| TEAM | SEASON | RECORD | PERC | CNF STAND | CNF REC | CNF PERC | FINISH |
| UMass | 1901-02 | 5-3 | .625 | no playoff | |||
| UMass | 1902-03 | 4-3 | .571 | no playoff | |||
| UMass | 1903-04 | 3-3 | .500 | no playoff | |||
| UMass | 1904-05 | 3-5 | .375 | no playoff | |||
| UMass | 1905-06 | 1-4 | .200 | no playoff | |||
| UMass | 1906-07 | 6-8 | .429 | no playoff | |||
| UMass | 1907-08 | 4-12 | .250 | no playoff | |||
| UMass | 1908-09 | 2-6 | .250 | no playoff | |||
| UMass | 1916-17 | 4-2 | .667 | no playoff | |||
| UMass | 1917-18 | 6-6 | .500 | no playoff | |||
| UMass | 1918-19 | 3-8 | .273 | no playoff | |||
| UMass | 1919-20 | 7-8 | .467 | no playoff | |||
| UMass | 1920-21 | 7-9 | .438 | no playoff | |||
| UMass | 1921-22 | 11-4 | .733 | no playoff | |||
| UMass | 1922-23 | 7-5 | .583 | no playoff | |||
| UMass | 1923-24 | 10-3 | .769 | no playoff | |||
| UMass | 1924-25 | 11-3 | .786 | no playoff | |||
| UMass | 1925-26 | 12-2 | .857 | Independent | no playoff | ||
| UMass | 1926-27 | 8-5 | .615 | no playoff | |||
| UMass | 1927-28 | 7-7 | .500 | no playoff | |||
| UMass | 1928-29 | 5-9 | .357 | no playoff | |||
| UMass | 1929-30 | 11-3 | .786 | no playoff | |||
| UMass | 1930-31 | 11-4 | .733 | no playoff | |||
| UMass | 1931-32 | 10-4 | .714 | no playoff | |||
| UMass | 1932-33 | 6-8 | .429 | no playoff | |||
| UMass | 1933-34 | 12-0 | 1.000 | no playoff | |||
| UMass | 1934-35 | 6-6 | .500 | no playoff | |||
| UMass | 1935-36 | 2-12 | .143 | no playoff | |||
| UMass | 1936-37 | 8-6 | .571 | no playoff | |||
| UMass | 1937-38 | 8-6 | .571 | no playoff | |||
| UMass | 1938-39 | 7-7 | .500 | no playoff | |||
| UMass | 1939-40 | 1-14 | .067 | no playoff | |||
| UMass | 1940-41 | 5-9 | .357 | no playoff | |||
| UMass | 1941-42 | 8-6 | .571 | no playoff | |||
| UMass | 1942-43 | 5-8 | .385 | no playoff | |||
| UMass | 1945-46 | 4-8 | .333 | no playoff | |||
| UMass | 1946-47 | 4-12 | .250 | 5th Yankee | 0-2 | .000 | no playoff |
| UMass | 1947-48 | 2-14 | .125 | 6th Yankee | 0-4 | .000 | no playoff |
| UMass | 1948-49 | 6-12 | .333 | 4th Yankee | 2-2 | .500 | no playoff |
| UMass | 1949-50 | 8-11 | .421 | 3rd Yankee | 2-3 | .400 | no playoff |
| UMass | 1950-51 | 6-15 | .286 | 5th Yankee | 1-3 | .250 | no playoff |
| UMass | 1951-52 | 4-17 | .190 | 6th Yankee | 0-6 | .000 | no playoff |
| UMass | 1952-53 | 4-15 | .211 | 6th Yankee | 1-4 | .200 | no playoff |
| UMass | 1953-54 | 13-9 | .591 | 2nd Yankee | 5-1 | .833 | no playoff |
| UMass | 1954-55 | 10-14 | .417 | 3rd Yankee | 4-2 | .667 | no playoff |
| UMass | 1955-56 | 17-6 | .739 | 2nd Yankee | 5-1 | .833 | no playoff |
| UMass | 1956-57 | 13-11 | .542 | 4th Yankee | 4-4 | .500 | no playoff |
