Crabbe did not serve in the military during World War II because he was 34 years old and had a family. Instead, he made training movies for the Field Artillery. He kept making westerns for PRC during the war. In 1942 and 1943, he made 15 westerns. Crabbe's PRC contract ran out in 1946. He had made 36 "Billy" westerns for PRC.