>Modern heat pumps easily keep efficiency below freezing. Ours goes to 22F before there’s any efficiency drop. A different model goes below 0F (we just didn’t need it).
No they don't. Their efficiency is linearly correlated with the ambient temperature. They don't "keep efficiency" nor is there a concept of "efficiency drop". It's just a straight line down.