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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
Elicit
S
Fireflies
A
Manus
S
TaglineSpreadsheets with AI + live integrations baked in.AI research assistant for academic literature.Sales-focused meeting AI with CRM integration.Autonomous AI agent that actually finishes tasks.
CategoryDataResearchMeetingsAgents
PricingFree + $19-$89/user/moFree + $12-$42/moFree + $10-$19/user/moFree tier + $39-$199/mo
Best forOps teams, marketers, anyone building dashboards from multiple sources.Grad students, researchers, anyone doing literature reviews.Sales teams, customer success, anyone running many discovery calls.People who want to hand off tasks entirely — trip planning, research, spreadsheet building.
Strengths
  • 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
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • General-purpose agent — research, book, build, analyze
  • Parallel task execution
  • Web browsing + file creation + coding
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Academic-only
  • Can hallucinate citations — verify everything
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • Still hit-or-miss on complex multi-hour tasks
  • Can burn credits fast
Kai's verdictA-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 for sales teams. B-tier for solo users.S-tier in the agent category. The first one I'd give to a non-technical friend.
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