| 1 | That's What You ThinkVocals – Anita O'Day |
| 2 | Slow DownArranged By – Billy ByersVocals – Anita O'Day |
| 3 | Fish FryArranged By – Manny Albam |
| 4 | Leave Us LeapArranged By – Billy Byers |
| 5 | Boogie BluesVocals – Anita O'Day |
| 6 | After You've Gone |
| 7 | Opus 1Vocals – Anita O'Day |
| 8 | Drummin' ManVocals – Anita O'Day |
| 9 | Wire Brush Stomp |
| 10 | Let Me Off UptownVocals – Anita O'Day, Roy Eldridge |
| 11 | Rockin' Chair |
| 12 | Drum BoogieArranged By – Nat Pierce |
| Category | Artist | Title (Format) | Label | Category | Country | Year |
|---|
| MG V-2008 | Gene Krupa Featuring Anita O'Day - Roy Eldridge | Gene Krupa Featuring Anita O'Day - Roy Eldridge - Drummer Man Gene Krupa In HIghest-FI (LP, Album, Mono, Lam) | Verve Records | MG V-2008 | US | 1956 |
| MG V-2008 | Gene Krupa | Drummer Man (LP, Album) | Verve Records | MG V-2008 | US | 1956 |
| 827.843-4 | Gene Krupa ,Featuring Anita O'Day, Roy Eldridge | Gene Krupa ,Featuring Anita O'Day, Roy Eldridge - Drummer Man (Cass, Album) | Verve Records | 827.843-4 | Germany | Unknown |
| MG V-2008 | Gene Krupa | Drummer Man (LP, Album, RE) | Verve Records | MG V-2008 | France | 2011 |
| 23MJ 3139 | Gene Krupa | Drummer Man (LP, Album, RE) | Verve Records | 23MJ 3139 | Japan | 1982 |