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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
Cursor
S
Devin
A
Groq
S
TaglineCommercially safe image gen, deeply integrated with Photoshop.VS Code fork that made AI coding actually work.Cognition Labs' autonomous coding engineer.The fastest AI inference in the world. Crazy low latency.
CategoryImageCodingAgentsDev Platform
PricingFree + included with Creative CloudFree + $20/mo Pro + $40/mo Business$500/moFree tier + pay-as-you-go API
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Developers. Non-developers who want to ship working code.Engineering teams offloading tickets. Ops/platform work.Developers who need sub-100ms LLM responses.
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Tab completion feels like mind-reading
  • Composer for multi-file edits
  • Runs Claude, GPT, Gemini — you pick
  • 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
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Can feel overwhelming for non-coders
  • Expensive at scale
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier for coding. If you write code of any kind, this pays back the $20 in a day.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.
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