EvalPlus: leaderboard
EvalPlus leaderboard aggregating HumanEval+ and MBPP+ code-generation pass@1 scores.
Metric: EvalPlus Avg. (self-reported). Source: benchmarklist.com. Status: saturated. 25 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | O1 Mini (2024-09-12) | 83.9 |
| 2 | Qwen 2.5 Coder 32B Instruct | 82.1 |
| 3 | GPT-4o (2024-08-06) | 79.7 |
| 4 | Claude 3.5 Sonnet (20240620) | 78 |
| 5 | GPT-4o Mini (2024-07-18) | 77.85 |
| 6 | GPT-4 Turbo (Preview) | 77.5 |
| 7 | Gemini 1.5 Pro (002) | 76.95 |
| 8 | Claude 3 Opus | 75.35 |
| 9 | OpenCoder-8B-Instruct | 74.4 |
| 10 | Grok Beta | 73.05 |
| 11 | Gemini 1.5 Flash (002) | 71.55 |
| 12 | Llama 3 70B Instruct | 70.5 |
| 13 | GPT-3.5 Turbo (1106) | 70.2 |
| 14 | Claude 3 Haiku | 68.85 |
| 15 | deepseek-coder-6.7B-instruct | 68.45 |
Interactive version: theaggregate.ai/benchmark?slug=evalplus · How It Works · Data refreshed daily, snapshot 2026-09-05.