Producer: Kanye West
Producer, Co- Producer: Mike Caren
Producer, Co- Producer: NO-ID
Producer, Co- Producer, Studio Personnel, Recording Engineer, Mixer, Associated Performer, Keyboards: Mike Dean
Studio Personnel, Recording Engineer, Mixer: Andrew Dawson
Studio Personnel, Recording Engineer, Mixer, Associated Performer, Drum Programmer: Anthony Kilhoffer
Studio Personnel, Recording Engineer: Noah Goldstein
Studio Personnel, Assistant Mixer: Gaylord Holomalia
Studio Personnel, Assistant Mixer: Christian Mochizuki
Studio Personnel, Assistant Mixer: Pete Bischoff
Associated Performer, Additional Vocals: Teyana Taylor
Associated Performer, Additional Vocals: The-Dream
Composer Lyricist: Kanye West
Composer Lyricist: Mike Caren
Composer Lyricist: Ernest Wilson
Composer Lyricist: Mike Dean
Composer Lyricist: Sylvester Stewart
Composer Lyricist: Tony Joe White
Composer Lyricist: Terence Butler
Composer Lyricist: Tony Iommi
Composer Lyricist: John Osbourne
Composer Lyricist: William Ward
