Sonar LLM Leaderboard - Java - Pass Rate: leaderboard
Metric: Passing tests (%). Source: www.sonarsource.com. 73 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 5 (Thinking) | 88.6 |
| 2 | Gemini 3.1 Pro (Preview) (High) | 84.17 |
| 3 | Claude Opus 4.7 (High) | 83.66 |
| 4 | Claude Opus 4.5 (High) | 83.62 |
| 5 | Claude Opus 4.8 (High) | 82.9 |
| 6 | Claude Opus 4.6 (High) | 82.72 |
| 7 | GPT-5.6 Sol (Medium) | 81.99 |
| 8 | Claude Sonnet 4.6 (High) | 81.76 |
| 9 | Gemini 3 Pro (High) | 81.6 |
| 10 | Kimi K2.6 | 81.43 |
| 11 | Claude Sonnet 5 (Thinking) | 81.43 |
| 12 | Gemini 3 Flash (High) | 81.11 |
| 13 | GPT-5.4 (Medium) | 81.09 |
| 14 | GPT-5.4 (High) | 81.05 |
| 15 | Claude Sonnet 4.5 (High) | 80.91 |
Interactive version: theaggregate.ai/benchmark?slug=sonar-llm-leaderboard-java-pass-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.