It is generally recommended to leave your heat pump on all winter. This is because the heat pump will help maintain a consistent temperature in your home, which can help reduce energy costs. Additionally, leaving the heat pump on will help prevent the system from freezing up, which can cause costly repairs. However, if you are going to be away from your home for an extended period of time, it is best to turn off the heat pump to conserve energy.