Also, the Lionel store itself may be sold out of its pre-order allotment. Yes, any production run is finite, so at some point each dealer has to commit to a certain number of pieces so that the factory can fill the production order.
One tip. Don’t use the Lionel store as anything other than a dealer. It is not an inventory mechanism for what’s available elsewhere. It’s merely another store.