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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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Claude Code
S
Groq
S
Fathom
S
Adobe Firefly
A
TaglineAnthropic's CLI agent. Opus-powered, operates on your repo directly.The fastest AI inference in the world. Crazy low latency.Meeting notes, free forever for individuals.Commercially safe image gen, deeply integrated with Photoshop.
CategoryCodingDev PlatformMeetingsImage
PricingPart of Claude Pro/Max/Team plansFree tier + pay-as-you-go APIFree for individuals + $15-$29/user/mo teamsFree + included with Creative Cloud
Best forDevelopers who want an agent, not autocomplete. Large refactors, tests, docs.Developers who need sub-100ms LLM responses.Solo operators, freelancers, small teams on a budget.Anyone in Creative Cloud. Brands that need copyright clarity.
Strengths
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • 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
Weaknesses
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Bot-joining model
  • Team features gated
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
Kai's verdictS-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.S-tier for speed. When latency is the product, start here.S-tier for solo + free. The best free option, hands down.S-tier inside Photoshop (Generative Fill). B-tier standalone.
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