Sphinx: leaderboard
Metric: Checklist Coverage Score (%; GPT-4o judge, 450 buggy + 50 bug-free PRs per language). Source: arxiv.org. Saturation forecast: Estimated already saturated. 29 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4.1 | 34.23 |
| 2 | Gemini 2.5 Pro | 32.75 |
| 3 | O4 Mini | 32.01 |
| 4 | Claude 3.7 Sonnet | 31.39 |
| 5 | O3 Mini | 30.84 |
| 6 | Qwen 2.5 72B Instruct | 30.53 |
| 7 | Claude 3.5 Sonnet | 29.81 |
| 8 | Qwen 3 235B A22B | 29.67 |
| 9 | GPT-4o (2024-08-06) | 29.4 |
| 10 | Qwen 3 30B A3B | 29.14 |
| 11 | GPT-4o Mini | 28.84 |
| 12 | GPT-4.1 Mini | 26.74 |
| 13 | DeepSeek V3 | 26.45 |
| 14 | Qwen 3 32B | 26.06 |
| 15 | DeepSeek R1 | 25.6 |
Interactive version: theaggregate.ai/benchmark?slug=sphinx · How It Works · Data refreshed daily, snapshot 2026-09-25.