RealBench (Holistic) - Level 2: leaderboard
Metric: Test pass rate (%), passed tests over all tests of each task, averaged over the level-2 tasks (17 repositories of about 850 lines), with holistic generation (the whole repository in one pass); RealBench repository-level Python code generation from natural-language requirements plus UML package and class diagrams (61 real repositories in four size levels), one greedy solution per task through the official APIs; higher is better. Source: arxiv.org. Saturation forecast: Around 2032. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V3 | 11.23 |
| 2 | Claude Sonnet 4 (20250514) | 7.34 |
| 3 | Qwen 2.5 Coder 7B Instruct | 7.13 |
| 4 | Qwen 3 235B A22B | 6.74 |
| 5 | Gemini 2.5 Flash | 5.95 |
| 6 | GPT-4o (2024-05-13) | 5.39 |
Interactive version: theaggregate.ai/benchmark?slug=realbench-holistic-level-2 · How It Works · Data refreshed daily, snapshot 2026-10-07.