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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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Rows
A
Galileo AI
B
Elicit
S
Claude Code
S
TaglineSpreadsheets with AI + live integrations baked in.Prompt to UI design. Figma-ready outputs.AI research assistant for academic literature.Anthropic's CLI agent. Opus-powered, operates on your repo directly.
CategoryDataDesignResearchCoding
PricingFree + $19-$89/user/moFree trial + paid plansFree + $12-$42/moPart of Claude Pro/Max/Team plans
Best forOps teams, marketers, anyone building dashboards from multiple sources.Designers brainstorming first drafts.Grad students, researchers, anyone doing literature reviews.Developers who want an agent, not autocomplete. Large refactors, tests, docs.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Output needs designer polish
  • Pricing unclear / changes often
  • Academic-only
  • Can hallucinate citations — verify everything
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.B-tier. Useful for first drafts. v0 is the better bet for shipping code.S-tier for academic research. Nothing else comes close for systematic reviews.S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.
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