Article

AI Agents Burn 50x More Tokens Than Chats

LeanOps · leanopstech.com

Explains the quadratic context growth that quietly multiplies agent costs.

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The question it answers

  1. How much do AI agents cost to run, and how do I keep the bill under control?

Read with it

  1. The single chart that explains why what is unaffordable today is cheap next year. a16z.com Article Welcome to LLMflation: LLM inference cost is going down fast a16z (Guido Appenzeller)
  2. The headline numbers in thread form for a two-minute read. x.com Thread LLMflation: 10x cheaper per year a16z
  3. Names the paradox every founder hits: cheaper tokens, bigger bills. navyaai.com Article AI Token Cost Over Time: Down 99.7%, Bills Up 3x NavyaAI
  4. How large buyers model agent economics, useful when selling to them. ey.com Article Agentic AI Enterprise Token Cost EY
  5. Concrete per-task cost ranges from cheap chatbot turns to $5+ agent runs. cowork.ink Article AI Agent Cost: Token Economics & Optimization Guide Cowork
  6. Walks through the exact math of an agent whose unit economics collapse. medium.com Article Token Cost Trap: Why Your AI Agent's ROI Breaks at Scale Klaus Hofenbitzer
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