Solving Is Not Drawing - Compile Success Rate (With Reference Solution): leaderboard
Metric: Compile success rate (%; share of generated Asymptote programs that render to an image without error, one program per problem, on the olympiad geometry benchmark (AMC, AIME, USAJMO, USAMO and IMO problems with human-authored Asymptote diagrams; the 297-problem hard subset rated 7 or more of 10); the model receives the problem statement with the full reference solution and approach). Source: arxiv.org. Saturation forecast: Around August 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Flash Lite | 59.2 |
| 2 | GLM-5.1 | 40 |
| 3 | Kimi K2.5 | 30.9 |
| 4 | Claude Sonnet 4.6 | 27.6 |
| 5 | GPT-5.4 Mini | 21.7 |
Interactive version: theaggregate.ai/benchmark?slug=solving-is-not-drawing-compile-success-rate-with-reference-solution · How It Works · Data refreshed daily, snapshot 2026-09-29.