Scicode — Epoch AI
Scicode — Epoch AI is run by Epoch AI. It has ranked 168 models, of which the catalogue holds 102, scoring from 10.764 to 62.037.
measured by Epoch AI · the board itself
| Place | Model | Metric | Score |
|---|---|---|---|
| 1stof 168 | Claude Fable 5.1 | Score (max) | 62.037 |
| 2ndof 168 | Claude Fable 5 | Score (max) | 60.185 |
| 4thof 168 | Gemini 3.1 Pro Preview | Score | 58.912 |
| 5thof 168 | Kimi K3 | Score | 58.681 |
| 7thof 168 | Muse Spark 1.1 | Score | 58.218 |
| 8thof 168 | Gemini 3.7 Flash | Score (medium) | 57.87 |
| 10thof 168 | GPT-5.6 Sol | Score (high) | 56.944 |
| 12thof 168 | GPT-5.4 | Score (xhigh) | 56.597 |
| 14thof 168 | GLM-5.3 | Score (max) | 56.481 |
| 15thof 168 | GPT 6 Astra | Score (max) | 56.481 |
| 16thof 168 | Muse Spark 1.2 | Score (xhigh) | 56.366 |
| 17thof 168 | GPT-5.5 | Score (xhigh) | 56.134 |
| 21stof 168 | Claude Opus 5 | Score (max) | 55.671 |
| 28thof 168 | Grok 4.6 | Score (medium) | 54.63 |
| 29thof 168 | Claude Opus 4.7 | Score (max) | 54.514 |
| 30thof 168 | Gemini 3.8 Flash | Score (medium) | 54.398 |
| 34thof 168 | Grok 4.5 | Score (high) | 54.051 |
| 36thof 168 | GPT-5.6 Terra | Score (max) | 53.935 |
| 37thof 168 | Claude Sonnet 5 | Score (max) | 53.588 |
| 42ndof 168 | Claude Opus 4.8 | Score (max) | 53.472 |
| 43rdof 168 | Kimi K2.6 | Score | 53.472 |
| 45thof 168 | Gemini 3.5 Flash | Score (high) | 53.125 |
| 46thof 168 | Qwen 3.8 Max | Score | 52.894 |
| 47thof 168 | Gemini 3.6 Flash | Score (high) | 52.662 |
| 48thof 168 | GPT-5.6 Luna | Score (max) | 52.546 |
| 56thof 168 | GLM 5.2 | Score (max) | 50.463 |
| 57thof 168 | MiMo-V2.5-Pro | Score | 50.231 |
| 58thof 168 | Grok Build 0.1 | Score | 50.231 |
| 60thof 168 | DeepSeek V4 Pro | Score (max) | 50 |
| 63rdof 168 | GPT-5.4 mini | Score (xhigh) | 49.884 |
| 64thof 168 | DeepSeek V4 Flash (0731) | Score (max) | 49.884 |
| 67thof 168 | DeepSeek V4 Pro 0813 | Score (max) | 49.19 |
| 68thof 168 | Kimi K2.5 | Score | 48.958 |
| 69thof 168 | Qwen3.7 Max | Score (max) | 48.843 |
| 70thof 168 | Inkling Small | Score | 48.727 |
| 71stof 168 | GPT-5.5 Instant | Score | 48.611 |
| 75thof 168 | Kimi K2.7 Code | Score | 47.454 |
| 77thof 168 | Grok 4.3 | Score (high) | 47.338 |
| 79thof 168 | MiniMax M2.7 | Score | 46.991 |
| 80thof 168 | GPT-5.4 nano | Score (xhigh) | 46.875 |
| 81stof 168 | Claude Sonnet 4.6 | Score (max) | 46.759 |
| 84thof 168 | Inkling | Score (xhigh) | 46.065 |
| 85thof 168 | GLM 5.3 Flash | Score | 46.065 |
| 88thof 168 | Qwen 3.7 Plus | Score | 45.486 |
| 89thof 168 | MiniMax M3 | Score | 45.37 |
| 90thof 168 | GLM-4.7 | Score | 45.139 |
| 91stof 168 | DeepSeek V4 Flash | Score (max) | 44.907 |
| 93rdof 168 | Claude Sonnet 4.5 | Score | 44.676 |
