"With a Little Luck" was included on the compilation album Wings Greatest (1978) and the Paul McCartney compilation albums All the Best! (1987) and Wingspan: Hits and History (2001). There are two versions of the song: the full-length version, which runs 5:45, and a promotional radio edit version, which runs 3:13 (as it cuts out, among other things, the entire instrumental interlude). The full-length version is included on Wings Greatest and the UK & Canada version of All the Best!, while the radio edit version appears on Wingspan and the US version of All the Best!
