species dominate under operating conditions because of their high population and favorable kinetics. Our findings highlight the critical roles of the electronic structure and cluster geometry in mediating electron transfer and intermediate stabilization, yielding transferable design rules to enhance valuable-product formation across electrocatalytic platforms.