TOP2: Harvard University
TOP3: University of Chicago
TOP4: Yale University
TOP5: Stanford University
TOP6: Brown University
TOP7: Carnegie Mellon University
TOP8: Duke University
TOP9: Johns Hopkins University
California Institute of Technology
TOP 1 1: Princeton university
Vanderbilt University
Columbia University
Rice University
University of Pennsylvania
University of California, Los Angeles
pomona college
University of California at Berkeley
Notre Dame University
Top 20: Harvey Mudd College