But I’ve driven across a frozen Lake Erie with no snow (we used do that sometimes to get to the islands when the ice is thick enough) and it’s just pure ice. Nothing but chains makes much difference then.
But outside of rare stuff like that you’re not often on just ice, so OPs comment, while I agree with it in fact, it’s kind of an “aaaaaactually”.