Superparaelectrics (SPEs) are considered promising candidate materials for achieving outstanding energy storage capabilities. However, due to the complicated local structural design, simultaneously achieving high recoverable energy density (Wrec) and energy storage efficiency (η) under high electric fields remains a challenge in bulk SPEs. Herein, we propose utilizing entropy engineering to disrupt long-range ferroic orders into local polymorphic distortion disorder with multiple BO6 tilt types and rich heterogeneous polarization configurations. This phenomenon reduces the switching barriers during polarization rotation, thereby facilitating the emergence of SPE behaviors with ideal polarization forms. Furthermore, it enables high polarization response, negligible remanent polarization, delayed polarization saturation, and enhanced breakdown electric fields (Eb) in high-entropy SPEs. Consequently, we achieve an extraordinary Wrec of 15.48 J cm–3 and an ultrahigh η of 90.02% under a high Eb of 710 kV cm–1, surpassing the comprehensive energy storage performance of reported bulk SPEs. This work demonstrates that entropy engineering is a viable strategy for designing high-performance SPEs.