 He left the United Party to become a founder member of the Progressive Party in 1959, losing his seat in the 1961 General Election.Eglin became the leader of the Progressive Party in February 1971.Eglin was at first outside Parliament but he was elected for the Cape Town seat of Sea Point in the April 1974 General Election, when five other PP candidates joined Helen Suzman in Parliament.