BigCodeBench-Hard — leaderboard
BigCodeBench-Hard evaluates code generation on the harder BigCodeBench subset, reporting pass@1 in complete and instruct settings.
Metric: Instruct pass@1 (self-reported). Source: benchmarklist.com. Status: saturation imminent. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | O3 Mini | 33.1 |
| 2 | Claude 3.7 Sonnet | 32.4 |
| 3 | O1 | 32.4 |
| 4 | GPT-4.1 Mini | 31.8 |
| 5 | GPT-4.1 | 31.8 |
| 6 | Grok 3 Mini Beta | 31.1 |
| 7 | QwQ-32B | 29.7 |
| 8 | GPT-4 Turbo | 29.1 |
| 9 | Llama 3.3 70B Instruct | 28.4 |
| 10 | GPT-4.1 Nano | 28.4 |
| 11 | DeepSeek V3 | 28.4 |
| 12 | GPT-4o (2024-11-20) | 27.7 |
| 13 | Qwen 2.5 Coder 32B Instruct | 27.7 |
| 14 | O1 Mini (2024-09-12) | 27.7 |
Interactive version: theaggregate.ai/benchmark?slug=bigcodebench-hard · How the rankings work · Data refreshed daily, snapshot 2026-07-22.