The use of hydrogen as fuel is a promising avenue to aid in the reduction of greenhouse effect gases released in the atmosphere. In this work, we present a highthroughput density functional theory (HT-DFT) study of 5,329 cubic and distorted perovskites ABO 3 compounds to screen for thermodynamically favorable two-step thermochemical water splitting (TWS) materials. From a dataset of more than 11,000 calculations, we screened materials based on: (a) thermodynamic stability, and (b) oxygen vacancy formation energy that allow favorable TWS. From our screening strategy, we identify 139 materials as potential new candidates for TWS application.Several of these compounds, such as CeCoO 3 and BiVO 3 , have not been experimentally explored yet for TWS and present promising avenues for further research. We show that taking into consideration all phases present in the A-B-O ternary phase, as opposed to only calculating the formation energy of a compound, is crucial to assess correctly the stability of a compound as it reduces the number of potential candidates from 5,329 to 383. Finally, our large dataset of compounds containing stabilites, oxidation states and ionic sizes allowed us to revisit the structural maps for perovskites by showing stable and unstable compounds simultaneously.