Session Object-This is handle particular session level information.
Application Object-This is handle Entire Application level information.
The session object is used to maintain the session of each user. If one user enter in to the application then they get session id if he leaves from the application then the session id is deleted. If they again enter in to the application they get different session id.But for application object the id is maintained for whole application.