Leedham is a surname. Notable people with the surname include:

Johannah Leedham (born 1987), British basketballer John Leedham (born 1928), Australian footballer Michael Leedham (born 1950), Australian cricketer

See also Leedham Bantock (1870–1928), British singer, actor, and screenwriter Charles Leedham-Green