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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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Chatbots
Research
Coding
Image
Video
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Meetings
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Productivity
Audio
Writing
Agents
Dev Platform
Data
Marketing
Education
Fireflies
A
Rows
A
Elicit
S
Replicate
S
TaglineSales-focused meeting AI with CRM integration.Spreadsheets with AI + live integrations baked in.AI research assistant for academic literature.Run any open-source AI model with an API call.
CategoryMeetingsDataResearchDev Platform
PricingFree + $10-$19/user/moFree + $19-$89/user/moFree + $12-$42/moPay per second of compute
Best forSales teams, customer success, anyone running many discovery calls.Ops teams, marketers, anyone building dashboards from multiple sources.Grad students, researchers, anyone doing literature reviews.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • 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
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Academic-only
  • Can hallucinate citations — verify everything
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictA-tier for sales teams. B-tier for solo users.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for academic research. Nothing else comes close for systematic reviews.S-tier for open-source model APIs. The default in this space.
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