FPGA computing : Super-Cheap Supercomputing?

I'm pretty sure that Field Programmable Gate Arrays are slower and more expensive than the transistor-based CPUs we use now. I know there's a couple of EE types who I'm sure will correct me but, uh, slower, more expensive logic gates that're normally used in prototyping don't normally lend themselves to faster chips.
 
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