Beyond Pass Rate — leaderboard
Metric: Correctness (%). Source: arxiv.org. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Yi-Coder-9B | 23.6 |
| 2 | Qwen 2.5 14B | 22.2 |
| 3 | Gemma 2 27B | 18.9 |
| 4 | Phi-4 | 10.3 |
| 5 | Llama 3.1 8B | 8.1 |
Interactive version: theaggregate.ai/benchmark?slug=beyond-pass-rate · How the rankings work · Data refreshed daily, snapshot 2026-07-22.