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Fathom
S
Groq
S
Hex
A
Elicit
S
TaglineMeeting notes, free forever for individuals.The fastest AI inference in the world. Crazy low latency.Modern data notebook with Magic AI assistant.AI research assistant for academic literature.
CategoryMeetingsDev PlatformDataResearch
PricingFree for individuals + $15-$29/user/mo teamsFree tier + pay-as-you-go APIFree + $28+/user/moFree + $12-$42/mo
Best forSolo operators, freelancers, small teams on a budget.Developers who need sub-100ms LLM responses.Data teams at startups + enterprises.Grad students, researchers, anyone doing literature reviews.
Strengths
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
Weaknesses
  • Bot-joining model
  • Team features gated
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Overkill for casual users
  • Enterprise pricing
  • Academic-only
  • Can hallucinate citations — verify everything
Kai's verdictS-tier for solo + free. The best free option, hands down.S-tier for speed. When latency is the product, start here.A-tier for data teams. S-tier if you already live in SQL + Python.S-tier for academic research. Nothing else comes close for systematic reviews.
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