Average daily high temperature in February is about 9 degrees above zero. On average, Stafford has 14 sunny, 6 partly cloudy, 5 cloudy, 2 rainy, and 2 snowy days in February. The rains are usually light. February as well as January, June, July, and August is considered the most uncomfortable time to visit Stafford.