In April, the weather in Thunder Bay is typically cold. Average daily high temperature in April is about 4 degrees above zero. On average, Thunder Bay has 10 rainy, 10 cloudy, 5 sunny, and 5 partly cloudy days in April. The rains are usually heavy. April as well as January, February, May, and October is considered the most uncomfortable time to visit Thunder Bay.