CADWorld: leaderboard
Metric: Task success rate (%; 200 long-horizon FreeCAD tasks in 11 workflow categories; the agent acts on 1920x1080 screenshots through GUI actions for at most 100 steps; success only when every task-specific executable check on the saved .FCStd artifact and auxiliary outputs passes). Source: arxiv.org. Saturation forecast: Around April 2028. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 (Medium) | 17.5 |
| 2 | Claude Opus 4.8 (Medium) | 16 |
| 3 | Kimi K2.6 (Non-reasoning) | 7.5 |
| 4 | Qwen 3.6 35B A3B (Non-reasoning) | 0 |
Interactive version: theaggregate.ai/benchmark?slug=cadworld · How It Works · Data refreshed daily, snapshot 2026-09-26.