Aharoni's mother was a school teacher, and third-generation Israeli. His father was a teacher of mathematics (and distinguished chess master) who had emigrated from Russia, arriving in Israel in 1920. The family was religious, and Aharoni was able to recite from memory passages from both the bible and the talmud of considerable length.