Even though you replace all that rubber, you still have that brass cylinder that they live in. Every time the unit backwashes there is a little bit of abrasion in the water that scours that brass. You keep changing the rubber, but you have a worn cylinder. Friction is what makes it hard to turn.
If it were mine, I would throw it away and buy another one. They were never intended to last 20 years anyway.