"I Only Have Eyes for You" is a swinging performance of the Harry Warren standard from Billie Holiday's 1952 album Solitude. Set at approximately 152 bpm in G with a 36-bar AABA' form, the track features complementary solos from tenor saxophonist Flip Phillips and trumpeter Charlie Shavers. Phillips takes a brief solo spanning roughly the first portion of the form, his warm, breathy tone establishing an inviting atmosphere. Shavers follows with a slightly longer statement that builds in intensity, his trumpet adding dramatic flair to the arrangement. Together, the two horn soloists create a miniature narrative arc that leads back to Holiday's vocal. The medium-up tempo gives the performance a jaunty quality that suits the song's theme of romantic devotion, with Holiday's phrasing riding the swing feel with effortless grace. The Solitude album showcases Holiday surrounded by top-tier jazz instrumentalists who could match her interpretive depth while supporting her singular rhythmic conception. This track demonstrates the art of the jazz vocal recording at its finest, where every element serves the song and the singer's vision.