidence |
| GPT-4o mini | OpenAI | 0.042 | 2024-07-18 | evidence |
| GPT-5 (ChatGPT) | OpenAI | 0.0662650602409639 | 2025-08-07 | evidence |
| GPT-5 (high) | OpenAI | 0.28498609823911 | 2025-08-07 | evidence |
| GPT-5 (low) | OpenAI | 0.195551436515292 | 2025-08-07 | evidence |
| GPT-5 (medium) | OpenAI | 0.253938832252085 | 2025-08-07 | evidence |
| GPT-5 (minimal) | OpenAI | 0.0602409638554217 | 2025-08-07 | evidence |
| GPT-5 Codex (high) | OpenAI | 0.278498609823911 | 2025-09-23 | evidence |
| GPT-5 mini (high) | OpenAI | 0.214550509731233 | 2025-08-07 | evidence |
| GPT-5 mini (medium) | OpenAI | 0.159406858202039 | 2025-08-07 | evidence |
| GPT-5 mini (minimal) | OpenAI | 0.0505097312326228 | 2025-08-07 | evidence |
| GPT-5 nano (high) | OpenAI | 0.0949953660797034 | 2025-08-07 | evidence |
| GPT-5 nano (medium) | OpenAI | 0.0871177015755329 | 2025-08-07 | evidence |
| GPT-5 nano (minimal) | OpenAI | 0.0398517145505097 | 2025-08-07 | evidence |
| GPT-5.1 (high) | OpenAI | 0.28498609823911 | 2025-11-13 | evidence |
| GPT-5.1 (Non-reasoning) | OpenAI | 0.0528266913809083 | 2025-11-13 | evidence |
| GPT-5.1 Codex (high) | OpenAI | 0.257182576459685 | 2025-11-13 | evidence |
| GPT-5.1 Codex mini (high) | OpenAI | 0.184893419833179 | 2025-11-13 | evidence |
| GPT-5.2 (medium) | OpenAI | 0.266913809082484 | 2025-12-11 | evidence |
| GPT-5.2 (Non-reasoning) | OpenAI | 0.0801668211306766 | 2025-12-11 | evidence |
| GPT-5.2 (xhigh) | OpenAI | 0.376737720111214 | 2025-12-11 | evidence |
| GPT-5.2 Codex (xhigh) | OpenAI | 0.357275254865616 | 2025-12-11 | evidence |
| GPT-5.3 Codex (xhigh) | OpenAI | 0.424930491195551 | 2026-02-05 | evidence |
| GPT-5.4 (low) | OpenAI | 0.308155699721965 | 2026-03-05 | evidence |
| GPT-5.4 (Non-reasoning) | OpenAI | 0.112604263206673 | 2026-03-05 | evidence |
| GPT-5.4 (xhigh) | OpenAI | 0.437442075996293 | 2026-03-05 | evidence |
| GPT-5.4 mini (medium) | OpenAI | 0.185820203892493 | 2026-03-17 | evidence |
| GPT-5.4 mini (Non-Reasoning) | OpenAI | 0.0588507877664504 | 2026-03-17 | evidence |
| GPT-5.4 mini (xhigh) | OpenAI | 0.281278962001854 | 2026-03-17 | evidence |
| GPT-5.4 nano (medium) | OpenAI | 0.159406858202039 | 2026-03-17 | evidence |
| GPT-5.4 nano (Non-Reasoning) | OpenAI | 0.0407784986098239 | 2026-03-17 | evidence |
| GPT-5.4 nano (xhigh) | OpenAI | 0.282669138090825 | 2026-03-17 | evidence |
| GPT-5.5 (high) | OpenAI | 0.450417052826691 | 2026-04-23 | evidence |
| GPT-5.5 (low) | OpenAI | 0.326691380908248 | 2026-04-23 | evidence |
| GPT-5.5 (medium) | OpenAI | 0.42354031510658 | 2026-04-23 | evidence |
| GPT-5.5 (Non-reasoning) | OpenAI | 0.137164040778499 | 2026-04-23 | evidence |
| GPT-5.5 (xhigh) | OpenAI | 0.457831325301205 | 2026-04-23 | evidence |
| GPT-5.5 Instant (June 2026) | OpenAI | 0.199258572752549 | 2026-06-25 | evidence |
| GPT-5.5 Instant (May 2026) | OpenAI | 0.215940685820204 | 2026-05-05 | evidence |
| GPT-5.6 Luna (high) | OpenAI | 0.334105653382762 | 2026-07-09 | evidence |
| GPT-5.6 Luna (low) | OpenAI | 0.198331788693234 | 2026-07-09 | evidence |
| GPT-5.6 Luna (max) | OpenAI | 0.394810009267841 | 2026-07-09 | evidence |
| GPT-5.6 Luna (medium) | OpenAI | 0.257645968489342 | 2026-07-09 | evidence |
| GPT-5.6 Luna (Non-reasoning) | OpenAI | 0.072289156626506 | 2026-07-09 | evidence |
| GPT-5.6 Luna (xhigh) | OpenAI | 0.369786839666358 | 2026-07-09 | evidence |
| GPT-5.6 Sol (high) | OpenAI | 0.46014828544949 | 2026-07-09 | evidence |
| GPT-5.6 Sol (low) | OpenAI | 0.393883225208526 | 2026-07-09 | evidence |
| GPT-5.6 Sol (max) | OpenAI | 0.494902687673772 | 2026-07-09 | evidence |
| GPT-5.6 Sol (medium) | OpenAI | 0.422150139017609 | 2026-07-09 | evidence |
| GPT-5.6 Sol (Non-reasoning) | OpenAI | 0.166821130676552 | 2026-07-09 | evidence |
