State of Efficiency (SOE) is proposed as a performance indicator of lithium-ion battery in terms of energy efficiency.• The degradation trajectory of SOE for NCA lithium-ion batteries is studied and a linear model is proposed to describe SOE degradation trend.• A number of factors that affect SOE have been identified and studied, including ambient temperature, discharge current, and cutoff voltage.