 Janeway played college football at Princeton University, where was a member of the 1889 Princeton Tigers football team, later recognized as a consensus national champion.He was also the captain of Princeton's track team in 1889.Janeway served as the head referee for the 1891 Yale vs. Crescent Athletic Club contest.