In February, the weather in Stonehaven is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Stonehaven has 11 rainy, 11 cloudy, 4 sunny, and 3 partly cloudy days in February. The rains are usually light. February as well as January, March, April, and June is considered the most uncomfortable time to visit Stonehaven.