I think it is recommend after 3rd stage, and it will last longer before breaks, because before the system the pump It's actually catching fine particles of sand and I could get accumulated on the pump, some pump sellers even sell them together with a inline carbon filter to avoid premature clog or damage of diafragms inside. You want to replace a dirty filter and not a damage pump. I will install mine after 3rd stage