I'm far from an expert because I don't hunt. However, if I had to hunt to survive then I'll keep the .22LR for rabbits... .223 Rem for coyotes... .243/308 for whitetails... etc. I'd want to ensure the bullet does its job.
aaalaska... this thread has to do with caliber, not skill or aiming. That's a related but separate issue.