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TaglineBuild a full app from a prompt. Stripe-ready.Modern data notebook with Magic AI assistant.Google's answer. Best integrated with Workspace + free for a lot.Spreadsheets with AI + live integrations baked in.
CategoryDesignDataChatbotsData
PricingFree + $25-$100/moFree + $28+/user/moFree + $20/mo Advanced (bundled with 2TB Drive)Free + $19-$89/user/mo
Best forNon-devs + solopreneurs shipping MVPs.Data teams at startups + enterprises.Anyone already on Google, research tasks, summarizing long documents.Ops teams, marketers, anyone building dashboards from multiple sources.
Strengths
  • Generates full apps + DB + auth
  • Good for non-developers
  • Ships faster than hand-coding
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
Weaknesses
  • Complexity ceiling
  • Can generate brittle code
  • Overkill for casual users
  • Enterprise pricing
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
Kai's verdictA-tier. The strongest 'no-code' AI builder right now. Great for founder MVPs.A-tier for data teams. S-tier if you already live in SQL + Python.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.
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