In February, the weather in Billings is typically cold. Average daily high temperature in February is about 2 degrees above zero. On average, Billings has 9 partly cloudy, 7 cloudy, 6 sunny, 5 rainy, and 2 snowy days in February. The rains are usually light. February as well as January, March, April, and May is considered the most uncomfortable time to visit Billings.