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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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Meetings
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Dev Platform
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Fathom
S
Julius
S
Rows
A
Replicate
S
TaglineMeeting notes, free forever for individuals.Chat with your data. Upload a CSV, ask questions, get charts.Spreadsheets with AI + live integrations baked in.Run any open-source AI model with an API call.
CategoryMeetingsDataDataDev Platform
PricingFree for individuals + $15-$29/user/mo teamsFree + $20-$65/moFree + $19-$89/user/moPay per second of compute
Best forSolo operators, freelancers, small teams on a budget.Analysts, founders, anyone with a spreadsheet + a question.Ops teams, marketers, anyone building dashboards from multiple sources.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Handles complex CSVs + spreadsheets
  • Generates real Python analysis + charts
  • No technical setup
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Bot-joining model
  • Team features gated
  • File size limits
  • Can hallucinate on messy data
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictS-tier for solo + free. The best free option, hands down.S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for open-source model APIs. The default in this space.
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