| GPT-5.6 Sol (xhigh) | OpenAI | 0.473123262279889 | 2026-07-09 | evidence |
| GPT-5.6 Terra (high) | OpenAI | 0.385078776645042 | 2026-07-09 | evidence |
| GPT-5.6 Terra (low) | OpenAI | 0.291936978683967 | 2026-07-09 | evidence |
| GPT-5.6 Terra (max) | OpenAI | 0.429101019462465 | 2026-07-09 | evidence |
| GPT-5.6 Terra (medium) | OpenAI | 0.332715477293791 | 2026-07-09 | evidence |
| GPT-5.6 Terra (Non-reasoning) | OpenAI | 0.113994439295644 | 2026-07-09 | evidence |
| GPT-5.6 Terra (xhigh) | OpenAI | 0.418906394810009 | 2026-07-09 | evidence |
| gpt-oss-120b (high) | OpenAI | 0.196014828544949 | 2025-08-05 | evidence |
| gpt-oss-120b (low) | OpenAI | 0.0588507877664504 | 2025-08-05 | evidence |
| gpt-oss-20b (high) | OpenAI | 0.10982391102873 | 2025-08-05 | evidence |
| gpt-oss-20b (low) | OpenAI | 0.0528266913809083 | 2025-08-05 | evidence |
| Granite 3.3 8B (Non-reasoning) | IBM | 0.0417052826691381 | 2025-04-16 | evidence |
| Granite 4.0 1B | IBM | 0.0481927710843374 | 2025-10-28 | evidence |
| Granite 4.0 350M | IBM | 0.0551436515291937 | 2025-10-28 | evidence |
| Granite 4.0 H 1B | IBM | 0.0500463392029657 | 2025-10-28 | evidence |
| Granite 4.0 H 350M | IBM | 0.0644114921223355 | 2025-10-28 | evidence |
| Granite 4.0 H Small | IBM | 0.0379981464318814 | 2025-09-22 | evidence |
| Granite 4.0 Micro | IBM | 0.0500463392029657 | 2025-09-22 | evidence |
| Granite 4.1 30B | IBM | 0.041241890639481 | 2026-04-29 | evidence |
| Granite 4.1 3B | IBM | 0.0342910101946247 | 2026-04-29 | evidence |
| Granite 4.1 8B | IBM | 0.0379981464318814 | 2026-04-29 | evidence |
| Grok 2 (Dec '24) | xAI | 0.0306 | 2024-12-12 | evidence |
| Grok 3 | xAI | 0.0412 | 2025-02-19 | evidence |
| Grok 3 mini Reasoning (high) | xAI | 0.1101 | 2025-02-19 | evidence |
| Grok 4 | xAI | 0.266913809082484 | 2025-07-10 | evidence |
| Grok 4 Fast (Non-reasoning) | xAI | 0.0454124189063948 | 2025-09-19 | evidence |
| Grok 4 Fast (Reasoning) | xAI | 0.190917516218721 | 2025-09-19 | evidence |
| Grok 4.1 Fast (Non-reasoning) | xAI | 0.0509731232622799 | 2025-11-19 | evidence |
| Grok 4.1 Fast (Reasoning) | xAI | 0.193234476367006 | 2025-11-19 | evidence |
| Grok 4.20 0309 (Non-reasoning) | xAI | 0.245134383688601 | 2026-03-10 | evidence |
| Grok 4.20 0309 (Reasoning) | xAI | 0.323911028730306 | 2026-03-10 | evidence |
| Grok 4.20 0309 v2 (Non-reasoning) | xAI | 0.279425393883225 | 2026-04-07 | evidence |
| Grok 4.20 0309 v2 (Reasoning) | xAI | 0.345227062094532 | 2026-04-07 | evidence |
| Grok 4.3 (high) | xAI | 0.372103799814643 | 2026-04-30 | evidence |
| Grok 4.3 (low) | xAI | 0.183503243744208 | 2026-04-30 | evidence |
| Grok 4.3 (medium) | xAI | 0.299814643188137 | 2026-04-30 | evidence |
| Grok 4.3 (Non-reasoning) | xAI | 0.0676552363299351 | 2026-04-30 | evidence |
| Grok 4.5 (high) | xAI | 0.42678405931418 | 2026-07-08 | evidence |
| Grok 4.6 (high) | xAI | 0.429101019462465 | 2026-08-12 | evidence |
| Grok 4.6 (low) | xAI | 0.276181649675626 | 2026-08-12 | evidence |
| Grok 4.6 (medium) | xAI | 0.421223354958295 | 2026-08-12 | evidence |
| Grok 4.6 (xhigh) | xAI | 0.440685820203893 | 2026-08-12 | evidence |
| Grok Beta | xAI | 0.0445 | 2024-08-13 | evidence |
| Grok Build 0.1 0616 | xAI | 0.382761816496756 | 2026-06-16 | evidence |
| Grok Code Fast 1 | xAI | 0.0801668211306766 | 2025-08-28 | evidence |
| Hermes 3 - Llama-3.1 70B | Nous Research | 0.0399 | 2024-08-15 | evidence |
| Hermes 4 - Llama-3.1 405B (Non-reasoning) | Nous Research | 0.0421686746987952 | 2025-08-27 | evidence |
| Hermes 4 - Llama-3.1 405B (Reasoning) | Nous Research | 0.108897126969416 | 2025-08-27 | evidence |
| Hermes 4 - Llama-3.1 70B (Non-reasoning) | Nous Research | 0.0356811862835959 | 2025-08-27 | evidence |
| Hermes 4 - Llama-3.1 70B (Reasoning) | Nous Research | 0.08758109360519 | 2025-08-27 | evidence |
