An Rh₄Ni alloy nanocatalyst exhibits highly-efficient performance in dehydrogenation of aqueous hydrazine borane. The hydrogen selectivity reaches almost 100%. More interestingly, catalyzed by the Rh₄Ni nanocatalyst, the dehydrogenation of aqueous hydrazine borane is not simply divided into two steps.