Compare/FluidCAD vs Stability AI

AI tool comparison

FluidCAD vs Stability AI

Which one should you ship with? Here is the side-by-side panel verdict, pricing read, reviewer split, and community vote comparison.

F

Design Tools

FluidCAD

Parametric 3D CAD design using JavaScript code with live viewport

Mixed

50%

Panel ship

Community

Free

Entry

FluidCAD is a web-based parametric CAD application that models geometry through JavaScript code instead of mouse-driven GUI operations. Users write code to define extrusions, fillets, boolean operations, and patterns; dragging in the live viewport generates code values that get locked into the script. It supports STEP file import/export with color, a feature history that can be stepped through and rolled back, and VS Code extension support. Gained 149 upvotes on Show HN today, targeting engineers who want code-first CAD with a traditional feature tree.

S

Design & Creative

Stability AI

Open-source generative AI models

Ship

67%

Panel ship

Community

Free

Entry

Stability AI created Stable Diffusion and continues to release open-source generative models for images, video, audio, and 3D. The leading open-source alternative to DALL-E and Midjourney.

Decision
FluidCAD
Stability AI
Panel verdict
Mixed · 2 ship / 2 skip
Ship · 2 ship / 1 skip
Community
No community votes yet
No community votes yet
Pricing
Free (open source)
Free (open source models), API pricing varies
Best for
Parametric 3D CAD design using JavaScript code with live viewport
Open-source generative AI models
Category
Design Tools
Design & Creative

Reviewer scorecard

Builder
80/100 · ship

FluidCAD solves the thing OpenSCAD got wrong: the 'drag to prototype, lock to code' loop makes it accessible without sacrificing programmability. STEP export means it fits into actual hardware workflows, not just rendering. For software engineers doing mechanical work, this is the missing middle ground between Fusion 360's complexity and OpenSCAD's austerity.

80/100 · ship

Open weights mean you can self-host, fine-tune, and customize. ComfyUI + Stable Diffusion is the power user stack.

Skeptic
45/100 · skip

Code-first CAD has a 30-year history of failing to reach mainstream adoption because engineers and designers don't want to write JavaScript. FluidCAD will appeal to a very narrow slice of software developers who also do mechanical work. The STEP import/export is table stakes, not a differentiator, and Onshape's API does everything this does for teams who need collaboration.

45/100 · skip

Company instability and leadership changes are concerning. The open-source models are great but the company's future is uncertain.

Futurist
80/100 · ship

When AI can generate CAD from natural language, the tools that survive will be the ones with programmatic, diffable representations — not binary blob formats. FluidCAD's JavaScript-first approach puts it in exactly the right position for the AI-assisted hardware design wave that's coming. This is the OpenSCAD for the LLM era.

No panel take
Creator
45/100 · skip

I appreciate the concept but the UI is clearly built by engineers for engineers. There's no real onboarding, the documentation assumes CAD literacy, and the JavaScript API surface is intimidating for anyone coming from traditional design tools. Until there's a visual-first entry point, this stays a curiosity for most designers.

80/100 · ship

Stable Diffusion with ControlNet and LoRA fine-tuning gives artists more control than any closed model.

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FluidCAD vs Stability AI: Which AI Tool Should You Ship? — Ship or Skip