Goin' Out of My Head is an album by American jazz guitarist Wes Montgomery that was released in 1966.

It was producer Creed Taylor's idea that Montgomery should do a cover of the title song, a 1964 hit by Little Anthony and the Imperials.

[2] In his Allmusic review, critic Scott Yanow described Montgomery's album as "little more than a pleasant melody statement...

"[4] Jazz writer Josef Woodard called the release: "Commercial firepower and Grammy-winning accessibility notwithstanding, it's a classic big-band album, with smart charts by Nelson and stolen moments of Montgomery's guitar grandeur and romantic truth scattered throughout.

The title track that made so much commercial and critical noise is all of 2:12 in duration, but the album also features plenty of jazz fiber.