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

Luther E. Barnhardt (1903–1980), American politician Robert A. Barnhardt, American academic Tommy Barnhardt (born 1963), American football player Tyler Barnhardt (born 1993), American actor Wilton Barnhardt (born 1960), American writer and journalist