Torchio is an Italian surname. Notable people with the surname include:

J Torchio (born 1960), American football quarterback Matteo Torchio (born 1983), Italian bobsledder Philip Torchio (1868–1942), Italian electrical engineer Ethan Torchio (born 2000), Italian drummer