Usually a lot of research from online sources, looking for just behind the cutting edge technology, sales, free shipping, etc.
I don't buy e-bay type sources, because I want to avoid any "intermittent" problems that may have caused someone to want to sell-off hardware they have.
Sometimes I can find the same, or equivalent, hardware at local stores like Best Buy or Circuit City, etc., on sale.