The reason Atheists aren't murdering people are not due to fear of either Jail nor Prison.
Normal functioning human beings that are not total psychopaths have a psychological barrier in their minds called conscience that prevents them from killing other humans and other horrible crimes.
It is not as if Atheism somehow does away with this genetically inherited barrier.
Maybe "people" with lower intelligence might need religion to guide them unto the right path though.