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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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Fathom
S
Adobe Firefly
A
Aider
A
TaglineMeeting notes, free forever for individuals.Commercially safe image gen, deeply integrated with Photoshop.Terminal-based AI pair programmer. Git-aware, model-flexible.
CategoryMeetingsImageCoding
PricingFree for individuals + $15-$29/user/mo teamsFree + included with Creative CloudFree (open source) + whatever API you use
Best forSolo operators, freelancers, small teams on a budget.Anyone in Creative Cloud. Brands that need copyright clarity.Developers who want open-source tooling with full control.
Strengths
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Works in any terminal
  • Auto-commits changes with meaningful messages
  • Works with any model (Claude, GPT, local)
  • Minimal learning curve
Weaknesses
  • Bot-joining model
  • Team features gated
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Terminal-only
  • Less agentic than Claude Code
  • Setup on Windows is fiddly
Kai's verdictS-tier for solo + free. The best free option, hands down.S-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier. The right answer if you want open-source + terminal-native + model-agnostic.
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