Little Bitty Pretty One - Bobby Day and The Satellites
- 20 Great Cruising Favourites of the 50s and 60s Volume 3 - CDROP1016
- 200 Original Jukebox Hits - HRCD8081
- Doo Wop Chartbusters - 600145
- Gee Whiz - The Class Records Story 1956-1962
- High School Rock - Teenage Ballads - 60026
- Roots of Rock & Roll - Rough and Rowdy, 200 Hits & Rarities - 600133
- Shake, Rattle and Roll - Original Hits And Rarities of the 50s
- Spotlite On Class Records - Volume 1 - COL-CD-5651
- The Forgotten 45s - 1957-1959
- We Were First - 180 Hits in Their Original Versions - 600204
Little Bitty Pretty One 
- Clyde McPhatter - Little Bitty Pretty One - Frankie Avalon
- Little Bitty Pretty One - Frankie Lymon
- Little Bitty Pretty One - Screamin' Jay Hawkins
- Little Bitty Pretty One - The Jackson 5
- Little Bitty Pretty One - Thurston Harris
(and The Sharps)
- Little Bitty Pretty One - Wayne Cochran