Leathes was elected a Fellow of the Royal Society in 1911. In 1921 he was made a Fellow of the Royal College of Physicians of London, where in 1923 he delivered the Croonian Lecture, and in 1930 the Harveian Oration. He was awarded Honorary Doctor of Science degrees by the University of Manchester and the University of Sheffield.
