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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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Devin
A
Groq
S
Ideogram
S
Adobe Firefly
A
TaglineCognition Labs' autonomous coding engineer.The fastest AI inference in the world. Crazy low latency.The one that actually gets text in images right.Commercially safe image gen, deeply integrated with Photoshop.
CategoryAgentsDev PlatformImageImage
Pricing$500/moFree tier + pay-as-you-go APIFree + $8/mo + $20/mo + $60/moFree + included with Creative Cloud
Best forEngineering teams offloading tickets. Ops/platform work.Developers who need sub-100ms LLM responses.Anything with text — posters, ads, album covers, slide decks.Anyone in Creative Cloud. Brands that need copyright clarity.
Strengths
  • 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
  • Best text rendering in the game
  • Strong free tier
  • Good for logos, posters, thumbnails
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
Weaknesses
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Aesthetic ceiling below Midjourney
  • Less style variety
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
Kai's verdictA-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 text-in-image. Use this for posters, Midjourney for art.S-tier inside Photoshop (Generative Fill). B-tier standalone.
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