Burrage is an English surname. Notable people with the surname include:
Alfred McLelland Burrage (1889–1956), British writerMichael Burrage (born 1950), American judgeLuke Burrage (born 1980), British entertainer and authorNathan Burrage (born 1971), Australian writerRoland Burrage Dixon (1875–1934), American anthropologistRonnie Burrage (born 1959), American jazz drummerSean Burrage (born 1968), American politicianSteve Burrage (born 1952), American politician