May in Abilene is the sunniest month of the year. In May, the weather in Abilene is typically hot. Average daily high temperature in May is about 28 degrees above zero. On average, Abilene has 25 sunny, 4 partly cloudy, and 2 rainy days in May. The rains are usually moderate.