Outdoor temperatures below 35 degrees Fahrenheit trigger sharp efficiency losses in your pump
https://www.instapaper.com/read/2033712856
Heat pumps lose efficiency dramatically when outdoor temperatures fall below 35 degrees Fahrenheit, triggering an efficiency penalty that raises your monthly energy bills and accelerates wear on components