"The Sweet Escape" is a ska and doo-wop song composed in the key of B♭ minor.[6] It is written in compound quadruple meter, commonly used in doo-wop, and has a moderate tempo of 120 beats per minute. Stefani's vocal range covers nearly two octaves, from G3 to F5.[6]