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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
Groq
S
Hugging Face
S
TaglineCommercially safe image gen, deeply integrated with Photoshop.VS Code fork that made AI coding actually work.The fastest AI inference in the world. Crazy low latency.The GitHub of AI. Models, datasets, spaces — all in one.
CategoryImageCodingDev PlatformDev Platform
PricingFree + included with Creative CloudFree + $20/mo Pro + $40/mo BusinessFree tier + pay-as-you-go APIFree + $9-$20/mo + enterprise
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Developers. Non-developers who want to ship working code.Developers who need sub-100ms LLM responses.Any ML/AI developer. Hobbyists exploring open models.
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
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Largest open-source AI model hub
  • Hosted inference via Spaces + Inference Endpoints
  • Great community
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Can feel overwhelming for non-coders
  • Expensive at scale
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Overwhelming for beginners
  • Hosted inference pricing varies
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.S-tier for speed. When latency is the product, start here.S-tier infrastructure. The one platform every AI dev eventually uses.
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