Thin-film capacitors exhibit significant application potential owing to their rapid charge/discharge characteristics and high-power density. Individual engineering strategies can effectively enhance either breakdown strength (E<sub>bre</sub>) or polarization difference to improve energy storage performance. However, such enhancement typically leads to unilateral optimization of either energy density (W<sub>rec</sub>) or energy efficiency (η) and fails to achieve an optima