Gantz was born in Kfar Ahim, Israel, in 1959. His mother Malka was a Holocaust survivor. His father was arrested by the British authorities for trying to enter Palestine illegally. His parents were among the founders of Moshav Kfar Ahim, a cooperative agricultural community in south-central Israel. 