For most spices/herbs (and fresh produce as well) I would definitely check out one of the many ethnic markets instead of any of the larger chains. Prices are cheaper, selection is broader, and stock turnover is higher so products are often fresher. H Mart (Merrifield) and Good Fortune (Falls Church) are two of my favorites.