That's because you forgot to put on road tires and inflate them to more than 20 lbs.
I have a few sets of wheels with different tires on them I can swap out, including my road bike's wheels. I can do this because my CX has versatile rim brakes, not unnecessarily heavy and incompatible disc brakes.