I've noticed the same thing about top-tier chemists. Grad schools tend to have a good mix of Ivy kids and others, but the most brilliant scientists always seem to come from some mid-level state university or a little liberal arts college.

Success at the highest levels of scientific research takes an odd mix of creativity, intuition, and intellegence that has little to do with academic success in high school or undergrad.