In summary, we have performed a high-throughput ab initio screening of all potentially stable electrides by automatically assigning common oxidation states to the constituent elements of compounds that are on their convex hull. We performed density functional theory on over one thousand of these materials with a valence of +1 to identify 51 candidate electrides, 4 of which were already proven in experimentdemonstrating the validity of our approach.