The best time of year to buy a jet ski is the winter. It is the off season and demand is slow so prices are relatively low.
If you want the best selection and newest models, then spring is the best time.
Pics of new skis:
https://www.boatinternational.com/luxury-yacht-life/lifestyle/best-jet-skis