In Celtic, name Bryce means – Swift. Famous bearer: St Brice, sometimes called St. Britius, was a 5th century Bishop of Tours.. Other origins for name Bryce include – Celtic, English, Scottish. Name Bryce is most often used as a boy name or male name.