Score Agent Runs in Effective Tokens, So Your "20% Cut" Is a Real 20%

No direct savings; corrects a metric that hides large cost differences between token classes and makes optimizations comparable across mixed-model runs Advanced 4 min read

Raw token counts treat a cheap cache-read token and an expensive flagship output token as equal โ€” across token classes and tiers they can differ by 50x or more in price. Roll every run up into one price-weighted Effective Token number so a reported X% reduction maps to a real X% spend cut.

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