Producer: Kanye West
Producer, Co- Producer: Jeff Bhasker
Studio Personnel, Mixer, Recording Engineer: Noah \"40\" Shebib
Studio Personnel, Assistant Mixer: Noel Cadastre
Studio Personnel, Mastering Engineer: Chris Gehringer
Composer Lyricist: A. Graham
Composer Lyricist: K. West
Composer Lyricist: J. Bhasker
Composer Lyricist: P. Reynolds