We did that long ago - well the rates are not astronomical, but taxes are higher. Some states (probably all but I don't know how to look this up) have a homestead credit, and they date back to the 1800s.

One thing missing - renters cannot homestead their apartment and so the funds that own the apartment have to charge more rent to cover taxes on those apartments.