 Early in the 2012–13 season, Stevenson suffered a broken toe during an Edinburgh derby match.He returned to the first team three weeks ahead of schedule.Stevenson provided cover at left-back for defensive injuries and he earned praise from Pat Fenlon for his performance in an Edinburgh derby victory in the 2012–13 Scottish Cup.