| 1957 | That Sentimental Gentleman | Tommy Dorsey | | 2 |
| 1971 | This Is Tommy Dorsey | Tommy Dorsey | | 1 |
| 1975 | The 1930’s – Volume 1 | Benny Goodman, Artie Shaw, Tommy Dorsey, Cab Calloway, Stuff Smith, Louis Armstrong | | 1 |
| 1982 | The Dorsey / Sinatra Sessions Vol. 1 (February 1, 1940 - July 17, 1940) | Tommy Dorsey & Frank Sinatra | | 1 |
| 1986 | The Legend III | Tommy Dorsey | | 1 |
| 1988 | The Kings of Swing, Volume 4 | Ella Fitzgerald, Teddy Wilson & Tommy Dorsey | | 1 |
| 1989 | Plays Sweet & Hot | Tommy Dorsey | | 1 |
| 1990 | The Seventeen Number Ones | Tommy Dorsey | | 1 |
| 1990 | The Jazz Collector Edition: 1935-1940 | Tommy Dorsey | | 1 |
| 1991 | The Jazz Collector Edition, Vol. 1 | Tommy Dorsey | | 1 |
| 1991 | The Best of Tommy Dorsey | Tommy Dorsey | | 1 |
| 1991 | The Best of Tommy Dorsey | Tommy Dorsey | | 1 |
| 1991 | Together 1939-1940 | Tommy Dorsey & Frank Sinatra | | 1 |
| 1992 | Big Bands: Tommy Dorsey | Tommy Dorsey | 5 | 1 |
| 1993 | Giants of the Big Band Era | Tommy Dorsey | | 2 |
| 1993 | The Big Band Hits of Tommy & Jimmy Dorsey | Tommy Dorsey & Jimmy Dorsey | | 1 |
| 1994 | The Song Is You | Tommy Dorsey ♦ Frank Sinatra | | 1 |
| 1994 | Dance with Dorsey | Tommy Dorsey | | 1 |
| 1995 | So Little Time | Tommy Dorsey | | 1 |
| 1996 | The Classic Tracks | Tommy Dorsey | | 1 |
| 1996 | Kings of Trombone | Tommy Dorsey / Glenn Miller | | 1 |
| 1996 | Boogie Woogie | Tommy Dorsey | | 1 |
| 1996 | Greatest Hits | Tommy Dorsey | | 1 |
| 1997 | The Legendary Sides | Tommy Dorsey & Frank Sinatra | | 2 |
| 1997 | A Portrait of Tommy Dorsey | Tommy Dorsey | | 1 |
| 1997 | A Tribute To Tommy Dorsey: Big Band Collector's Series | Tommy Dorsey | | 1 |
| 1997 | Love Songs | Frank Sinatra and the Tommy Dorsey Orchestra | | 1 |
| 1997 | The Fabulous Dorseys | Tommy Dorsey & Jimmy Dorsey | | 1 |
| 1998 | Battle of the Bands | Glenn Miller vs. Tommy Dorsey | | 1 |
| 1998 | Casino Gardens Ballroom 1946 | Tommy Dorsey & Jimmy Dorsey | | 1 |
| 1998 | Swingin' In Hollywood | Tommy Dorsey & Jimmy Dorsey | | 1 |
| 1998 | Tommy Dorsey: The Homefront 1941-1945 | Tommy Dorsey | | 1 |
| 1998 | Tommy Dorsey | Tommy Dorsey | | 1 |
| 1999 | It's All So New! | Frank Sinatra & Tommy Dorsey and His Orchestra | | 1 |
| 1999 | The Complete Standard Transcriptions | Tommy Dorsey | | 1 |
| 1999 | Big Band Fever | Duke Ellington, Count Basie, Tommy Dorsey | | 1 |
| 1999 | New York Jazz in the Roaring Twenties, Volume 2 | Tommy Dorsey, Red Nichols & Jimmy Dorsey | | 1 |
| 1999 | Sentimental Swing | Tommy Dorsey | | 1 |
| 1999 | The Best of Tommy Dorsey | Tommy Dorsey | | 1 |
| 1999 | The Fabulous Frank Sinatra & Tommy Dorsey | Frank Sinatra & Tommy Dorsey | | 1 |
| 2000 | Falling in Love | Frank Sinatra & Tommy Dorsey | | 1 |
| 2000 | The Legendary Big Bands Series | Tommy Dorsey | | 1 |
| 2002 | Presenting... Tommy & Jimmy Dorsey | Tommy Dorsey & Jimmy Dorsey | | 1 |
| 2003 | The Ultimate Collection | Tommy Dorsey | | 1 |
| 2004 | American Music Legends | Tommy Dorsey | | 1 |
| 2004 | Classic Jazz Archive: Tommy Dorsey | Tommy Dorsey | | 1 |
| 2005 | Sentimental Gentleman of Swing: Centennial Collection | Tommy Dorsey | | 1 |
| 2005 | Melody in F | Tommy Dorsey | | 1 |
| 2005 | Quadromania Jazz Edition: Tommy Dorsey: Well Git It | Tommy Dorsey | | 1 |
| 2006 | Dedicated to You | Tommy Dorsey | | 1 |
| 2006 | The Essential Collection | The Dorsey Brothers, Jimmy & Tommy | | 1 |
| 2008 | All Time Hits (With Frank Sinatra, Jo Stafford and the Red Pipers) | Tommy Dorsey | | 1 |
| 2008 | Stop, Look & Listen: 1936-1939 | Tommy Dorsey | | 1 |
| 2010 | Big Bands of the Swingin' Years: Tommy Dorsey (Digitally Remastered) | Tommy Dorsey | | 1 |
| 2011 | Ultimate Big Band Collection: Tommy Dorsey | Tommy Dorsey | | 1 |
| 2013 | The Song Is You | Tommy Dorsey | | 1 |
| 2015 | The Tommy Dorsey Collection | Tommy Dorsey | | 1 |
| 2020 | A Man and His Trombone | Tommy Dorsey | | 1 |
| 2022 | Greatest Hits | Tommy & Jimmy Dorsey | | 1 |
| — | Golden Hits | Tommy Dorsey | | 1 |
| — | Swing Sensation | Tommy Dorsey | | 1 |
