Apex agents — Epoch AI
Apex agents — Epoch AI is run by Epoch AI. It has ranked 60 models, of which the catalogue holds 52, scoring from 0.044 to 0.824.
measured by Epoch AI · the board itself
| Place | Model | Metric | Score |
|---|---|---|---|
| 1stof 60 | Gemini 4 Argon | Pass@1 score | 0.824 |
| 2ndof 60 | Claude Sonnet 5.5 | Pass@1 score (max) | 0.755 |
| 3rdof 60 | Claude Opus 5.5 | Pass@1 score (max) | 0.735 |
| 4thof 60 | DeepSeek V4.1 Flash 1017 | Pass@1 score (max) | 0.698 |
| 5thof 60 | Claude Fable 5.1 | Pass@1 score | 0.686 |
| 6thof 60 | GPT-6.1 Terra | Pass@1 score (max) | 0.683 |
| 7thof 60 | Gemini 3.7 Flash | Pass@1 score | 0.678 |
| 9thof 60 | Claude Opus 5 | Pass@1 score (max) | 0.658 |
| 10thof 60 | Grok 4.6 | Pass@1 score | 0.653 |
| 11thof 60 | GPT 6 Astra | Pass@1 score | 0.647 |
| 12thof 60 | Gemini 3.8 Flash | Pass@1 score | 0.643 |
| 13thof 60 | Claude Fable 5 | Pass@1 score | 0.636 |
| 14thof 60 | Qwen 3.8 Max | Pass@1 score | 0.633 |
| 15thof 60 | GPT 6.1 Sol | Pass@1 score (max) | 0.6 |
| 17thof 60 | Muse Spark 1.3 | Pass@1 score | 0.586 |
| 18thof 60 | GPT-5.6 Terra | Pass@1 score (max) | 0.582 |
| 19thof 60 | GLM-5.3 | Pass@1 score | 0.566 |
| 20thof 60 | Grok 4.5 | Pass@1 score | 0.562 |
| 21stof 60 | Claude Haiku 5.5 | Pass@1 score (max) | 0.561 |
| 22ndof 60 | GPT-5.5 | Pass@1 score | 0.551 |
| 23rdof 60 | Grok 4.7 | Pass@1 score | 0.546 |
| 24thof 60 | Claude Sonnet 5 | Pass@1 score | 0.545 |
| 25thof 60 | MiMo V2.6 Pro | Pass@1 score | 0.544 |
| 26thof 60 | GPT 6 Sol | Pass@1 score (max) | 0.543 |
| 27thof 60 | GLM 5.3 Flash | Pass@1 score | 0.528 |
| 29thof 60 | GPT-5.4 | Pass@1 score | 0.524 |
| 32ndof 60 | Claude Opus 4.7 | Pass@1 score (max) | 0.492 |
| 33rdof 60 | Claude Opus 4.8 | Pass@1 score (max) | 0.489 |
| 35thof 60 | Kimi K3 | Pass@1 score | 0.478 |
| 37thof 60 | Qwen3.8 27B | Pass@1 score | 0.475 |
| 38thof 60 | DeepSeek V4 Pro 0813 | Pass@1 score | 0.473 |
| 39thof 60 | Gemini 3.6 Flash | Pass@1 score | 0.469 |
| 40thof 60 | Claude Opus 4.6 | Pass@1 score (max) | 0.463 |
| 41stof 60 | Muse Spark 1.2 | Pass@1 score | 0.454 |
| 42ndof 60 | GLM 5.2 | Pass@1 score | 0.452 |
| 44thof 60 | GPT 6 Luna | Pass@1 score (max) | 0.443 |
| 45thof 60 | Claude Sonnet 4.6 | Pass@1 score (high) | 0.43 |
| 46thof 60 | GPT-5.6 Luna | Pass@1 score | 0.43 |
| 47thof 60 | GLM 5.1 | Pass@1 score | 0.409 |
| 48thof 60 | DeepSeek V4.1 Flash | Pass@1 score | 0.395 |
| 49thof 60 | MiniMax M3 | Pass@1 score | 0.377 |
| 50thof 60 | Kimi K2.7 Code | Pass@1 score | 0.376 |
| 51stof 60 | Gemini 3.1 Pro Preview | Pass@1 score | 0.351 |
| 52ndof 60 | Inkling | Pass@1 score | 0.338 |
| 53rdof 60 | Muse-Spark-Open-816B-A42B | Pass@1 score | 0.334 |
| 54thof 60 | Muse Spark 1.1 | Pass@1 score | 0.318 |
| 55thof 60 | Gemini 3.5 Flash-Lite | Pass@1 score | 0.293 |
| 56thof 60 | Gemini 3.5 Flash | Pass@1 score | 0.275 |
| 57thof 60 | Qwen3.5 397B A17B | Pass@1 score | 0.249 |
| 58thof 60 | Nemotron 3 Ultra | Pass@1 score | 0.227 |
| 59thof 60 | DeepSeek v3.2 | Pass@1 score | 0.213 |
| 60thof 60 | GPT OSS 120B | Pass@1 score | 0.044 |
Read from the board on 2026-10-31