Suggest you change it just before it will be sitting the longest. For me in Washington State, I won't drive much in Nov-Feb so I will change it out in November.
Oil will become corrosive over time and this is one of the reasons to change out your
oil. If you change it out in the spring of driving season, it sat all winter long with corrosive
oil. Better to keep it fresh while it is sitting in the garage.