The higher the mAh the more charge they hold, lithium AA batteries are best if you can find them because they don't self discharge like Ni-Mh and hybrid ones do and have the best capacity, it's hard to find 1.5v rechargeable Lithium AA batteries though. Ni-Mh are the next best capacity rechargeable batteries, but have the highest self discharge rate, Hybrid ones have a lower self discharge rate but also a significantly lower capacity, best non rechargeable batteries next to lithium are Alkaline, which have the best capacity and negligible discharge rate, if you want batteries for something that you don't use regularly, I would get alkaline or lithium batteries, as even the hybrid batteries discharge too quickly for reliable use in something like a torch.
Generally,
High drain devices = Ni-Mh
Medium drain devices = Hybrid
Low drain devices = Alkaline
Devices in storage = Alkaline
With lithium being the best for any use, they are expensive though!