Like everyone else has said, CO2 is the way to go. You don't have to have a fancy set up either (they can be very expensive). I use dry ice and water. I have a small cooler that I put the mice/rats in, and a container with dry ice inside with wire mesh on top so the rodents don't walk in it. Pour water on the ice, close the lid, and wait.