The Bills traded McGahee to the Baltimore Ravens. McGahee was voted to his only Pro Bowl in 2007 for Baltimore after rushing for 1,207 yards on 294 carries and eight total touchdowns. However, the Ravens missed the playoffs on a 5-11 mark. McGahee was about the only offensive brightspot for the Ravens that year, wearing #23.