| UMass | 1957-58 | 13-12 | .520 | 2nd Yankee | 5-5 | .500 | no playoff |
| UMass | 1958-59 | 11-13 | .458 | 3rd Yankee | 5-5 | .500 | no playoff |
| UMass | 1959-60 | 14-10 | .583 | 2nd Yankee | 6-4 | .600 | no playoff |
| UMass | 1960-61 | 16-10 | .615 | 4th Yankee | 4-6 | .400 | no playoff |
| UMass | 1961-62 | 15-9 | .625 | 1st Yankee | 8-2 | .800 | no playoff |
| UMass | 1962-63 | 12-12 | .500 | 3rd Yankee | 6-4 | .600 | no playoff |
| UMass | 1963-64 | 15-9 | .625 | 3rd Yankee | 5-5 | .500 | no playoff |
| UMass | 1964-65 | 13-11 | .542 | 2nd Yankee | 8-2 | .800 | no playoff |
| UMass | 1965-66 | 11-13 | .458 | 3rd Yankee | 5-5 | .500 | no playoff |
| UMass | 1966-67 | 11-14 | .440 | 3rd Yankee | 7-3 | .700 | no playoff |
| UMass | 1967-68 | 14-11 | .560 | 1st Yankee | 8-2 | .800 | no playoff |
| UMass | 1968-69 | 17-7 | .708 | 1st Yankee | 9-1 | .900 | no playoff |
| UMass | 1969-70 | 18-7 | .720 | 1st Yankee | 8-2 | .800 | no playoff |
| UMass | 1970-71 | 23-4 | .852 | 1st Yankee | 10-0 | 1.000 | no playoff |
| UMass | 1971-72 | 14-12 | .538 | 2nd Yankee | 6-4 | .600 | no playoff |
| UMass | 1972-73 | 20-7 | .741 | 1st Yankee | 10-2 | .833 | no playoff |
| UMass | 1973-74 | 21-5 | .808 | 1st Yankee | 11-1 | .917 | no playoff |
| UMass | 1974-75 | 18-8 | .692 | 1st Yankee | 10-2 | .833 | no playoff |
| UMass | 1975-76 | 21-6 | .778 | 1st Yankee | 11-1 | .917 | no playoff |
| UMass | 1976-77 | 20-11 | .645 | 4th ECBL East | 3-4 | .429 | no playoff |
| UMass | 1977-78 | 15-12 | .556 | 3rd Eastern Ath | 5-5 | .500 | no playoff |
| UMass | 1978-79 | 5-22 | .185 | 8th Eastern Ath | 0-10 | .000 | no playoff |
| UMass | 1979-80 | 2-24 | .077 | 8th Eastern Ath | 0-10 | .000 | no playoff |
| UMass | 1980-81 | 3-24 | .111 | 8th Eastern Ath | 0-13 | .000 | no playoff |
| UMass | 1981-82 | 7-20 | .259 | 8th Eastern Ath | 3-11 | .214 | no playoff |
| UMass | 1982-83 | 6-20 | .231 | T8th Atlantic 10 | 5-11 | .312 | no playoff |
| UMass | 1983-84 | 11-17 | .393 | 8th Atlantic 10 | 7-13 | .350 | no playoff |
| UMass | 1984-85 | 12-15 | .444 | T5th Atlantic 10 | 9-10 | .474 | no playoff |
| UMass | 1985-86 | 8-19 | .296 | 7th Atlantic 10 | 6-13 | .316 | no playoff |
| UMass | 1986-87 | 10-16 | .385 | 7th Atlantic 10 | 7-12 | .368 | no playoff |
| UMass | 1987-88 | 7-16 | .304 | 9th Atlantic 10 | 5-14 | .263 | no playoff |
| UMass | 1988-89 | 8-17 | .320 | 8th Atlantic 10 | 5-14 | .263 | no playoff |
| UMass | 1989-90 | 17-13 | .567 | 6th Atlantic 10 | 12-9 | .571 | NIT L1st |
| UMass | 1990-91 | 19-13 | .594 | T6th Atlantic 10 | 10-9 | .526 | NIT |
| UMass | 1991-92 | 29-5 | .853 | 1st Atlantic 10 | 16-3 | .842 | (3) LRsmi |
