Sourcegraph Amp vs Screenshot to Code
Detailed side-by-side comparison to help you choose the right tool
Sourcegraph Amp
🔴DeveloperAI 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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CustomScreenshot to Code
🟡Low CodeAI 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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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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