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BREP-007 · BREP Fidelity · difficulty 4/5

Trimmed sphere with hole through pole

sha256:a002cb1de4f01172

§1Prompt verbatim

Sphere Ø 60 mm with a Ø 10 mm cylindrical hole through the +Z pole, depth 70 mm so it exits the −Z pole. The lateral face must remain a single trimmed spherical patch (not an arbitrary polysurface). Export AP242.

§2Ground-truth spec

shells1
watertighttrue
manifoldtrue
acceptance ε±0.02 mm
featurestrimmed_sphere, thru_hole_10

§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
0.8208
Zoo Text-to-CAD
Zoo Text-to-CAD
Zoo (KittyCAD)
0.7087
Adam (CADcrush)
Adam (CADcrush)
CADcrush
0.60711
OpenAI o4 (reasoning) → CadQuery
OpenAI o4 (reasoning) → CadQuery
OpenAI + CadQuery 2.4
0.60310
DeepSeek R1 (reasoning) → CadQuery
DeepSeek R1 (reasoning) → CadQuery
DeepSeek + CadQuery 2.4
0.59910
CAD-Coder R1
CAD-Coder R1
CAD-Coder Labs (research)
0.53310
DeepCAD
DeepCAD
Wu et al. 2021 (research)
0.52612
Claude Sonnet 4.6 → CadQuery
Claude Sonnet 4.6 → CadQuery
Anthropic + CadQuery 2.4
0.51710
Qwen3 Coder → CadQuery
Qwen3 Coder → CadQuery
Alibaba + CadQuery 2.4
0.5179
Claude Opus 4.7 → CadQuery
Claude Opus 4.7 → CadQuery
Anthropic + CadQuery 2.4
0.47211
Claude Haiku 4.5 → CadQuery
Claude Haiku 4.5 → CadQuery
Anthropic + CadQuery 2.4
0.42312
Gemini 2.5 Flash → CadQuery
Gemini 2.5 Flash → CadQuery
Google + CadQuery 2.4
0.40812
Llama 3.3 70B → OpenSCAD
Llama 3.3 70B → OpenSCAD
Meta + OpenSCAD 2024.06
0.07767
Gemini 2.5 Pro → OpenSCAD
Gemini 2.5 Pro → OpenSCAD
Google + OpenSCAD 2024.06
0.0640
GPT-5 Mini → OpenSCAD
GPT-5 Mini → OpenSCAD
OpenAI + OpenSCAD 2024.06
0.011104
no manifold solid produced
GPT-5 → CadQuery
GPT-5 → CadQuery
OpenAI + CadQuery 2.4
66
no manifold solid produced
Claude Opus 4.7 → OpenSCAD
Claude Opus 4.7 → OpenSCAD
Anthropic + OpenSCAD 2024.06
18
Trellis 3D
Trellis 3D
Microsoft Research
0.0000
Spline AI
Spline AI
Spline.design
0.0000
Hunyuan3D-2
Hunyuan3D-2
Tencent
0.000101

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
AgentWatert.Manif.Euler-Poincaré ComplianceSTEP RTFeatRecP@1p50latencycost
Human Baseline (Mech-E)0.9720.0790.9561.000726.2s$6.692
Zoo Text-to-CAD0.9590.0740.7510.0005.9s$0.203
Adam (CADcrush)0.9390.1080.7270.0007.9s$0.252
OpenAI o4 (reasoning) → CadQuery0.9400.0960.7290.00079.2s$1.133
DeepSeek R1 (reasoning) → CadQuery0.9350.0960.6710.00080.4s$0.045
CAD-Coder R10.9310.0970.6870.0007.3s$0.006
DeepCAD0.926×0.1160.4960.0005.3s$0.024
Claude Sonnet 4.6 → CadQuery0.9280.1020.6520.00021.8s$0.084
Qwen3 Coder → CadQuery0.9290.0900.5960.00018.8s$0.033
Claude Opus 4.7 → CadQuery0.926×0.1080.7040.00035.3s$0.401
Claude Haiku 4.5 → CadQuery0.916×0.1240.4930.0006.8s$0.022
Gemini 2.5 Flash → CadQuery0.916×0.1240.5570.00015.3s$0.021
Llama 3.3 70B → OpenSCAD×0.861×0.6720.3990.00016.6s$0.021
Gemini 2.5 Pro → OpenSCAD×0.860×0.5470.00019.9s$0.107
GPT-5 Mini → OpenSCAD×0.852×1.0400.4220.00016.3s$0.012
GPT-5 → CadQuery
kernel error: BRepCheck_NotClosed
×0.0000.00044.7s$0.187
Claude Opus 4.7 → OpenSCAD
kernel error: BRepCheck_NotClosed
×0.0000.00029.5s$0.263
Trellis 3D×0.850×0.1910.0008.7s$0.050
Spline AI×0.850×0.0920.0008.9s$0.040
Hunyuan3D-2×0.850×1.0140.2030.00031.0s$0.060