For me, it's not entirely about the cost. Sure, I guess there's part of me that hopes rechargeables are cheaper in the long run, but the main reason I do it is environmental. I have no problems running down the road to the Sam's Club and buying my 9v's in bulk, but I don't like the idea of my contribution of those 9 volts to landfills. Obviously I go through fewer batteries with rechargeables plus there are numerous places that will recycle rechargeable batteries. I don't think anybody takes used alkalines.
On a different topic, I ordered some Maha Energy PowerEx 9.6 volts and they are too much for the Shure. It's weird. They transmitter powers up and both the transmitter and receiver show a full 3 bars of power, but no audio. I just ordered plain 9 volts from them, so we'll see how long they last.
No matter what brand of rechargeables you use, I highly recommend Maha's charger. Here's the four space one:
http://www.mahaenergy.com/store/view...?idproduct=364
They make a 10 battery charger, too. The 4 battery is very compact and charges within 2 hours; much smaller with less time than other chargers I've tried.