FUNC-001 · Functional Intent · FEA-Gated · difficulty 5/5
Cantilever bracket — 250 N tip load, 6061-T6, SF≥4
sha256:33a91efbac0c1110…
§1Prompt verbatim
Design a cantilever bracket that bolts to a wall via two M6 holes 50 mm apart and supports a 250 N transverse tip load 80 mm from the wall, in 6061-T6 aluminium, with a static safety factor ≥ 4 against yield (σ_y = 276 MPa). Mass should be ≤ 60 g. Output STEP.
§2Ground-truth spec
shells1
watertighttrue
manifoldtrue
acceptance ε±0.1 mm
featuresM6_clearance_x2, load_pad
§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
0.67510✗
Zoo Text-to-CAD
Zoo Text-to-CAD
Zoo (KittyCAD)
0.46712✗
Claude Opus 4.7 → CadQuery
Claude Opus 4.7 → CadQuery
Anthropic + CadQuery 2.4
0.38314✗
Adam (CADcrush)
Adam (CADcrush)
CADcrush
0.34816✗
GPT-5 → CadQuery
GPT-5 → CadQuery
OpenAI + CadQuery 2.4
0.30518✗
Gemini 2.5 Pro → OpenSCAD
Gemini 2.5 Pro → OpenSCAD
Google + OpenSCAD 2024.06
0.1820✗
Claude Opus 4.7 → OpenSCAD
Claude Opus 4.7 → OpenSCAD
Anthropic + OpenSCAD 2024.06
0.1740✗
DeepCAD
DeepCAD
Wu et al. 2021 (research)
0.16228✗
Trellis 3D
Trellis 3D
Microsoft Research
0.0000✗
Spline AI
Spline AI
Spline.design
0.0000✗
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 | Min-Wall Compliance | FEA-Yield Pass | P@1 | p50 | latency | cost |
|---|---|---|---|---|---|---|---|---|---|
| Human Baseline (Mech-E) | ✓ | 0.949 | 0.869 | 0.794 | 0.822 | 0.000 | — | 874.9s | $5.292 |
| Zoo Text-to-CAD | ✓ | 0.918 | 0.702 | 0.684 | 0.486 | 0.000 | — | 4.5s | $0.172 |
| Claude Opus 4.7 → CadQuery | × | 0.905 | 0.700 | 0.630 | 0.531 | 0.000 | — | 44.4s | $0.288 |
| Adam (CADcrush) | × | 0.905 | 0.635 | 0.644 | 0.404 | 0.000 | — | 12.1s | $0.281 |
| GPT-5 → CadQuery | × | 0.897 | 0.727 | 0.650 | 0.500 | 0.000 | — | 29.1s | $0.198 |
| Gemini 2.5 Pro → OpenSCAD | × | 0.876 | 0.468 | 0.546 | 0.370 | 0.000 | — | 20.9s | $0.100 |
| Claude Opus 4.7 → OpenSCAD | × | 0.878 | 0.583 | 0.602 | 0.408 | 0.000 | — | 40.0s | $0.297 |
| DeepCAD | × | 0.877 | 0.498 | 0.385 | 0.179 | 0.000 | — | 5.7s | $0.017 |
| Trellis 3D | × | 0.850 | 0.215 | 0.210 | 0.086 | 0.000 | — | 12.4s | $0.051 |
| Spline AI | × | 0.850 | 0.093 | 0.104 | 0.046 | 0.000 | — | 10.1s | $0.033 |