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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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Hex
A
Bolt.new (StackBlitz)
A
GitHub Copilot
B
Galileo AI
B
TaglineModern data notebook with Magic AI assistant.Prompt to deployed full-stack app in the browser.Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Prompt to UI design. Figma-ready outputs.
CategoryDataCodingCodingDesign
PricingFree + $28+/user/moFree + $20-$200/moFree (limited) + $10/mo Pro + $19/mo BusinessFree trial + paid plans
Best forData teams at startups + enterprises.PMs, founders, non-devs shipping MVPs.Teams with GitHub already. Devs who don't want to change IDEs.Designers brainstorming first drafts.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Full-stack generation + live preview
  • Deploy to Netlify in one click
  • Works in-browser — no install
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Quality ceiling for complex apps
  • Can get into loops for non-trivial bugs
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Output needs designer polish
  • Pricing unclear / changes often
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. Best for fast prototypes. Competitive with Lovable — try both.B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.B-tier. Useful for first drafts. v0 is the better bet for shipping code.
LinkOpen →Open →Open →Open →