Gumbleton is a surname. Notable people with this surname include:

Frank Gumbleton (born 1951), Australian rules footballer John Gumbleton (born 1967), American vice admiral Scott Gumbleton (born 1988), Australian rules footballer Thomas Gumbleton (1930–2024), American Roman Catholic bishop William Edward Gumbleton (1840–1911), Irish horticulturalist