February in Auburn Hills is the snowiest month of the year. In February, the weather in Auburn Hills is typically freezing. Average daily high temperature in February is about 2 degrees below zero. On average, Auburn Hills has 16 snowy, 9 cloudy, 2 sunny, 1 rainy, and 1 partly cloudy day in February. The snowfalls are usually moderate.