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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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Galileo AI
B
Rows
A
Elicit
S
Gemini
A
TaglinePrompt to UI design. Figma-ready outputs.Spreadsheets with AI + live integrations baked in.AI research assistant for academic literature.Google's answer. Best integrated with Workspace + free for a lot.
CategoryDesignDataResearchChatbots
PricingFree trial + paid plansFree + $19-$89/user/moFree + $12-$42/moFree + $20/mo Advanced (bundled with 2TB Drive)
Best forDesigners brainstorming first drafts.Ops teams, marketers, anyone building dashboards from multiple sources.Grad students, researchers, anyone doing literature reviews.Anyone already on Google, research tasks, summarizing long documents.
Strengths
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
Weaknesses
  • Output needs designer polish
  • Pricing unclear / changes often
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Academic-only
  • Can hallucinate citations — verify everything
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
Kai's verdictB-tier. Useful for first drafts. v0 is the better bet for shipping code.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for academic research. Nothing else comes close for systematic reviews.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.
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