January in Bathurst is the warmest month of the year. In January, the weather in Bathurst is typically warm. Average daily high temperature in January is about 25 degrees above zero. On average, Bathurst has 17 sunny, 10 partly cloudy, and 4 rainy days in January. The rains are usually light. January as well as March and December is considered the most comfortable time to visit Bathurst.