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DFMCNC-009 · DFM · 3-Axis CNC · difficulty 3/5

Long-aspect bracket (vise-fixturable)

sha256:01eba0fde2c01100

§1Prompt verbatim

Mounting bracket 200 × 25 × 12 mm with three Ø 6.6 mm clearance holes on the back face and a 50 × 12 mm slot on the front. The part must be fixturable in a 6″ vise jaws (i.e. flat parallel sides ≥ 25 × 100 mm). 3-axis CNC machinable in two setups maximum.

§2Ground-truth spec

shells1
watertighttrue
manifoldtrue
acceptance ε±0.1 mm
featuresclearance_hole_x3, slot_50x12

§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
0.8678
OpenAI o4 (reasoning) → CadQuery
OpenAI o4 (reasoning) → CadQuery
OpenAI + CadQuery 2.4
0.6758
Zoo Text-to-CAD
Zoo Text-to-CAD
Zoo (KittyCAD)
0.5759
Gemini 2.5 Pro → OpenSCAD
Gemini 2.5 Pro → OpenSCAD
Google + OpenSCAD 2024.06
0.5380
Qwen3 Coder → CadQuery
Qwen3 Coder → CadQuery
Alibaba + CadQuery 2.4
0.53513
Claude Opus 4.7 → CadQuery
Claude Opus 4.7 → CadQuery
Anthropic + CadQuery 2.4
0.52914
Gemini 2.5 Flash → CadQuery
Gemini 2.5 Flash → CadQuery
Google + CadQuery 2.4
0.51014
GPT-5 → CadQuery
GPT-5 → CadQuery
OpenAI + CadQuery 2.4
0.50110
Claude Sonnet 4.6 → CadQuery
Claude Sonnet 4.6 → CadQuery
Anthropic + CadQuery 2.4
0.48011
Adam (CADcrush)
Adam (CADcrush)
CADcrush
0.47210
Claude Opus 4.7 → OpenSCAD
Claude Opus 4.7 → OpenSCAD
Anthropic + OpenSCAD 2024.06
0.4660
CAD-Coder R1
CAD-Coder R1
CAD-Coder Labs (research)
0.43914
GPT-5 Mini → OpenSCAD
GPT-5 Mini → OpenSCAD
OpenAI + OpenSCAD 2024.06
0.42214
DeepSeek R1 (reasoning) → CadQuery
DeepSeek R1 (reasoning) → CadQuery
DeepSeek + CadQuery 2.4
0.41512
Llama 3.3 70B → OpenSCAD
Llama 3.3 70B → OpenSCAD
Meta + OpenSCAD 2024.06
0.30717
Trellis 3D
Trellis 3D
Microsoft Research
0.1020
Hunyuan3D-2
Hunyuan3D-2
Tencent
0.06282
Spline AI
Spline AI
Spline.design
0.0540
no manifold solid produced
DeepCAD
DeepCAD
Wu et al. 2021 (research)
74
no manifold solid produced
Claude Haiku 4.5 → CadQuery
Claude Haiku 4.5 → CadQuery
Anthropic + CadQuery 2.4
50

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.DFMMin-Wall ComplianceCAM ReachabilityP@1p50latencycost
Human Baseline (Mech-E)0.97993.80.8380.8291.000933.0s$5.973
OpenAI o4 (reasoning) → CadQuery0.94886.60.7060.6830.000127.6s$1.289
Zoo Text-to-CAD0.94082.80.6360.7790.0008.0s$0.209
Gemini 2.5 Pro → OpenSCAD0.92772.20.5240.4420.00025.8s$0.092
Qwen3 Coder → CadQuery0.92775.90.5080.4860.00016.6s$0.027
Claude Opus 4.7 → CadQuery0.92882.80.6050.7260.00047.5s$0.362
Gemini 2.5 Flash → CadQuery0.92376.90.5420.5230.0008.7s$0.023
GPT-5 → CadQuery0.92981.90.5820.6530.00040.3s$0.212
Claude Sonnet 4.6 → CadQuery0.92380.90.6300.6320.00013.7s$0.067
Adam (CADcrush)0.92681.50.5790.6430.0009.6s$0.244
Claude Opus 4.7 → OpenSCAD0.92379.40.5460.5370.00038.1s$0.288
CAD-Coder R10.91575.80.4840.5290.0006.8s$0.005
GPT-5 Mini → OpenSCAD0.91972.50.4760.3870.00017.3s$0.009
DeepSeek R1 (reasoning) → CadQuery×0.91275.20.5300.5530.00078.7s$0.043
Llama 3.3 70B → OpenSCAD×0.89868.70.4230.3590.00026.3s$0.017
Trellis 3D×0.86552.70.1960.0870.00010.5s$0.059
Hunyuan3D-2×0.85952.80.2310.0960.00031.0s$0.067
Spline AI×0.85848.70.1030.0460.0007.3s$0.039
DeepCAD
kernel error: BRepCheck_NotClosed
×0.0000.0004.3s$0.023
Claude Haiku 4.5 → CadQuery
kernel error: BRepCheck_NotClosed
×0.0000.0007.8s$0.021