CADEngBench - Executable CAD (L0): leaderboard

Metric: Executable CAD rate (%; share of 300 parametric part tasks (159 BenchCAD, 141 Fusion 360) whose brief, reference views, parameters and requirements the model turns into an executable CadQuery program; one response per task, no retries whose program executes, builds a valid B-Rep solid and survives STEP export and re-import). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.558
2Kimi K2.5 (Non-reasoning)53.3
3Gemini 3 Flash (Preview) (Minimal)52.7
4Llama 4 Maverick48
5GLM-4.6V (Non-reasoning)47.3
6GPT-5.2 (Non-reasoning)41.3
7Qwen 3.5 35B A3B (Non-reasoning)13.3

Interactive version: theaggregate.ai/benchmark?slug=cadengbench-executable-cad-l0 · How It Works · Data refreshed daily, snapshot 2026-09-29.