It varies. I change them when the bubbling frequency starts to decrease. Sometimes a few weeks sometimes a couple months. Poseidon sells the replacements.After how long do you change them cause mine are only 7-8 weeks old
That did it for me and it keeps my harvest time pretty stable.
Not sure if that will fix your issue, but pretty cheap to try it out, maybe it helps.