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

Barbara Aronstein Black (1933–2026), American legal scholar Martin Aronstein (1936–2002), American lighting designer Victor Aronstein (1896–1945), German-Jewish doctor murdered in Auschwitz

See also Arnstein (personal name)