Backing Vocals – Candice PillayFeaturing, Vocals – D.R.A.M., PARTYNEXTDOOR, Schoolboy QInstruments [Korg SV-1] – Rogét Chahayed*Mastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer, Instruments [Ibanez 1200 Bass, Gibson SG Custom, Fender Rhodes, Roland Jupiter-8], Mixed By – Calvin HarrisRecorded By – David "Prep" Hughes*, Marcos TovarWritten-By – Adam Wiles, Brittany Hazzard, Quincey Hanley*, Rogét Chahayed*, Shelley Massenburg-Smith

Backing Vocals [Additional Background Vocals] – StarrahFeaturing, Vocals – Ariana Grande, Pharrell Williams, Young Thug (2)Mastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer [Additional Vocal Production], Instruments [Fender Rhodes, Additional Percussion] – Pharrell WilliamsProducer, Instruments [Ibanez 1200 Bass, Linn LM-2, 1976 Yamaha UX Ebony Piano, Gibson SG Custom, 1965 Fender Stratocaster, Flexitone, Wurlitzer Electric Piano, Roland Jupiter-8], Mixed By – Calvin HarrisRecorded By – Andrew Coleman (3), Marcos Tovar, Shawn "Source" JarrettRecorded By [Assistant] – Matthew DesrameauxWritten-By – Adam Wiles, Brittany Hazzard, Jeffery Williams*, Pharrell Williams

Featuring, Vocals – Future (4), Khalid (16)Mastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer, Instruments [Yamaha C7 Piano, Ibanez 1200 Bass, Roland Jupiter-8, Fender Rhodes, PPG Wave 2.2, Linn LM-2, 1965 Fender Stratocaster, ARP String Ensemble PE-IV], Mixed By – Calvin HarrisRecorded By – Calvin Harris, Seth FirkinsWritten-By – Adam Wiles, Khalid Robinson, Nayvadius Wilburn

Featuring – A-Trak, Travis Scott (2)Instruments [Technics SL1200 Turntables, Pioneer DJM-S9 Mixer] – A-TrakMastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer, Instruments [PPG Wave 2.2, Gibson SG Custom, Ibanez 1200 Bass, Roland Jupiter-8, Fender Rhodes, Yamaha C7 Piano, Roland TR-808], Mixed By – Calvin HarrisRecorded By – Blake Harden, Marcos TovarVocals – Travis Scott (2)Written-By – Adam Wiles, Brittany Hazzard, Jacques Webster

Backing Vocals – Joe VinylFeaturing, Vocals – John Legend, Snoop Dogg, TakeoffInstruments [Wurlitzer] – Clyde AudioMastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer, Instruments [Fender Rhodes, Ibanez 1200 Bass, Linn LM-2, Sequential Circuits Prophet 5, PPG Wave 2.2, Claps], Mixed By – Calvin HarrisRecorded By – Calvin Harris, Daryl "DJ Durel" McPhersonWritten-By – Adam Wiles, Calvin Broadus, John Stephens (3), Kiari Cephus, Kirsnick Ball, Quavious Marshall

Engineer [Assistant] – Nick ValentinFeaturing, Vocals – Nicki MinajMastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer [Vocal Production] – Nick Cooper (16)Producer, Instruments [Roland Jupiter-8, Ibanez 1200 Bass, Linn LM-2, Gibson SG Custom, 1965 Fender Stratocaster, PPG Wave 2.2], Mixed By – Calvin HarrisRecorded By – Aubry "Big Juice" Delaine*Written-By – Adam Wiles, Brittany Hazzard, Onika Maraj

Featuring, Vocals – Big Sean, Katy Perry, Pharrell WilliamsMastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer, Instruments [Ibanez 1200 Bass, Linn LM-2, 1976 Yamaha UX Ebony Piano, Gibson SG Custom, 1965 Fender Stratocaster, Wurlitzer Electric Piano, Claps], Mixed By – Calvin HarrisRecorded By – Gregg Rominiecki*, Marcos Tovar, Mike Larson (4)Recorded By [Assistant] – Iain Findlay, Jacob DennisWritten-By – Adam Wiles, Brittany Hazzard, Katy Perry, Pharrell Williams, Sean Anderson (3)

Backing Vocals – Jessie ReyezFeaturing, Vocals – Kehlani, Lil YachtyMastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer, Instruments [Fender Rhodes, Ibanez 1200 Bass, Roland TR-808, Yamaha C7 Piano], Mixed By – Calvin HarrisRecorded By – Marcos Tovar, Thomas "Tillie" MannStrings – The Joe Vinyl String Orchestra*Written-By – Adam Wiles, Jessie Reyez, Miles McCollum

Featuring, Vocals – Jessie ReyezMastered By – Dave KutchMastered By [For Vinyl] – Mike MarshProducer, Instruments [Gibson SG Custom, SCI Drumtraks, Ibanez 1200 Bass], Recorded By, Mixed By – Calvin HarrisWritten-By – Adam Wiles, Jessie Reyez