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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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Agents
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Chatbots
Image
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Audio
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Dev Platform
Data
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Groq
S
Udio
A
ChatGPT Operator
B
Adobe Firefly
A
TaglineThe fastest AI inference in the world. Crazy low latency.Suno's main rival. Often better on instrumental nuance.OpenAI's browser agent. Clicks and types on websites for you.Commercially safe image gen, deeply integrated with Photoshop.
CategoryDev PlatformAudioAgentsImage
PricingFree tier + pay-as-you-go APIFree + $10-$30/moIncluded with ChatGPT Pro $200/moFree + included with Creative Cloud
Best forDevelopers who need sub-100ms LLM responses.Musicians comparing AI outputs. Anyone who didn't click with Suno.Power users willing to pay $200/mo for a browser bot.Anyone in Creative Cloud. Brands that need copyright clarity.
Strengths
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Strong instrumentals + genre fidelity
  • Extend/remix features
  • Good lyric understanding
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • 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
  • Same copyright gray zone as Suno
  • Ecosystem smaller
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
Kai's verdictS-tier for speed. When latency is the product, start here.A-tier. Genuinely different vibe from Suno — worth trying both for a month.B-tier. Still early. Manus is more flexible for less money.S-tier inside Photoshop (Generative Fill). B-tier standalone.
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