Frontiermath tier 4 v2 — Epoch AI
Frontiermath tier 4 v2 — Epoch AI is run by Epoch AI. It has ranked 78 models, of which the catalogue holds 67, scoring from 0 to 100.
measured by Epoch AI · the board itself
| Place | Model | Metric | Score |
|---|---|---|---|
| 1stof 78 | GPT 6.1 Sol | mean_score (max) | 100 |
| 2ndof 78 | GPT 6 Astra | mean_score (high) | 97.6 |
| 6thof 78 | Claude Opus 5.5 | mean_score (max) | 95 |
| 7thof 78 | GPT-6.1 Terra | mean_score (max) | 92.683 |
| 8thof 78 | Claude Fable 5 | mean_score (max) | 90.2 |
| 9thof 78 | GPT 6 Sol | mean_score (max) | 90 |
| 10thof 78 | Claude Fable 5.1 | mean_score (max) | 87.805 |
| 13thof 78 | GPT-5.6 Sol | mean_score (max) | 82.927 |
| 14thof 78 | Claude Sonnet 5.5 | mean_score (max) | 80.488 |
| 16thof 78 | Gemini 4 Argon | mean_score (high) | 78.049 |
| 17thof 78 | GPT-5.5 Pro | mean_score (xhigh) | 78.049 |
| 19thof 78 | Claude Opus 5 | mean_score (max) | 73.171 |
| 20thof 78 | GPT-5.5 | mean_score (xhigh) | 72.5 |
| 22ndof 78 | GPT-5.6 Terra | mean_score (max) | 70.732 |
| 23rdof 78 | GPT-5.6 Luna | mean_score (max) | 60.976 |
| 24thof 78 | GPT-5.4 Pro | mean_score (xhigh) | 58.537 |
| 25thof 78 | GPT 6 Luna | mean_score (max) | 56.098 |
| 26thof 78 | Claude Opus 4.8 | mean_score (max) | 56.098 |
| 27thof 78 | GPT-5.4 | mean_score (xhigh) | 49 |
| 28thof 78 | DeepSeek V4.1 Flash 1017 | mean_score (max) | 46.341 |
| 29thof 78 | Claude Haiku 5.5 | mean_score (max) | 46.341 |
| 30thof 78 | Muse Spark 1.3 | mean_score (max) | 46.341 |
| 31stof 78 | Qwen 3.8 Max | mean_score (xhigh) | 46.341 |
| 32ndof 78 | GPT-5.2 Pro | mean_score (xhigh) | 46 |
| 34thof 78 | Kimi K3 | mean_score (max) | 39.024 |
| 35thof 78 | Gemini 3.7 Flash | mean_score (high) | 36.585 |
| 37thof 78 | Qwen3.7 Max | mean_score (max) | 34.146 |
| 38thof 78 | Muse-Spark-Open-816B-A42B | mean_score (xhigh) | 31.707 |
| 39thof 78 | Grok 4.6 | mean_score (xhigh) | 31.707 |
| 40thof 78 | Claude Opus 4.7 | mean_score (max) | 31.707 |
| 41stof 78 | GPT-5.2 | mean_score (xhigh) | 31.7 |
| 42ndof 78 | GLM-5.3 | mean_score (max) | 29.268 |
| 43rdof 78 | Claude Sonnet 5 | mean_score (max) | 29.268 |
| 44thof 78 | GLM 5.2 | mean_score (max) | 29.268 |
| 46thof 78 | DeepSeek V4.1 Flash | mean_score (max) | 26.829 |
| 47thof 78 | DeepSeek V4 Pro 0813 | mean_score (max) | 26.829 |
| 48thof 78 | Gemini 3.1 Pro Preview | mean_score | 26.829 |
| 49thof 78 | Claude Opus 4.6 | mean_score (max) | 26.829 |
| 50thof 78 | Gemini 3.5 Flash | mean_score (high) | 26.829 |
| 51stof 78 | Kimi K2.6 | mean_score | 25.641 |
| 52ndof 78 | DeepSeek V4 Flash (0731) | mean_score (max) | 24.39 |
| 53rdof 78 | Grok 4.5 | mean_score (high) | 24.39 |
| 54thof 78 | Gemini 3.8 Flash | mean_score (high) | 21.951 |
| 55thof 78 | Gemini 3.6 Flash | mean_score (high) | 21.951 |
| 56thof 78 | GPT-5 | mean_score (high) | 21.951 |
| 57thof 78 | GPT-5 Pro | mean_score (high) | 19.512 |
| 58thof 78 | Grok 4.7 | mean_score (xhigh) | 17.073 |
| 59thof 78 | GLM 5.3 Flash | mean_score (max) | 17.073 |
| 60thof 78 | Inkling Small | mean_score (xhigh) | 17.073 |
| 61stof 78 | Grok 4.20 | mean_score | 17.073 |
| 62ndof 78 | Gemini 3 Flash Preview | mean_score | 17.073 |
| 63rdof 78 | Grok 4.3 | mean_score (high) | 14.634 |
| 64thof 78 | Kimi K2.7 Code | mean_score | 12.195 |
| 65thof 78 | GPT-5 mini | mean_score (high) | 12.195 |
| 66thof 78 | GPT-5.4 nano | mean_score (high) | 12.195 |
| 67thof 78 | GPT-5.4 mini | mean_score (xhigh) | 9.756 |
| 68thof 78 | Inkling | mean_score (xhigh) | 4.878 |
| 69thof 78 | o4-mini | mean_score (high) | 4.878 |
| 70thof 78 | Claude Opus 4.5 | mean_score | 4.878 |
| 71stof 78 | GPT-5.5 Instant | mean_score | 2.439 |
| 72ndof 78 | DeepSeek V4 Pro | mean_score (max) | 2.439 |
| 73rdof 78 | GPT-5 nano | mean_score (high) | 2.439 |
| 74thof 78 | Claude Opus 4.1 | mean_score | 2.439 |
| 75thof 78 | Claude Sonnet 4.5 | mean_score | 2.439 |
| 76thof 78 | Gemini 3.5 Flash-Lite | mean_score (high) | 0 |
| 77thof 78 | Gemini 2.5 Pro | mean_score | 0 |
| 78thof 78 | o3-mini | mean_score (high) | 0 |
Read from the board on 2026-11-01