In February, the weather in Newmarket is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Newmarket has 12 cloudy, 10 rainy, 4 sunny, and 3 partly cloudy days in February. The rains are usually light. February as well as January, March, April, and June is considered the most uncomfortable time to visit Newmarket.