It took five hours and a pair of two-out runs in the bottom of the 13th inning, but the Mariners pulled out a 6-5 win over the Red Sox on a walk-off single by Jean Segura to hand Boston its season-high fourth straight loss on Tuesday night at Safeco FIeld.