As Battery Energy Storage Systems (BESS) become central to modern power grids, one critical question remains unanswered: are we measuring performance the right way? This whitepaper reveals why commonly quoted efficiency figures fail to capture how BESS actually operates on the grid. It introduces a system-level, standards-aligned approach to evaluating round-trip efficiency in liquid-cooled BESS-factoring in thermal management, auxiliary power, ambient conditions, and real operating cycles. Anchored in IEC and IEEE standards, the paper shows how efficiency shifts with usage patterns and why smarter utilization can unlock better outcomes. The result is a clear framework for judging BESS on delivered energy, reliability, and long-term value-not surface-level metrics.