I tried and ranked store-brand frozen pizzas from Costco, Whole Foods, and Wegmans. My favorite reminded me of the version I make at home.
Whole Foods offers the best frozen pizza among the three, despite it being nothing special.
Costco and Wegmans pizzas did not meet expectations and would not be chosen again.