Nanoscale metals provide a route for rapid hydrogen storage kinetics at modest temperatures in comparison to their bulk counterparts. Palladium nanocube studies reveal that size-dependent trends are a result of nanoconfinement of a thermally driven first-order phase transition. Composites of Magnesium nanocrystals embedded in a protective layer allow hydrogen cycling without sintering or oxidizing the metal.