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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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Adobe Firefly
A
Claude Code
S
Stable Audio
A
Devin
A
TaglineCommercially safe image gen, deeply integrated with Photoshop.Anthropic's CLI agent. Opus-powered, operates on your repo directly.Stability AI's open audio model. Loops + SFX + background.Cognition Labs' autonomous coding engineer.
Categoryimagecodingaudioagents
PricingFree + included with Creative CloudPart of Claude Pro/Max/Team plansFree + $12/mo Pro + enterprise$500/mo
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Developers who want an agent, not autocomplete. Large refactors, tests, docs.Game developers, podcasters needing SFX, video creators needing background music.Engineering teams offloading tickets. Ops/platform work.
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
  • Open-weight model available
  • Great for loops + game audio + SFX
  • Commercial-use clarity
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
  • Not for full songs with vocals
  • Shorter generation limits
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.A-tier for its niche. Different use case than Suno — SFX and loops, not songs.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.
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