Generalizations about prep schools can be misleading. My child (who is interested in Chicago) goes to an elite private prep school that sends kids to the U of C every year. I guarantee that the average kid at this school is far nerdier, quirkier and more socially aware than the average high school honor student.
The stereotype of prep school kids all being like Greg Marmalard from Animal House is incredibly outdated.