It depends. The admissions committee at Caltech might care if a PhD candidate from another country won the contest. However, Caltech itself doesn't care that

It depends. The admissions committee at Caltech might care if a PhD candidate from another country won the contest. However, Caltech itself doesn't care that much about its team's performance.