Bass – Q-TipDrum Programming – Q-TipKeyboards – Casey Benjamin, Q-TipVocals – Phife*, Q-TipWritten-By – William Ward*, John Osbourne (3), Kamaal Fareed, Malik Izaak Taylor*, Terrance Butler*, Anthony Frank Iommi*

Drums – Q-TipVocals – Consequence (2), Jarobi, Phife*, Q-TipWritten-By – Dexter Mills*, Jarobi White, Kamaal Fareed, Malik Izaak Taylor*, Winston Jones (2)

Acoustic Guitar – Jack White (2)Bass – Q-TipDrums – Q-TipKeyboards – Masayuki "BIGYUKI" Hirano*Piano – Elton JohnVocals – Busta Rhymes, Elton John, Jack White (2), Phife*, Q-TipWritten-By – Jack White (2), Kamaal Fareed, Malik Izaak Taylor*, Trevor Smith (4)

Drum Programming – Q-TipEngineer [Assistant] – Laura Gonzalez, Robert Kirby (3)Keyboards – Q-TipRecorded By [Additional Phife Vocals] – Michael StaritaVocals – Busta Rhymes, Jarobi, Phife*, Q-TipWritten-By – Headley Bennett*, Damo Suzuki, Fitzroy Simpson, Holgar Czukay*, Huford Brown, Irmin Schmidt, Jackie Mittoo, Jaki Liebezeit, Jarobi White, Kamaal Fareed, Leroy Sibblis*, Lloyd Ferguson, Malik Izaak Taylor*, Michael Karoli, Robert Lyn*, Trevor Smith (4)

Bass – Q-TipDrums – Q-TipKeyboards – Casey Benjamin, Masayuki "BIGYUKI" Hirano*Vocals – André 3000*, Q-TipWritten-By – André Lauren Benjamin*, Kamaal Fareed

Bass – Thaddaeus TribbettBass [Additional] – Louis CatoDrum Programming – Q-TipDrums – Q-TipDrums [Additional] – Mark ColenburgElectric Piano [Fender Rhodes] – Casey BenjaminGuitar – Chris Sholar*Synthesizer – Masayuki "BIGYUKI" Hirano*Vocals – Abbey Smith, Marsha Ambrosius, Q-TipWritten-By – Kamaal Fareed, Louis Cato, Marsha Ambrosius, Hirano Masayuki*

Bass – Q-TipKeyboards – Masayuki "BIGYUKI" Hirano*Scratches – George "DJ Scratch" Spivey*Vocals – Jarobi, Q-TipWritten-By – Kamaal Fareed

Acoustic Guitar – Chris Sholar*Bass – Q-TipGuitar – Blair WellsOrgan – Casey BenjaminPiano – Masayuki "BIGYUKI" Hirano*Vocals – Busta Rhymes, Consequence (2), Q-TipWritten-By – Derek Shulman, Dexter Mills*, Kamaal Fareed, Kerry Minnear, Philip Shulman, Raymond Shulman*, Trevor Smith (4)

Bass – Q-TipVocals – Consequence (2), Phife*, Q-TipWritten-By – Kamaal Fareed, Malik Izaak Taylor*

Bass – Q-TipGuitar – Louis CatoKeyboards – Masayuki "BIGYUKI" Hirano*, Q-TipVocals – Consequence (2), Jarobi, Kanye West, Q-Tip, Talib KweliWritten-By – Dexter Mills*, Jarobi White, Kamaal Fareed, Talib Kweli Greene

Bass – Q-TipGuitar – Chris Parks (3), Chris Sholar*Piano – Kris BowersVocals – Jarobi, Katia Cadet, Q-TipWritten-By – Damo Suzuki, Holgar Czukay*, Irmin Schmidt, Jaki Liebezeit, Jarobi White, Kamaal Fareed, Michael Karoli

Bass – Q-TipDrums – Q-TipGuitar – Chris Sholar*Keyboards – Casey BenjaminVocals – Anderson .Paak, Jarobi, Q-TipWritten-By – Brandon Paak Anderson*, Kamaal Fareed

Drum Programming – Q-TipVocals – Kendrick Lamar, Phife*Written-By – Kamaal Fareed, Kendrick Lamar Duckworth*, Malik Izaak Taylor*

Bass – Louis Cato, Q-TipGuitar – Chris Sholar*, Jack White (2)Piano – Casey BenjaminScratches – George "DJ Scratch" Spivey*Vocals – Q-TipWritten-By – Jack White (2), Kamaal Fareed

Bass – Q-TipGuitar – Jack White (2), Louis CatoKeyboards – Masayuki "BIGYUKI" Hirano*Scratches – George "DJ Scratch" Spivey*Vocals – Busta Rhymes, Katia Cadet, Phife*, Q-TipWritten-By – Kamaal Fareed