Token efficiency compares consumption with delivered value rather than treating more model activity as progress. A workflow is more efficient when it achieves the required result with less unnecessary context, repetition and generated output.
The metric must be interpreted alongside quality. Reducing tokens is not useful if it lowers correctness, maintainability or safety, so teams should relate token cost to reviewed outcomes and completed tasks rather than optimize token volume in isolation.
