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| TEAM | SEASON | RECORD | PERC | CNF STAND | CNF REC | CNF PERC | FINISH |
| Pennsylvania | 1896-97 | 2-4 | .333 | Independent | no playoff | ||
| Pennsylvania | 1901-02 | 7-2 | .778 | Independent | no playoff | ||
| Pennsylvania | 1903-04 | 10-4 | .714 | 2nd Ivy League | 6-4 | .600 | no playoff |
| Pennsylvania | 1904-05 | 9-14 | .391 | 5th Ivy League | 1-7 | .125 | no playoff |
| Pennsylvania | 1905-06 | 16-4 | .800 | 1st Ivy League | 9-1 | .900 | no playoff |
| Pennsylvania | 1906-07 | 15-8 | .652 | 3rd Ivy League | 6-4 | .600 | no playoff |
| Pennsylvania | 1907-08 | 24-4 | .857 | 1st Ivy League | 8-0 | 1.000 | no playoff |
| Pennsylvania | 1908-09 | 19-6 | .760 | Independent | no playoff | ||
| Pennsylvania | 1909-10 | 11-10 | .524 | Independent | no playoff | ||
| Pennsylvania | 1910-11 | 15-8 | .652 | 2nd Ivy League | 5-3 | .625 | no playoff |
| Pennsylvania | 1911-12 | 10-7 | .588 | 3rd Ivy League | 6-4 | .600 | no playoff |
| Pennsylvania | 1912-13 | 6-12 | .333 | 3rd Ivy League | 3-5 | .375 | no playoff |
| Pennsylvania | 1913-14 | 4-12 | .250 | 6th Ivy League | 2-8 | .200 | no playoff |
| Pennsylvania | 1914-15 | 9-10 | .474 | 5th Ivy League | 3-7 | .300 | no playoff |
| Pennsylvania | 1915-16 | 11-7 | .611 | 1st Ivy League | 8-2 | .800 | no playoff |
| Pennsylvania | 1916-17 | 11-7 | .611 | 3rd Ivy League | 5-5 | .500 | no playoff |
| Pennsylvania | 1917-18 | 18-2 | .900 | 1st Ivy League | 9-1 | .900 | no playoff |
| Pennsylvania | 1918-19 | 15-1 | .938 | 1st Ivy League | 7-1 | .875 | no playoff |
| Pennsylvania | 1919-20 | 22-1 | .957 | 1st Ivy League | 10-0 | 1.000 | no playoff |
| Pennsylvania | 1920-21 | 21-2 | .913 | 1st Ivy League | 9-1 | .900 | no playoff |
| Pennsylvania | 1921-22 | 24-3 | .889 | 2nd Ivy League | 8-2 | .800 | no playoff |
| Pennsylvania | 1922-23 | 14-11 | .560 | 5th Ivy League | 3-7 | .300 | no playoff |
| Pennsylvania | 1923-24 | 18-8 | .692 | 5th Ivy League | 3-7 | .300 | no playoff |
| Pennsylvania | 1924-25 | 17-5 | .773 | 2nd Ivy League | 6-4 | .600 | no playoff |
| Pennsylvania | 1925-26 | 14-7 | .667 | 3rd Ivy League | 5-5 | .500 | no playoff |
| Pennsylvania | 1926-27 | 16-10 | .615 | 3rd Ivy League | 5-5 | .500 | no playoff |
| Pennsylvania | 1927-28 | 22-5 | .815 | 1st Ivy League | 7-3 | .700 | no playoff |
| Pennsylvania | 1928-29 | 20-6 | .769 | 1st Ivy League | 8-2 | .800 | no playoff |
| Pennsylvania | 1929-30 | 20-6 | .769 | 2nd Ivy League | 7-3 | .700 | no playoff |
| Pennsylvania | 1930-31 | 9-17 | .346 | 5th Ivy League | 3-7 | .300 | no playoff |
| Pennsylvania | 1931-32 | 10-11 | .476 | 5th Ivy League | 2-8 | .200 | no playoff |
| Pennsylvania | 1932-33 | 12-6 | .667 | 3rd Ivy League | 6-4 | .600 | no playoff |
| Pennsylvania | 1933-34 | 16-3 | .842 | 1st Ivy League | 10-2 | .833 | no playoff |
| Pennsylvania | 1934-35 | 16-4 | .800 | 1st Ivy League | 10-2 | .833 | no playoff |
| Pennsylvania | 1935-36 | 12-9 | .571 | 2nd Ivy League | 7-5 | .583 | no playoff |
| Pennsylvania | 1936-37 | 17-3 | .850 | 1st Ivy League | 12-0 | 1.000 | no playoff |
| Pennsylvania | 1937-38 | 8-10 | .444 | 2nd Ivy League | 7-5 | .583 | no playoff |
| Pennsylvania | 1938-39 | 7-11 | .389 | 4th Ivy League | 6-6 | .500 | no playoff |
| Pennsylvania | 1939-40 | 5-13 | .278 | 7th Ivy League | 2-10 | .167 | no playoff |
