Rastell was born at Gloucester in 1532, was admitted into Winchester School in 1543; and went on to New College, Oxford, of which he became a perpetual fellow in 1549.
Rastell was moved to Augsburg, and finally to Ingoldstadt, where he was appointed vice-rector of the college of his order.