How should a BSc Computer Science student choose between an MSc in CS, Math, or Stats to build the strongest mathematical foundation for a future PhD?

How should a BSc Computer Science student choose between an MSc in CS, Math, or Stats to build the strongest mathematical foundation for a future PhD?