Faster than a speeding CPU

It seems that it would be worth considering a GPU over using a CPU for my secret project to take over the world. Forums are abuzz about GPU's like the 8800 GTX, GF8800, R600, G80, and GX2. DX10 is the latest thing. Or a stream processor.