The newly developed catalyst features a ruthenium (Ru)-based nanocluster with a core-shell structure. Despite using only a minimal amount of precious metal, it delivers world-class performance and exceptional stability. Moreover, when applied to industrial-scale water electrolysis equipment, it demonstrated remarkable efficiency, highlighting its potential for commercial applications.