Aluminium will be a better heat conductor than brass. This surprised me. Some years ago I made a watercooling system for my computer, and I used copper plate for the heatsinks, which is the best metallic heat conductor unless you start messing with precious metals, but was surprised to discover in my research that brass is rather a poor heat conductor.
I'm sure either will be an improvement on air cooling though.