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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
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Video
Audio
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Image
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ChatGPT Operator
B
Elicit
S
Lex
A
Groq
S
TaglineOpenAI's browser agent. Clicks and types on websites for you.AI research assistant for academic literature.Google Docs with an AI collaborator baked in.The fastest AI inference in the world. Crazy low latency.
CategoryAgentsResearchWritingDev Platform
PricingIncluded with ChatGPT Pro $200/moFree + $12-$42/moFree + $12/moFree tier + pay-as-you-go API
Best forPower users willing to pay $200/mo for a browser bot.Grad students, researchers, anyone doing literature reviews.Essays, long-form drafts, thinking on the page.Developers who need sub-100ms LLM responses.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Clean writing UX — distraction-free
  • +++ prompt triggers AI help
  • Collaboration + AI feedback together
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Academic-only
  • Can hallucinate citations — verify everything
  • Less feature-rich than Google Docs
  • AI ceiling below dedicated tools
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier for academic research. Nothing else comes close for systematic reviews.A-tier. Beautiful UX. The writing app I'd pick if I only wrote long-form.S-tier for speed. When latency is the product, start here.
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