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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
Galileo AI
B
Ideogram
S
Devin
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Prompt to UI design. Figma-ready outputs.The one that actually gets text in images right.Cognition Labs' autonomous coding engineer.
CategoryAgentsDesignImageAgents
PricingIncluded with ChatGPT Pro $200/moFree trial + paid plansFree + $8/mo + $20/mo + $60/mo$500/mo
Best forPower users willing to pay $200/mo for a browser bot.Designers brainstorming first drafts.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
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
  • 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
  • Output needs designer polish
  • Pricing unclear / changes often
  • 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.B-tier. Useful for first drafts. v0 is the better bet for shipping code.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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