This is something I’ve found is often true. You usually don’t actually save any money buy building your own computer. What usually happens is you spend the same amount you would have spent otherwise, but end up with a better computer. (i.e. Some form of higher quality, faster components, or more features)

And as you said, NewEgg.com is THE place for computer parts.