| Hy3 | Tencent | 0.334569045412419 | 2026-07-06 | evidence |
| Hy3-preview (Non-reasoning) | Tencent | 0.0695088044485635 | 2026-04-23 | evidence |
| Hy3-preview (Reasoning) | Tencent | 0.277571825764597 | 2026-04-23 | evidence |
| HyperCLOVA X SEED Think (32B) | Naver | 0.0546802594995366 | 2025-12-26 | evidence |
| HyperNova 60B 2605 | Multiverse Computing | 0.166357738646895 | 2026-05-26 | evidence |
| Inkling (xhigh) | Thinking Machines | 0.318813716404078 | 2026-07-15 | evidence |
| Inkling Small | Thinking Machines | 0.333178869323448 | 2026-07-30 | evidence |
| INTELLECT-3 | Prime Intellect | 0.130676552363299 | 2025-11-27 | evidence |
| Jamba 1.5 Large | AI21 Labs | 0.0407 | 2024-08-22 | evidence |
| Jamba 1.5 Mini | AI21 Labs | 0.0514 | 2024-08-22 | evidence |
| Jamba 1.6 Large | AI21 Labs | 0.0361 | 2025-03-06 | evidence |
| Jamba 1.6 Mini | AI21 Labs | 0.0431 | 2025-03-06 | evidence |
| Jamba 1.7 Large | AI21 Labs | 0.0366079703429101 | 2025-07-07 | evidence |
| Jamba 1.7 Mini | AI21 Labs | 0.0444856348470806 | 2025-07-07 | evidence |
| Jamba Reasoning 3B | AI21 Labs | 0.0375347544022243 | 2025-10-08 | evidence |
| JT-35B-Flash | China Mobile | 0.0644114921223355 | 2026-05-14 | evidence |
| JT-4.1 Flash 236B A21B | China Mobile | 0.177942539388323 | 2026-07-09 | evidence |
| JT-MINI | China Mobile | 0.0644114921223355 | 2026-04-15 | evidence |
| K-EXAONE (Non-reasoning) | LG AI Research | 0.0569972196478221 | 2025-12-31 | evidence |
| K-EXAONE (Reasoning) | LG AI Research | 0.139481000926784 | 2025-12-31 | evidence |
| K-EXAONE 2.0 0803 | LG AI Research | 0.185820203892493 | 2026-08-12 | evidence |
| K2 Think V2 | MBZUAI Institute of Foundation Models | 0.101019462465246 | 2025-12-15 | evidence |
| K2-V2 (high) | MBZUAI Institute of Foundation Models | 0.105189990732159 | 2025-12-05 | evidence |
| K2-V2 (low) | MBZUAI Institute of Foundation Models | 0.036144578313253 | 2025-12-05 | evidence |
| K2-V2 (medium) | MBZUAI Institute of Foundation Models | 0.0435588507877665 | 2025-12-05 | evidence |
| KAT Coder Pro V2 | KwaiKAT | 0.161260426320667 | 2026-03-27 | evidence |
| KAT-Coder-Pro V1 | KwaiKAT | 0.336422613531047 | 2025-11-11 | evidence |
| Kimi K2 | Moonshot AI | 0.0741427247451344 | 2025-07-11 | evidence |
| Kimi K2 0905 | Moonshot AI | 0.0639481000926784 | 2025-09-05 | evidence |
| Kimi K2 Thinking | Moonshot AI | 0.238183503243744 | 2025-11-06 | evidence |
| Kimi K2.5 (Non-reasoning) | Moonshot AI | 0.131603336422614 | 2026-01-27 | evidence |
| Kimi K2.5 (Reasoning) | Moonshot AI | 0.307228915662651 | 2026-01-27 | evidence |
| Kimi K2.6 | Moonshot AI | 0.374884151992586 | 2026-04-20 | evidence |
| Kimi K2.6 (Non-reasoning) | Moonshot AI | 0.195551436515292 | 2026-04-20 | evidence |
| Kimi K2.7 Code | Moonshot AI | 0.35032437442076 | 2026-06-12 | evidence |
| Kimi K3 (low) | Moonshot AI | 0.249768303985171 | 2026-07-16 | evidence |
| Kimi K3 (max) | Moonshot AI | 0.468952734012975 | 2026-07-16 | evidence |
| Kimi Linear 48B A3B Instruct | Moonshot AI | 0.0245597775718258 | 2025-10-30 | evidence |
| LFM 40B | Liquid AI | 0.0493 | 2024-09-30 | evidence |
| LFM2 1.2B | Liquid AI | 0.0556070435588508 | 2025-07-10 | evidence |
| LFM2 2.6B | Liquid AI | 0.0546802594995366 | 2025-09-23 | evidence |
| LFM2 24B A2B | Liquid AI | 0.0421686746987952 | 2026-02-25 | evidence |
| LFM2 8B A1B | Liquid AI | 0.0491195551436515 | 2025-10-07 | evidence |
| LFM2.5-1.2B-Instruct | Liquid AI | 0.067191844300278 | 2026-01-05 | evidence |
| LFM2.5-1.2B-Thinking | Liquid AI | 0.06209453197405 | 2026-01-20 | evidence |
| LFM2.5-2.6B | Liquid AI | 0.06209453197405 | 2026-08-04 | evidence |
| LFM2.5-8B-A1B | Liquid AI | 0.0685820203892493 | 2026-05-28 | evidence |
| LFM2.5-VL-1.6B | Liquid AI | 0.0509731232622799 | 2026-01-05 | evidence |
