July in Olney is the sunniest and the hottest month of the year. In July, the weather in Olney is typically hot. Average daily high temperature in July is about 29 degrees above zero. On average, Olney has 21 sunny, 5 rainy, and 5 partly cloudy days in July. The rains are usually moderate.