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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
Runway
S
Galileo AI
B
Hex
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.The pro's AI video tool. Gen-4 is the current bar.Prompt to UI design. Figma-ready outputs.Modern data notebook with Magic AI assistant.
CategoryAgentsVideoDesignData
PricingIncluded with ChatGPT Pro $200/moFree + $15-$95/moFree trial + paid plansFree + $28+/user/mo
Best forPower users willing to pay $200/mo for a browser bot.Marketing video, pitch decks, b-roll, creative shorts.Designers brainstorming first drafts.Data teams at startups + enterprises.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Most mature video workflow
  • Character consistency via Act-One
  • Gen-4 quality is production-grade
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Expensive at scale
  • Still needs post-editing
  • Output needs designer polish
  • Pricing unclear / changes often
  • Overkill for casual users
  • Enterprise pricing
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier. Market leader with reason. Start here for serious video.B-tier. Useful for first drafts. v0 is the better bet for shipping code.A-tier for data teams. S-tier if you already live in SQL + Python.
LinkOpen →Open →Open →Open →