A combination of power and small ball helped the Houston Astros break open a tight game in the late innings. J.D. Martinez hit a go-ahead RBI single in the eighth inning, Carlos Pena connected for a home run as part of a three-run ninth, and the Astros rallied against Colorado's bullpen to beat the Rockies 6-3 on Wednesday night.