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