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💸 Cost & Pricing

Token billing, pricing, subscription economics.

BlogExponential View • Azeem Azhar

The State of the AI Economy

A data-driven look at the generative AI economy's size and unit economics: $110B in trailing revenue, growing roughly 3x faster than the mobile or internet waves.

  • Hyperscaler AI revenue is only just clearing infrastructure depreciation costs — the economics are narrowly sustainable, not yet profitable.
  • Token price cuts don't shrink spend: a 10% price drop drives 12-18% more tokens consumed, so total revenue keeps rising.
  • Argues tokens alone are a poor value metric, and proposes "quality-adjusted output tokens" to better measure the intelligence actually being delivered.

added by Adam Tomat • 2nd Jul 2026

Repoheadroomlabs-ai

Headroom

An open-source LLM context-compression proxy, built to cut token bills.

  • Sits in front of the model as a proxy and compresses context.
  • Aimed at reducing token spend on long-context workloads.

added by Adam Tomat • 17th Jun 2026

Curated from the AI Chinwag Slack community.