| Ling 2.6 Flash | InclusionAI | 0.0625579240037071 | 2026-04-21 | evidence |
| Ling 3.0 Flash | InclusionAI | 0.236793327154773 | 2026-08-04 | evidence |
| Ling 3.0 Tiny | InclusionAI | 0.0931417979610751 | 2026-08-06 | evidence |
| Ling-1T | InclusionAI | 0.0732159406858202 | 2025-10-08 | evidence |
| Ling-2.6-1T | InclusionAI | 0.0871177015755329 | 2026-04-23 | evidence |
| Ling-flash-2.0 | InclusionAI | 0.06209453197405 | 2025-09-17 | evidence |
| Ling-mini-2.0 | InclusionAI | 0.0505097312326228 | 2025-09-09 | evidence |
| Llama 2 Chat 13B | Meta | 0.0477 | 2023-07-18 | evidence |
| Llama 2 Chat 70B | Meta | 0.0521 | 2023-07-18 | evidence |
| Llama 2 Chat 7B | Meta | 0.0533 | 2023-07-18 | evidence |
| Llama 3 Instruct 70B | Meta | 0.0452 | 2024-04-18 | evidence |
| Llama 3 Instruct 8B | Meta | 0.0506 | 2024-04-18 | evidence |
| Llama 3.1 Instruct 405B | Meta | 0.0398 | 2024-07-23 | evidence |
| Llama 3.1 Instruct 70B | Meta | 0.0447 | 2024-07-23 | evidence |
| Llama 3.1 Instruct 8B | Meta | 0.0529 | 2024-07-23 | evidence |
| Llama 3.1 Nemotron Instruct 70B | NVIDIA | 0.0419 | 2024-10-15 | evidence |
| Llama 3.1 Nemotron Nano 4B v1.1 (Reasoning) | NVIDIA | 0.0518999073215941 | 2025-05-20 | evidence |
| Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) | NVIDIA | 0.0738 | 2025-04-07 | evidence |
| Llama 3.1 Tulu3 405B | Allen Institute for AI | 0.0328 | 2025-01-30 | evidence |
| Llama 3.2 Instruct 11B (Vision) | Meta | 0.0553 | 2024-09-25 | evidence |
| Llama 3.2 Instruct 1B | Meta | 0.0546 | 2024-09-25 | evidence |
| Llama 3.2 Instruct 3B | Meta | 0.0535 | 2024-09-25 | evidence |
| Llama 3.2 Instruct 90B (Vision) | Meta | 0.0449 | 2024-09-25 | evidence |
| Llama 3.3 Instruct 70B | Meta | 0.0356 | 2024-12-06 | evidence |
| Llama 3.3 Nemotron Super 49B v1 (Non-reasoning) | NVIDIA | 0.0381 | 2025-03-18 | evidence |
| Llama 3.3 Nemotron Super 49B v1 (Reasoning) | NVIDIA | 0.0562 | 2025-03-18 | evidence |
| Llama 4 Maverick | Meta | 0.0491195551436515 | 2025-04-05 | evidence |
| Llama 4 Scout | Meta | 0.0378 | 2025-04-05 | evidence |
| Llama Nemotron Super 49B v1.5 (Non-reasoning) | NVIDIA | 0.0430954587581094 | 2025-07-25 | evidence |
| Llama Nemotron Super 49B v1.5 (Reasoning) | NVIDIA | 0.0732159406858202 | 2025-07-25 | evidence |
| LongCat 2.0 | LongCat | 0.336886005560704 | 2026-06-29 | evidence |
| LongCat Flash Lite | LongCat | 0.0583873957367933 | 2026-01-28 | evidence |
| Magistral Medium 1 | Mistral | 0.0982391102873031 | 2025-06-10 | evidence |
| Magistral Medium 1.2 | Mistral | 0.102873030583874 | 2025-09-18 | evidence |
| Magistral Small 1 | Mistral | 0.0755329008341057 | 2025-06-10 | evidence |
| Magistral Small 1.2 | Mistral | 0.0644114921223355 | 2025-09-17 | evidence |
| Mercury 2 | Inception | 0.171455050973123 | 2026-02-20 | evidence |
| Mi:dm K 2.5 Pro | Korea Telecom | 0.0806302131603336 | 2025-12-11 | evidence |
| Mi:dm K 2.5 Pro Preview | Korea Telecom | 0.0908248378127896 | 2025-12-11 | evidence |
| MiMo-V2-Flash (Feb 2026) | Xiaomi | 0.221037998146432 | 2025-12-16 | evidence |
| MiMo-V2-Flash (Non-reasoning) | Xiaomi | 0.0857275254865616 | 2025-12-16 | evidence |
| MiMo-V2-Flash (Reasoning) | Xiaomi | 0.228452270620945 | 2025-12-16 | evidence |
| MiMo-V2-Omni | Xiaomi | 0.221037998146432 | 2026-03-19 | evidence |
| MiMo-V2-Omni-0327 | Xiaomi | 0.225671918443003 | 2026-03-27 | evidence |
| MiMo-V2-Pro | Xiaomi | 0.304448563484708 | 2026-03-18 | evidence |
| MiMo-V2.5 | Xiaomi | 0.272011121408712 | 2026-04-22 | evidence |
| MiMo-V2.5-Pro | Xiaomi | 0.356811862835959 | 2026-04-22 | evidence |
| MiMo-V2.5-Pro (Non-reasoning) | Xiaomi | 0.147822057460612 | 2026-04-22 | evidence |
| MiniCPM-V 4.6 1.3B | OpenBMB | 0.0505097312326228 | 2026-05-11 | evidence |
