A Neural Deep Network Ltd production · Rough concepts to CAD-grade, print-ready STEP geometry.
3DJ is a browser-first engineering studio combining code-first parametric CAD (OpenCascade B-Rep via Replicad), photo-to-measured CAD with caliper constraints, and a resilient multi-provider 3D mesh fleet (TRELLIS.2, Hunyuan3D-2).
POST /api/mcp for autonomous agent design and inspection workflows.| Feature | 3DJ Studio | Meshy 3D | Tripo3D | Fusion 360 |
|---|---|---|---|---|
| Geometry Kernel | Parametric B-Rep (OpenCascade / Replicad); True STEP solids | Triangle mesh only; faceted approximation | Neural SDF mesh; uncalibrated curvature | Desktop B-Rep; heavy 2GB+ installer |
| Photo-to-CAD | Sub-pixel tracer + 100% mirror symmetry + caliper constraints | Blobby monocular depth mesh deformation | Unconstrained single-image neural mesh | Manual canvas calibration & sketch tracing |
| DfAM Print Pre-Flight | Automated closed solid, wall thickness, overhang & bed checks | Basic mesh hole filling only | Raw mesh with frequent non-manifold edges | Manual inspection; separate slicer required |
| AI Agent MCP Server | Native remote Streamable MCP at POST /api/mcp | Standard REST only, no MCP discovery | Proprietary REST API | Desktop local Python automation |
| Pricing & Offline | Free local CAD; Maker €19/mo (7-day trial); Studio €49/mo | $32/mo subscription; no offline mode | $19.90–$199/mo credit packs | $85/month or $680/year per seat |