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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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GitHub Copilot
B
Adobe Firefly
A
Ollama
S
Julius
S
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Commercially safe image gen, deeply integrated with Photoshop.Run LLMs locally. One-line install, GUI optional.Chat with your data. Upload a CSV, ask questions, get charts.
Categorycodingimagedev platformdata
PricingFree (limited) + $10/mo Pro + $19/mo BusinessFree + included with Creative CloudFree + open sourceFree + $20-$65/mo
Best forTeams with GitHub already. Devs who don't want to change IDEs.Anyone in Creative Cloud. Brands that need copyright clarity.Devs wanting offline/local LLMs for privacy or experimentation.Analysts, founders, anyone with a spreadsheet + a question.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
  • Handles complex CSVs + spreadsheets
  • Generates real Python analysis + charts
  • No technical setup
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
  • File size limits
  • Can hallucinate on messy data
Kai's verdictB-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.S-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier for local inference. If you care about privacy or want to tinker, install this today.S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds.
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