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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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Coding
Agents
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Chatbots
Image
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Meetings
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Audio
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Dev Platform
Data
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ChatGPT Operator
B
DALL-E 3
B
Groq
S
Elicit
S
TaglineOpenAI's browser agent. Clicks and types on websites for you.OpenAI's image model. Built into ChatGPT Plus.The fastest AI inference in the world. Crazy low latency.AI research assistant for academic literature.
CategoryAgentsImageDev PlatformResearch
PricingIncluded with ChatGPT Pro $200/moIncluded with ChatGPT Plus $20/moFree tier + pay-as-you-go APIFree + $12-$42/mo
Best forPower users willing to pay $200/mo for a browser bot.ChatGPT Plus users who want images without paying extra.Developers who need sub-100ms LLM responses.Grad students, researchers, anyone doing literature reviews.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Excellent prompt understanding
  • Built into ChatGPT — no extra subscription
  • Good at composition + concepts
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Aesthetic ceiling below Midjourney + Ideogram
  • Text rendering worse than Ideogram
  • No fine control
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Academic-only
  • Can hallucinate citations — verify everything
Kai's verdictB-tier. Still early. Manus is more flexible for less money.B-tier standalone, A-tier value if you already pay ChatGPT. Don't pay for it separately.S-tier for speed. When latency is the product, start here.S-tier for academic research. Nothing else comes close for systematic reviews.
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