Some of the top colleges in US with low acceptance rate are given below. Candidates need to have a strong academic background and an exceptional profile for securing admission to these colleges. California Institute of Technology Harvard University Massachusetts Institute of Technology Columbia University Stanford University University of Chicago Brown University