Train, bus or rent a coaster for group of 15 to hotel near Taiwan Main Station

Is it advisable to rent a coaster for a group of 15 for airport-hotel transfer and how much does it cost? It would be more comfortable for sure but is it cheaper or more expensive? Hotel is near the Main Station.

Thanks,

Carlo from Philippines