Is it possible that after they announce the new ones, that the current models will still be available to purchase and at a reduced price?
Unlikely. Google removed the Nexus devices from ALL stores, even those where they were not going to sell the Pixel after its announcment.
Given short supply of Pixels generally, I imagine they will remove it from store and use last remaining inventory to service warranty replacements only.