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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
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Stable Audio
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Aider
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Rows
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TaglineCommercially safe image gen, deeply integrated with Photoshop.Stability AI's open audio model. Loops + SFX + background.Terminal-based AI pair programmer. Git-aware, model-flexible.Spreadsheets with AI + live integrations baked in.
CategoryImageAudioCodingData
PricingFree + included with Creative CloudFree + $12/mo Pro + enterpriseFree (open source) + whatever API you useFree + $19-$89/user/mo
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Game developers, podcasters needing SFX, video creators needing background music.Developers who want open-source tooling with full control.Ops teams, marketers, anyone building dashboards from multiple sources.
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Open-weight model available
  • Great for loops + game audio + SFX
  • Commercial-use clarity
  • Works in any terminal
  • Auto-commits changes with meaningful messages
  • Works with any model (Claude, GPT, local)
  • Minimal learning curve
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Not for full songs with vocals
  • Shorter generation limits
  • Terminal-only
  • Less agentic than Claude Code
  • Setup on Windows is fiddly
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier for its niche. Different use case than Suno — SFX and loops, not songs.A-tier. The right answer if you want open-source + terminal-native + model-agnostic.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.
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