Do Astros have trouble hitting starting pitching?

I have watched a lot of Astros games and I have developed a vague feeling that, in general, the Astros frequently struggle hitting against starting pitchers but feast on relievers. I have looked but been unable to find stats compiling Astros scoring on an inning-by-inning basis to confirm whether my vague feeling has any basis in reality. Any thoughts?