AI ScoreboardFrontend & Coding Index← Back to rankings

TOOL PROFILE / EDITION 2026.09

Google Stitch

An AI-native infinite design canvas for generating, iterating, and collaborating on multi-screen UI from text, voice, codebases, and design files.

Google LabsRank 16Confidence BNo prior snapshot
70.3

Published balanced editorial evidence score; rank 16. No rank delta is shown because there is no prior numeric snapshot.

Best for

Zero-cost UI exploration and design-system extraction

Price & access

Free in Google Labs; third party reports 400 daily design credits

Evidence summary

VF 82 for high-fidelity generation capped by independent quality findings; ED 48 because export is a handoff, not repo ownership; SP 84 for text/voice streaming output; IT 74; EC 60 for MCP and Google handoffs without Git; DP 58; VP 88, highest, for substantial free volume.

Edition status

No prior snapshot. March 18, 2026: Relaunch adds infinite canvas, design agent, DESIGN.md, MCP, and SDK.

Strengths

  • High free usage volume reported by an independent review
  • Design-system extraction and portable DESIGN.md
  • Voice and existing-codebase inputs
  • Handoff to Google coding tools and Netlify

Tradeoffs

  • Independent testing calls output functional, not premium
  • Labs status means no SLA or price guarantee
  • No Git integration or owned-repo workflow
  • Credits cannot be topped up

Score profile

VF 82 · ED 48 · SP 84 · IT 74 · EC 60 · DP 58 · VP 88

Linked evidence

Stitch March update ↗Stitch May update ↗Banani review ↗
Compare this tool on the full scoreboard

Use the same published data, filters, and side-by-side metrics.

Open comparison view →