Soil Temparature Maps In Raleigh, the weather fluctuates significantly, with moderate to scorching weather experienced year-round. Depending on the season, you can experience pleasant seasons, cool falls, freezing seasons, and mild springs. In general, the yearly average climate of Raleigh is about XX degrees Fahrenheit or XX degrees Celsius. Make sure to keep an eye on the weather forecast prior to any outdoor activities in order to dress suitably and make the most of your time in Raleigh.