| MiniCPM5-1B (Non-reasoning) | OpenBMB | 0.0454124189063948 | 2026-05-25 | evidence |
| MiniCPM5-1B (Reasoning) | OpenBMB | 0.0648748841519926 | 2026-05-25 | evidence |
| MiniMax M1 40k | MiniMax | 0.0783132530120482 | 2025-06-17 | evidence |
| MiniMax M1 80k | MiniMax | 0.0889712696941613 | 2025-06-17 | evidence |
| MiniMax-M2 | MiniMax | 0.136700648748842 | 2025-10-26 | evidence |
| MiniMax-M2.1 | MiniMax | 0.231696014828545 | 2025-12-23 | evidence |
| MiniMax-M2.5 | MiniMax | 0.205282669138091 | 2026-02-12 | evidence |
| MiniMax-M2.7 | MiniMax | 0.29610750695088 | 2026-03-18 | evidence |
| MiniMax-M3 | MiniMax | 0.389712696941613 | 2026-06-01 | evidence |
| Ministral 3 14B | Mistral | 0.046339202965709 | 2025-12-02 | evidence |
| Ministral 3 3B | Mistral | 0.0537534754402224 | 2025-12-02 | evidence |
| Ministral 3 8B | Mistral | 0.0426320667284523 | 2025-12-02 | evidence |
| Mistral 7B Instruct | Mistral | 0.0455 | 2023-09-27 | evidence |
| Mistral Large (Feb '24) | Mistral | 0.035 | 2024-02-26 | evidence |
| Mistral Large 2 (Jul '24) | Mistral | 0.0295 | 2024-07-24 | evidence |
| Mistral Large 2 (Nov '24) | Mistral | 0.0334 | 2024-11-18 | evidence |
| Mistral Large 3 | Mistral | 0.0417052826691381 | 2025-12-02 | evidence |
| Mistral Medium | Mistral | 0.0351 | 2023-12-11 | evidence |
| Mistral Medium 3 | Mistral | 0.0405 | 2025-05-07 | evidence |
| Mistral Medium 3.1 | Mistral | 0.0468025949953661 | 2025-08-12 | evidence |
| Mistral Medium 3.5 | Mistral | 0.137627432808156 | 2026-04-29 | evidence |
| Mistral Saba | Mistral | 0.043 | 2025-02-17 | evidence |
| Mistral Small (Feb '24) | Mistral | 0.0409 | 2024-02-26 | evidence |
| Mistral Small (Sep '24) | Mistral | 0.0425 | 2024-09-17 | evidence |
| Mistral Small 3 | Mistral | 0.0376 | 2025-01-30 | evidence |
| Mistral Small 3.1 | Mistral | 0.0430954587581094 | 2025-03-17 | evidence |
| Mistral Small 3.2 | Mistral | 0.0430954587581094 | 2025-06-20 | evidence |
| Mistral Small 4 (Non-reasoning) | Mistral | 0.0379981464318814 | 2026-03-16 | evidence |
| Mistral Small 4 (Reasoning) | Mistral | 0.0987025023169602 | 2026-03-16 | evidence |
| Mixtral 8x22B Instruct | Mistral | 0.0401 | 2024-04-17 | evidence |
| Mixtral 8x7B Instruct | Mistral | 0.0468 | 2023-12-11 | evidence |
| Molmo 7B-D | Allen Institute for AI | 0.051436515291937 | 2024-09-25 | evidence |
| Molmo2-8B | Allen Institute for AI | 0.0426320667284523 | 2025-12-11 | evidence |
| Motif 3 | Motif Technologies | 0.369786839666358 | 2026-08-12 | evidence |
| Motif 3 (Beta) | Motif Technologies | 0.403614457831325 | 2026-07-14 | evidence |
| Motif-2-12.7B-Reasoning | Motif Technologies | 0.08758109360519 | 2025-12-04 | evidence |
| Muse Glimmer (high) | Meta | 0.219647822057461 | 2026-08-10 | evidence |
| Muse Spark | Meta | 0.406858202038925 | 2026-04-08 | evidence |
| Muse Spark 1.1 (xhigh) | Meta | 0.462001853568119 | 2026-07-09 | evidence |
| Muse Spark 1.2 (xhigh) | Meta | 0.454587581093605 | 2026-08-05 | evidence |
| Nanbeige4.1-3B | Nanbeige | 0.108897126969416 | 2026-02-11 | evidence |
| Nemotron 3 Nano Omni 30B A3B Reasoning | NVIDIA | 0.0481927710843374 | 2026-04-29 | evidence |
| Nemotron 3 Super 120B A12B (Reasoning) | NVIDIA | 0.207599629286376 | 2026-03-11 | evidence |
| Nemotron 3 Ultra 550B A55B (Reasoning) | NVIDIA | 0.284059314179796 | 2026-06-04 | evidence |
| Nemotron 3.5 Lightning | NVIDIA | 0.105653382761817 | 2026-08-11 | evidence |
| Nemotron Cascade 2 30B A3B | NVIDIA | 0.120018535681186 | 2026-03-19 | evidence |
| Nex-N2-Pro | Nex AGI | 0.337349397590361 | 2026-06-02 | evidence |
| North Mini Code | Cohere | 0.110750695088044 | 2026-06-09 | evidence |
| Nova 2.0 Lite (high) | Amazon | 0.11631139944393 | 2025-10-29 | evidence |
| Nova 2.0 Lite (low) | Amazon | 0.0403151065801668 | 2025-10-29 | evidence |
