January in Atlantic City is the coldest month of the year. In January, the weather in Atlantic City is typically cold. Average daily high temperature in January is about 4 degrees above zero. On average, Atlantic City has 15 partly cloudy, 11 sunny, and 5 rainy days in January. The rains are usually moderate. January as well as February, March, and December is considered the most uncomfortable time to visit Atlantic City.