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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
Devin
A
Groq
S
Cursor
S
TaglineCommercially safe image gen, deeply integrated with Photoshop.Cognition Labs' autonomous coding engineer.The fastest AI inference in the world. Crazy low latency.VS Code fork that made AI coding actually work.
CategoryImageAgentsDev PlatformCoding
PricingFree + included with Creative Cloud$500/moFree tier + pay-as-you-go APIFree + $20/mo Pro + $40/mo Business
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Engineering teams offloading tickets. Ops/platform work.Developers who need sub-100ms LLM responses.Developers. Non-developers who want to ship working code.
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Tab completion feels like mind-reading
  • Composer for multi-file edits
  • Runs Claude, GPT, Gemini — you pick
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Can feel overwhelming for non-coders
  • Expensive at scale
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier for speed. When latency is the product, start here.S-tier for coding. If you write code of any kind, this pays back the $20 in a day.
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