Operational performance should be measured by relative token cost compared with baseline retrieval patterns so that the architecture's efficiency can be assessed against standard retrieval approaches.

Relative token cost compared with baseline retrieval patterns.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.5 Operational performance

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Comparative performance against naive RAG, GraphRAG-style retrieval

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf