Coding · 10 tools · updated Oct 15, 2026
Turn a screenshot or Figma design into working code
Stitch leads with an evidence score of 40/100, ahead of Lovable (34) and Anima (32). 9 of 10 can be used free, 2 are open source. Best for quick UI mockups from a sketch or prompt: Stitch.
Ranked by evidence — GitHub stars, Hacker News mentions, release activity and how much you can use for free. Recomputed nightly. How the score works.
+ Produces editable designs you can paste into Figma as well as HTML/CSS.
− Experimental Labs product with generation caps and limited iteration.
+ Supabase auth, database, and edge functions are wired up without any configuration.
− Credits run out fast when debugging, since every fix attempt costs a message.
+ Long-standing Figma plugin that respects auto-layout and produces responsive code.
− Generated components still need cleanup before they are production-ready.
+ Iterative loop: annotate the generated output on the canvas and regenerate.
− It is a demo of the tldraw SDK rather than a maintained product.
+ Simple, widely used, and works with GPT, Claude, or Gemini vision models you supply.
− Produces one-off static code with no design-system awareness.
+ Mitosis-based output targets React, Vue, Svelte, Angular, and more from one design.
− Best results require Builder's design-system mapping setup first.
+ Runs npm, dev servers, and builds entirely in the browser so nothing is installed.
− Token-metered pricing burns through the monthly allowance on larger projects.
+ Lightning mode tags and converts an entire design in one pass with minimal manual tagging.
− Output structure can be verbose and hard to maintain in larger apps.
+ Output uses shadcn/ui and Next.js idiomatically, so it drops straight into real projects.
− Heavily biased to the Vercel stack; other frameworks get worse results.
+ Starts from your existing Figma frames and design system, not a blank prompt.
− Output is prototype-grade and harder to hand off to a real codebase than v0.
Head to head: Stitch vs Lovable Stitch vs Anima Lovable vs Anima
Missing a tool? It gets added when it shows up in the release feed with real traction, not by request.