In February, the weather in Newton is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Newton has 15 sunny, 12 partly cloudy, and 2 rainy days in February. The rains are usually light. February as well as January and December is considered the most uncomfortable time to visit Newton.