Both fibromyalgia and polymyalgia are more common in women than men. Fibromyalgia can occur at any age, but polymyalgia rarely occurs before age 50. The average age of onset is 70. And whereas fibromyalgia is chronic, often lasting a lifetime, polymyalgia usually resolves itself within two years.