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