The third largest can be found in Latham, New York with about 250,000 square feet. Second place is awarded to the Walmart Supercenter in Denver, Colorado, featuring 252,000 square feet. Topping the list is the Walmart Supercenter in Albany, New York, a staggering 260,000 square feet in size.