| Official |
|---|
| 2.16 | You Can't Lose a Broken Heart | 3:15 | Billie Holiday | The Complete Decca Recordings | Billie Holiday | Album + Compilation | | GRP | GRD2 601 |
| 2.16 | You Can’t Lose a Broken Heart | 3:15 | Billie Holiday with Sy Oliver and His Orchestra | The Complete Decca Recordings | Billie Holiday | Album + Compilation | | BMG Direct Marketing, Inc. , GRP , MCA Records | D217027, GRD2-601 |
| 2.16 | You Can’t Lose a Broken Heart | 3:15 | Billie Holiday | The Complete Decca Recordings | Billie Holiday | Album + Compilation | | GRP | GRP 26012 |
| 1.8 | You Can’t Lose a Broken Heart | 3:16 | Billie Holiday | Priceless Jazz Collection | Billie Holiday | Album + Compilation | | GRP | GRD-9871 |
| 3.9 | You Can’t Lose a Broken Heart | 3:13 | Billie Holiday | The Complete Commodore & Decca Masters | Billie Holiday | Album + Compilation | | Hip‐O Select | BC013146-02 |
| 2.16 | You Can’t Lose a Broken Heart (single version) | 3:15 | Louis Armstrong, Billie Holiday & Sy Oliver’s Orchestra | The Complete Decca Recordings | Billie Holiday | Album + Compilation | | Verve Reissues | |
| 3.9 | You Can’t Lose a Broken Heart (single version) | 3:13 | Louis Armstrong, Billie Holiday & Sy Oliver’s Orchestra | The Complete Commodore & Decca Masters | Billie Holiday | Album + Compilation | | Verve Reissues | |
| 1.8 | You Can’t Lose a Broken Heart (single version) | 3:16 | Louis Armstrong, Billie Holiday & Sy Oliver’s Orchestra | Priceless Jazz 2: Billie Holiday | Billie Holiday | Album + Compilation | | Verve Reissues | |