In November, the weather in Virginia Beach is typically warm. Average daily high temperature in November is about 14 degrees above zero. On average, Virginia Beach has 14 sunny, 9 partly cloudy, 5 rainy, and 2 cloudy days in November. The rains are usually moderate.