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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
Julius
S
Devin
A
Adobe Firefly
A
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Chat with your data. Upload a CSV, ask questions, get charts.Cognition Labs' autonomous coding engineer.Commercially safe image gen, deeply integrated with Photoshop.
Categorycodingdataagentsimage
PricingFree (limited) + $10/mo Pro + $19/mo BusinessFree + $20-$65/mo$500/moFree + included with Creative Cloud
Best forTeams with GitHub already. Devs who don't want to change IDEs.Analysts, founders, anyone with a spreadsheet + a question.Engineering teams offloading tickets. Ops/platform work.Anyone in Creative Cloud. Brands that need copyright clarity.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Handles complex CSVs + spreadsheets
  • Generates real Python analysis + charts
  • No technical setup
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • File size limits
  • Can hallucinate on messy data
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
Kai's verdictB-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier inside Photoshop (Generative Fill). B-tier standalone.
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