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TaglineModern data notebook with Magic AI assistant.Build a full app from a prompt. Stripe-ready.VS Code fork that made AI coding actually work.Run any open-source AI model with an API call.
Categorydatadesigncodingdev platform
PricingFree + $28+/user/moFree + $25-$100/moFree + $20/mo Pro + $40/mo BusinessPay per second of compute
Best forData teams at startups + enterprises.Non-devs + solopreneurs shipping MVPs.Developers. Non-developers who want to ship working code.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Generates full apps + DB + auth
  • Good for non-developers
  • Ships faster than hand-coding
  • Tab completion feels like mind-reading
  • Composer for multi-file edits
  • Runs Claude, GPT, Gemini — you pick
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Complexity ceiling
  • Can generate brittle code
  • Can feel overwhelming for non-coders
  • Expensive at scale
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. The strongest 'no-code' AI builder right now. Great for founder MVPs.S-tier for coding. If you write code of any kind, this pays back the $20 in a day.S-tier for open-source model APIs. The default in this space.
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