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TaglineModern data notebook with Magic AI assistant.AI search done right. Cited answers, not chat theater.The fastest AI inference in the world. Crazy low latency.AI-powered networked notes. Roam with a brain.
CategoryDataResearchDev PlatformProductivity
PricingFree + $28+/user/moFree + $20/mo ProFree tier + pay-as-you-go API$10/mo
Best forData teams at startups + enterprises.Replacing Google for any question where you want a cited answer in seconds.Developers who need sub-100ms LLM responses.Knowledge workers + thinkers who want AI in their second brain.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • AI auto-links related notes
  • Generates backlinks + summaries
  • Clean, minimal UX
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Expensive for just notes
  • Smaller community than Obsidian
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.S-tier for speed. When latency is the product, start here.A-tier. Niche but beloved. If you've outgrown Notion, try this.
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