As senior, Stevenson was the winner of the Guardian Insurance Guardian of the Year Award, presented annually to Notre Dame's top offensive lineman. He was an All-Independent first-team selection by the "NFL Draft Report". Starting all 12 games at right guard, he helped an explosive offense that averaged 36.7 points and 477.3 yards per game (330.2 passing, 147.1 rushing). He helped lead the way as halfback Darius Walker eclipsed 100 rushing yards in seven games. On the year, Stevenson produced 78 key blocks/knockdowns with eight touchdown-resulting blocks, as the offensive line allowed only 21 sacks. He also made 71 special teams appearances. He helped the offense churn out more than 500 yards in five separate games and exceed 600 yards once (621 yards against Purdue).