Stay (verb) means to not go anywhere or not leave or continue to be in a specific situation.
For example - She 'stayed' with her friends all day.
Stay (noun) means where you spend a particular period of time as guest or a visitor.
For example- How was your 'stay' at the hotel?
The opposite or antonym of stay would be- Leave, go, promote,advance