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TaglineModern data notebook with Magic AI assistant.Open-source VS Code agent. Reads + writes + runs.Run any open-source AI model with an API call.Build a full app from a prompt. Stripe-ready.
CategoryDataCodingDev PlatformDesign
PricingFree + $28+/user/moFree (open source) + your API costsPay per second of computeFree + $25-$100/mo
Best forData teams at startups + enterprises.VS Code users who want agentic coding without changing IDEs.Developers using open-source models (Flux, SDXL, Whisper, etc).Non-devs + solopreneurs shipping MVPs.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Free extension for VS Code
  • Plan + Act modes
  • Model-agnostic (Claude, GPT, local)
  • Sees terminal output and iterates
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Generates full apps + DB + auth
  • Good for non-developers
  • Ships faster than hand-coding
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Can burn tokens fast if not watched
  • Less polished than Cursor
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Complexity ceiling
  • Can generate brittle code
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. Best free agentic option in VS Code. Use with Claude for best results.S-tier for open-source model APIs. The default in this space.A-tier. The strongest 'no-code' AI builder right now. Great for founder MVPs.
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