# Benchmarks Generated by `pnpm benchmark` from committed deterministic fixtures. Token counts use the project's provider-neutral V0.1 estimator and include the compression notice. | Fixture | Original Tokens | Compressed | Reduction | Critical Evidence | | --- | ---: | ---: | ---: | --- | | Maven failure | 22,998 | 1,736 | 92.5% | PASS | | Gradle failure | 60,943 | 123 | 99.8% | PASS | | npm build | 44,527 | 3,028 | 93.2% | PASS | | pytest | 42,732 | 2,669 | 93.8% | PASS | | JSON API | 159,459 | 352 | 99.8% | PASS | | HTML page | 57,321 | 145 | 99.7% | PASS | | Generic log | 85,027 | 106 | 99.9% | PASS | Critical Evidence is an exact-string gate over known errors, failing test names, exit information, or incident facts planted in each fixture. These numbers are not provider billing-token claims; provider tokenization varies.