A/B tests are a useful tool for determining differences in sound when changing a component, but one should not rely solely on them.
You have to listen to a single configuration for an extended period of time, get the setup optimized again after each change and listen to a variety of recordings of interest before you can really get the full picture of what a rig sounds like. Then go from there, including a/b tests along the way as needed.