This document proposes an updated formula for the horizontal distribution of resources among provinces under the National Finance Commission (NFC) award, shifting from a solely needs-based approach to one that incorporates efficiency indicators. It outlines challenges in achieving consensus on any new formula, reinforcing the significance of a debate on resource distribution mechanisms, despite the inherent political nature of NFC awards. The paper emphasizes that the distribution will remain needs-based, as population weight will continue to dominate, while advocating for the inclusion of efficiency-focused indicators in future discussions.