As @Number1CanesFan stated earlier, you don’t take a pitcher out that is dominating opposing hitters. You can’t always count on a pitcher being at his best, not even Ziehl or Walters.
Tony LaRussa used to do that all the time, and it would be frustrating to watch him do it.