Ironically just read this
Car Audio CAPACITORS: Why They DON'T Work
When I had one, it did stop headlights from dimming (in old 4Runner) but then again I had a yellowtop so I never had an issue.
From what I understand, it's all in the alternator and capacitors will actually increase the load and not help distribute it.