It doesn't matter. In order to do business in NY you will have to register the foreign entity and still publish, so you won't save anything.
Companies may start LLCs elsewhere, reducing revenue for New York state.
If a company incorporates as an LLC in another state, New York loses out on the formation filing fees. Also, if the company also chooses to set up its office elsewhere, New York would lose out on additional tax revenue.