In June, the weather in Durham is typically warm. Average daily high temperature in June is about 15 degrees above zero. On average, Durham has 18 rainy, 8 cloudy, 3 sunny, and 1 partly cloudy day in June. The rains are usually moderate. June as well as January, February, May, and July is considered the most uncomfortable time to visit Durham.