The most appropriate class to create for storing inventory information for a car dealership would be:
Vehicles
This class would likely contain attributes and methods that manage various vehicles in the dealership's inventory, such as make, model, year, price, etc. The other options (calculate_tax, Numpy, car_array) don't represent classes typically associated with handling inventory data in this context.