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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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Devin
A
Adobe Firefly
A
Udio
A
TaglineCognition Labs' autonomous coding engineer.Commercially safe image gen, deeply integrated with Photoshop.Suno's main rival. Often better on instrumental nuance.
CategoryAgentsImageAudio
Pricing$500/moFree + included with Creative CloudFree + $10-$30/mo
Best forEngineering teams offloading tickets. Ops/platform work.Anyone in Creative Cloud. Brands that need copyright clarity.Musicians comparing AI outputs. Anyone who didn't click with Suno.
Strengths
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Strong instrumentals + genre fidelity
  • Extend/remix features
  • Good lyric understanding
Weaknesses
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Same copyright gray zone as Suno
  • Ecosystem smaller
Kai's verdictA-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier. Genuinely different vibe from Suno — worth trying both for a month.
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