February in Woodstock is the snowiest and the cloudiest month of the year. In February, the weather in Woodstock is typically freezing. Average daily high temperature in February is about 5 degrees below zero. On average, Woodstock has 15 snowy, 13 cloudy, and 1 sunny day in February. The snowfalls are usually moderate.