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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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Dev Platform
Agents
Voice
Video
Audio
Research
Coding
Chatbots
Image
Meetings
Design
Productivity
Writing
Data
Marketing
Education
Udio
A
Claude
S
Adobe Firefly
A
Devin
A
TaglineSuno's main rival. Often better on instrumental nuance.Anthropic's flagship — best reasoning + longest useful context.Commercially safe image gen, deeply integrated with Photoshop.Cognition Labs' autonomous coding engineer.
CategoryAudioChatbotsImageAgents
PricingFree + $10-$30/moFree + $20/mo Pro + team/enterpriseFree + included with Creative Cloud$500/mo
Best forMusicians comparing AI outputs. Anyone who didn't click with Suno.Long writing, code, careful thinking, documents over 50 pages.Anyone in Creative Cloud. Brands that need copyright clarity.Engineering teams offloading tickets. Ops/platform work.
Strengths
  • Strong instrumentals + genre fidelity
  • Extend/remix features
  • Good lyric understanding
  • Best-in-class writing + nuanced reasoning
  • 1M context on Opus
  • Artifacts for code/docs
  • Lowest hallucination rate in my testing
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
Weaknesses
  • Same copyright gray zone as Suno
  • Ecosystem smaller
  • Image generation is weak
  • No native web search on all tiers
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
Kai's verdictA-tier. Genuinely different vibe from Suno — worth trying both for a month.S-tier for reasoning and writing. If you only pay for one chatbot, pay for this one — especially for long work.S-tier inside Photoshop (Generative Fill). B-tier standalone.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.
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