It depends! Most tea bags contain between 30 and 50 mg of caffeine, depending on the amount of tea in each bag and the variety of tea used. Since we're using three bags of tea in this Earl Grey lavender cake, I'd estimate about 150 mg of caffeine in the entire cake.