| 94thof 168 | Qwen3.8 27B | Score (xhigh) | 44.676 |
| 96thof 168 | GLM 5.1 | Score | 43.75 |
| 97thof 168 | Gemma 4 31B | Score | 43.403 |
| 98thof 168 | Claude Haiku 4.5 | Score | 43.287 |
| 99thof 168 | GPT-5.1 | Score | 43.287 |
| 100thof 168 | MiMo-V2.5 | Score | 43.056 |
| 101stof 168 | GPT-5 | Score | 42.94 |
| 102ndof 168 | Gemini 2.5 Pro | Score | 42.824 |
| 104thof 168 | Ring-2.6-1T | Score | 42.361 |
| 105thof 168 | Qwen3 235B A22B Thinking 2507 | Score | 42.361 |
| 107thof 168 | Gemini 3.1 Flash-Lite | Score | 41.898 |
| 109thof 168 | Gemini 3.5 Flash-Lite | Score | 40.856 |
| 110thof 168 | Qwen3.6 Plus | Score | 40.741 |
| 111thof 168 | DeepSeek V3.1 Terminus | Score | 40.625 |
| 112thof 168 | GPT-4.1 mini | Score | 40.394 |
| 113thof 168 | Gemma 4 26B A4B | Score | 40.046 |
| 114thof 168 | Claude Sonnet 4 | Score | 40.046 |
| 115thof 168 | Step 3.7 Flash | Score | 40.046 |
| 116thof 168 | Nemotron 3 Ultra | Score | 39.931 |
| 119thof 168 | o3-mini | Score (high) | 39.786 |
| 121stof 168 | GPT-5 mini | Score | 39.236 |
| 123rdof 168 | GPT OSS 120B | Score (high) | 38.889 |
| 125thof 168 | Mercury 2 | Score | 38.657 |
| 127thof 168 | GLM-4.6 | Score | 38.426 |
| 129thof 168 | Command A Plus | Score | 37.847 |
| 130thof 168 | Qwen3.6 27B | Score (none) | 37.269 |
| 131stof 168 | Mistral Large 3 | Score | 36.227 |
| 132ndof 168 | Trinity Large Thinking | Score | 36.111 |
| 134thof 168 | Nemotron 3 Super | Score | 35.995 |
| 136thof 168 | Qwen3.6 35B A3B | Score | 35.764 |
| 137thof 168 | DeepSeek-V3 0324 | Score | 35.764 |
| 138thof 168 | DeepSeek-R1 | Score | 35.714 |
| 139thof 168 | Qwen3.5-122B-A10B | Score (none) | 35.648 |
| 141stof 168 | Qwen3 32B | Score | 35.417 |
| 142ndof 168 | DeepSeek-V3 | Score | 35.417 |
| 144thof 168 | GPT OSS 20B | Score (high) | 34.375 |
| 146thof 168 | Qwen3 30B A3B Thinking 2507 | Score | 33.333 |
| 147thof 168 | Llama-4-Maverick-17B-128E-Instruct | Score | 33.102 |
| 148thof 168 | Qwen3 Coder Next | Score | 32.292 |
| 149thof 168 | Qwen3 14B | Score | 31.597 |
| 150thof 168 | Qwen3.5-35B-A3B | Score (none) | 29.282 |
| 153rdof 168 | Qwen3.5 9B | Score | 27.546 |
| 154thof 168 | Claude Haiku 3.5 | Score | 27.431 |
| 155thof 168 | mistral-small-2503 | Score | 26.505 |
| 157thof 168 | Llama 3.3 70B Instruct | Score | 26.042 |
| 158thof 168 | MiMo-V2-Flash | Score | 25.926 |
| 159thof 168 | GPT-4.1 nano | Score | 25.926 |
| 160thof 168 | granite-4.1-30b | Score | 25.81 |
| 161stof 168 | Solar Pro 3 | Score | 24.653 |
| 162ndof 168 | Qwen3 8B | Score | 22.569 |
| 163rdof 168 | Gemma 3 27B | Score | 21.181 |
| 164thof 168 | Gemma 3 12B | Score | 17.361 |
| 166thof 168 | Llama 3.1 8B Instruct | Score | 13.194 |
| 167thof 168 | Phi-4-mini-instruct | Score | 10.764 |
Read from the board on 2026-09-16