Stereo Review wrote in 1959 that "Sinatra swaggers his way with effortless verve through an appealing collection of bouncy standards, aptly described in the album notes as 'vocals that dance'".

[5] Tracks 1, 5, 6, 12: Mannie Klein, Shorty Sherock, Conrad Gozzo, Frank Beach, Joe Triscari (tpt); Ed Kusby, William Schaefer, Joe Howard, Si Zentner (tbn); Willie Schwartz, Buddy Collette, Babe Russin, Bill Ulyate, Chuck Gentry (sax/wwd); Bill Miller (p); Allan Reuss (g); Mike Rubin (b); Irving Cottler (d).

Tracks 2, 3, 11: Shorty Sherock, Conrad Gozzo, Mannie Klein, Frank Beach (tpt); Milt Bernhart, Si Zentner, Tommy Pederson, Murray McEachem (tbn); Skeets Herfurt, Buddy Collette, Babe Russin, Fred Falensby, Justin Gordon (sax/wwd); Bill Miller (p); Al Hendrickson (g); Joe Comfort (b); Shelly Manne (d).

Tracks 4, 7, 8, 9, 10: Shorty Sherock, Conrad Gozzo, Mannie Klein, Pete Candoli (tpt); Ed Kusby, Si Zentner, Tommy Pederson, Murray McEachem (tbn); Skeets Herfurt, Buddy Collette, Babe Russin, Fred Falensby, Bill Ulyate (sax/wwd); Bill Miller (p); Al Hendrickson (g); Keith Mitchell (b); Irving Cottler (d).

Track 13: Conrad Gozzo, Mickey Mangano, Robert Guy, Pete Candoli (tpt); Joe Howard, Tommy Pederson, Milt Bernhart, Ed Kusby (tbn); Red Callender (tuba); Willie Schwartz, Phil Sobel, Jules Jacob, Chuck Gentry, Buddy Collette (sax/wwd); Verlye Mills (harp); Bill Miller (p); Al Hendrickson (g); Ralph Pena (b); Alvin Stoller (d); Frank Flynn, Milt Holland (perc).