In February, the weather in Santa Barbara is typically warm. Average daily high temperature in February is about 16 degrees above zero. On average, Santa Barbara has 16 sunny, 7 rainy, 4 partly cloudy, and 2 cloudy days in February. The rains are usually heavy. February as well as January, March, and December is considered the most uncomfortable time to visit Santa Barbara.