MMMU (Massive Multi-discipline Multimodal Understanding) — Standard MMMU val split; raws absorb 'MMMU (val, Pass@1)'.
| # | Model | Vendor | Best score | Runs | Last seen |
|---|---|---|---|---|---|
| 1 | Qwen3.6 Plus | Alibaba | 86 | 1 | 2026-08-23 |
| 2 | GPT-5.1 Instant | OpenAI | 85.4 | 1 | 2026-08-23 |
| 3 | GPT-5.1 | OpenAI | 85.4 | 1 | 2026-08-23 |
| 4 | Qwen3.5 397B A17B | Alibaba | 85 | 1 | 2026-06-15 |
| 5 | GPT-5 | OpenAI | 84.2 | 1 | 2026-08-23 |
| 6 | Qwen3.5 122B A10B | Alibaba | 83.9 | 1 | 2026-08-23 |
| 7 | Gemini 2.5 Pro | 83.9 | 3 | 2026-08-23 | |
| 8 | Qwen3.6 27B | Alibaba | 82.9 | 2 | 2026-08-23 |
| 9 | o3 | OpenAI | 82.9 | 1 | 2026-08-23 |
| 10 | Qwen3.5 27B | Alibaba | 82.3 | 3 | 2026-08-24 |
| 11 | Gemini 2.5 Pro Preview 06.05 (32k think) | 82 | 1 | 2026-08-24 | |
| 12 | Qwen3.6 35B A3B | Alibaba | 81.7 | 3 | 2026-08-24 |
| 13 | o4-mini | OpenAI | 81.6 | 1 | 2026-08-23 |
| 14 | Qwen3.5 35B A3B | Alibaba | 81.4 | 2 | 2026-08-24 |
| 15 | Claude Opus 4.5 | Anthropic | 80.7 | 2 | 2026-07-29 |
| 16 | Gemma 4 31B | 80.4 | 2 | 2026-08-24 | |
| 17 | Step3 VL 10B | StepFun | 80.1 | 3 | 2026-08-23 |
| 18 | Gemini 2.5 Flash | 79.7 | 1 | 2026-08-23 | |
| 19 | Claude Sonnet 4.5 | Anthropic | 79.6 | 1 | 2026-08-24 |
| 20 | Qwen3 VL 235B A22B Reasoning | Alibaba | 78.7 | 1 | 2026-06-05 |
| 21 | Gemma 4 26B A4B | 78.4 | 1 | 2026-08-24 | |
| 22 | Grok 3 | SpaceXAI | 78 | 1 | 2026-08-23 |
| 23 | o1 | OpenAI | 77.6 | 1 | 2026-08-23 |
| 24 | Gemini 2.0 Flash (Reasoning) | 75.4 | 1 | 2026-08-23 | |
| 25 | GPT-4.5 Preview | OpenAI | 75.2 | 1 | 2026-08-23 |
| 26 | GLM-4.6V (106B-A12B) | Z.ai | 75.2 | 2 | 2026-06-05 |
| 27 | Command A+ | Cohere | 75.1 | 1 | 2026-08-23 |
| 28 | Claude 3.7 Sonnet | Anthropic | 75 | 1 | 2026-08-23 |
| 29 | GPT-4.1 | OpenAI | 74.8 | 1 | 2026-08-23 |
| 30 | Claude Sonnet 4 | Anthropic | 74.4 | 2 | 2026-08-23 |
| 31 | Claude 4 Opus | Anthropic | 73.7 | 1 | 2026-06-13 |
| 32 | Qwen3 VL Thinking (8B) | Alibaba | 73.5 | 2 | 2026-06-05 |
| 33 | Llama 4 Maverick | Meta | 73.4 | 2 | 2026-08-23 |
| 34 | Grok 3 Beta | SpaceXAI | 73.2 | 1 | 2026-07-13 |
| 35 | Gemini 2.5 Flash Lite | 72.9 | 1 | 2026-08-23 | |
| 36 | GPT-4.1 mini | OpenAI | 72.7 | 1 | 2026-08-23 |
| 37 | GPT-4o | OpenAI | 72.2 | 4 | 2026-08-23 |
| 38 | Claude 3.5 Sonnet | Anthropic | 72 | 3 | 2026-08-23 |
| 39 | InternVL-3.5 (8B) | OpenGVLab | 71.7 | 2 | 2026-06-05 |
| 40 | GLM-4.6V-Flash (9B) | Z.ai | 71.2 | 2 | 2026-06-05 |
| 41 | MiMo VL RL 2508 (7B) | Xiaomi | 71.1 | 2 | 2026-06-05 |
| 42 | Gemini 2.0 Flash Exp | 70.6 | 1 | 2026-06-05 | |
| 43 | Qwen2.5 VL 72B | Alibaba | 70.2 | 2 | 2026-08-23 |
| 44 | Qwen2.5 VL 32B | Alibaba | 70 | 2 | 2026-08-23 |
| 45 | Llama 4 Scout | Meta | 69.4 | 2 | 2026-08-23 |
| 46 | Grok 3 Mini Beta | SpaceXAI | 69.4 | 1 | 2026-07-13 |
| 47 | MiniMax VL 01 | MiniMax | 68.5 | 1 | 2026-06-05 |
| 48 | Gemini 1.5 Pro | 68.4 | 3 | 2026-08-23 | |
| 49 | InternVL2.5-78B | OpenGVLab | 66.5 | 1 | 2026-06-05 |
| 50 | Grok 2 | SpaceXAI | 66.1 | 1 | 2026-08-23 |
| 51 | Gemma 3 27B | 64.9 | 1 | 2026-06-05 | |
| 52 | Kimi VL A3B Thinking | Moonshot | 64 | 2 | 2026-06-05 |
| 53 | Pixtral Large | Mistral | 64 | 1 | 2026-08-23 |
| 54 | Grok 2 Mini | SpaceXAI | 63.2 | 1 | 2026-08-23 |
| 55 | Llama 3.2 Instruct 90B (Vision) | Meta | 62.1 | 1 | 2026-06-05 |
| 56 | Nova Pro (Non-Reasoning) | Amazon | 61.7 | 1 | 2026-08-23 |
| 57 | Gemma 3 12B | 59.6 | 1 | 2026-06-05 | |
| 58 | GPT-4o mini | OpenAI | 59.4 | 1 | 2026-08-23 |
| 59 | Qwen2.5 Omni 7B | Alibaba | 59.2 | 1 | 2026-08-23 |
| 60 | Kimi VL A3B Instruct | Moonshot | 57 | 1 | 2026-06-05 |
| 61 | Nova Lite (Non-Reasoning) | Amazon | 56.2 | 1 | 2026-08-23 |
| 62 | GPT-4.1 nano | OpenAI | 55.4 | 1 | 2026-08-23 |
| 63 | Phi 4 Multimodal Instruct | Microsoft | 55.1 | 1 | 2026-08-23 |
| 64 | Gemini 1.5 Flash 8B | 53.7 | 1 | 2026-08-23 | |
| 65 | Phi 3.5 Vision Instruct | Microsoft | 43 | 1 | 2026-08-23 |
Best tracked score per model (default configuration; source-attributed and verification-tiered). Open a model for its full benchmark surface, provenance and pricing.