EvoEval Subtle — leaderboard
Metric: Pass@1 (%). Source: evo-eval.github.io. 51 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4 Turbo | 82 |
| 2 | GPT-4 | 76 |
| 3 | Claude 3 Haiku | 65 |
| 4 | Claude 2 | 64 |
| 5 | deepseek-coder-6.7B-instruct | 61 |
| 6 | Gemini 1.0 Pro | 53 |
| 7 | deepseek-coder-1.3B-instruct | 53 |
| 8 | Phi-2 | 49 |
| 9 | Qwen-14B | 45 |
| 10 | Mixtral 8x7B Instruct | 41 |
| 11 | starcoder2-15B | 41 |
| 12 | gemma-7B | 40 |
| 13 | starcoder2-7B | 38 |
| 14 | starcoder | 37 |
| 15 | Qwen-7B | 36 |
Interactive version: theaggregate.ai/benchmark?slug=evoeval-subtle · How the rankings work · Data refreshed daily, snapshot 2026-07-22.