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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
Perplexity
S
Framer
A
Fathom
S
TaglineModern data notebook with Magic AI assistant.AI search done right. Cited answers, not chat theater.Design + publish sites with AI assists built in.Meeting notes, free forever for individuals.
CategoryDataResearchDesignMeetings
PricingFree + $28+/user/moFree + $20/mo ProFree + $5-$30/moFree for individuals + $15-$29/user/mo teams
Best forData teams at startups + enterprises.Replacing Google for any question where you want a cited answer in seconds.Designers shipping marketing sites without engineers.Solo operators, freelancers, small teams on a budget.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • AI generates sections + copy + layouts
  • Designer-first publishing (not just templates)
  • Great animations
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Less flexible than raw code
  • Pricing per-site adds up
  • Bot-joining model
  • Team features gated
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.A-tier for designer-led sites. S-tier if animations matter.S-tier for solo + free. The best free option, hands down.
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