Musicians •
Post Malone – vocals, guitar (all tracks); drums (tracks 3, 7, 12, 15), tambourine (3),
programming (4, 6), drum programming (5), piano (8, 15), bass guitar (12) •
Louis Bell – programming (all tracks), piano (1–6, 8–11, 14, 15, 17, 18), drum programming (2, 3, 5–10, 12–15, 17, 18), bass programming (2, 4–10, 12–14, 17, 18), keyboards (2–10, 12–14, 17, 18) •
Andrew Watt – guitar (1–6, 8–11, 14–17), bass guitar (1, 3, 6, 8–11, 14, 17, 18), drums (2–4, 6, 8–11, 14, 17, 18), keyboards (3), programming (4, 17, 18), piano (10) •
David Campbell – string arrangement (1, 9, 11), conductor (11) • Paula Hochhalter – violin (1), cello (9, 11) • Josefina Vergara – violin (1) • Tammy Hatwan – violin (1) •
Mick Jagger –
maracas (3) •
Max Martin – guitar, piano (7, 12); bass guitar (7), keyboards (12) •
Rami Yacoub – bass guitar (7), guitar (13) • Jacob Braun – cello (9, 11) • Rodney Wirtz – viola (9, 11) • Linnea Powell – viola (9, 11) • Luke Maurer – viola (9, 11) • Songa Lee – violin (9, 11) • Sara Parkins – violin (9, 11) • Philip Vaiman – violin (9, 11) • Neil Samples – violin (9, 11) • Michele Richards – violin (9, 11) • Joel Pargman – violin (9, 11) • Mario De Leon – violin (9, 11) •
Charlie Bisharat – violin (9, 11)
Technical •
Mike Bozzi –
mastering •
Mark "Spike" Stent –
mixing • Marco Sonzini –
engineering (1–4, 6, 8–11, 14–18) • Paul Lamalfa – engineering (1–4, 6, 8–11, 14–18) • Louis Bell – engineering (4, 5, 7, 12, 13, 15) • Jed Jones – engineering (13, 15), engineering assistance (2, 3, 6, 8, 9) • Joe Dougherty – engineering assistance (1, 2, 10, 11, 14, 16, 17, 18) • Braden Bursteen – engineering assistance (2, 4, 15) • Tommy Turner – engineering assistance (2, 4, 15) • Kelsey Porter – engineering assistance (14, 17, 18) • Marc VanGool – guitar technician, studio technician ==Charts==