The lowest water temperatures on Anna Maria Island hit in mid-February, ranging from about 64 to 72 degrees Fahrenheit. The highest, on the other hand, is in mid-August, peaking somewhere between 84 and 86 degrees. Swimmers can go in for a dip, though they may not last very long in the coldest months.