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Elicit
S
Rows
A
Gamma
A
ChatGPT Operator
B
TaglineAI research assistant for academic literature.Spreadsheets with AI + live integrations baked in.AI slide decks that don't look AI-generated.OpenAI's browser agent. Clicks and types on websites for you.
CategoryResearchDataProductivityAgents
PricingFree + $12-$42/moFree + $19-$89/user/moFree + $10-$20/moIncluded with ChatGPT Pro $200/mo
Best forGrad students, researchers, anyone doing literature reviews.Ops teams, marketers, anyone building dashboards from multiple sources.Pitch decks, proposals, internal presentations — fast.Power users willing to pay $200/mo for a browser bot.
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
  • Strong templates
  • Decks, docs, webpages
  • Doesn't look generic
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
Weaknesses
  • Academic-only
  • Can hallucinate citations — verify everything
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Locked into Gamma's format
  • Export quality varies
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
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.A-tier. Best of a boring category. Use it for first drafts, then edit in Keynote if high-stakes.B-tier. Still early. Manus is more flexible for less money.
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