As others have pointed out sold out ferries are very rare post covid. I have not had it happen once. Avoid leaving Roadtown on Saturday morning and I don’t think you need worry. If you want a bit more insurance wait until your flight departure to STT ontime looks assured and do the online booking before takeoff.
G