Of the original 20 individual sequences, seven of them were filmed in 2-strip Technicolor: the opening sequence: 'Showgirls on Parade', Nino Martini's 'Come Back to Sorrento,' Harry Green's 'Isadore the Toreador' with Kay Francis, Dennis King's 'Nitchavo,' 'Girl of My Dreams', with Richard Arlen, Jean Arthur, Mary Brian, Virginia Bruce, Gary Cooper, James Hall, Phillips Holmes, David Newell, Joan Peers, and Fay Wray, of which only the B&W introduction survives, and the 'Rainbow Revels' finale featuring Maurice Chevalier singing 'Sweeping the Clouds Away', which also survives in B&W. The total Technicolor footage was 2517 feet (768 m), or about 28 minutes.
The Marx Brothers filmed a scene originating from their 1924 Broadway hit "I'll Say She Is", which was later deleted before release but was later placed in the promotional film The House That Shadows Built (1931).
Jeanette MacDonald's participation in Nino Martini's "Song of the Gondolier" musical number was cut from the US version before it was released, but may survive in the Spanish version of the film.
Paramount Pictures was the last of the major Hollywood studios to make a sound all-star musical comedy revue. Paramount On Parade took exactly six months to make(August 19, 1929 - February 19, 1930).
One of over 700 Paramount productions, filmed between 1929 and 1949, which were sold to MCA/Universal in 1958 for television distribution, and have been owned and controlled by Universal ever since. The television version only ran 77 minutes and contained no Technicolor footage.