In its third and final season under head coach George Sanford, the team compiled an 8–5 record and outscored opponents by a total of 158 to 91.
[2] Two Columbia backs were selected as first-team players on the 1901 All-America team: Harold Weekes (from Walter Camp) and Bill Morley (from Caspar Whitney).
[23][24] Starring in the contest was Columbia's backfield of Bill Morley, Harold Weekes, Richard Shore Smith, and Chauncey L. Berrien.
In his review of the 1901 football season, Charles Edward Patterson wrote: "Morley, stocky, muscular, not to be denied his two yards help or no help (and three times two means six, or a first down, you know!)
able to repeat indefinitely, the best interferer in present day football, a forty yard punter and a drop-kicker who can actually score.