The Grammy Award for Best Rap Song was first awarded in 2004. Years reflect the year in which the Grammy Awards were presented, for works released in the previous year.

2000s

• Grammy Awards of 2005
  • Miri Ben Ari , C. Smith & Kanye West for "Jesus Walks" performed by Kanye West
• Grammy Awards of 2004
  • Jeff Bass , Eminem & Luis Resto for "Lose Yourself " performed by Eminem