In February, the weather in Boston is typically cold. Average daily high temperature in February is about 2 degrees above zero. On average, Boston has 10 partly cloudy, 8 sunny, 6 rainy, 3 cloudy, and 2 snowy days in February. The rains are usually heavy. February as well as January, March, and December is considered the most uncomfortable time to visit Boston.