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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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chat
research
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image
video
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design
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audio
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Suno
S
Devin
A
ChatGPT Operator
B
Perplexity
S
TaglinePrompt to full song with vocals, instruments, the works.Cognition Labs' autonomous coding engineer.OpenAI's browser agent. Clicks and types on websites for you.AI search done right. Cited answers, not chat theater.
Categoryaudioagentsagentsresearch
PricingFree + $10/mo + $30/mo$500/moIncluded with ChatGPT Pro $200/moFree + $20/mo Pro
Best forJingles, intros, demos, sketches, personal use.Engineering teams offloading tickets. Ops/platform work.Power users willing to pay $200/mo for a browser bot.Replacing Google for any question where you want a cited answer in seconds.
Strengths
  • Real songs with real lyrics
  • v4 is very good
  • Quick turnaround
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
Weaknesses
  • Copyright gray zone
  • Audio quality behind studio
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Not a general chatbot
  • Answers can be shallow on complex topics
Kai's verdictS-tier in its category. The first AI music tool I'd actually listen to.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.B-tier. Still early. Manus is more flexible for less money.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.
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