In August, the weather in Hartsville is typically hot. Average daily high temperature in August is about 30 degrees above zero. On average, Hartsville has 12 partly cloudy, 10 sunny, and 9 rainy days in August. The rains are usually heavy. August as well as January, February, June, and December is considered the most uncomfortable time to visit Hartsville.