If you have less area below the piston, to do the same work, a higher pressure is needed. Higher pressures increase wear and need upgraded and more expensive materials. And the oil shears down quicker. Rebound damping is important.
So shaft diameter IS quite important and WAS chosen for many reasons. Or do not believe me and my years of hydraulic system design experience.