- Baby $hit by Freddie Gibbs & The Alchemist
- Bacc On Tha Rise by Tha Dogg Pound prod. by Daz Dillinger & Shawty Redd
- Back Again by Dilated Peoples
- Backwards by Mobb Deep
- Bad Mistake by Willie the Kid & The Alchemist
- Bad News by Action Bronson & Danny Brown
- Bally Shoe by Step Brothers (Ft. Fargo & Psycho Les)
- Bang Bang by Capone-N-Noreaga (Ft. Foxy Brown)
- Bang, Bang by Jadakiss
- Bangers (Ft. Lloyd Banks)
- Banging Sound by Step Brothers (Ft. Fashawn)
- Bang on 'Em by Prodigy & The Alchemist
- Bar-Barian by Sean Price
- Barragán Lighting by Larry June, The Alchemist, Joey Bada$$ & Curren$y
- Basics by Tony Touch (Ft. Prodigy of Mobb Deep)
- Bassheads by Gangrene prod. by Oh No
- Battery Acid by Lil B
- BBS by Curren$y & The Alchemist
- Bear Meat by Prodigy & The Alchemist
- Beetlejuice by Charles Hamilton