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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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chat
research
coding
image
video
voice
meeting
design
productivity
audio
writing
agents
dev platform
data
marketing
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GitHub Copilot
B
Replicate
S
Adobe Firefly
A
Stable Audio
A
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Run any open-source AI model with an API call.Commercially safe image gen, deeply integrated with Photoshop.Stability AI's open audio model. Loops + SFX + background.
Categorycodingdev platformimageaudio
PricingFree (limited) + $10/mo Pro + $19/mo BusinessPay per second of computeFree + included with Creative CloudFree + $12/mo Pro + enterprise
Best forTeams with GitHub already. Devs who don't want to change IDEs.Developers using open-source models (Flux, SDXL, Whisper, etc).Anyone in Creative Cloud. Brands that need copyright clarity.Game developers, podcasters needing SFX, video creators needing background music.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
  • 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
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Cold starts on less-popular models
  • Pricing gets real at scale
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Not for full songs with vocals
  • Shorter generation limits
Kai's verdictB-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.S-tier for open-source model APIs. The default in this space.S-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier for its niche. Different use case than Suno — SFX and loops, not songs.
LinkOpen →Open →Open →Open →