Milk tea does contain caffeine since it's made with regular tea, like black or green tea. The amount of caffeine can vary depending on how you brew it. The milk adds a nice creamy touch, but the caffeine is still there to give you a little pick-me-up!
https://litefacts.com/does-milk-tea-have-caffeine/