If you put all the parts on a wishlist and then buy locally, the shipping cost will generally be only a few dollars each.
Also, I don't really agree with the notion that bigger stores are more expensive, it really just depends on the store. Here in Canada there's like three stores that are ludicrously expensive, and all the rest seem about the same.