The partial hydrogenation of multi-substituted allenes is a highly useful reaction but impeded by difficult selectivity control. Now, pincer cobalt catalysts enable this transformation through metal–ligand cooperative interactions, achieving ligand-controlled selective allene semihydrogenation in a divergent manner.