OmniCAD - Shape Accuracy: leaderboard
Metric: PA (%; share of components whose per-component Chamfer distance to the ground truth mesh is below 10mm; over OmniCAD component-level CAD assembly generation; color-by-component views input (ColorView)). Source: arxiv.org. Saturation forecast: Around 2037. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.5 9B | 28.1 |
| 2 | Llama 4 Maverick | 27.6 |
| 3 | GPT-5.5 | 25 |
| 4 | Ministral 3 14B | 23.4 |
| 5 | Claude Opus 4.8 | 22.7 |
| 6 | Gemini 3.1 Pro (Preview) | 20 |
| 7 | Qwen 3.7 Plus | 17.1 |
| 8 | GPT-5 Mini | 16.3 |
| 9 | Gemini 2.5 Flash Lite | 15.5 |
Interactive version: theaggregate.ai/benchmark?slug=omnicad-shape-accuracy · How It Works · Data refreshed daily, snapshot 2026-09-26.