After a poor year on the bike last year, my lights / batteries (4x18650 pack) hardly got used, if at all last winter.
Earlier this year i fitted my wifes bike with those lights / batteries. They'd been in a cupboard for maybe 12 months and lit up as soon as I switched them on and stayed lit for hours. I assume I'd put them away with a high state of charge...and they maintained a good proportion of that charge all year.