tokens

Saving tokens: the counter says 45%, the invoice 2%

A counter built into the tool can't measure the tool's savings: it sees neither the counterfactual, nor the cache, nor retries. Measured against my invoice, the real gain of four compression tools lands between 0 and 15%, while cache reads, meanwhile, make up 97% of tokens and re-read every token ~36 times.