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TaglineAI search done right. Cited answers, not chat theater.Open-source VS Code agent. Reads + writes + runs.Modern data notebook with Magic AI assistant.Run any open-source AI model with an API call.
CategoryResearchCodingDataDev Platform
PricingFree + $20/mo ProFree (open source) + your API costsFree + $28+/user/moPay per second of compute
Best forReplacing Google for any question where you want a cited answer in seconds.VS Code users who want agentic coding without changing IDEs.Data teams at startups + enterprises.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Free extension for VS Code
  • Plan + Act modes
  • Model-agnostic (Claude, GPT, local)
  • Sees terminal output and iterates
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Can burn tokens fast if not watched
  • Less polished than Cursor
  • Overkill for casual users
  • Enterprise pricing
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictS-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.A-tier. Best free agentic option in VS Code. Use with Claude for best results.A-tier for data teams. S-tier if you already live in SQL + Python.S-tier for open-source model APIs. The default in this space.
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