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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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Rows
A
Hex
A
ChatGPT Operator
B
Le Chat (Mistral)
B
TaglineSpreadsheets with AI + live integrations baked in.Modern data notebook with Magic AI assistant.OpenAI's browser agent. Clicks and types on websites for you.French alternative. Fast, European, privacy-focused.
Categorydatadataagentschat
PricingFree + $19-$89/user/moFree + $28+/user/moIncluded with ChatGPT Pro $200/moFree + $15/mo Pro
Best forOps teams, marketers, anyone building dashboards from multiple sources.Data teams at startups + enterprises.Power users willing to pay $200/mo for a browser bot.European users with data residency needs. Fans of open-weight models.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • 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
  • European data residency
  • Very fast responses
  • Open-weight Mistral models available
  • Good French/European languages
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Overkill for casual users
  • Enterprise pricing
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Smaller capability gap vs frontier models
  • Less polished UX
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.A-tier for data teams. S-tier if you already live in SQL + Python.B-tier. Still early. Manus is more flexible for less money.B-tier overall, A-tier if GDPR/data residency matters. Solid backup option.
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