My CX bike is absolutely fine on the road. I have road 32's I put on it for the winter and it gives a softer ride and less rolling resistance. I have never once felt that it was unstable. But I'm unstable so there's that...
My tarmac is hands down a better roadie for efficiency but that's a whole different beast and that thing doesn't come out till all the salt is off the roads.