In November, the weather in Stonehaven is typically cold. Average daily high temperature in November is about 8 degrees above zero. On average, Stonehaven has 17 rainy, 5 sunny, 5 cloudy, and 3 partly cloudy days in November. The rains are usually moderate. November as well as January, February, March, and April is considered the most uncomfortable time to visit Stonehaven.