It doesn't have to be your favorite - but the best for some specific reason or overall impression.
Mine was seeing "The Rolling Stones" in 2002 in Marseilles on their 40 Licks Tour. I'd seen them quite a few times already - but this time their support band was the Stereophonics and I became a fan. It was a great bonus to a great gig.