Metal-catalysed hydrogen isotope exchange has been widely used in the preparation of deuterium-and tritium-labelled compounds. This review details the development and utility of homogeneous and heterogeneous rhodium and ruthenium catalysts for the preparation of deuterium-and tritium-labelled compounds by hydrogen isotope exchange methodology.