Unpublished metrics in the white paper must be treated as the evaluation contract for future field validation when measured values are not yet available so that later validation follows the stated performance criteria.

Where measured values are not yet published, these metrics should be treated as the evaluation contract for future field validation.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Ingestion throughput by document type.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Relative token cost compared with baseline retrieval patterns.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf