STL Relative-Risk Tool

STL First-Layer Warp Risk

Upload an STL, pick a lay-flat planar patch, place it on the 250 x 250 mm bed, and inspect a normalized first-layer susceptibility heatmap.

FastAPI / Three.js STL Upload • Dual Solver

3D Viewer

Upload an STL to begin

2D Bed / Heatmap

Footprint preview
Hover the bed view after analysis to inspect a local cell score and contributors.

3D Warp Preview

Awaiting analysis
Scale 1.6x
Run analysis to generate a scaled qualitative warp preview. This panel uses the same orbit, pan, and zoom interaction as the face-selection viewer, but it does not predict real deformation in millimeters.