| UMass | 1992-93 | 24-7 | .774 | 1st Atlantic 10 | 14-3 | .824 | (3) L2nd |
| UMass | 1993-94 | 28-7 | .800 | 1st Atlantic 10 | 17-2 | .895 | (2) L2nd |
| UMass | 1994-95 | 29-5 | .853 | 1st Atlantic 10 | 16-3 | .842 | (2) LRfin |
| UMass | 1995-96 | 35-2 | .946 | 1st Atlantic 10 East | 15-1 | .938 | (1) LNsmi |
| UMass | 1996-97 | 19-14 | .576 | 3rd Atlantic 10 East | 11-5 | .688 | (11) L1st |
| UMass | 1997-98 | 21-11 | .656 | 3rd Atlantic 10 East | 13-5 | .722 | (7) L1st |
| UMass | 1998-99 | 14-16 | .467 | 3rd Atlantic 10 East | 9-7 | .562 | no playoff |
| UMass | 1999-00 | 17-16 | .515 | 3rd Atlantic 10 East | 9-7 | .562 | no playoff |
| UMass | 2000-01 | 15-15 | .500 | 4th Atlantic 10 | 11-5 | .688 | no playoff |
| UMass | 2001-02 | 13-16 | .448 | 4th Atlantic 10 East | 6-10 | .375 | no playoff |
| UMass | 2002-03 | 11-18 | .379 | 4th Atlantic 10 East | 6-10 | .375 | no playoff |
| UMass | 2003-04 | 10-19 | .345 | 4th Atlantic 10 East | 4-12 | .250 | no playoff |
| UMass | 2004-05 | 16-12 | .571 | 3rd Atlantic 10 East | 9-7 | .562 | no playoff |
| UMass | 2005-06 | 13-15 | .464 | 10th Atlantic 10 | 8-8 | .500 | no playoff |
| UMass | 2006-07 | 24-9 | .727 | 2nd Atlantic 10 | 13-3 | .812 | NIT L2nd |
| UMass | 2007-08 | 25-11 | .694 | 3rd Atlantic 10 | 10-6 | .625 | NIT Lfin |
| UMass | 2008-09 | 12-18 | .400 | 10th Atlantic 10 | 7-9 | .438 | no playoff |
| UMass | 2009-10 | 12-20 | .375 | 11th Atlantic 10 | 5-11 | .312 | no playoff |
| UMass | 2010-11 | 15-15 | .500 | 8th Atlantic 10 | 7-9 | .438 | no playoff |
| UMass | 2011-12 | 25-12 | .676 | 8th Atlantic 10 | 9-7 | .562 | NIT Lsmi |
| UMass | 2012-13 | 21-12 | .636 | 6th Atlantic 10 | 9-7 | .562 | NIT L1st |
| UMass | 2013-14 | 24-9 | .727 | 6th Atlantic 10 | 10-6 | .625 | (6) L2nd |
| UMass | 2014-15 | 17-15 | .531 | 8th Atlantic 10 | 10-8 | .556 | no playoff |
| UMass | 2015-16 | 14-18 | .438 | 10th Atlantic 10 | 6-12 | .333 | no playoff |
| UMass | 2016-17 | 15-18 | .455 | 12th Atlantic 10 | 4-14 | .222 | no playoff |
| UMass | 2017-18 | 13-20 | .394 | 13th Atlantic 10 | 5-13 | .278 | no playoff |
| UMass | 2018-19 | 11-21 | .344 | 13th Atlantic 10 | 4-14 | .222 | no playoff |
| UMass | 2019-20 | 14-17 | .452 | 8th Atlantic 10 | 8-10 | .444 | virus |
| UMass | 2020-21 | 8-7 | .533 | 5th Atlantic 10 | 6-4 | .600 | no playoff |
| UMass | 2021-22 | 15-17 | .469 | 10th Atlantic 10 | 7-11 | .389 | no playoff |
| UMass | 2022-23 | 15-16 | .484 | 13th Atlantic 10 | 6-12 | .333 | no playoff |
| UMass | 2023-24 | 20-11 | .645 | 4th Atlantic 10 | 11-7 | .611 | no playoff |
| UMass | 2024-25 | 12-20 | .375 | 11th Atlantic 10 | 7-11 | .389 | no playoff |
| UMass | 2025-26 | 17-16 | .515 | 8th MAC | 7-11 | .389 |