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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
Gemini
A
Stable Audio
A
Replicate
S
TaglineCommercially safe image gen, deeply integrated with Photoshop.Google's answer. Best integrated with Workspace + free for a lot.Stability AI's open audio model. Loops + SFX + background.Run any open-source AI model with an API call.
CategoryImageChatbotsAudioDev Platform
PricingFree + included with Creative CloudFree + $20/mo Advanced (bundled with 2TB Drive)Free + $12/mo Pro + enterprisePay per second of compute
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Anyone already on Google, research tasks, summarizing long documents.Game developers, podcasters needing SFX, video creators needing background music.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Open-weight model available
  • Great for loops + game audio + SFX
  • Commercial-use clarity
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Not for full songs with vocals
  • Shorter generation limits
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.A-tier for its niche. Different use case than Suno — SFX and loops, not songs.S-tier for open-source model APIs. The default in this space.
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