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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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Research
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Meetings
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Data
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Julius
S
Perplexity
S
ChatGPT Operator
B
Figma AI
A
TaglineChat with your data. Upload a CSV, ask questions, get charts.AI search done right. Cited answers, not chat theater.OpenAI's browser agent. Clicks and types on websites for you.AI features baked into the design tool you already use.
CategoryDataResearchAgentsDesign
PricingFree + $20-$65/moFree + $20/mo ProIncluded with ChatGPT Pro $200/moIncluded with Figma plans
Best forAnalysts, founders, anyone with a spreadsheet + a question.Replacing Google for any question where you want a cited answer in seconds.Power users willing to pay $200/mo for a browser bot.Designers already on Figma.
Strengths
  • Handles complex CSVs + spreadsheets
  • Generates real Python analysis + charts
  • No technical setup
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • 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
Weaknesses
  • File size limits
  • Can hallucinate on messy data
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Features vary by plan + region
  • Still rolling out
Kai's verdictS-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.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.
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