Jose Altuve singled in Marwin Gonzalez with one out in the bottom of the 10th inning on Thursday as the surprising Astros beat the Mariners, 3-2, recording their seventh straight win with a walk-off at Minute Maid Park that hiked their American League West-leading record to 15-7.