One thing I’d add that doesn’t get talked about enough is how environment and usage patterns quietly decide which filter feels “easy” long term. I’ve helped neighbors with identical pools who had totally different experiences just because one had a lot of trees and the other had full sun and heavy weekend swim traffic. Leaves, pollen, and fine dust load a filter very differently than body oils and sunscreen, and that changes how often you’re cleaning no matter which media you pick.
A habit that helped me a lot was writing the clean starting pressure right on the filter tank with a marker. Every filter type behaves better when you stop guessing and just react to pressure rise instead of calendar timing. When you clean too early, you’re wasting effort, and when you wait too long, you compress debris into the media and shorten its life. That applies to sand, cartridge, and DE equally. I also learned to bleed air after every service because trapped air can fake a low reading at first, then jump later and make you think something is wrong.
Troubleshooting wise, if water isn’t clearing even though the filter is freshly cleaned, I don’t assume the filter failed anymore. It’s usually circulation related, return eyeballs pointed poorly, pump running too fast or too slow, or debris bypassing because of a worn gasket or cracked internal part. Filters get blamed a lot for problems that start elsewhere.
So for crystal clear water, the filter choice matters, but matching it to your yard conditions, swimmer load, and paying attention to pressure trends matters more. Once you stop fighting the system and let the filter do its job at the right pace, maintenance drops way down no matter which type you run.