Pink – lead vocals (all tracks), background vocals (tracks 1, 2, 5, 8)
A Strut – background vocals, drums, programming (5)
Aaron Sterling – drums (8)
Billy Mann – acoustic guitar, arrangement, background vocals, bass guitar, programming (8)
Byron Isaacs – background vocals, bass guitar (4)
Chris Stapleton – electric guitar, vocals (13)
David Baron – bass guitar (4)
David Bukovinszky – cello (6)
David Hodges – background vocals, guitar, piano, programming (1)
Doris Sandberg – vocals (6)
Elvira Anderfjärd – background vocals (5)
Fat Max Gsus – bass guitar (5)
Fred – background vocals, bass guitar, drums, guitar, keyboards, programming (2)
Greg Kurstin – bass guitar, drums, electric guitar, keyboards, percussion, synthesizer (7, 9)
Helena Stjernstrom – English horn (6)
James Felice – background vocals (4)
Jameson Moon Hart – vocals (6)
Janne Bjerger – trumpet (6)
Jason Evigan – background vocals, guitar (11)
Jeremiah Fraites – drums, electric guitar, percussion, piano, synthesizer (4)
Jessica Karpov – piano (12)
Johanna Söderberg – background vocals (5)
John Ormond – bass guitar (13)
Johnny McDaid – background vocals (2)
Justin Derrico – electric guitar, mandolin (8); guitar (13)
Klara Söderberg – background vocals, guitar (5)
Laura Mace – background vocals (7)
Magnus Johansson – trumpet (6)
Magnus Sjölander – percussion (6)
Maize Jane Olinger – background vocals (7)
Mattias Bylund – orchestra, synthesizer (6)
Mattias Johansson – violin (6)
Max Martin – background vocals, keyboards, programming (6)
Nate Mercereau – guitar (11)
Noos Johansson – trombone (6)
Pete Wallace – arrangement, programming (8)
Sam de Jong – programming, strings (10)
Shellback – background vocals, bass guitar, drums, guitar, keyboards, percussion, programming (6)
Stephen Wrabel – background vocals, piano (10)
Tomas Jonsson – baritone saxophone, tenor saxophone (6)
Wesley Schultz – vocals (4)
Willow Sage Hart – vocals (6)
Wojtek Goral – alto saxophone (6)