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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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ChatGPT Operator
B
GitHub Copilot
B
Bolt.new (StackBlitz)
A
Elicit
S
TaglineOpenAI's browser agent. Clicks and types on websites for you.Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Prompt to deployed full-stack app in the browser.AI research assistant for academic literature.
Categoryagentscodingcodingresearch
PricingIncluded with ChatGPT Pro $200/moFree (limited) + $10/mo Pro + $19/mo BusinessFree + $20-$200/moFree + $12-$42/mo
Best forPower users willing to pay $200/mo for a browser bot.Teams with GitHub already. Devs who don't want to change IDEs.PMs, founders, non-devs shipping MVPs.Grad students, researchers, anyone doing literature reviews.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Full-stack generation + live preview
  • Deploy to Netlify in one click
  • Works in-browser — no install
  • 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
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Quality ceiling for complex apps
  • Can get into loops for non-trivial bugs
  • Academic-only
  • Can hallucinate citations — verify everything
Kai's verdictB-tier. Still early. Manus is more flexible for less money.B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.A-tier. Best for fast prototypes. Competitive with Lovable — try both.S-tier for academic research. Nothing else comes close for systematic reviews.
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