I've seen that plane plenty of times in LA at the Atlantic ramp (it's even on the current iteration of Google Maps). Possibly with AF2 consuming plenty of ramp space at LAX it was the cheapest & closest place they could park it.
I highly doubt that the concept of price factors into any action by the Qatari Emir and family.