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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
Devin
A
Adobe Firefly
A
Manus
S
TaglineOpenAI's browser agent. Clicks and types on websites for you.Cognition Labs' autonomous coding engineer.Commercially safe image gen, deeply integrated with Photoshop.Autonomous AI agent that actually finishes tasks.
CategoryAgentsAgentsImageAgents
PricingIncluded with ChatGPT Pro $200/mo$500/moFree + included with Creative CloudFree tier + $39-$199/mo
Best forPower users willing to pay $200/mo for a browser bot.Engineering teams offloading tickets. Ops/platform work.Anyone in Creative Cloud. Brands that need copyright clarity.People who want to hand off tasks entirely — trip planning, research, spreadsheet building.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • General-purpose agent — research, book, build, analyze
  • Parallel task execution
  • Web browsing + file creation + coding
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Still hit-or-miss on complex multi-hour tasks
  • Can burn credits fast
Kai's verdictB-tier. Still early. Manus is more flexible for less money.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier in the agent category. The first one I'd give to a non-technical friend.
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