January in Santa Fe is the coldest month of the year. In January, the weather in Santa Fe is typically cold. Average daily high temperature in January is about 2 degrees above zero. On average, Santa Fe has 16 sunny, 13 partly cloudy, and 2 rainy days in January. The rains are usually light. January as well as February, November, and December is considered the most uncomfortable time to visit Santa Fe.