Rob Moose(strings), Blue May, Joe LaPorta, Amber Jones(lead vocals), Freddy Wexler, Sam Miller, Chrome Sparks, Ben Baptie, Bryce Bordone, John Ryan, Ben West(background vocals), Ben West(lead vocals), aksel arvid, Jeff Gunnell, David Paulin(assistant), Dave Clauss(background vocals), Dave Clauss(lead vocals), Laura Sisk, Benjamin Schabel(additional), Dean Reid, Kellie McGrew(additional), Jack Manning(additional), Oli Jacobs, Cam Gilfoy(additional), Isaac Diskin, Jack Normile(additional), Jozef Caldwell(additional), Juanita Manrique(assistant), Joel Quatrocchi(assistant), Kaelen Russell, Mattman & Robin, Jack Antonoff, Nick Taylor(strings), Zach Nahome

Nickie Jon Pabón, Charlie Holmes, Serban Ghenea, Julian Cruz, Tom Norris, Luke Burgoyne(assistant), Dan Grech‐Marguerat, Seb Maletka-Calata(assistant), Tom Elmhirst, Dean Reid, Laura Sisk, Aidan Thillmann(additional), Dave Clauss, Sam Miller, Alex Ghenea, Jack Normile

Kito, Blue May, Violet Skies(additional), Leon Vynehall(additional), MNEK(executive), Julian Bunetta, Omer Fedi, Michael Pollack, Blake Slatkin, MNEK, Margo XS, Tommy Danvers(strings), Benjy Gibson, Luis Navidad, Helena Gao, Dominic Fike, Carter Lang, Sir Dylan, Dijon Duenas, Daniel Chetrit, Harrison Smith, PinkPantheress, Phil(additional), The Dare, Amy Allen(additional), Justin Tranter, Shawn Wasabi, Lana Del Rey, Drew Erickson, Count Baldor(additional), aksel arvid, Dill Aitchison(additional), Sabrina Carpenter, Jack Antonoff, Mattman & Robin, Miranda Lambert, Ella Langley, Ben West, Luke Combs, Chip Matthews, Jonathan Singleton, Max Wolfgang(task), John Ryan, Bart Schoudel(lead vocals), Karl Brazil, Owen Parker, Freddy Wexler, Barney Lister, Jon Shave, Zach Nahome, Jordan Riley, Rob Milton, Troy Taylor(task), MNEK(task), Lily Allen, Seb Chew, Chrome Sparks, Micah Jasper