In 2010 I bought a ride-on mower and a used RIB. Both used motorcycle sized batteries. The mower came with a new lead acid battery, the RIB with a used (age unknown) AGM, but the RIB was 7 yrs old at the time I bought it. In 2015 I replaced the battery in the mower. I haven't had to worry about the battery in the RIB yet. The mower gets used a lot in May and June, less in July and August, hardly at all in Sept and Oct, not at all from Nov to March. The RIB, slightly different, but comparable. From year 2 on, I couldn't use the mower without a recharge, even mid season. The RIB, still starts the 40 Honda on the first turn each spring and performs flawlessly all summer.
So the mower got treated to a new AGM, even though it never gets inverted. I am hoping for better performance from now on.