Sourcegraph Amp vs Screenshot to Code

Detailed side-by-side comparison to help you choose the right tool

Sourcegraph Amp

🔴Developer

AI Coding

Sourcegraph Amp is Sourcegraph's frontier-model coding agent built for monorepos, with live access to the Sourcegraph code graph and MCP support.

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Starting Price

Pay-as-you-go
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Screenshot to Code

🟡Low Code

AI Coding

Paste a screenshot, get production-ready code — open-source tool and hosted service that converts UI mockups to working frontends.

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Starting Price

$0
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Feature Comparison

Scroll horizontally to compare details.

FeatureSourcegraph AmpScreenshot to Code
CategoryAI CodingAI Coding
Pricing Plans3 listed plans3 listed plans
Starting PricePay-as-you-go$0
Key Features
  • • Frontier-model agent grounded in Sourcegraph's code graph
  • • Monorepo-scale code intelligence: references, call sites, dependencies
  • • Shared threads between VS Code and CLI
  • • Screenshot, Figma frame or short video → working frontend code
  • • Output in HTML/Tailwind, React, Vue, Svelte, Ionic or React Native
  • • Vision support for Claude 4.6, GPT-5 and Gemini 2.5

Sourcegraph Amp - Pros & Cons

Pros

  • ✓Monorepo code-graph grounding beats embedding-only competitors on large repos.
  • ✓Pass-through token pricing rewards heavy use instead of capping it.
  • ✓Shared threads across VS Code and CLI match how senior engineers actually work.

Cons

  • ✗No managed model — you bring API keys, which is friction for team buyers.
  • ✗VS Code extension is newer and less polished than the established Cody extension.
  • ✗CLI is powerful but documentation still lags the product roadmap.

Screenshot to Code - Pros & Cons

Pros

  • ✓Genuinely removes the tedious first 60% of markup from a design reference
  • ✓Self-hostable with your own API keys if you already pay for Claude or GPT
  • ✓Stack-agnostic across HTML/Tailwind, React, Vue, Svelte, Ionic and React Native
  • ✓Live preview with natural-language edits beats the round-trip of generate-then-paste

Cons

  • ✗Output still needs accessibility, semantics and responsive review before shipping
  • ✗Complex stateful components rarely come back ready — it's scaffolding, not a senior engineer
  • ✗Hosted plan bills against model usage so heavy usage can outrun the subscription value

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Review Sourcegraph AmpReview Screenshot to Code