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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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Aider
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Adobe Firefly
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Udio
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Gemini
A
TaglineTerminal-based AI pair programmer. Git-aware, model-flexible.Commercially safe image gen, deeply integrated with Photoshop.Suno's main rival. Often better on instrumental nuance.Google's answer. Best integrated with Workspace + free for a lot.
CategoryCodingImageAudioChatbots
PricingFree (open source) + whatever API you useFree + included with Creative CloudFree + $10-$30/moFree + $20/mo Advanced (bundled with 2TB Drive)
Best forDevelopers who want open-source tooling with full control.Anyone in Creative Cloud. Brands that need copyright clarity.Musicians comparing AI outputs. Anyone who didn't click with Suno.Anyone already on Google, research tasks, summarizing long documents.
Strengths
  • Works in any terminal
  • Auto-commits changes with meaningful messages
  • Works with any model (Claude, GPT, local)
  • Minimal learning curve
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Strong instrumentals + genre fidelity
  • Extend/remix features
  • Good lyric understanding
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
Weaknesses
  • Terminal-only
  • Less agentic than Claude Code
  • Setup on Windows is fiddly
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Same copyright gray zone as Suno
  • Ecosystem smaller
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
Kai's verdictA-tier. The right answer if you want open-source + terminal-native + model-agnostic.S-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier. Genuinely different vibe from Suno — worth trying both for a month.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.
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