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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
Replicate
S
Duolingo Max
A
Rows
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Run any open-source AI model with an API call.Duolingo + AI. Explain My Answer + Roleplay features.Spreadsheets with AI + live integrations baked in.
CategoryAgentsDev PlatformEducationData
PricingIncluded with ChatGPT Pro $200/moPay per second of compute$30/mo (or ~$168/yr)Free + $19-$89/user/mo
Best forPower users willing to pay $200/mo for a browser bot.Developers using open-source models (Flux, SDXL, Whisper, etc).Language learners who've outgrown basic Duolingo.Ops teams, marketers, anyone building dashboards from multiple sources.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • Explain My Answer = personal tutor for every mistake
  • Roleplay = real conversation practice
  • Gamification that actually sticks
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Pricey vs free Duolingo
  • Conversation AI still stiff sometimes
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier for open-source model APIs. The default in this space.A-tier. If you already love Duolingo, worth it. If starting fresh, try ChatGPT Voice instead.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.
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