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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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Claude
S
Perplexity
S
OpenRouter
S
Aider
A
TaglineAnthropic's flagship — best reasoning + longest useful context.AI search done right. Cited answers, not chat theater.One API, every model. Pay-as-you-go, no subscriptions.Terminal-based AI pair programmer. Git-aware, model-flexible.
CategoryChatbotsResearchDev PlatformCoding
PricingFree + $20/mo Pro + team/enterpriseFree + $20/mo ProPay per token — model-dependentFree (open source) + whatever API you use
Best forLong writing, code, careful thinking, documents over 50 pages.Replacing Google for any question where you want a cited answer in seconds.Developers experimenting across models. Apps that want fallback logic.Developers who want open-source tooling with full control.
Strengths
  • Best-in-class writing + nuanced reasoning
  • 1M context on Opus
  • Artifacts for code/docs
  • Lowest hallucination rate in my testing
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • 300+ models from one endpoint
  • Automatic fallbacks between providers
  • No subscription — just pay what you use
  • Works in any terminal
  • Auto-commits changes with meaningful messages
  • Works with any model (Claude, GPT, local)
  • Minimal learning curve
Weaknesses
  • Image generation is weak
  • No native web search on all tiers
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Slight markup over direct API
  • Some provider features not exposed
  • Terminal-only
  • Less agentic than Claude Code
  • Setup on Windows is fiddly
Kai's verdictS-tier for reasoning and writing. If you only pay for one chatbot, pay for this one — especially for long work.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.S-tier for model-shopping. I use this for every prototype before committing.A-tier. The right answer if you want open-source + terminal-native + model-agnostic.
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