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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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Dev Platform
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Image
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Meetings
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Data
Marketing
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Groq
S
Fathom
S
Hex
A
DALL-E 3
B
TaglineThe fastest AI inference in the world. Crazy low latency.Meeting notes, free forever for individuals.Modern data notebook with Magic AI assistant.OpenAI's image model. Built into ChatGPT Plus.
CategoryDev PlatformMeetingsDataImage
PricingFree tier + pay-as-you-go APIFree for individuals + $15-$29/user/mo teamsFree + $28+/user/moIncluded with ChatGPT Plus $20/mo
Best forDevelopers who need sub-100ms LLM responses.Solo operators, freelancers, small teams on a budget.Data teams at startups + enterprises.ChatGPT Plus users who want images without paying extra.
Strengths
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Excellent prompt understanding
  • Built into ChatGPT — no extra subscription
  • Good at composition + concepts
Weaknesses
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Bot-joining model
  • Team features gated
  • Overkill for casual users
  • Enterprise pricing
  • Aesthetic ceiling below Midjourney + Ideogram
  • Text rendering worse than Ideogram
  • No fine control
Kai's verdictS-tier for speed. When latency is the product, start here.S-tier for solo + free. The best free option, hands down.A-tier for data teams. S-tier if you already live in SQL + Python.B-tier standalone, A-tier value if you already pay ChatGPT. Don't pay for it separately.
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