January in Port Arthur is the coldest month of the year. In January, the weather in Port Arthur is typically warm. Average daily high temperature in January is about 14 degrees above zero. On average, Port Arthur has 12 sunny, 10 rainy, and 9 partly cloudy days in January. The rains are usually heavy.