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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
Fathom
S
Ideogram
S
Devin
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Meeting notes, free forever for individuals.The one that actually gets text in images right.Cognition Labs' autonomous coding engineer.
Categoryagentsmeetingimageagents
PricingIncluded with ChatGPT Pro $200/moFree for individuals + $15-$29/user/mo teamsFree + $8/mo + $20/mo + $60/mo$500/mo
Best forPower users willing to pay $200/mo for a browser bot.Solo operators, freelancers, small teams on a budget.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
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • 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
  • Bot-joining model
  • Team features gated
  • 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.S-tier for solo + free. The best free option, hands down.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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