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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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Chatbots
Research
Coding
Image
Video
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Productivity
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Agents
Dev Platform
Data
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DALL-E 3
B
ChatGPT Operator
B
Fathom
S
Manus
S
TaglineOpenAI's image model. Built into ChatGPT Plus.OpenAI's browser agent. Clicks and types on websites for you.Meeting notes, free forever for individuals.Autonomous AI agent that actually finishes tasks.
CategoryImageAgentsMeetingsAgents
PricingIncluded with ChatGPT Plus $20/moIncluded with ChatGPT Pro $200/moFree for individuals + $15-$29/user/mo teamsFree tier + $39-$199/mo
Best forChatGPT Plus users who want images without paying extra.Power users willing to pay $200/mo for a browser bot.Solo operators, freelancers, small teams on a budget.People who want to hand off tasks entirely — trip planning, research, spreadsheet building.
Strengths
  • Excellent prompt understanding
  • Built into ChatGPT — no extra subscription
  • Good at composition + concepts
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • General-purpose agent — research, book, build, analyze
  • Parallel task execution
  • Web browsing + file creation + coding
Weaknesses
  • Aesthetic ceiling below Midjourney + Ideogram
  • Text rendering worse than Ideogram
  • No fine control
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Bot-joining model
  • Team features gated
  • Still hit-or-miss on complex multi-hour tasks
  • Can burn credits fast
Kai's verdictB-tier standalone, A-tier value if you already pay ChatGPT. Don't pay for it separately.B-tier. Still early. Manus is more flexible for less money.S-tier for solo + free. The best free option, hands down.S-tier in the agent category. The first one I'd give to a non-technical friend.
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