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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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Hex
A
Fireflies
A
Fathom
S
Replicate
S
TaglineModern data notebook with Magic AI assistant.Sales-focused meeting AI with CRM integration.Meeting notes, free forever for individuals.Run any open-source AI model with an API call.
CategoryDataMeetingsMeetingsDev Platform
PricingFree + $28+/user/moFree + $10-$19/user/moFree for individuals + $15-$29/user/mo teamsPay per second of compute
Best forData teams at startups + enterprises.Sales teams, customer success, anyone running many discovery calls.Solo operators, freelancers, small teams on a budget.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • Bot-joining model
  • Team features gated
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier for sales teams. B-tier for solo users.S-tier for solo + free. The best free option, hands down.S-tier for open-source model APIs. The default in this space.
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