[3] Majority of the song consists of melodic, clean guitar tones, and a violin melody played over, composed by band bassist and violinist Paz Lenchantin.
[3][4] Drummer Josh Freese plays the rim of the drum kit on every eighth note, with the song being performed in 6/8.
The "Feel My Ice Dub Mix" featured a greatly slowed down tempo and added electronic beats and effects, giving it a more trance-like sound, where the "All Main Courses Mix" made extensive use of radio static and noise sound effects.
[5] When performed live, in absence of a dedicated violinist, the band would commonly play an alternate version of the song, with Howerdel playing clean electric guitar tones through the song, with the full band backing him with their respective instruments.
[4] Artistdirect editor in chief Rick Florino named the track one of the "Top 20 Maynard James Keenan Songs", calling it "...a tender moment of longing encased in a beautiful, blissful melody...'3 Libras' illuminates the singer's massive vocal range and ability.