Factory Code Review Benchmark — leaderboard
Metric: Mean F1 (%). Source: factory.ai. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 60.5 |
| 2 | Claude Opus 4.6 | 59.8 |
| 3 | Claude Sonnet 4.6 | 57.4 |
| 4 | Claude Opus 4.7 | 55.9 |
| 5 | GLM-5.1 | 55.8 |
| 6 | GPT-5.3 Codex | 55.7 |
| 7 | Gemini 3.1 Pro (Preview) | 52.1 |
| 8 | Kimi K2.5 | 51.9 |
| 9 | GPT-5.4 Mini | 51.5 |
| 10 | Gemini 3 Flash | 49.5 |
| 11 | GPT-5.5 | 47.9 |
| 12 | GPT-5.4 | 47.5 |
| 13 | MiniMax-M2.7 | 45.6 |
Interactive version: theaggregate.ai/benchmark?slug=factory-code-review-benchmark · How the rankings work · Data refreshed daily, snapshot 2026-07-22.