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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
Groq
S
Perplexity
S
DALL-E 3
B
TaglineModern data notebook with Magic AI assistant.The fastest AI inference in the world. Crazy low latency.AI search done right. Cited answers, not chat theater.OpenAI's image model. Built into ChatGPT Plus.
CategoryDataDev PlatformResearchImage
PricingFree + $28+/user/moFree tier + pay-as-you-go APIFree + $20/mo ProIncluded with ChatGPT Plus $20/mo
Best forData teams at startups + enterprises.Developers who need sub-100ms LLM responses.Replacing Google for any question where you want a cited answer in seconds.ChatGPT Plus users who want images without paying extra.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Excellent prompt understanding
  • Built into ChatGPT — no extra subscription
  • Good at composition + concepts
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Aesthetic ceiling below Midjourney + Ideogram
  • Text rendering worse than Ideogram
  • No fine control
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.S-tier for speed. When latency is the product, start here.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.B-tier standalone, A-tier value if you already pay ChatGPT. Don't pay for it separately.
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