Stevenson was a second team CoSIDA Academic All-America selection as a senior in 2005. Stevenson helped the Big Red reach the NCAA quarterfinals three times in his four seasons. A two-year starter on close defense, was a crucial member of the ninth-ranked defensive unit in the country, as the Big Red allowed just 7.93 goals per game this season. He collected 32 ground balls on the year and recorded one goal and one assist. A standout in the classroom, Stevenson graduated with a cumulative grade point average of 3.93 in civil engineering and earned a GPA of 4.0 or higher in each of his final four semesters.