Based on the weapons I own and use I'd use my 20g shotgun first. Living where I live noise and penetrating the walls is not a concern. I do want the biggest impact...damage, sound and flash I can create and I feel the 20g is sufficient.
I do not own a handgun nor a weapon of higher caliber than my 2, 22lr's, and the 20g.