Motivated by the below chart of the age distribution of Olympic athletes, Junk Charts presents several techniques to visualize multiple distributions:

Age distribution of Olympic athletes

Candidates include the traditional boxplots used by statisticians as well variations and a stack of histograms. I think violin plots, suggested by a commenter, are a nice compromise showing the full distribution.