In February, the weather in Stafford is typically cold. Average daily high temperature in February is about 7 degrees above zero. On average, Stafford has 15 sunny, 13 partly cloudy, and 1 rainy day in February. The rains are usually light. February as well as January and December is considered the most uncomfortable time to visit Stafford.