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Hex
A
ChatGPT Operator
B
Claude
S
Perplexity
S
TaglineModern data notebook with Magic AI assistant.OpenAI's browser agent. Clicks and types on websites for you.Anthropic's flagship — best reasoning + longest useful context.AI search done right. Cited answers, not chat theater.
Categorydataagentschatresearch
PricingFree + $28+/user/moIncluded with ChatGPT Pro $200/moFree + $20/mo Pro + team/enterpriseFree + $20/mo Pro
Best forData teams at startups + enterprises.Power users willing to pay $200/mo for a browser bot.Long writing, code, careful thinking, documents over 50 pages.Replacing Google for any question where you want a cited answer in seconds.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Best-in-class writing + nuanced reasoning
  • 1M context on Opus
  • Artifacts for code/docs
  • Lowest hallucination rate in my testing
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Image generation is weak
  • No native web search on all tiers
  • Not a general chatbot
  • Answers can be shallow on complex topics
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.B-tier. Still early. Manus is more flexible for less money.S-tier for reasoning and writing. If you only pay for one chatbot, pay for this one — especially for long work.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.
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