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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
Figma AI
A
ChatGPT Operator
B
NotebookLM
S
TaglineModern data notebook with Magic AI assistant.AI features baked into the design tool you already use.OpenAI's browser agent. Clicks and types on websites for you.Google's research notebook. Turns your docs into a podcast.
CategoryDataDesignAgentsResearch
PricingFree + $28+/user/moIncluded with Figma plansIncluded with ChatGPT Pro $200/moFree
Best forData teams at startups + enterprises.Designers already on Figma.Power users willing to pay $200/mo for a browser bot.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
  • First drafts with Make Designs
  • Rename/rearrange layers automatically
  • Natural language asset search
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • 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
  • Features vary by plan + region
  • Still rolling out
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Google-only
  • Can be slow on large corpora
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.A-tier. No reason not to use it if you're on Figma. Not worth switching for.B-tier. Still early. Manus is more flexible for less money.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
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