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TaglineModern data notebook with Magic AI assistant.Cognition Labs' autonomous coding engineer.The fastest AI inference in the world. Crazy low latency.
CategoryDataAgentsDev Platform
PricingFree + $28+/user/mo$500/moFree tier + pay-as-you-go API
Best forData teams at startups + enterprises.Engineering teams offloading tickets. Ops/platform work.Developers who need sub-100ms LLM responses.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier for speed. When latency is the product, start here.
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