HB is a medium hardness pencil, while 2B is softer and darker. Artists use HB pencils for general writing and sketching, while 2B pencils are preferred for shading due to their ability to produce darker tones and smoother gradients. For shading purposes, softer pencils like 2B or 4B are often recommended.