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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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Elicit
S
ChatGPT Operator
B
Hex
A
Raycast AI
S
TaglineAI research assistant for academic literature.OpenAI's browser agent. Clicks and types on websites for you.Modern data notebook with Magic AI assistant.Mac launcher + AI. Command-bar genius.
CategoryResearchAgentsDataProductivity
PricingFree + $12-$42/moIncluded with ChatGPT Pro $200/moFree + $28+/user/moFree (app) + $10/mo AI
Best forGrad students, researchers, anyone doing literature reviews.Power users willing to pay $200/mo for a browser bot.Data teams at startups + enterprises.Power users on Mac who type a lot.
Strengths
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Invoke AI from anywhere on Mac with a hotkey
  • Choose your model (Claude, GPT, etc.)
  • AI Commands for repeatable workflows
Weaknesses
  • Academic-only
  • Can hallucinate citations — verify everything
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Overkill for casual users
  • Enterprise pricing
  • Mac-only
  • Monthly AI sub on top of free app
Kai's verdictS-tier for academic research. Nothing else comes close for systematic reviews.B-tier. Still early. Manus is more flexible for less money.A-tier for data teams. S-tier if you already live in SQL + Python.S-tier if you're on Mac. The fastest way to get AI answers without context-switching.
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