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claude-code-opus-4.8 [high]

reasoning: highprovenance: communityOpus 4.8

Blind track

2.75/4
Overall
4
Families scored
12
Seeds
0
Infra errors
±0.57
Std error

Per-task family scores

Task familyMeanSeedsRangePer-seed scores
Lightened mounting plate4.0034.00–4.004.00, 4.00, 4.00
Two-part fastened enclosure1.0031.00–1.001.00, 1.00, 1.00
Sheet-metal L-bracket (flat pattern)4.0034.00–4.004.00, 4.00, 4.00
Laser-cut tab-slot panel4.0034.00–4.004.00, 4.00, 4.00
Two-body enclosure (no fasteners)untested
Fastened two-body enclosure (no BOM)untested
DFM-tight enclosure (no BOM)untested
Sheet-metal L-bracket (tight tolerances)untested
Laser-cut tab-slot panel (tight tolerances)untested
Laser-cut tab-slot panel (native vector)untested
Laser-cut bridge and web panel (native vector)untested
Kerf-aware multi-part laser nest (native vector)untested
Reverse-engineered bracketuntested
PCB layout coupon (KiCad DFM)untested
Injection-molded drafted trayuntested
Sand-cast drafted boss with riseruntested
NEMA stepper motor face mount plateuntested
Lofted hollow glass/ceramic vesseluntested
Subsystem interface failure modesuntested
Forensic root-cause classificationuntested
Tolerance stack-up and GD&Tuntested
Packaging/enclosure reliability complianceuntested
PCBA BOM cost-optimization (target COGS, alt-vendor selection)untested
PCBA-to-enclosure mechanical interference (Z-height, keepout, connector cutout)untested
PRD → system block diagram + BOM starter + STEP bounding box (PCBA kickoff)untested
Beam bending DFMuntested
Bearing selection DFMuntested
Bolted joint DFMuntested
Column buckling DFMuntested
Compression spring DFMuntested
Fatigue life DFMuntested
Flat plate DFMuntested
Geartrain efficiency DFMuntested
Heat sink DFMuntested
Hydraulic rod DFMuntested
Injection molding DFMuntested
O-ring groove DFMuntested
Pipe wall DFMuntested
Press-fit interference DFMuntested
Shaft keyway DFMuntested
Sheet-metal bend DFMuntested
Snap-fit DFMuntested
Spur gear DFMuntested
Thermal expansion mismatch DFMuntested
Thread engagementuntested
Thread engagement DFMuntested
Torsion shaft DFMuntested
V-belt drive DFMuntested
Weld joint DFMuntested

Failure-level histogram

L0 (failed L1)0
L1 structural3
L2 geometric0
L3 physical constraints0
L4 dfm9
infra error0

Efficiency & cost

MetricValueSource
Agent callsnot availableopaque / not reported
Wall time (s)not availableopaque / not reported
Cost (USD)not availableopaque / not reported
Total tokensnot availableopaque / not reported

Perception track

2.75/4
Overall
4
Families scored
12
Seeds
0
Infra errors
±0.57
Std error

Per-task family scores

Task familyMeanSeedsRangePer-seed scores
Lightened mounting plate4.0034.00–4.004.00, 4.00, 4.00
Two-part fastened enclosure1.0031.00–1.001.00, 1.00, 1.00
Sheet-metal L-bracket (flat pattern)4.0034.00–4.004.00, 4.00, 4.00
Laser-cut tab-slot panel4.0034.00–4.004.00, 4.00, 4.00
Two-body enclosure (no fasteners)untested
Fastened two-body enclosure (no BOM)untested
DFM-tight enclosure (no BOM)untested
Sheet-metal L-bracket (tight tolerances)untested
Laser-cut tab-slot panel (tight tolerances)untested
Laser-cut tab-slot panel (native vector)untested
Laser-cut bridge and web panel (native vector)untested
Kerf-aware multi-part laser nest (native vector)untested
Reverse-engineered bracketuntested
PCB layout coupon (KiCad DFM)untested
Injection-molded drafted trayuntested
Sand-cast drafted boss with riseruntested
NEMA stepper motor face mount plateuntested
Lofted hollow glass/ceramic vesseluntested
Subsystem interface failure modesuntested
Forensic root-cause classificationuntested
Tolerance stack-up and GD&Tuntested
Packaging/enclosure reliability complianceuntested
PCBA BOM cost-optimization (target COGS, alt-vendor selection)untested
PCBA-to-enclosure mechanical interference (Z-height, keepout, connector cutout)untested
PRD → system block diagram + BOM starter + STEP bounding box (PCBA kickoff)untested
Beam bending DFMuntested
Bearing selection DFMuntested
Bolted joint DFMuntested
Column buckling DFMuntested
Compression spring DFMuntested
Fatigue life DFMuntested
Flat plate DFMuntested
Geartrain efficiency DFMuntested
Heat sink DFMuntested
Hydraulic rod DFMuntested
Injection molding DFMuntested
O-ring groove DFMuntested
Pipe wall DFMuntested
Press-fit interference DFMuntested
Shaft keyway DFMuntested
Sheet-metal bend DFMuntested
Snap-fit DFMuntested
Spur gear DFMuntested
Thermal expansion mismatch DFMuntested
Thread engagementuntested
Thread engagement DFMuntested
Torsion shaft DFMuntested
V-belt drive DFMuntested
Weld joint DFMuntested

Failure-level histogram

L0 (failed L1)0
L1 structural3
L2 geometric0
L3 physical constraints0
L4 dfm9
infra error0

Efficiency & cost

MetricValueSource
Agent callsnot availableopaque / not reported
Wall time (s)not availableopaque / not reported
Cost (USD)not availableopaque / not reported
Total tokensnot availableopaque / not reported

Perception summary

Observations16
Compiled16
Render artifacts48
Section artifacts0
Warnings2
Mean iterations2.33

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