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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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Coding
Agents
Research
Chatbots
Image
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Audio
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Dev Platform
Data
Marketing
Education
NotebookLM
S
ChatGPT Operator
B
Figma AI
A
Perplexity
S
TaglineGoogle's research notebook. Turns your docs into a podcast.OpenAI's browser agent. Clicks and types on websites for you.AI features baked into the design tool you already use.AI search done right. Cited answers, not chat theater.
CategoryResearchAgentsDesignResearch
PricingFreeIncluded with ChatGPT Pro $200/moIncluded with Figma plansFree + $20/mo Pro
Best forStudents, researchers, anyone with a stack of PDFs or a topic to learn.Power users willing to pay $200/mo for a browser bot.Designers already on Figma.Replacing Google for any question where you want a cited answer in seconds.
Strengths
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
  • 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
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
Weaknesses
  • Google-only
  • Can be slow on large corpora
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Features vary by plan + region
  • Still rolling out
  • Not a general chatbot
  • Answers can be shallow on complex topics
Kai's verdictS-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.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 search. I use it before Google now. If you're still Googling everything, try this for a week.
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