For me, winter causes more lumbar, SI joints, and peripheral joint pain, whereas summer causes more fatigue, brain fog, and muscle pain.
I also have fibromyalgia and feel like that has most of the same symptoms regardless of the seasons (while extreme cold or heat can exacerbate symptoms, they are still the same kinds of symptoms).