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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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Groq
S
Perplexity
S
ChatGPT Operator
B
Galileo AI
B
TaglineThe fastest AI inference in the world. Crazy low latency.AI search done right. Cited answers, not chat theater.OpenAI's browser agent. Clicks and types on websites for you.Prompt to UI design. Figma-ready outputs.
CategoryDev PlatformResearchAgentsDesign
PricingFree tier + pay-as-you-go APIFree + $20/mo ProIncluded with ChatGPT Pro $200/moFree trial + paid plans
Best forDevelopers who need sub-100ms LLM responses.Replacing Google for any question where you want a cited answer in seconds.Power users willing to pay $200/mo for a browser bot.Designers brainstorming first drafts.
Strengths
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Prompt-to-UI with real layouts
  • Exports to Figma
  • Faster than hand-designing from scratch
Weaknesses
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Output needs designer polish
  • Pricing unclear / changes often
Kai's verdictS-tier for speed. When latency is the product, start here.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.B-tier. Still early. Manus is more flexible for less money.B-tier. Useful for first drafts. v0 is the better bet for shipping code.
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