.22WMR, or .22 magnum, is a good intermediate calibre.
It is efficient, relatively powerful and fairly accurate. Not inherently accurate but tends to be more usefully so then a .22LR.
I say 'more usefully so' because its range is also increased, as is the stopping power. I would not shoot a...