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Our heat pump didn’t really kick in the resistive auxiliary heat until temps were well below 0°F, but humidity also plays into that. It wasn’t ever running the resistive heat exclusively.
If sized correctly, heat pumps also don’t really like setbacks in the winter. Just set the thermostat to whatever and leave it – don’t have it cool down at night and warm back up in the morning.
We also use it for engine displacement.