Standard heat pumps stop working well at about 40 degrees, the mini splits can go about 20 degrees cooler.
Our furnace got tagged when it was 10-20 but luckily we had a heat pump. Kept our house around 40 and supplemented with our fireplace until they could install a new furnace a couple days later.