In February, the weather in Gladstone is typically hot. Average daily high temperature in February is about 28 degrees above zero. On average, Gladstone has 14 rainy, 12 sunny, and 3 partly cloudy days in February. The rains are usually heavy. February as well as January and March is considered the most uncomfortable time to visit Gladstone.