November in Ocean City is the sunniest month of the year. In November, the weather in Ocean City is typically warm. Average daily high temperature in November is about 14 degrees above zero. On average, Ocean City has 14 sunny, 8 rainy, 7 partly cloudy, and 1 cloudy day in November. The rains are usually heavy.