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Hex
A
Fathom
S
Perplexity
S
Groq
S
TaglineModern data notebook with Magic AI assistant.Meeting notes, free forever for individuals.AI search done right. Cited answers, not chat theater.The fastest AI inference in the world. Crazy low latency.
CategoryDataMeetingsResearchDev Platform
PricingFree + $28+/user/moFree for individuals + $15-$29/user/mo teamsFree + $20/mo ProFree tier + pay-as-you-go API
Best forData teams at startups + enterprises.Solo operators, freelancers, small teams on a budget.Replacing Google for any question where you want a cited answer in seconds.Developers who need sub-100ms LLM responses.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Bot-joining model
  • Team features gated
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.S-tier for solo + free. The best free option, hands down.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.S-tier for speed. When latency is the product, start here.
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