You burn calories with sore muscle mass Sore muscle mass do shed calories, however it may or might not come from the fat on your body. Also, please note that aching muscle mass do not burn calories any type of even more than muscles that are not aching. Lean cells (i.e. muscular tissues) is the primary chauffeur of our metabolic rate.