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TaglineModern data notebook with Magic AI assistant.Google's answer. Best integrated with Workspace + free for a lot.Spreadsheets with AI + live integrations baked in.AI-powered networked notes. Roam with a brain.
CategoryDataChatbotsDataProductivity
PricingFree + $28+/user/moFree + $20/mo Advanced (bundled with 2TB Drive)Free + $19-$89/user/mo$10/mo
Best forData teams at startups + enterprises.Anyone already on Google, research tasks, summarizing long documents.Ops teams, marketers, anyone building dashboards from multiple sources.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
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • AI auto-links related notes
  • Generates backlinks + summaries
  • Clean, minimal UX
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Expensive for just notes
  • Smaller community than Obsidian
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.A-tier. Niche but beloved. If you've outgrown Notion, try this.
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