In February, the weather in Summit is typically cold. Average daily high temperature in February is about 5 degrees above zero. On average, Summit has 10 sunny, 7 partly cloudy, 6 cloudy, 4 rainy, and 2 snowy days in February. The rains are usually heavy. February as well as January, March, April, and November is considered the most uncomfortable time to visit Summit.