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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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ChatGPT Operator
B
Udio
A
Adobe Firefly
A
Rows
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Suno's main rival. Often better on instrumental nuance.Commercially safe image gen, deeply integrated with Photoshop.Spreadsheets with AI + live integrations baked in.
Categoryagentsaudioimagedata
PricingIncluded with ChatGPT Pro $200/moFree + $10-$30/moFree + included with Creative CloudFree + $19-$89/user/mo
Best forPower users willing to pay $200/mo for a browser bot.Musicians comparing AI outputs. Anyone who didn't click with Suno.Anyone in Creative Cloud. Brands that need copyright clarity.Ops teams, marketers, anyone building dashboards from multiple sources.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Strong instrumentals + genre fidelity
  • Extend/remix features
  • Good lyric understanding
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Same copyright gray zone as Suno
  • Ecosystem smaller
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
Kai's verdictB-tier. Still early. Manus is more flexible for less money.A-tier. Genuinely different vibe from Suno — worth trying both for a month.S-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.
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