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Cost Report

"Every token has a price tag — a serving system is only a business once you know it."

Key Insight​

This project produces a defensible cost per million tokens for a serving stack — GPU hourly price divided by the tokens it produces per hour — and identifies the three biggest line items driving that number.

Why This Matters​

Cost per million tokens is the universal unit that decides whether a serving system makes economic sense. Being able to compute and defend it lets you compare engines and hardware fairly and commit to a price with confidence.