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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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Chatbots
Research
Coding
Image
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Productivity
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Agents
Dev Platform
Data
Marketing
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Perplexity
S
Julius
S
Rows
A
Adobe Firefly
A
TaglineAI search done right. Cited answers, not chat theater.Chat with your data. Upload a CSV, ask questions, get charts.Spreadsheets with AI + live integrations baked in.Commercially safe image gen, deeply integrated with Photoshop.
CategoryResearchDataDataImage
PricingFree + $20/mo ProFree + $20-$65/moFree + $19-$89/user/moFree + included with Creative Cloud
Best forReplacing Google for any question where you want a cited answer in seconds.Analysts, founders, anyone with a spreadsheet + a question.Ops teams, marketers, anyone building dashboards from multiple sources.Anyone in Creative Cloud. Brands that need copyright clarity.
Strengths
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Handles complex CSVs + spreadsheets
  • Generates real Python analysis + charts
  • No technical setup
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
Weaknesses
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • File size limits
  • Can hallucinate on messy data
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
Kai's verdictS-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier inside Photoshop (Generative Fill). B-tier standalone.
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