In his four-year NBA career, Tolliver has played for the San Antonio Spurs, the Portland Trail Blazers, the Golden State Warriors and the Minnesota Timberwolves, whom he has played for the last two seasons. Last season, Tolliver played in 51 games, averaging 4.1 points and three rebounds per game.
Over his career, Tolliver averages 6.8 points, 4.5 rebounds and 1.1 assists per game. He averages 42 percent from the field, 32 percent from three-point range and 77 percent from the foul line. His best season was 2009-10 with the Warriors where he averaged 12.3 points, 7.3 rebounds and two assists per game.