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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
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Voice
Video
Audio
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Image
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Data
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Groq
S
Devin
A
Suno
S
Adobe Firefly
A
TaglineThe fastest AI inference in the world. Crazy low latency.Cognition Labs' autonomous coding engineer.Prompt to full song with vocals, instruments, the works.Commercially safe image gen, deeply integrated with Photoshop.
CategoryDev PlatformAgentsAudioImage
PricingFree tier + pay-as-you-go API$500/moFree + $10/mo + $30/moFree + included with Creative Cloud
Best forDevelopers who need sub-100ms LLM responses.Engineering teams offloading tickets. Ops/platform work.Jingles, intros, demos, sketches, personal use.Anyone in Creative Cloud. Brands that need copyright clarity.
Strengths
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Real songs with real lyrics
  • v4 is very good
  • Quick turnaround
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
Weaknesses
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Copyright gray zone
  • Audio quality behind studio
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
Kai's verdictS-tier for speed. When latency is the product, start here.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.S-tier in its category. The first AI music tool I'd actually listen to.S-tier inside Photoshop (Generative Fill). B-tier standalone.
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