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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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Coding
Agents
Research
Chatbots
Image
Video
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Meetings
Design
Productivity
Audio
Writing
Dev Platform
Data
Marketing
Education
Rows
A
Fireflies
A
Elicit
S
Claude
S
TaglineSpreadsheets with AI + live integrations baked in.Sales-focused meeting AI with CRM integration.AI research assistant for academic literature.Anthropic's flagship — best reasoning + longest useful context.
CategoryDataMeetingsResearchChatbots
PricingFree + $19-$89/user/moFree + $10-$19/user/moFree + $12-$42/moFree + $20/mo Pro + team/enterprise
Best forOps teams, marketers, anyone building dashboards from multiple sources.Sales teams, customer success, anyone running many discovery calls.Grad students, researchers, anyone doing literature reviews.Long writing, code, careful thinking, documents over 50 pages.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Best-in-class writing + nuanced reasoning
  • 1M context on Opus
  • Artifacts for code/docs
  • Lowest hallucination rate in my testing
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • Academic-only
  • Can hallucinate citations — verify everything
  • Image generation is weak
  • No native web search on all tiers
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.A-tier for sales teams. B-tier for solo users.S-tier for academic research. Nothing else comes close for systematic reviews.S-tier for reasoning and writing. If you only pay for one chatbot, pay for this one — especially for long work.
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