Well funny you should ask in fact, because Caffeine itself was actually discovered in Tea.
I was going to do an article on Tea itself and cover all of this but your average cup of tea would weigh in at around 20-28% the amount of caffeine found in a average cup of coffee, meaning 2-3mg per fl.oz, which would put it in the same range as Coca-Cola! :)