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PRIM-001 · Geometric Primitives · difficulty 1/5

Hollow cylinder (60 × 40 × 100)

sha256:e3b0c44298fc1c14…

§1Prompt verbatim

Model a hollow cylinder with outer diameter 60 mm, inner diameter 40 mm, height 100 mm. Origin at the centroid of the bottom face. Output a watertight solid.

§2Ground-truth spec

volume157080.0 mm³
surface area34558.0 mm²
bbox60.0 × 60.0 × 100.0 mm
shells1
V−E+F0
genus1
watertighttrue
manifoldtrue
acceptance ε±0.05 mm

§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
0.8646✓
Zoo Text-to-CAD
Zoo Text-to-CAD
Zoo (KittyCAD)
0.8347✓
CAD-Coder R1
CAD-Coder R1
CAD-Coder Labs (research)
0.77710✓
Claude Opus 4.7 → CadQuery
Claude Opus 4.7 → CadQuery
Anthropic + CadQuery 2.4
0.71812✓
DeepSeek R1 (reasoning) → CadQuery
DeepSeek R1 (reasoning) → CadQuery
DeepSeek + CadQuery 2.4
0.7188✓
OpenAI o4 (reasoning) → CadQuery
OpenAI o4 (reasoning) → CadQuery
OpenAI + CadQuery 2.4
0.7139✓
DeepCAD
DeepCAD
Wu et al. 2021 (research)
0.6937✓
GPT-5 → CadQuery
GPT-5 → CadQuery
OpenAI + CadQuery 2.4
0.6367✗
Claude Sonnet 4.6 → CadQuery
Claude Sonnet 4.6 → CadQuery
Anthropic + CadQuery 2.4
0.6198✓
Trellis 3D
Trellis 3D
Microsoft Research
0.6130✗
Gemini 2.5 Pro → OpenSCAD
Gemini 2.5 Pro → OpenSCAD
Google + OpenSCAD 2024.06
0.5930✗
GPT-5 Mini → OpenSCAD
GPT-5 Mini → OpenSCAD
OpenAI + OpenSCAD 2024.06
0.58210✗
Claude Opus 4.7 → OpenSCAD
Claude Opus 4.7 → OpenSCAD
Anthropic + OpenSCAD 2024.06
0.5750✗
Claude Haiku 4.5 → CadQuery
Claude Haiku 4.5 → CadQuery
Anthropic + CadQuery 2.4
0.57310✗
Gemini 2.5 Flash → CadQuery
Gemini 2.5 Flash → CadQuery
Google + CadQuery 2.4
0.55613✗
Llama 3.3 70B → OpenSCAD
Llama 3.3 70B → OpenSCAD
Meta + OpenSCAD 2024.06
0.53411✗
Qwen3 Coder → CadQuery
Qwen3 Coder → CadQuery
Alibaba + CadQuery 2.4
0.50813✗
Hunyuan3D-2
Hunyuan3D-2
Tencent
0.47312✗
Spline AI
Spline AI
Spline.design
0.3970✗
no manifold solid produced
Adam (CADcrush)
Adam (CADcrush)
CADcrush
—79✗

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
AgentVol IoUBidirectional ChamferWatert.Manif.P@1p50latencycost
Human Baseline (Mech-E)0.8640.128✓0.9901.000—504.6s$6.616
Zoo Text-to-CAD0.8340.127✓0.9690.000—6.3s$0.146
CAD-Coder R10.7770.124✓0.9630.000—4.8s$0.005
Claude Opus 4.7 → CadQuery0.7180.110✓0.9520.000—39.0s$0.372
DeepSeek R1 (reasoning) → CadQuery0.7180.151✓0.9570.000—105.4s$0.040
OpenAI o4 (reasoning) → CadQuery0.7130.108✓0.9550.000—133.4s$1.291
DeepCAD0.6930.127✓0.9590.000—5.5s$0.019
GPT-5 → CadQuery0.6360.137✓0.9470.000—34.2s$0.233
Claude Sonnet 4.6 → CadQuery0.6190.145✓0.9500.000—20.1s$0.058
Trellis 3D0.6130.153✓0.9370.000—9.4s$0.043
Gemini 2.5 Pro → OpenSCAD0.5930.179✓0.9350.000—36.2s$0.083
GPT-5 Mini → OpenSCAD0.5820.144✓0.9410.000—16.6s$0.010
Claude Opus 4.7 → OpenSCAD0.5750.130✓0.9450.000—22.9s$0.319
Claude Haiku 4.5 → CadQuery0.5730.157✓0.9410.000—6.7s$0.019
Gemini 2.5 Flash → CadQuery0.5560.186✓0.9300.000—13.7s$0.018
Llama 3.3 70B → OpenSCAD0.5340.174✓0.9260.000—21.3s$0.016
Qwen3 Coder → CadQuery0.5080.138✓0.9330.000—13.2s$0.035
Hunyuan3D-20.4730.160✓0.9260.000—39.6s$0.078
Spline AI0.3970.227×0.9070.000—5.6s$0.034
Adam (CADcrush)
kernel error: BRepCheck_NotClosed
0.000—×0.0000.000—8.2s$0.308