In this review, we demonstrate the power of meta-analysis in GWA studies by summarizing the characteristics of GWA meta-analyses performed so far and estimating the contribution of their discoveries to the genetic variance of the respective common trait. We overview the features of GWA discovered variants and we discuss the potential applications and challenges of even larger GWA meta-analyses in the future.