In January, the weather in Portsmouth is typically cold. Average daily high temperature in January is about 8 degrees above zero. On average, Portsmouth has 18 rainy, 6 sunny, 5 cloudy, and 2 partly cloudy days in January. The rains are usually heavy. January as well as February, November, and December is considered the most uncomfortable time to visit Portsmouth.