Raleigh NC Weather Conditions In Raleigh, the climate varies considerably, with moderate to hot weather experienced year-round. Depending on the season, you can experience pleasant summers, cool falls, cold seasons, and moderate springs. Overall, the yearly average temperature of Raleigh is about XX degrees Fahrenheit and XX degrees Celsius. Don't forget to monitor the weather forecast before any open-air activities in order to dress suitably and make the most of your time around Raleigh.