No subway in the world operates 24 hours a day because it needs to be overhauled. The earliest subway at the airport is 6 o&;clock, and the latest subway is 23 o&;clock. So, as everyone said, to save money, you should take the airport bus to the ticket office of civil aviation (Guangzhou Railway Station) first, and then take a taxi to the South Station.