CAM-Bench (Pass@1): leaderboard
Metric: Pass@1 (%): probability that a single sampled whole proof makes the CAM-Bench Lean file compile under Lean 4 and Mathlib v4.28.0 with integrity checks, the unbiased estimate from 32 samples per target, over the 1,000 proof targets; higher is better. Source: arxiv.org. Saturation forecast: Around 2030. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 6.04 |
| 2 | DeepSeek V4 Pro | 5.78 |
| 3 | Claude Sonnet 4.6 | 5.14 |
| 4 | GPT-5.4 | 2.96 |
| 5 | Kimi K2.6 | 0.28 |
Interactive version: theaggregate.ai/benchmark?slug=cam-bench-pass-1 · How It Works · Data refreshed daily, snapshot 2026-10-07.