XRepoTest - Ruby - Test Pass Rate: leaderboard
Metric: Passing generated test suites (%; of all focal functions). Source: arxiv.org. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 25.78 |
| 2 | DeepSeek V4 Pro | 8.89 |
| 3 | GPT-OSS-120B | 6.96 |
| 4 | Claude Sonnet 4.5 | 6.37 |
| 5 | Claude Haiku 4.5 (20251001) | 4.3 |
| 6 | GLM-5 | 3.11 |
| 7 | Kimi K2.5 | 2.52 |
| 8 | MiniMax-M2.7 | 1.63 |
| 9 | DeepSeek V3.2 | 1.48 |
| 10 | Yi-Coder-9B-Chat | 1.48 |
| 11 | Qwen3 Coder Next | 1.19 |
| 12 | Llama 3.3 70B Instruct | 0.44 |
| 13 | Codestral-22B-v0.1 | 0.15 |
| 14 | Qwen 3 8B | 0 |
Interactive version: theaggregate.ai/benchmark?slug=xrepotest-ruby-test-pass-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.