The players on the 1895 team were Chester Derr, John Brooks, Howard Colby, James Blair, Frederick Allen, Ralph Hoagland and Art Wheeler.

As many college programs did, Princeton's ice hockey squad suspended operations for the 1917–18 season due to the United States entering World War I but the icers returned after the armistice was signed.

Despite the tumult behind the bench Princeton was still producing some of the best teams in college hockey, setting a program record of 15 wins that would stand for 76 years.

Princeton found it difficult to replace Vaughan, going through 5 coaches in 18 years while producing only two winning records in that time.

The team's nadir came under Bill Quackenbush who, despite ending up in the Hall of Fame as a player, was the program's worst coach as far as records go.

During Cahoon's time at Princeton the program recovered from decades as a bottom-feeder and in 1995 produced their first winning season in 27 years.

Two years later Gadowsky left and was replaced by Bob Prier but just as had happened with Cahoon, the successor did not last long and after a dismal third season Ron Fogarty was hired as the 17th head coach in program history.

[6] GP = Games played; Min = Minutes played; W = Wins; L = Losses; T = Ties; GA = Goals against; SO = Shutouts; SV% = Save percentage; GAA = Goals against average Minimum 30 games Statistics current through the start of the 2019–20 season.