May in Spartanburg is the rainiest month of the year. In May, the weather in Spartanburg is typically warm. Average daily high temperature in May is about 25 degrees above zero. On average, Spartanburg has 11 sunny, 10 partly cloudy, 8 rainy, and 2 cloudy days in May. The rains are usually moderate.