
While that is true of heat pump technology in total, I have not seen any heat pump water heaters in the US that work below freezing. One example: my Rheem manual says it will work down to about 42F / 5C. Below that, it uses resistive heating elements.
But I’m sure it’s coming eventually to water heaters.
I though they’re why the desert racists box spread so far to the north.