The cover of the Benny Goodman Jazz Collector Edition features a vintage photograph of the Benny Goodman Quartet, including Benny Goodman on clarinet, Lionel Hampton on piano, Teddy Wilson on piano, and Gene Krupa on drums. The image is in black and white, and the cover has a pink and white striped background. The title 'The Benny Goodman Jazz Collector Edition' is prominently displayed at the top, with 'Rare Recordings' written below it. The cover also includes the numbers '1935-1936' and 'Rare Recordings' in smaller text.