Mihkel's father is Tõnn and his mother was Mari. His paternal grandparents were <Unknown> and Els. He has two brothers and two sisters, named Rein, Märt, Mai and Tiiu. He had two half-brothers and three half-sisters, named Peep, Ado, Viiu, Epp and Ann.