<p>One measure of the number of highly qualified applicants is the waiting list. Even for selective colleges the waiting list if often larger than the number who have received an offer. Colleges appear reluctant to reject outright truly qualified candidates, so even though very few (if any) candidates are offered places from the waiting list it provides a metric that sort of answers your question.</p>