There are tons of new hotels in Arnavutköy, a ten minute drive from the terminal, it just appears that none of them run airport shuttles. Given the time needed to get to and from downtown, the poor timing of the metro connection for early flights, the cost of the airport hotel, and the general cost of taxis, it just makes sense to book an Arnavutköy hotel and take a taxi.