Stehle is a German surname. Notable people with the surname include:
Adelina Stehle (1860-1945), Austrian-Italian opera singer Chelo Alvarez-Stehle, Spanish-American journalist and documentary filmmaker Dominik Stehle (born 1986), German alpine ski racer Emilio Lorenzo Stehle (1926-2017), German-Ecuadorian Catholic bishop Evi Sachenbacher-Stehle (born 1980), German cross-country skier and biathlete Helli Stehle (1907-2017), Swiss actress and radio presenter Simon Stehle (born 2001), German footballer Sophie Stehle (1838-1921), German opera singer Thomas Stehle (born 1980), German footballer