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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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Dev Platform
Agents
Voice
Video
Audio
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Chatbots
Image
Meetings
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Productivity
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Data
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ChatGPT Operator
B
Julius
S
Galileo AI
B
Sora
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Chat with your data. Upload a CSV, ask questions, get charts.Prompt to UI design. Figma-ready outputs.OpenAI's video model. Long clips, cinematic quality.
CategoryAgentsDataDesignVideo
PricingIncluded with ChatGPT Pro $200/moFree + $20-$65/moFree trial + paid plansIncluded with ChatGPT Plus/Pro
Best forPower users willing to pay $200/mo for a browser bot.Analysts, founders, anyone with a spreadsheet + a question.Designers brainstorming first drafts.ChatGPT subscribers experimenting with cinematic shots.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Handles complex CSVs + spreadsheets
  • Generates real Python analysis + charts
  • No technical setup
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
  • Up to 20-sec clips at 1080p
  • Strong physics + scene composition
  • Storyboard feature for longer narratives
  • Remix existing videos
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • File size limits
  • Can hallucinate on messy data
  • Output needs designer polish
  • Pricing unclear / changes often
  • Stricter content policy than competitors
  • Hit-or-miss on complex motion
  • Text-in-video still struggles
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds.B-tier. Useful for first drafts. v0 is the better bet for shipping code.A-tier. Amazing when it works, frustrating when it doesn't. Runway still more reliable for pros.
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