In May, the weather in Sanibel Island is typically warm. Average daily high temperature in May is about 26 degrees above zero. On average, Sanibel Island has 19 sunny, 7 rainy, 4 partly cloudy, and 1 cloudy day in May. The rains are usually moderate.