February in Peterhead is the coldest month of the year. In February, the weather in Peterhead is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Peterhead has 16 rainy, 7 partly cloudy, 3 sunny, and 3 cloudy days in February. The rains are usually moderate. February as well as January, March, April, and May is considered the most uncomfortable time to visit Peterhead.