Do QP not put you initially into temporary fully furnished accommodation? Somewhere like the Qatar Navigation compound?
That would allow you to settle in and have a good look round before deciding on a permanent home.
I personally think it unlikely that rents will drop after the games as DAGOC are not the main cause of the housing shortage.