You can check the battery level of the Air Buds Pro earbuds on your smartphone. Go to the notification bar and look at the Bluetooth icon. The battery level is mentioned under it. 

You can also check the battery level of the charging case on the case. 

Blinking white LED on the charging case indicates charging while green no LED indicates fully charged.