From Dark and Darker Wiki
< Do all the items in the inventory are gone when the season ends?
No. When the season ends, that simply halts the leaderboard. You cannot gain or lose AP after the seasons ends.
Items in inventory disappear with Wipes, which are a different thing than the Seasons.