RepoProbe: leaderboard
Metric: Overall (%). Source: arxiv.org. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 | 60.2 |
| 2 | Claude Sonnet 4.6 | 58.3 |
| 3 | GPT-5.4 | 57.6 |
| 4 | Claude Opus 4.5 | 56.2 |
| 5 | Grok 4.20 | 54.8 |
| 6 | Gemini 3 Flash | 53.6 |
| 7 | GLM-5 | 52.9 |
| 8 | Gemini 3.1 Pro (Preview) | 52.2 |
| 9 | Kimi K2.5 | 51.8 |
| 10 | DeepSeek V3.2 | 51.3 |
| 11 | Gemini 3 Pro | 49.3 |
| 12 | Qwen 3.5 Plus | 48.1 |
| 13 | Kimi K2 | 44.1 |
| 14 | MiniMax-M2.1 | 43.6 |
| 15 | MiniMax-M2.5 | 42.8 |
Interactive version: theaggregate.ai/benchmark?slug=repoprobe · How It Works · Data refreshed daily, snapshot 2026-09-05.