Guangzhou Baiyun airport transport services in early morning

I have to pick up my friends from the baiyun airport and it is due after midnight.
I know metro and coach services won't be available at this time. Is there any other choice except for taxi that I can consider to take and what will be the cost and all?
Thank you.