The altitude record for a "standard" DJI quad copter is around 16000 feet I think (and then it can make it to the ground again without dropping out of the sky). I guess they would be able to go higher but then you lose it.
A DJI spends lots of battery life trying to stay in place though. If you would let it drift who knows where and at what altitude it would end up.