Both schools have great reputations. The reputation of your alma mater after graduation isn’t going to get you very far. What YOU do with the opportunities afforded by the college you attend will make all the difference.
From everything you’ve said, Rice is where you’re most likely to thrive. The Baker Institute for Public Policy will provide lots of opportunities to take advantage of.