The pair led a 17-1 run in the final six minutes that pushed the Cardinal (8-1) ahead for the first and only time. Owens had 10 points during the critical stretch and Randle made four free throws to keep Stanford perfect at home this season.
C.J. Williams had 18 points and C.J. Leslie scored 14 to help the Wolfpack (5-3) build leads of 11 and 12 in each half only to see both disappear. North Carolina State has not beaten a Pac-12 opponent -- formerly called the Pac-10 Conference -- on the road in almost 18 years.