| Pennsylvania | 1940-41 | 5-12 | .294 | 7th Ivy League | 3-9 | .250 | no playoff |
| Pennsylvania | 1941-42 | 9-9 | .500 | 4th Ivy League | 5-7 | .417 | no playoff |
| Pennsylvania | 1942-43 | 14-7 | .667 | 3rd Ivy League | 6-6 | .500 | no playoff |
| Pennsylvania | 1943-44 | 10-4 | .714 | 2nd Ivy League | 6-2 | .750 | no playoff |
| Pennsylvania | 1944-45 | 12-5 | .706 | 1st Ivy League | 5-1 | .833 | no playoff |
| Pennsylvania | 1945-46 | 7-10 | .412 | 3rd Ivy League | 4-4 | .500 | no playoff |
| Pennsylvania | 1946-47 | 14-8 | .636 | 3rd Ivy League | 7-5 | .583 | no playoff |
| Pennsylvania | 1947-48 | 10-14 | .417 | 5th Ivy League | 5-7 | .417 | no playoff |
| Pennsylvania | 1948-49 | 15-8 | .652 | 2nd Ivy League | 8-4 | .667 | no playoff |
| Pennsylvania | 1949-50 | 11-14 | .440 | 5th Ivy League | 4-8 | .333 | no playoff |
| Pennsylvania | 1950-51 | 19-8 | .704 | 3rd Ivy League | 7-5 | .583 | no playoff |
| Pennsylvania | 1951-52 | 21-8 | .724 | 2nd Ivy League | 9-3 | .750 | no playoff |
| Pennsylvania | 1952-53 | 22-5 | .815 | 1st Ivy League | 10-2 | .833 | no playoff |
| Pennsylvania | 1953-54 | 17-8 | .680 | 3rd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1954-55 | 19-6 | .760 | 2nd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1955-56 | 12-13 | .480 | 2nd Ivy League | 9-5 | .643 | no playoff |
| Pennsylvania | 1956-57 | 7-19 | .269 | 7th Ivy League | 3-11 | .214 | no playoff |
| Pennsylvania | 1957-58 | 13-12 | .520 | 4th Ivy League | 8-6 | .571 | no playoff |
| Pennsylvania | 1958-59 | 12-14 | .462 | 5th Ivy League | 5-9 | .357 | no playoff |
| Pennsylvania | 1959-60 | 14-11 | .560 | 3rd Ivy League | 8-6 | .571 | no playoff |
| Pennsylvania | 1960-61 | 16-9 | .640 | 2nd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1961-62 | 17-8 | .680 | 2nd Ivy League | 11-3 | .786 | no playoff |
| Pennsylvania | 1962-63 | 19-6 | .760 | 3rd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1963-64 | 14-10 | .583 | 3rd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1964-65 | 15-10 | .600 | 3rd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1965-66 | 19-6 | .760 | 1st Ivy League | 12-2 | .857 | no playoff |
| Pennsylvania | 1966-67 | 11-14 | .440 | 4th Ivy League | 7-7 | .500 | no playoff |
| Pennsylvania | 1967-68 | 9-17 | .346 | 6th Ivy League | 4-10 | .286 | no playoff |
| Pennsylvania | 1968-69 | 15-10 | .600 | 3rd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1969-70 | 25-2 | .926 | 1st Ivy League | 14-0 | 1.000 | no playoff |
| Pennsylvania | 1970-71 | 28-1 | .966 | 1st Ivy League | 14-0 | 1.000 | no playoff |
| Pennsylvania | 1971-72 | 25-3 | .893 | 1st Ivy League | 13-1 | .929 | no playoff |
| Pennsylvania | 1972-73 | 21-7 | .750 | 1st Ivy League | 12-2 | .857 | no playoff |
| Pennsylvania | 1973-74 | 21-6 | .778 | 1st Ivy League | 13-1 | .929 | no playoff |
| Pennsylvania | 1974-75 | 23-5 | .821 | 1st Ivy League | 13-1 | .929 | no playoff |
| Pennsylvania | 1975-76 | 17-9 | .654 | 2nd Ivy League | 11-3 | .786 | no playoff |
| Pennsylvania | 1976-77 | 18-8 | .692 | 2nd Ivy League | 12-2 | .857 | no playoff |
| Pennsylvania | 1977-78 | 20-8 | .714 | 1st Ivy League | 12-2 | .857 | no playoff |
| Pennsylvania | 1978-79 | 25-7 | .781 | 1st Ivy League | 13-1 | .929 | no playoff |
| Pennsylvania | 1979-80 | 17-12 | .586 | 1st Ivy League | 12-3 | .800 | (12) L2nd |
| Pennsylvania | 1980-81 | 20-8 | .714 | 2nd Ivy League | 13-2 | .867 | NIT L1st |
