After going from being completely clueless to knowledgable enough about computers to pretty much build one from parts, I really believe that I will never buy a ready-made computer again.
IMO to make the best AND/OR cheapest computer you should take the time to learn how to build one and then do it yourself, which is a lot less difficult than I'm sure most people think.