All benchmarks
leaderboard view · CHI = mean of the benchmarks below (normalized 0–100, direction-aware)Reasoning, coding, knowledge, and multimodal understanding.
| # | Model | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Claude Opus 4.7  Proprietary | 81.2 | 94.2% | 46.9% | 87.6% | — | — | 1,493 | 57 | 66.1% | 85.3% | 75.3% | 54.9% |
| 2 | Gemini 3.1 Pro  Proprietary | 78.4 | 94.3% | 44.4% | 80.6% | — | — | 1,488 | 57 | 64.5% | 87.4% | 72.9% | 59.1% |
| 3 | Claude Opus 4.8 Proprietary | 76.9 | 93.6% | 49.8% | 88.6% | — | — | — | 61 | 66.7% | 83.6% | 75.6% | 53.2% |
| 4 | Claude Opus 4.6 Proprietary | 75.5 | 91.3% | 40% | 80.8% | — | — | 1,498 | 53 | 67% | 85.3% | 76% | 49.1% |
| 5 | Qwen3.7 Max  Proprietary | 74.9 | 92.4% | 41.4% | 80.4% | 91.6% | — | 1,474 | 57 | 63.7% | 84.9% | 75.3% | 38.8% |
| 6 | GPT-5.5  Proprietary | 73.1 | 93.6% | 41.4% | — | — | — | 1,474 | 60 | 68.4% | 86.5% | 75% | 49.1% |
| 7 | DeepSeek V4-Pro  Open weights | 72.0 | 90.1% | 37.7% | 80.6% | 93.5% | 87.5% | 1,457 | 52 | 61.4% | 80.3% | 72.1% | 40.5% |
| 8 | Kimi K2.6  Open weights | 71.7 | 90.5% | 34.7% | 80.2% | 89.6% | — | 1,462 | 54 | 66.7% | 84.7% | 74.7% | 40.1% |
| 9 | Gemini 3 Pro Proprietary | 70.3 | 91.9% | 37.5% | 76.2% | — | — | 1,486 | 48 | 63.7% | 87% | 72.6% | 52.2% |
| 10 | Gemini 3 Flash Proprietary | 68.2 | 90.4% | 33.7% | 78% | — | — | 1,473 | 35 | 66.4% | 86.9% | 73.9% | 55.9% |
| 11 | GPT-5.2 Proprietary | 65.1 | 92.4% | 34.5% | 80% | — | — | 1,435 | 51 | 65.9% | 82.8% | 75.8% | 49.7% |
| 12 | Gemini 3.5 Flash Proprietary | 64.9 | — | 40.2% | — | — | — | 1,477 | 55 | 64.7% | 83.6% | 74.4% | 55.8% |
| 13 | Muse Spark  Proprietary | 61.7 | — | 39.9% | — | — | — | — | 52 | 65.1% | 84.2% | 77.7% | 51.3% |
| 14 | GLM-5.1  Open weights | 60.9 | 86.2% | 31% | — | — | — | 1,475 | 51 | 64.5% | 84.4% | 71.2% | 41.6% |
| 15 | GPT-5.4 Proprietary | 60.5 | — | — | — | — | — | 1,467 | 57 | 65.3% | 86% | 74% | 41.3% |
| 16 | Qwen3.6-27B Open weights | 60.1 | 87.8% | 24% | 77.2% | 83.9% | 86.2% | — | 46 | 62.3% | — | 71.3% | — |
| 17 | Claude Sonnet 4.6 Proprietary | 59.1 | — | — | 79.6% | — | — | 1,471 | 44 | 65.3% | 82.1% | 77.1% | — |
| 18 | DeepSeek V4-Flash Open weights | 58.0 | 88.1% | 34.8% | 79% | 91.6% | 86.2% | 1,433 | 47 | — | — | — | — |
| 19 | Grok 4.3  Proprietary | 55.9 | — | — | — | — | — | 1,446 | 53 | 68.5% | 84.5% | 70.8% | 38.1% |
| 20 | Kimi K2 Thinking Open weights | 55.9 | 84.5% | 23.9% | 71.3% | 83.1% | 84.6% | 1,444 | 41 | 60.6% | 80.2% | 71.7% | — |
| 21 | Nemotron 3 Ultra  Open weights | 52.4 | 87% | 26.7% | 71.9% | 89% | 86.8% | 1,422 | 48 | — | — | — | — |
| 22 | Grok 4.20 Proprietary | 51.8 | — | — | — | — | — | 1,473 | 49 | 63.7% | 77.7% | 74.1% | 32.2% |
| 23 | Qwen3.6-35B-A3B Open weights | 50.3 | 86% | 21.4% | 73.4% | 80.4% | 85.2% | — | 43 | — | — | — | — |
| 24 | DeepSeek V3.2 Open weights | 46.4 | 82.4% | 25.1% | 73.1% | 83.3% | 85% | 1,437 | 32 | 51% | 76.1% | 68.2% | — |
| 25 | Gemini 2.5 Pro Proprietary | 44.6 | 86.4% | 21.6% | 59.6% | 69% | — | 1,446 | 35 | 60.8% | — | — | 50.6% |
| 26 | Nova 2 Pro  Proprietary | 42.2 | 81.4% | — | 61.5% | 74.6% | 81.6% | — | 23 | — | — | — | — |
| 27 | Claude Haiku 4.5 Proprietary | 40.7 | — | — | 73.3% | — | — | 1,411 | 31 | 60.6% | 81.2% | 67.5% | 32.7% |
| 28 | Mistral Large 3  Open weights | 38.0 | 43.9% | — | — | — | — | 1,418 | 23 | 61% | 79.1% | 73.1% | — |
| 29 | Llama 4 Maverick Open weights | 34.8 | 69.8% | — | — | 43.4% | 80.5% | — | 18 | 49.7% | 77.8% | 66.6% | 36.5% |
| 30 | Llama 4 Scout Open weights | 13.3 | 57.2% | — | — | 32.8% | 74.3% | — | 14 | 46.8% | 72% | 55.2% | 23.3% |
| 31 | Doubao Seed 2.0 Pro DProprietary | — | — | 54.2% | — | — | — | 1,455 | — | — | — | — | — |
| 32 | MiniMax M3 MProprietary | — | — | — | — | — | — | 1,449 | 55 | — | — | — | — |
Category bestNormalized 0–100 (direction-aware)Click a column to sort. All figures are sourced but unverified.