Having multiple versions of your images comes in quite handy, since not all devices cater well to larger or smaller image sizes.
A great workaround for this issue can be found in responsive WordPress themes, which intelligently pick (and occasionally scale) the right image to be shown.
All in all, this solution is useful in reducing page load times which in turn decreases your bounce rates.
