I have a Frankford Arsenal tumbler. I use to use Dawn n Lemi-Shine but got tired of the inconsistent results. I'm a pretty conscientious guy and I thought I was pretty consistent with the ratios - but still, sometimes the brass would come out nice n bright-shiny; and other times, dull and tawny colored. Go figure.
So I got some RCBS ultrasonic cleaner and never looked back. I think I'm on my fourth bottle now. I use 70 graMs per full tumbler. The brass comes out bright white-ish shiny every single time. It's more costly than Dawn/Lemi-Shine; and worth every penny.
Nickel plated brass is another story. The ultrasonic cleaning solution dulls them. After a ton of trial n error; I have finally found the trick to fairly consistent results: Use just a four drops of Dawn, no Lemi-shine, cold water (I use hot water for brass brass); and only tumble for about an hour. When I do all those things together, nickel plated brass comes out shiny.