In short: we believe the Xen architecture allows for the creation of more secure systems (i.e. with a much smaller TCB, which translates to a smaller attack surface). We discuss this in much greater depth in our Architecture Specification document:
https://www.qubes-os.org/attachment/doc/arch-spec-0.3.pdf