I have a pump action crossman bb gun that I use pellets for small birds. A dozen pumps is more than enough to take any small bird and have taken squirrel with a few more.

Lately I have been practicing with my slingshot in the backyard. I'm using paint pellets for practice and have whatever metal balls I bought with the slingshot for actual use, which so far has just been in practice anyway.