In February, the weather in Vancouver is typically cold. Average daily high temperature in February is about 5 degrees above zero. On average, Vancouver has 23 rainy, 3 sunny, and 3 cloudy days in February. The rains are usually heavy. February as well as January, March, April, and May is considered the most uncomfortable time to visit Vancouver.