| Nova 2.0 Lite (medium) | Amazon | 0.0898980537534754 | 2025-10-29 | evidence |
| Nova 2.0 Lite (Non-reasoning) | Amazon | 0.0287303058387396 | 2025-10-29 | evidence |
| Nova 2.0 Omni (medium) | Amazon | 0.0695088044485635 | 2025-11-26 | evidence |
| Nova 2.0 Omni (Non-reasoning) | Amazon | 0.0384615384615385 | 2025-11-26 | evidence |
| Nova 2.0 Pro Preview (low) | Amazon | 0.0518999073215941 | 2025-11-27 | evidence |
| Nova 2.0 Pro Preview (medium) | Amazon | 0.0940685820203892 | 2025-11-27 | evidence |
| Nova 2.0 Pro Preview (Non-reasoning) | Amazon | 0.0393883225208526 | 2025-11-27 | evidence |
| Nova Lite | Amazon | 0.0429 | 2024-12-03 | evidence |
| Nova Micro | Amazon | 0.046339202965709 | 2024-12-03 | evidence |
| Nova Premier | Amazon | 0.0417052826691381 | 2025-04-30 | evidence |
| Nova Pro | Amazon | 0.0319 | 2024-12-03 | evidence |
| NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning) | NVIDIA | 0.0458758109360519 | 2025-12-15 | evidence |
| NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) | NVIDIA | 0.113994439295644 | 2025-12-15 | evidence |
| NVIDIA Nemotron 3 Nano 4B | NVIDIA | 0.0486561631139944 | 2026-03-16 | evidence |
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) | NVIDIA | 0.0426320667284523 | 2025-10-28 | evidence |
| NVIDIA Nemotron Nano 12B v2 VL (Reasoning) | NVIDIA | 0.0551436515291937 | 2025-10-28 | evidence |
| NVIDIA Nemotron Nano 9B V2 (Non-reasoning) | NVIDIA | 0.0458758109360519 | 2025-08-18 | evidence |
| NVIDIA Nemotron Nano 9B V2 (Reasoning) | NVIDIA | 0.0486561631139944 | 2025-08-18 | evidence |
| o1 | OpenAI | 0.0701 | 2024-12-05 | evidence |
| o1-mini | OpenAI | 0.0357 | 2024-09-12 | evidence |
| o3 | OpenAI | 0.2005 | 2025-04-16 | evidence |
| o3-mini | OpenAI | 0.0791 | 2025-01-31 | evidence |
| o3-mini (high) | OpenAI | 0.1204 | 2025-01-31 | evidence |
| o4-mini (high) | OpenAI | 0.165430954587581 | 2025-04-16 | evidence |
| OLMo 2 32B | Allen Institute for AI | 0.036144578313253 | 2025-03-13 | evidence |
| OLMo 2 7B | Allen Institute for AI | 0.0537534754402224 | 2024-11-26 | evidence |
| Olmo 3 32B Think | Allen Institute for AI | 0.0644114921223355 | 2025-11-20 | evidence |
| Olmo 3 7B Instruct | Allen Institute for AI | 0.0579240037071362 | 2025-11-20 | evidence |
| Olmo 3 7B Think | Allen Institute for AI | 0.0597775718257646 | 2025-11-20 | evidence |
| Olmo 3.1 32B Instruct | Allen Institute for AI | 0.0500463392029657 | 2026-01-13 | evidence |
| Olmo 3.1 32B Think | Allen Institute for AI | 0.0625579240037071 | 2025-12-12 | evidence |
| OpenChat 3.5 (1210) | OpenChat | 0.0479 | 2023-12-18 | evidence |
| Phi-3 Mini Instruct 3.8B | Microsoft | 0.0496 | 2024-04-23 | evidence |
| Phi-4 | Microsoft | 0.0376 | 2024-12-12 | evidence |
| Phi-4 Mini Instruct | Microsoft | 0.0445 | 2024-02-26 | evidence |
| Phi-4 Multimodal Instruct | Microsoft | 0.05 | 2025-02-26 | evidence |
| Pixtral Large | Mistral | 0.028 | 2024-11-18 | evidence |
| Qwen2 Instruct 72B | Qwen | 0.0366 | 2024-06-07 | evidence |
| Qwen2.5 Coder Instruct 32B | Qwen | 0.0351 | 2024-11-11 | evidence |
| Qwen2.5 Coder Instruct 7B | Qwen | 0.0489 | 2024-09-19 | evidence |
| Qwen2.5 Instruct 32B | Qwen | 0.0399 | 2024-09-19 | evidence |
| Qwen2.5 Instruct 72B | Qwen | 0.0356 | 2024-09-19 | evidence |
| Qwen2.5 Max | Qwen | 0.0382 | 2025-01-28 | evidence |
| Qwen2.5 Turbo | Qwen | 0.0409 | 2024-11-18 | evidence |
| Qwen3 0.6B (Non-reasoning) | Qwen | 0.0493 | 2025-04-28 | evidence |
| Qwen3 0.6B (Reasoning) | Qwen | 0.0564 | 2025-04-28 | evidence |
| Qwen3 1.7B (Non-reasoning) | Qwen | 0.0532 | 2025-04-28 | evidence |
| Qwen3 1.7B (Reasoning) | Qwen | 0.0464 | 2025-04-28 | evidence |
| Qwen3 14B (Non-reasoning) | Qwen | 0.0409 | 2025-04-28 | evidence |
| Qwen3 14B (Reasoning) | Qwen | 0.0453 | 2025-04-28 | evidence |
