In my experience it keeps you awake but it doesn't give the same kind of productive buzz that coffee does. I think this is to do with not just the caffeine but the general combination of other chemicals, such as l-theanine.
T will stop me from being able to fall asleep, but it does not keep me alert in the same way that coffee does.