The artist featured on the 'Red' and 'Red (Taylor's Version)' track 'The Last Time' is Gary Lightbody, the lead vocalist of Snow Patrol. The song is a duet that tells the story of a failing relationship and the struggle to let go. Taylor Swift and Gary Lightbody's powerful vocals blend seamlessly in the emotional ballad, making it a fan favorite from the album.