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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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ChatGPT Operator
B
Hex
A
Ideogram
S
Devin
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Modern data notebook with Magic AI assistant.The one that actually gets text in images right.Cognition Labs' autonomous coding engineer.
Categoryagentsdataimageagents
PricingIncluded with ChatGPT Pro $200/moFree + $28+/user/moFree + $8/mo + $20/mo + $60/mo$500/mo
Best forPower users willing to pay $200/mo for a browser bot.Data teams at startups + enterprises.Anything with text — posters, ads, album covers, slide decks.Engineering teams offloading tickets. Ops/platform work.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Best text rendering in the game
  • Strong free tier
  • Good for logos, posters, thumbnails
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Overkill for casual users
  • Enterprise pricing
  • Aesthetic ceiling below Midjourney
  • Less style variety
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
Kai's verdictB-tier. Still early. Manus is more flexible for less money.A-tier for data teams. S-tier if you already live in SQL + Python.S-tier for text-in-image. Use this for posters, Midjourney for art.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.
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