Lange was born in Otahuhu, Auckland. In 1954, he went to a political meeting which made him want to go into politics. After his father was charged with indecent assault, he decided that he would become a solicitor. After finishing school at Otahuhu College, he went to Auckland University to study law in 1960, and graduated in 1966.