When you put a violent criminal to death, the crime rate is permanently and instantly lowered. If you lock them in a cage for 20 years we all pay the bills and they end up coming out and murdering again on the first day out. Total insanity.
This is known as a false dichotomy. Perhaps, instead, we can think of other things which are more agreeable than either of these.