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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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Stable Audio
A
Claude
S
Adobe Firefly
A
ChatGPT Operator
B
TaglineStability AI's open audio model. Loops + SFX + background.Anthropic's flagship — best reasoning + longest useful context.Commercially safe image gen, deeply integrated with Photoshop.OpenAI's browser agent. Clicks and types on websites for you.
CategoryAudioChatbotsImageAgents
PricingFree + $12/mo Pro + enterpriseFree + $20/mo Pro + team/enterpriseFree + included with Creative CloudIncluded with ChatGPT Pro $200/mo
Best forGame developers, podcasters needing SFX, video creators needing background music.Long writing, code, careful thinking, documents over 50 pages.Anyone in Creative Cloud. Brands that need copyright clarity.Power users willing to pay $200/mo for a browser bot.
Strengths
  • Open-weight model available
  • Great for loops + game audio + SFX
  • Commercial-use clarity
  • Best-in-class writing + nuanced reasoning
  • 1M context on Opus
  • Artifacts for code/docs
  • Lowest hallucination rate in my testing
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
Weaknesses
  • Not for full songs with vocals
  • Shorter generation limits
  • Image generation is weak
  • No native web search on all tiers
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
Kai's verdictA-tier for its niche. Different use case than Suno — SFX and loops, not songs.S-tier for reasoning and writing. If you only pay for one chatbot, pay for this one — especially for long work.S-tier inside Photoshop (Generative Fill). B-tier standalone.B-tier. Still early. Manus is more flexible for less money.
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