In February, the weather in Fort William is typically cold. Average daily high temperature in February is about 3 degrees above zero. On average, Fort William has 25 rainy, 2 sunny, and 2 cloudy days in February. The rains are usually heavy. February as well as January, March, April, and May is considered the most uncomfortable time to visit Fort William.