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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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Elicit
S
Rows
A
Galileo AI
B
Gemini
A
TaglineAI research assistant for academic literature.Spreadsheets with AI + live integrations baked in.Prompt to UI design. Figma-ready outputs.Google's answer. Best integrated with Workspace + free for a lot.
CategoryResearchDataDesignChatbots
PricingFree + $12-$42/moFree + $19-$89/user/moFree trial + paid plansFree + $20/mo Advanced (bundled with 2TB Drive)
Best forGrad students, researchers, anyone doing literature reviews.Ops teams, marketers, anyone building dashboards from multiple sources.Designers brainstorming first drafts.Anyone already on Google, research tasks, summarizing long documents.
Strengths
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • 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
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
Weaknesses
  • Academic-only
  • Can hallucinate citations — verify everything
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Output needs designer polish
  • Pricing unclear / changes often
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
Kai's verdictS-tier for academic research. Nothing else comes close for systematic reviews.A-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.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.
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