In May, the weather in Elk City is typically warm. Average daily high temperature in May is about 26 degrees above zero. On average, Elk City has 23 sunny, 5 partly cloudy, and 3 rainy days in May. The rains are usually light. May as well as April, September, and October is considered the most comfortable time to visit Elk City.