It seems as though ASICs are the method of choice for every high performance system. The examples that come to mind are supercomputer interconnects and the completely engineered from scratch Anton[1] machines that DE Shaw Research uses for very specific computational chemistry applications.
[1]: http://en.wikipedia.org/wiki/Anton_%28computer%29