| Qwen3 235B A22B (Non-reasoning) | Qwen | 0.0419 | 2025-04-28 | evidence |
| Qwen3 235B A22B (Reasoning) | Qwen | 0.1098 | 2025-04-28 | evidence |
| Qwen3 235B A22B 2507 (Reasoning) | Qwen | 0.158943466172382 | 2025-07-25 | evidence |
| Qwen3 235B A22B 2507 Instruct | Qwen | 0.111214087117702 | 2025-07-21 | evidence |
| Qwen3 30B A3B (Non-reasoning) | Qwen | 0.046 | 2025-04-28 | evidence |
| Qwen3 30B A3B (Reasoning) | Qwen | 0.0616 | 2025-04-28 | evidence |
| Qwen3 30B A3B 2507 (Reasoning) | Qwen | 0.102873030583874 | 2025-07-30 | evidence |
| Qwen3 30B A3B 2507 Instruct | Qwen | 0.0690454124189064 | 2025-07-29 | evidence |
| Qwen3 32B (Non-reasoning) | Qwen | 0.0413 | 2025-04-28 | evidence |
| Qwen3 32B (Reasoning) | Qwen | 0.0741 | 2025-04-28 | evidence |
| Qwen3 4B (Non-reasoning) | Qwen | 0.0332 | 2025-04-28 | evidence |
| Qwen3 4B (Reasoning) | Qwen | 0.0442 | 2025-04-28 | evidence |
| Qwen3 4B 2507 (Reasoning) | Qwen | 0.061631139944393 | 2025-08-06 | evidence |
| Qwen3 4B 2507 Instruct | Qwen | 0.0449490268767377 | 2025-08-06 | evidence |
| Qwen3 8B (Non-reasoning) | Qwen | 0.0195 | 2025-04-28 | evidence |
| Qwen3 8B (Reasoning) | Qwen | 0.0389 | 2025-04-28 | evidence |
| Qwen3 Coder 30B A3B Instruct | Qwen | 0.0384615384615385 | 2025-07-31 | evidence |
| Qwen3 Coder 480B A35B Instruct | Qwen | 0.0454124189063948 | 2025-07-22 | evidence |
| Qwen3 Coder Next | Qwen | 0.101482854494903 | 2026-02-03 | evidence |
| Qwen3 Max | Qwen | 0.119091751621872 | 2025-09-23 | evidence |
| Qwen3 Max (Preview) | Qwen | 0.101482854494903 | 2025-09-05 | evidence |
| Qwen3 Max Thinking | Qwen | 0.279888785912882 | 2026-01-26 | evidence |
| Qwen3 Max Thinking (Preview) | Qwen | 0.126506024096386 | 2025-11-03 | evidence |
| Qwen3 Next 80B A3B (Reasoning) | Qwen | 0.125579240037071 | 2025-09-11 | evidence |
| Qwen3 Next 80B A3B Instruct | Qwen | 0.0764596848934198 | 2025-09-11 | evidence |
| Qwen3 Omni 30B A3B (Reasoning) | Qwen | 0.0746061167747915 | 2025-09-22 | evidence |
| Qwen3 Omni 30B A3B Instruct | Qwen | 0.046339202965709 | 2025-09-22 | evidence |
| Qwen3 VL 235B A22B (Reasoning) | Qwen | 0.119091751621872 | 2025-09-23 | evidence |
| Qwen3 VL 235B A22B Instruct | Qwen | 0.0662650602409639 | 2025-09-23 | evidence |
| Qwen3 VL 30B A3B (Reasoning) | Qwen | 0.0894346617238184 | 2025-10-03 | evidence |
| Qwen3 VL 30B A3B Instruct | Qwen | 0.0630213160333642 | 2025-10-03 | evidence |
| Qwen3 VL 32B (Reasoning) | Qwen | 0.101482854494903 | 2025-10-21 | evidence |
| Qwen3 VL 32B Instruct | Qwen | 0.0681186283595922 | 2025-10-21 | evidence |
| Qwen3 VL 4B (Reasoning) | Qwen | 0.0458758109360519 | 2025-10-14 | evidence |
| Qwen3 VL 4B Instruct | Qwen | 0.036144578313253 | 2025-10-14 | evidence |
| Qwen3 VL 8B (Reasoning) | Qwen | 0.0384615384615385 | 2025-10-14 | evidence |
| Qwen3 VL 8B Instruct | Qwen | 0.0268767377201112 | 2025-10-14 | evidence |
| Qwen3.5 0.8B (Non-reasoning) | Qwen | 0.0509731232622799 | 2026-03-02 | evidence |
| Qwen3.5 0.8B (Reasoning) | Qwen | 0.0106580166821131 | 2026-03-02 | evidence |
| Qwen3.5 122B A10B (Non-reasoning) | Qwen | 0.159406858202039 | 2026-02-24 | evidence |
| Qwen3.5 122B A10B (Reasoning) | Qwen | 0.252085264133457 | 2026-02-24 | evidence |
| Qwen3.5 27B (Non-reasoning) | Qwen | 0.139481000926784 | 2026-02-24 | evidence |
| Qwen3.5 27B (Reasoning) | Qwen | 0.239110287303058 | 2026-02-24 | evidence |
| Qwen3.5 2B (Non-reasoning) | Qwen | 0.0495829471733086 | 2026-03-02 | evidence |
| Qwen3.5 2B (Reasoning) | Qwen | 0.025949953660797 | 2026-03-02 | evidence |
| Qwen3.5 35B A3B (Non-reasoning) | Qwen | 0.134383688600556 | 2026-02-24 | evidence |
| Qwen3.5 35B A3B (Reasoning) | Qwen | 0.210379981464319 | 2026-02-24 | evidence |
| Qwen3.5 397B A17B (Non-reasoning) | Qwen | 0.198331788693234 | 2026-02-16 | evidence |
