In February, the weather in Fuji is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Fuji has 10 rainy, 9 sunny, 9 partly cloudy, and 1 cloudy day in February. The rains are usually heavy. February as well as March, April, May, and June is considered the most uncomfortable time to visit Fuji.