I have noticed a difference between Duracell coin cells purchased at Costco and Amazon Basics coin cells. The Amazon Basics ones didn't last long at all, the Duracells seem much better.
The newer dimmers (STYRBAR) use AAA cells instead of coin cells, so I'd expect them to last a lot longer.