iced Chai Tea Latte and hot Chai Tea Latte both contain caffeine. However, iced Chai Tea Latte contains only a little bit of caffeine from its ingredients. hot Chai Tea Latte contains a lot of caffeine from its ingredients. So, as the caffeine kicks in, you will find yourself more alert ...