| Qwen3.5 397B A17B (Reasoning) | Qwen | 0.289620018535681 | 2026-02-16 | evidence |
| Qwen3.5 4B (Non-reasoning) | Qwen | 0.0797034291010195 | 2026-03-02 | evidence |
| Qwen3.5 4B (Reasoning) | Qwen | 0.0991658943466172 | 2026-03-02 | evidence |
| Qwen3.5 9B (Non-reasoning) | Qwen | 0.0936051899907322 | 2026-03-02 | evidence |
| Qwen3.5 9B (Reasoning) | Qwen | 0.149212233549583 | 2026-03-02 | evidence |
| Qwen3.5 Omni Flash | Qwen | 0.0759962928637627 | 2026-03-30 | evidence |
| Qwen3.5 Omni Plus | Qwen | 0.148748841519926 | 2026-03-30 | evidence |
| Qwen3.6 27B (Non-reasoning) | Qwen | 0.150602409638554 | 2026-04-22 | evidence |
| Qwen3.6 27B (Reasoning) | Qwen | 0.230769230769231 | 2026-04-22 | evidence |
| Qwen3.6 35B A3B (Non-reasoning) | Qwen | 0.139017608897127 | 2026-04-16 | evidence |
| Qwen3.6 35B A3B (Reasoning) | Qwen | 0.222428174235403 | 2026-04-16 | evidence |
| Qwen3.6 Max Preview | Qwen | 0.308155699721965 | 2026-04-20 | evidence |
| Qwen3.6 Plus | Qwen | 0.278498609823911 | 2026-04-02 | evidence |
| Qwen3.7 Max | Qwen | 0.405004633920297 | 2026-05-19 | evidence |
| Qwen3.7 Plus | Qwen | 0.356348470806302 | 2026-06-01 | evidence |
| Qwen3.8 2.4T A95B | Qwen | 0.424467099165894 | 2026-08-12 | evidence |
| Qwen3.8 27B (low) | Qwen | 0.140407784986098 | 2026-08-14 | evidence |
| Qwen3.8 27B (medium) | Qwen | 0.140871177015755 | 2026-08-14 | evidence |
| Qwen3.8 27B (Non-reasoning) | Qwen | 0.121408711770158 | 2026-08-14 | evidence |
| Qwen3.8 27B (xhigh) | Qwen | 0.33920296570899 | 2026-08-14 | evidence |
| Qwen3.8 Max | Qwen | 0.430491195551437 | 2026-08-03 | evidence |
| QwQ 32B | Qwen | 0.0735 | 2025-03-05 | evidence |
| QwQ 32B-Preview | Qwen | 0.0391 | 2024-11-27 | evidence |
| Reka Flash 3 | Reka AI | 0.0444 | 2025-03-10 | evidence |
| Ring-1T | InclusionAI | 0.111214087117702 | 2025-10-13 | evidence |
| Ring-2.6-1T | InclusionAI | 0.215940685820204 | 2026-05-08 | evidence |
| Ring-flash-2.0 | InclusionAI | 0.0963855421686747 | 2025-09-19 | evidence |
| Sarvam 105B (high) | Sarvam | 0.110287303058387 | 2026-03-06 | evidence |
| Sarvam 30B (high) | Sarvam | 0.0750695088044486 | 2026-03-06 | evidence |
| Sarvam M (Reasoning) | Sarvam | 0.031047265987025 | 2025-05-23 | evidence |
| Seed-OSS-36B-Instruct | ByteDance Seed | 0.0987025023169602 | 2025-08-20 | evidence |
| Solar Open 100B (Reasoning) | Upstage | 0.104263206672845 | 2025-12-17 | evidence |
| Solar Open2 250B | Upstage | 0.285449490268767 | 2026-08-12 | evidence |
| Solar Pro 2 (Non-reasoning) | Upstage | 0.0370713623725672 | 2025-07-09 | evidence |
| Solar Pro 2 (Preview) (Non-reasoning) | Upstage | 0.0366079703429101 | 2025-05-20 | evidence |
| Solar Pro 2 (Preview) (Reasoning) | Upstage | 0.0607043558850788 | 2025-05-20 | evidence |
| Solar Pro 2 (Reasoning) | Upstage | 0.0736793327154773 | 2025-07-09 | evidence |
| Solar Pro 3 | Upstage | 0.102873030583874 | 2026-04-06 | evidence |
| Solar Pro 4 | Upstage | 0.292400370713624 | 2026-08-06 | evidence |
| Sonar | Perplexity | 0.0488 | 2025-01-21 | evidence |
| Sonar Pro | Perplexity | 0.0655 | 2025-01-21 | evidence |
| Step 3.5 Flash | StepFun | 0.211306765523633 | 2026-02-02 | evidence |
| Step 3.5 Flash 2603 | StepFun | 0.244670991658943 | 2026-04-02 | evidence |
| Step 3.7 Flash | StepFun | 0.214087117701576 | 2026-05-29 | evidence |
| Step3 VL 10B | StepFun | 0.108433734939759 | 2026-01-20 | evidence |
| Tiny Aya Global | Cohere | 0.0523632993512512 | 2026-02-17 | evidence |
| Tri-21B-Think | Trillion Labs | 0.0593141797961075 | 2026-02-10 | evidence |
| Tri-21B-think Preview | Trillion Labs | 0.0579240037071362 | 2026-02-10 | evidence |
| Trinity Large Thinking | Arcee AI | 0.158480074142725 | 2026-04-01 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.