The big names in computer processors have remained fairly static for some time, but there could well be a new competitor moving into the spotlight. The scientific computation community is getting very excited about the Cell processor, designed for the forthcoming Playstation 3. Research seems to indicate vastly superior performance in certain configurations, compared to other architectures. There’s more info on the Cell (for serious bit-heads) at Wikipedia.