Django Benchmark Suite - Method Generation: leaderboard
Metric: pass@1 (%; Method generation: the model writes a method body from its signature, a synthesized docstring and the rest of its source file; the output is inserted into the file and counts only when every Django test mapped to the method passes; 359 held-out methods of a leakage-controlled Django repository snapshot; greedy decoding, no agent scaffold). Source: arxiv.org. Saturation forecast: Around December 2026. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.5 | 88.02 |
| 2 | Gemini 3 Pro | 86.35 |
| 3 | Gemini 3 Flash | 85.79 |
| 4 | GPT-5 | 84.68 |
| 5 | Gemini 2.5 Pro | 83.01 |
| 6 | Claude Sonnet 4.5 | 82.73 |
| 7 | GPT-4.1 | 76.6 |
| 8 | Claude Haiku 4.5 | 74.65 |
| 9 | Qwen 3 32B | 67.41 |
| 10 | Qwen 2.5 Coder 32B Instruct | 64.07 |
| 11 | Qwen 2.5 Coder 7B Instruct | 52.92 |
Interactive version: theaggregate.ai/benchmark?slug=django-benchmark-suite-method-generation · How It Works · Data refreshed daily, snapshot 2026-09-29.