Leip is a surname. Notable people with the surname include
Ed Leip (1910–1983), American baseball player Hans Leip (1893–1983), German novelist, poet and playwright Rudolf Leip (1890 –1947), German footballer
See also Dave Leip's Atlas of U.S. Presidential Elections, American political website