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BOOL-002 · Boolean Robustness · difficulty 2/5

Two interpenetrating spheres (lens intersection)

sha256:31ab02fd9c41ee20…

§1Prompt verbatim

Intersect two Ø 40 mm spheres whose centres are 25 mm apart along X. Output the lens-shaped intersection as a single watertight solid.

§2Ground-truth spec

shells1
V−E+F2
genus0
watertighttrue
manifoldtrue
acceptance ε±0.02 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✓
GPT-5 → CadQuery
GPT-5 → CadQuery
OpenAI + CadQuery 2.4
0.8079✓
OpenAI o4 (reasoning) → CadQuery
OpenAI o4 (reasoning) → CadQuery
OpenAI + CadQuery 2.4
0.74611✓
Human Baseline (Mech-E)
Human Baseline (Mech-E)
n=4 senior engineers
0.7298✓
DeepSeek R1 (reasoning) → CadQuery
DeepSeek R1 (reasoning) → CadQuery
DeepSeek + CadQuery 2.4
0.7089✓
Adam (CADcrush)
Adam (CADcrush)
CADcrush
0.7069✓
Zoo Text-to-CAD
Zoo Text-to-CAD
Zoo (KittyCAD)
0.6818✓
CAD-Coder R1
CAD-Coder R1
CAD-Coder Labs (research)
0.61010✗
Claude Sonnet 4.6 → CadQuery
Claude Sonnet 4.6 → CadQuery
Anthropic + CadQuery 2.4
0.5858✗
Claude Opus 4.7 → CadQuery
Claude Opus 4.7 → CadQuery
Anthropic + CadQuery 2.4
0.5848✗
Qwen3 Coder → CadQuery
Qwen3 Coder → CadQuery
Alibaba + CadQuery 2.4
0.54310✗
GPT-5 Mini → OpenSCAD
GPT-5 Mini → OpenSCAD
OpenAI + OpenSCAD 2024.06
0.52412✗
Claude Opus 4.7 → OpenSCAD
Claude Opus 4.7 → OpenSCAD
Anthropic + OpenSCAD 2024.06
0.4930✗
Claude Haiku 4.5 → CadQuery
Claude Haiku 4.5 → CadQuery
Anthropic + CadQuery 2.4
0.47011✗
Llama 3.3 70B → OpenSCAD
Llama 3.3 70B → OpenSCAD
Meta + OpenSCAD 2024.06
0.44812✗
DeepCAD
DeepCAD
Wu et al. 2021 (research)
0.44214✗
Trellis 3D
Trellis 3D
Microsoft Research
0.2310✗
Hunyuan3D-2
Hunyuan3D-2
Tencent
0.19230✗
Spline AI
Spline AI
Spline.design
0.1660✗
no manifold solid produced
Gemini 2.5 Pro → OpenSCAD
Gemini 2.5 Pro → OpenSCAD
Google + OpenSCAD 2024.06
—18✗
no manifold solid produced
Gemini 2.5 Flash → CadQuery
Gemini 2.5 Flash → CadQuery
Google + CadQuery 2.4
—59✗

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 IoUWatert.Manif.Euler-Poincaré ComplianceP@1p50latencycost
GPT-5 → CadQuery0.807✓0.976✓1.000—35.6s$0.246
OpenAI o4 (reasoning) → CadQuery0.746✓0.957✓0.000—107.4s$1.023
Human Baseline (Mech-E)0.729✓0.970✓0.000—850.2s$6.673
DeepSeek R1 (reasoning) → CadQuery0.708✓0.958✓0.000—86.4s$0.035
Adam (CADcrush)0.706✓0.950✓0.000—8.4s$0.307
Zoo Text-to-CAD0.681✓0.958✓0.000—4.5s$0.171
CAD-Coder R10.610✓0.944✓0.000—7.1s$0.004
Claude Sonnet 4.6 → CadQuery0.585✓0.944✓0.000—22.2s$0.069
Claude Opus 4.7 → CadQuery0.584✓0.942✓0.000—44.0s$0.350
Qwen3 Coder → CadQuery0.543✓0.934✓0.000—17.7s$0.034
GPT-5 Mini → OpenSCAD0.524✓0.931✓0.000—15.7s$0.008
Claude Opus 4.7 → OpenSCAD0.493✓0.923×0.000—23.0s$0.346
Claude Haiku 4.5 → CadQuery0.470✓0.924×0.000—6.0s$0.022
Llama 3.3 70B → OpenSCAD0.448✓0.920×0.000—16.9s$0.024
DeepCAD0.442✓0.920×0.000—4.6s$0.017
Trellis 3D0.231×0.884×0.000—10.7s$0.054
Hunyuan3D-20.192×0.877×0.000—42.9s$0.059
Spline AI0.166×0.876×0.000—7.9s$0.042
Gemini 2.5 Pro → OpenSCAD
kernel error: BRepCheck_NotClosed
0.000×0.000—0.000—36.1s$0.089
Gemini 2.5 Flash → CadQuery
kernel error: BRepCheck_NotClosed
0.000×0.000—0.000—13.8s$0.018