All or Nothing (Fat Joe album)

Production was handled by Cool & Dre, DJ Khaled, StreetRunner, Just Blaze, Lil' Jon, L.V., Nasty Beatmakers, Scott Storch, Swizz Beatz, The Runners and Timbaland.

[9] Spin credited the record for Just Blaze's production on "Safe 2 Say" and the Nelly collaboration "Get It Poppin'", calling it "A best-yet mix of the New York hardcore hip-hop that keeps this 50 Cent rival vital and the radio-friendly floor fillers that pad his bank account".

[10] A writer for HipHopDX commended the album for having standout party bangers and street tracks courtesy of Cool & Dre but felt the overall package was below the standards Joe set for himself against 50 Cent and G-Unit, concluding that "With the diverse variety of production and A-List features on All or Nothing it's safe to say that it could have been so, so much more".

[5] Jim During of IGN saw promise in the record because of Just Blaze and Cool & Dre's contributions in the first-half, and Mase and Eminem's guest verses on the "Lean Back" remix, but said it loses that energy when it moves towards the crossover singles.

[13] Dorian Lynskey of The Guardian felt the track listing was nothing more than a typical rapper's checklist, and found Joe's rhymes on "Lean Back (Remix)" to be "workmanlike plod" compared to Eminem's, calling All or Nothing a "makeweight mainstream hip hop album".