| Pennsylvania | 1981-82 | 17-10 | .630 | 1st Ivy League | 12-2 | .857 | (12) L1st |
| Pennsylvania | 1982-83 | 15-9 | .625 | 2nd Ivy League | 11-3 | .786 | no playoff |
| Pennsylvania | 1983-84 | 10-16 | .385 | 4th Ivy League | 7-7 | .500 | no playoff |
| Pennsylvania | 1984-85 | 13-14 | .481 | 1st Ivy League | 10-4 | .714 | (15) L1st |
| Pennsylvania | 1985-86 | 15-11 | .577 | T2nd Ivy League | 9-5 | .643 | no playoff |
| Pennsylvania | 1986-87 | 13-14 | .481 | 1st Ivy League | 10-4 | .714 | (16) L1st |
| Pennsylvania | 1987-88 | 10-16 | .385 | T4th Ivy League | 8-6 | .571 | no playoff |
| Pennsylvania | 1988-89 | 13-13 | .500 | 3rd Ivy League | 9-5 | .643 | no playoff |
| Pennsylvania | 1989-90 | 12-14 | .462 | T3rd Ivy League | 7-7 | .500 | no playoff |
| Pennsylvania | 1990-91 | 9-17 | .346 | T3rd Ivy League | 6-8 | .429 | no playoff |
| Pennsylvania | 1991-92 | 16-10 | .615 | 2nd Ivy League | 9-5 | .643 | no playoff |
| Pennsylvania | 1992-93 | 22-5 | .815 | 1st Ivy League | 14-0 | 1.000 | (14) L1st |
| Pennsylvania | 1993-94 | 24-3 | .889 | 1st Ivy League | 14-0 | 1.000 | (11) L2nd |
| Pennsylvania | 1994-95 | 22-6 | .786 | 1st Ivy League | 14-0 | 1.000 | (12) L1st |
| Pennsylvania | 1995-96 | 17-10 | .630 | 2nd Ivy League | 12-2 | .857 | no playoff |
| Pennsylvania | 1996-97 | 12-14 | .462 | 4th Ivy League | 8-6 | .571 | no playoff |
| Pennsylvania | 1997-98 | 17-12 | .586 | 2nd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 1998-99 | 21-6 | .778 | 1st Ivy League | 13-1 | .929 | (11) L1st |
| Pennsylvania | 1999-00 | 21-8 | .724 | 1st Ivy League | 14-0 | 1.000 | (13) L1st |
| Pennsylvania | 2000-01 | 12-17 | .414 | 3rd Ivy League | 9-5 | .643 | no playoff |
| Pennsylvania | 2001-02 | 25-7 | .781 | 1st Ivy League | 11-3 | .786 | (11) L1st |
| Pennsylvania | 2002-03 | 22-5 | .815 | 1st Ivy League | 14-0 | 1.000 | (11) L1st |
| Pennsylvania | 2003-04 | 17-10 | .630 | 2nd Ivy League | 10-4 | .714 | no playoff |
| Pennsylvania | 2004-05 | 20-8 | .714 | 1st Ivy League | 13-1 | .929 | (13) L1st |
| Pennsylvania | 2005-06 | 20-8 | .714 | 1st Ivy League | 12-2 | .857 | (15) L1st |
| Pennsylvania | 2006-07 | 22-9 | .710 | 1st Ivy League | 13-1 | .929 | (14) L1st |
| Pennsylvania | 2007-08 | 13-18 | .419 | 3rd Ivy League | 8-6 | .571 | no playoff |
| Pennsylvania | 2008-09 | 10-18 | .357 | T6th Ivy League | 6-8 | .429 | no playoff |
| Pennsylvania | 2009-10 | 6-22 | .214 | T5th Ivy League | 5-9 | .357 | no playoff |
| Pennsylvania | 2010-11 | 13-15 | .464 | 4th Ivy League | 7-7 | .500 | no playoff |
| Pennsylvania | 2011-12 | 20-13 | .606 | 2nd Ivy League | 11-3 | .786 | CBI L2nd |
| Pennsylvania | 2012-13 | 9-22 | .290 | 1st Ivy League | 6-8 | .429 | no playoff |
| Pennsylvania | 2013-14 | 8-20 | .286 | T6th Ivy League | 5-9 | .357 | no playoff |
| Pennsylvania | 2014-15 | 9-19 | .321 | 8th Ivy League | 4-10 | .286 | no playoff |
| Pennsylvania | 2015-16 | 11-17 | .393 | 5th Ivy League | 5-9 | .357 | no playoff |
| Pennsylvania | 2016-17 | 13-15 | .464 | 4th Ivy League | 6-8 | .429 | no playoff |
| Pennsylvania | 2017-18 | 24-9 | .727 | 2nd Ivy League | 12-2 | .857 | (16) L1st |
| Pennsylvania | 2018-19 | 19-12 | .613 | 4th Ivy League | 7-7 | .500 | no playoff |
| Pennsylvania | 2019-20 | 16-11 | .593 | 4th Ivy League | 8-6 | .571 | virus |
| Pennsylvania | 2021-22 | 12-16 | .429 | 3rd Ivy League | 9-5 | .643 | no playoff |