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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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Cursor
S
Adobe Firefly
A
Groq
S
NotebookLM
S
TaglineVS Code fork that made AI coding actually work.Commercially safe image gen, deeply integrated with Photoshop.The fastest AI inference in the world. Crazy low latency.Google's research notebook. Turns your docs into a podcast.
CategoryCodingImageDev PlatformResearch
PricingFree + $20/mo Pro + $40/mo BusinessFree + included with Creative CloudFree tier + pay-as-you-go APIFree
Best forDevelopers. Non-developers who want to ship working code.Anyone in Creative Cloud. Brands that need copyright clarity.Developers who need sub-100ms LLM responses.Students, researchers, anyone with a stack of PDFs or a topic to learn.
Strengths
  • Tab completion feels like mind-reading
  • Composer for multi-file edits
  • Runs Claude, GPT, Gemini — you pick
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
Weaknesses
  • Can feel overwhelming for non-coders
  • Expensive at scale
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Google-only
  • Can be slow on large corpora
Kai's verdictS-tier for coding. If you write code of any kind, this pays back the $20 in a day.S-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier for speed. When latency is the product, start here.S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.
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