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K Koda Intelligence
KODA LAB / INTAKE SLIP SPECIMEN No. 0095
SPECIMEN

Stitch

FILED AS

Filed without a one-line summary.

INTAKE DATE
2026-05-20
CLASS
Design
METHOD
desk research, filed before the Lab logged its counts
WEIGHTED SCOREHow we score

No dimension scores were recorded for this specimen, so no Koda Score is published. Read the verdict instead.

UNSCORED 5 MIN READ
THE ARTEFACTThe product as it ships today

Google's AI-powered UI design tool that turns text prompts and reference images into structured, editable interface designs. From idea to prototype without writing a line of code.

Open Stitch Stitch tool screenshot showing AI-generated UI design interface
THE VERDICT99 words on this tool alone

The verdict.

Stitch is the fastest way to go from a vague product idea to a tangible UI mockup, and it is genuinely useful for product teams, solo founders, and designers who need to validate layout concepts before committing to pixel-perfect work. The Figma export and MCP integration make it more than a toy; this is a real prototyping accelerator backed by Google DeepMind's models. The daily credit cap and English-only limitation keep it from being a full production workhorse today, but for rapid ideation and early-stage design exploration, it is hard to beat at the price of free.

THE DAMAGECaptured 2026-05-20. Prices are read off the vendor page, never estimated.

Pricing, straight.

Current as of May 2026

Free

Only Tier

$0

Free of charge via Google Labs

  • Full access to AI-powered UI generation
  • Daily credit limit (resets at midnight UTC)
  • Export to static HTML and Figma
  • Multi-screen interactive flows
  • MCP integration support
  • Credit usage visible in settings

No paid tiers have been announced. Google may introduce premium plans as the tool matures beyond Labs.

Pricing as captured on 2026-05-20. Check the live site before you commit.

THE RUNDOWN8 capabilities read off the product, not the pitch

What it actually does.

What Stitch brings to the table

Prompt-to-UI Generation

Describe the screen you need in plain English and Stitch generates a structured, editable UI design. No drag-and-drop required for the initial layout.

Reference Image Input

Upload a screenshot or wireframe and Stitch interprets the layout, recreating it as an editable design. Useful for reverse-engineering competitor UIs or migrating legacy screens.

Static HTML Export

Export any generated design as clean, static HTML. This gives developers a concrete starting point rather than a flat image, reducing the translation gap between design and code.

Figma Export

Push designs directly into Figma for refinement. This keeps Stitch in the ideation lane while letting your design team polish in their native environment.

Multi-Screen Flows

Build interactive, multi-screen prototypes rather than isolated screens. Define navigation paths and screen transitions to simulate real user journeys.

Google DeepMind AI

Powered by models from Google DeepMind, Stitch understands design patterns, component hierarchies, and layout conventions. The outputs feel intentional, not random.

MCP Integration

Supports Model Context Protocol, allowing Stitch to plug into broader AI agent workflows. This positions it as a composable design primitive, not just a standalone tool.

Mobile and Web Targets

Generate designs for both mobile app screens and web application layouts. Stitch adapts its output to the target platform you specify in your prompt.

RUN THESE PLAYS5 plays, each one a situation a reader is already in

Who it is for.

Where Stitch fits in real workflows

Solo Founders and Indie Hackers

You have a product idea but no designer on the team. Stitch lets you generate credible UI mockups to validate concepts with users, pitch to investors, or hand off to a freelance developer. The HTML export means you can go from prompt to functional prototype in an afternoon.

Product Managers Running Discovery

Instead of describing a screen in a PRD and hoping the designer interprets it correctly, generate the layout yourself as a conversation starter. Stitch collapses the ambiguity in early-stage design discussions. Export to Figma and let your designer refine from there.

Designers Exploring Variations

Need five different takes on a settings page? Prompt Stitch with variations and get structured layouts in seconds. It is not replacing your design judgment; it is giving you raw material to react to. The Figma integration means these explorations slot directly into your existing workflow.

Frontend Developers Needing a Starting Point

The static HTML export gives you actual markup to build from, not a flat PNG you have to eyeball. For internal tools, admin panels, or MVPs where pixel perfection is not the priority, Stitch can cut your scaffolding time significantly.

AI Agent Builders (via MCP)

If you are building AI-powered development pipelines, Stitch's MCP integration means you can programmatically generate UI designs as part of a larger automated workflow. Think: agent receives a feature request, generates the UI, exports HTML, and opens a PR.

WHERE IT BREAKS5 limitations logged against 8 capabilities

The honest part.

What to know before you commit

Daily Credit Cap with No Paid Upgrade Path

The daily credit limit resets at midnight UTC, but Google has not disclosed the exact number of generations you get per day. For heavy prototyping sessions, you may hit the wall before lunch. There is no way to pay for more credits right now, which makes it unreliable for deadline-driven work.

English Only

Prompts and the interface are limited to English. If your team works in another language or you need to generate UI with non-English content, you will need to edit outputs manually after generation.

Geographic Restrictions

Stitch is only available in countries where Gemini is accessible. If you are in a region where Google's AI services are restricted, you are out of luck. There is also an 18+ age requirement.

Labs Product, Not Production-Grade

This is a Google Labs experiment. That means it could change significantly, lose features, or be discontinued. Do not build critical workflows around it without a fallback plan. The outputs are good for prototyping but will need refinement for production use.

No Design System Enforcement

Stitch generates designs based on general UI conventions, not your specific design system. If you need outputs that conform to your brand's component library, spacing tokens, or color palette, you will still need a manual pass in Figma or code.

THE BOTTOM LINEFiled unscored, so the verdict is the whole finding

Open Stitch

Free to use with a daily credit limit. No signup beyond your Google account.

Open Stitch

One tool a day, tested properly.

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