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Actually, I forgot the second CPU and the GPU. So the same configuration as the base Mac Pro on newegg adds up to $2700. Which makes the Mac Pro cheaper than building your own.
However, there's no doubt that you can build a cheaper machine using different hardware especially if you buy cheaper CPU's. But you have to compare the prices with equal hardware.