The hydrogenation of multisubstituted allenes presents a long-standing challenge due to the difficulty in simultaneously controlling multiple selectivity parameters. Now a class of pincer cobalt catalysts featuring multiple metal–ligand cooperation functionalities has been developed that enables the regio- and stereodivergent hydrogenation of allenes to provide all possible multisubstituted alkene products.