| Most wins in a season | ||
| 22 | 2008-09 (22-12-1) | |
| 21 | 2007-08 (21-14) | |
| 20 | 1998-99 (20-12-2) | |
| 18 | 1994-95 (18-13-4) | |
| 1996-97 (18-12-4) | ||
| 1997-98 (18-11-7) | ||
| 17 | 2010-11 (17-13-2) | |
| 15 | 1928-29 (15-3-1) | |
| 1932-33 (15-4) | ||
| 2006-07 (15-16-3) | ||
| Most losses in a season | ||
| 26 | 2002-03 (3-26-2) | |
| 2013-14 (6-26-0) | ||
| 24 | 2003-04 (5-24-2) | |
| 23 | 2014-15 (4-23-2) | |
| 2015-16 (5-23-3) | ||
| 22 | 1970-71 (1-22-0) | |
| 21 | 1976-77 (3-21-1) | |
| 20 | 2004-05 (8-26-3) | |
| 19 | 1968-69 (5-19-0) | |
| 1988-89 (6-19-1) | ||
| 1995-1996 (7-19-4) | ||
| Fewest wins in a season | ||
| 0 | 1918-19 (0-2) | |
| 1 | 1904-05 (1-4-1) | |
| 1945-46 (1-3) | ||
| 1970-71 (1-22) | ||
| Fewest losses in a season | ||
| 2 | 1911-12 (8-2) | |
| 1912-13 (9-2) | ||
| 1918-19 (0-2) | ||
| Longest winning streak | ||
| 11 | 1911-13 | |
| 10 | 1931-32 | |
| 9 | 1909-11 | |
| 1922-23 | ||
| 1928-29 | ||
| Longest losing streak | ||
| 13 | 1969-71 | |
| 12 | 1970-72 | |
| 11 | 1955-57 | |
| 1967-69 | ||
| Longest unbeaten streak | ||
| 14 | 1928-29 | |
| 11 | 1911-13 | |
| 1931-32 | ||
| Most shutouts in a season |
||
| 5 | 1907-08 | |
| 1923-24 | ||
| 2007-08 | ||
| 4 | 1908-09 | |
| 1931-32 | ||
| Most shutouts against in a season |
||
| 9 | 2014-15 | |
| 6 | 2004-05 | |
| 2013-14 | ||
| 5 | 2003-04 | |
| Most goals scored in a season | ||
| 125 | 1997-98 (34 games) | |
| 123 | 1994-95 (35 games) | |
| 116 | 1998-99 (34 games) | |
| 112 | 1950-51 (18 games) | |
| 2007-08 (35 games) | ||
| 111 | 1989-90 (27 games) | |
| 1996-97 (34 games) | ||
| 109 | 1959-60 (23 games) | |
| 1985-86 (30 games) | ||
| 107 | 1991-92 (27 games) | |
| Fewest goals scored in a season * |
||
| 39 | 2014-15 | |
| 56 | 1970-71 | |
| 60 | 1961-62 | |
| 2013-14 | ||
| 2015-16 | ||
| 62 | 1971-72 | |
| 2002-03 | ||
| 2003-04 | ||
| Highest goals per game, season * |
||
| 4.23 | 1966-67 (93 goals, 22 games) | |
| 4.21 | 1967-68 (101 goals, 24 games) | |
| 4.20 | 1965-66 (84 goals, 20 games) | |
| 4.11 | 1989-90 (111 goals, 27 games) | |
| 4.08 | 1977-78 (102 goals, 25 games) | |
| 1982-83 (102 goals, 25 games) | ||
| Lowest goals per game, season * |
||
| 1.30 | 2014-15 (39 goals, 30 games) | |
| 1.88 | 2013-14 (60 goals, 32 games) | |
| 1.94 | 2015-16 (60 goals, 31 games) | |
| 2.00 | 2002-03 (62 goals, 31 games) | |
| 2003-04 (62 goals, 31 games) | ||
| 2.13 | 2001-02 (66 goals, 31 games) | |
| 2.32 | 2012-13 (72 goals, 31 games) | |
| Most goals scored in a game | ||
| 19 | vs. Pennsylvania, Dec. 15, 1928 | |
| 16 | vs. General Electric, Feb. 5, 1903 | |
| vs. Hamilton, Jan. 4, 1951 | ||
| Most assists in a season | ||
| 216 | 1994-95 (35 games) | |
| 189 | 2007-08 (35 games) | |
