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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
Audio
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Agents
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Image
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Meetings
Design
Productivity
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Data
Marketing
Education
ChatGPT Operator
B
Khanmigo
S
DALL-E 3
B
Hex
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Khan Academy's AI tutor. Socratic method, built for learning.OpenAI's image model. Built into ChatGPT Plus.Modern data notebook with Magic AI assistant.
CategoryAgentsEducationImageData
PricingIncluded with ChatGPT Pro $200/mo$4/mo (free for teachers)Included with ChatGPT Plus $20/moFree + $28+/user/mo
Best forPower users willing to pay $200/mo for a browser bot.Students K-12. Parents helping with homework. Teachers prepping lessons.ChatGPT Plus users who want images without paying extra.Data teams at startups + enterprises.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Socratic — doesn't give answers, asks questions
  • Trusted by schools + parents
  • Integrated with Khan Academy curriculum
  • Excellent prompt understanding
  • Built into ChatGPT — no extra subscription
  • Good at composition + concepts
  • 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
  • K-12 focus (not deep for adults)
  • Slower than general chatbots
  • Aesthetic ceiling below Midjourney + Ideogram
  • Text rendering worse than Ideogram
  • No fine control
  • Overkill for casual users
  • Enterprise pricing
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier for kids learning. The tutoring UX is legit — not a generic chatbot dressed up.B-tier standalone, A-tier value if you already pay ChatGPT. Don't pay for it separately.A-tier for data teams. S-tier if you already live in SQL + Python.
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