Incorporation of Pd into Pt co-catalysts is demonstrated as an approach to improve water splitting performance by employing TiO2 nanosheets as a semiconductor model. Theoretical simulations reveal that interatomic polarization between Pd and Pt may play a role in facilitating adsorption of molecular water and activation on Pt reaction sites.