The Earth's atmosphere weighs approximately 5.15 trillion tons.

An excerpt from the article 25 facts about Earth

As much as 75 percent of the atmosphere is at an altitude of less than 11 kilometers. With each additional kilometer, its density dilutes due to its decreasing gravity. The conventional boundary separating the atmosphere from space is the Kármán Line, located at an altitude of 100 km above sea level.