Cut Your AI Token Bill Up to 90% — The 4 Levers

The honest field guide behind the video: why the AI 'all-you-can-eat' era ended in ~60 days — Microsoft killing Claude Code for its own engineers over $500–$2,000/engineer/mo bills, Google's July-1 reasoning-token pricing, and Anthropic's user revolt — and why it's the token math, not greed. Then the fix. The hidden meter (you're billed for what the model THINKS, not what it says — a short answer can burn 5–10× the visible reply), the real economics (~40% gross margins, Uber's entire $3.4B AI budget gone in 4 months, Anthropic's $965B IPO filing passing OpenAI), and the 4 levers that cut your bill up to 90%: prompt caching (−90% on repeated context), batch API (−50%), model routing (−60–80%), and scope discipline. Plus a 6-point checklist and a this-week action plan. Figures compiled from public 2026 reporting and vendor pricing; verify current pricing before relying on it.

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