February in East Rutherford is the windiest and the cloudiest month of the year. In February, the weather in East Rutherford is typically cold. Average daily high temperature in February is about 3 degrees above zero. On average, East Rutherford has 9 rainy, 7 sunny, 7 partly cloudy, and 6 cloudy days in February. The rains are usually heavy. February as well as January, March, and December is considered the most uncomfortable time to visit East Rutherford.