When Albert Leibli was born on 31 March 1924, in Alliance, Box Butte, Nebraska, United States, his father, Leonard Lee Leibli, was 31 and his mother, Maggie Bell Newman, was 25. He married Lillian Rose Powell on 13 December 1942, in Kahoka, Clark, Missouri, United States. They were the parents of at least 2 sons and 1 daughter. He lived in Weston, Wyoming, United States in 1930. He died on 17 March 1983, in Burlington, Calhoun, Michigan Territory, United States, at the age of 58, and was buried in Burlington, Des Moines, Iowa, United States.