The quality and selection at Super Ley is getting more in line with US supermarket standards. Sam’s has a modest but useful selection of higher-end goods. The Chef Store near Numeros has essential goods for the more serious cook. Select items like peanut butter and some cheeses still are best brought in. A good rule of thumb is to bring one cooler and a couple grocery bags of things you are certain to use and can’t live without.