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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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Hex
A
ChatGPT Operator
B
Figma AI
A
NotebookLM
S
TaglineModern data notebook with Magic AI assistant.OpenAI's browser agent. Clicks and types on websites for you.AI features baked into the design tool you already use.Google's research notebook. Turns your docs into a podcast.
CategoryDataAgentsDesignResearch
PricingFree + $28+/user/moIncluded with ChatGPT Pro $200/moIncluded with Figma plansFree
Best forData teams at startups + enterprises.Power users willing to pay $200/mo for a browser bot.Designers already on Figma.Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • First drafts with Make Designs
  • Rename/rearrange layers automatically
  • Natural language asset search
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Features vary by plan + region
  • Still rolling out
  • Google-only
  • Can be slow on large corpora
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.B-tier. Still early. Manus is more flexible for less money.A-tier. No reason not to use it if you're on Figma. Not worth switching for.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
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