For the typical OEM aluminum wheels, the weight saving vs a plain steel is minimal if anything. Look at how much more material they had to use and you'll realize why.
Some nice forged aluminum wheels can save quite a few pounds.
I think my steel beadlock rings added 20lbs a tire. But I'm not sure, I can't exactly remember.