| 185 | 1997-98 (34 games) | |
| 183 | 1981-82 (26 games) | |
| 1996-97 (34 games) | ||
| 179 | 2010-11 (32 games) | |
| 177 | 1989-90 (27 games) | |
| 175 | 1985-86 (30 games) | |
| 1998-99 (36 games) | ||
| 174 | 1982-83 (25 games) | |
| Most points in a season | ||
| 339 | 1994-95 (35 games) | |
| 310 | 1997-98 (34 games) | |
| 301 | 2007-08 (35 games) | |
| 294 | 1996-97 (34 games) | |
| 291 | 1998-99 (36 games) | |
| 288 | 1981-82 (26 games) | |
| 1989-90 (27 games) | ||
| 284 | 1985-86 (30 games) | |
| 2010-11 (32 games) | ||
| 277 | 1991-92 (27 games) | |
| Most goals allowed in a game | ||
| 17 | vs. Colorado College, Dec. 21, 1950 | |
| 15 | vs. Dartmouth, March 5, 1949 | |
| Most penalties in a game | ||
| 23 | vs. Harvard, March 14, 1993 | |
| vs. Brown, Feb. 5, 1994 | ||
| 22 | vs. Cornell, Feb. 6, 1999 | |
| Most penalty minutes in a game | ||
| 86 | vs. Harvard, March 14, 1993 | |
| 77 | vs. Cornell, Feb. 6, 1999 | |
| 62 | vs. Rensselaer, March 7, 1998 | |
| 54 | vs. Brown, Feb. 5, 1994 | |
| Fewest penalty minutes in a game | ||
| 0 | vs. AIC, Jan. 26, 2016 | |
| Most opponent penalties in a game | ||
| 25 | Brown, Feb. 5, 1994 | |
| 20 | Cornell, Feb. 6, 1999 | |
| Most opponent penalty minutes in a game | ||
| 70 | Cornell, Feb. 6, 1999 | |
| 62 | Brown, Mar. 12, 1995 | |
| 58 | Brown, Feb. 5, 1994 | |
| Most penalties by both teams in a game | ||
| 48 | vs. Brown, Feb. 5, 1994 | |
| 42 | vs. Cornell, Feb. 6, 1999 | |
| Most penalty minutes by both teams in a game | ||
| 128 | vs. Cornell, Feb. 6, 1999 | |
| 124 | vs. Brown, Mar. 12, 1995 | |
| 112 | vs. Brown, Feb. 5, 1994 | |
| Longest Games | ||
| 89:54:00 | Cornell 4, Princeton 3 | |
| 3/20/09, ECAC Semfinal | ||
| Times Union Center; Albany, N.Y. | ||
| GWG: Colin Greening | ||
| 82:06 | Princeton 3, at Brown 2 | |
| 3/12/95, ECAC First Round (Game 3) | ||
| GWG: Matt Brush | ||
| 81:05 | Clarkson 3, Princeton 2 | |
| 3/4/16, ECAC First-Round (Game 2) | ||
| GWG: James deHaas | ||
| 80:48 | Princeton 5, Clarkson 4 | |
| 3/21/98, ECAC Championship Game | ||
| 1980 Arena; Lake Placid, N.Y. | ||
| GWG: Syl Apps | ||
| 75:58 | at Cornell 5, Princeton 4 | |
| 3/8/94, ECAC First-Round | ||
| GWG: Geoff Lopatka | ||
| 73:39 | Minnesota-Duluth 5, Princeton 4 | |
| 3/27/09, NCAA First-Round | ||
| Mariucci Arena; Minneapolis, Minn. | ||
| GWG: Mike Connolly | ||
| 72:59 | Princeton 5, at Colgate 4 | |
| 3/3/92, ECAC First-Round | ||
| GWG: Sverre Sears | ||
| 72:02 | at Clarkson 2, Princeton 3 | |
| 3/7/14, ECAC First-Round (Game 1) | ||
| GWG: Andrew Ammon | ||
| 67:25 | at Cornell 3, Princeton 2 | |
| 3/9/01, ECAC First Round (Game 1) | ||
| GWG: David Kozier | ||
* Modern Era (1961-62) when ECAC formed
