KIN-002 · Kinematic Mechanisms · difficulty 5/5
Four-bar linkage, Grashof crank-rocker
sha256:611ac9802d310bff…
§1Prompt verbatim
Planar four-bar linkage with link lengths a=20, b=80, c=60, d=70 mm (Grashof crank-rocker). Build the four bodies and the three revolute joints — output one assembly STEP. Acceptance: simulate one full crank revolution; rocker angular sweep must be 70 ± 1° and no body interpenetrates at any point.
§2Ground-truth spec
shells4
watertighttrue
manifoldtrue
acceptance ε±0.05 mm
featuresrevolute_joint_x4
§3Reference render
canonical reference · drag to orbit, scroll to zoom
Visualisation is rebuilt in-browser from the canonical parametric description. Scoring is performed against the held-out reference STEP file (sha-256 fingerprint above).
§4Per-agent renders
reference + 10 agent outputs · scored against the held-out STEP
vol IoU · BREP · manifold
canonical reference
REFERENCE
canonical · ground truth
1.000100✓
Human Baseline (Mech-E)
Human Baseline (Mech-E)
n=4 senior engineers
0.67611✗
OpenAI o4 (reasoning) → CadQuery
OpenAI o4 (reasoning) → CadQuery
OpenAI + CadQuery 2.4
0.6578✗
Adam (CADcrush)
Adam (CADcrush)
CADcrush
0.60912✗
Zoo Text-to-CAD
Zoo Text-to-CAD
Zoo (KittyCAD)
0.56910✗
Claude Opus 4.7 → CadQuery
Claude Opus 4.7 → CadQuery
Anthropic + CadQuery 2.4
0.53313✗
GPT-5 → CadQuery
GPT-5 → CadQuery
OpenAI + CadQuery 2.4
0.42713✗
DeepSeek R1 (reasoning) → CadQuery
DeepSeek R1 (reasoning) → CadQuery
DeepSeek + CadQuery 2.4
0.39715✗
Claude Opus 4.7 → OpenSCAD
Claude Opus 4.7 → OpenSCAD
Anthropic + OpenSCAD 2024.06
0.3890✗
Llama 3.3 70B → OpenSCAD
Llama 3.3 70B → OpenSCAD
Meta + OpenSCAD 2024.06
0.36315✗
Gemini 2.5 Flash → CadQuery
Gemini 2.5 Flash → CadQuery
Google + CadQuery 2.4
0.33315✗
CAD-Coder R1
CAD-Coder R1
CAD-Coder Labs (research)
0.32917✗
Gemini 2.5 Pro → OpenSCAD
Gemini 2.5 Pro → OpenSCAD
Google + OpenSCAD 2024.06
0.2980✗
Qwen3 Coder → CadQuery
Qwen3 Coder → CadQuery
Alibaba + CadQuery 2.4
0.27820✗
DeepCAD
DeepCAD
Wu et al. 2021 (research)
0.26822✗
Claude Haiku 4.5 → CadQuery
Claude Haiku 4.5 → CadQuery
Anthropic + CadQuery 2.4
0.22922✗
GPT-5 Mini → OpenSCAD
GPT-5 Mini → OpenSCAD
OpenAI + OpenSCAD 2024.06
0.18226✗
Trellis 3D
Trellis 3D
Microsoft Research
0.0000✗
Spline AI
Spline AI
Spline.design
0.0000✗
no manifold solid produced
Claude Sonnet 4.6 → CadQuery
Claude Sonnet 4.6 → CadQuery
Anthropic + CadQuery 2.4
—66✗
Hunyuan3D-2
Hunyuan3D-2
Tencent
0.000103✗
Each tile is rebuilt from the canonical parametric description and degraded to match the agent's scored profile (tessellation, non-manifold face removal, dimension scale jitter, missing features). Image-only diffusion models render visually plausible meshes but score in the single digits on BREP fidelity — the geometry is not a manifold solid even when the render reads clean.
§5Per-agent metrics
ranked by Vol IoU · same data as the leaderboard, restricted to this task
| Agent | Watert. | Manif. | FeatRec | Mating Clearance | ParamEdit | P@1 | p50 | latency | cost |
|---|---|---|---|---|---|---|---|---|---|
| Human Baseline (Mech-E) | ✓ | 0.946 | 0.950 | 0.814 | 0.918 | 0.000 | — | 567.1s | $6.353 |
| OpenAI o4 (reasoning) → CadQuery | ✓ | 0.949 | 0.796 | 0.595 | 0.814 | 0.000 | — | 101.5s | $0.994 |
| Adam (CADcrush) | ✓ | 0.940 | 0.652 | 0.586 | 0.771 | 0.000 | — | 11.5s | $0.248 |
| Zoo Text-to-CAD | ✓ | 0.942 | 0.770 | 0.649 | 0.657 | 0.000 | — | 6.8s | $0.149 |
| Claude Opus 4.7 → CadQuery | ✓ | 0.925 | 0.698 | 0.571 | 0.738 | 0.000 | — | 49.4s | $0.278 |
| GPT-5 → CadQuery | ✓ | 0.914 | 0.675 | 0.583 | 0.763 | 0.000 | — | 30.9s | $0.215 |
| DeepSeek R1 (reasoning) → CadQuery | × | 0.908 | 0.651 | 0.579 | 0.721 | 0.000 | — | 102.3s | $0.034 |
| Claude Opus 4.7 → OpenSCAD | × | 0.911 | 0.580 | 0.550 | 0.562 | 0.000 | — | 38.6s | $0.274 |
| Llama 3.3 70B → OpenSCAD | × | 0.905 | 0.445 | 0.364 | 0.420 | 0.000 | — | 17.8s | $0.021 |
| Gemini 2.5 Flash → CadQuery | × | 0.898 | 0.603 | 0.511 | 0.657 | 0.000 | — | 13.2s | $0.017 |
| CAD-Coder R1 | × | 0.899 | 0.612 | 0.511 | 0.594 | 0.000 | — | 5.6s | $0.004 |
| Gemini 2.5 Pro → OpenSCAD | × | 0.895 | 0.480 | 0.473 | 0.574 | 0.000 | — | 34.7s | $0.081 |
| Qwen3 Coder → CadQuery | × | 0.892 | 0.642 | 0.465 | 0.682 | 0.000 | — | 13.9s | $0.035 |
| DeepCAD | × | 0.889 | 0.465 | 0.387 | 0.278 | 0.000 | — | 4.8s | $0.019 |
| Claude Haiku 4.5 → CadQuery | × | 0.887 | 0.503 | 0.365 | 0.537 | 0.000 | — | 7.5s | $0.023 |
| GPT-5 Mini → OpenSCAD | × | 0.877 | 0.387 | 0.351 | 0.440 | 0.000 | — | 15.1s | $0.010 |
| Trellis 3D | × | 0.850 | 0.207 | 0.095 | 0.056 | 0.000 | — | 9.8s | $0.040 |
| Spline AI | × | 0.850 | 0.094 | 0.050 | 0.044 | 0.000 | — | 10.1s | $0.045 |
| Claude Sonnet 4.6 → CadQuery kernel error: BRepCheck_NotClosed | × | 0.000 | — | — | — | 0.000 | — | 21.1s | $0.063 |
| Hunyuan3D-2 | × | 0.850 | 0.212 | 0.087 | 0.048 | 0.000 | — | 34.0s | $0.057 |