Yes, the dealer contracted with Costco has to give you the price, but I believe the benefit is that the dealer will not yank you around with various options and up charges or last minute surprises. They should be able to email you an out the door price per whatever agreement they have with Costco and you should be able to shop that around at other dealers.

Of course, this may have changed due to recent circumstances.