Raleigh NC 10Day Weather Forecast The Weather Channel The climate in Raleigh is typically quite changing, with temperatures varying from mild to hot throughout the year. Depending on the season, you can experience balmy summers, chilly falls, freezing seasons, and mild springs. On average, the annual average temperature of Raleigh is around XX degrees Fahrenheit or XX degrees Celsius. Don't forget to check the weather forecast prior to any outdoor activities in order to dress suitably and make the most of your time in Raleigh.