In December, the weather in Fairfield Bay is typically cold. Average daily high temperature in December is about 7 degrees above zero. On average, Fairfield Bay has 12 partly cloudy, 11 sunny, 5 rainy, and 3 cloudy days in December. The rains are usually moderate. December as well as January, February, and March is considered the most uncomfortable time to visit Fairfield Bay.