You can plan your beach trip with this snapshot of weather throughout the year in Spruce Pine: The hottest months are usually July and August, with an average temperature of 20°C, while the coldest months are January and February, with an average of 3°C. Average annual precipitation for Spruce Pine is 1641 mm.