Stanford's graduation rate for undergrads starting in 2004 was 78% after four years and 95% after six years. That doesn't consider by major, though, or students switching to easier majors. This is certainly higher than the rate at many schools, but I suspect not unusual for top-tier schools.

http://ucomm.stanford.edu/cds/2010.html