Alsup is a surname. Notable people with the surname include:
Bill Alsup (1938–2016), American race car driver Patricia Alsup (born 1961), American diplomat Todd Alsup (born 1978), American pianist and singer-songwriter William Alsup (born 1945), United States federal judge