Can anyone give me another excuse besides death penalty doesn't deter crime?

I'm neutral on the death penalty side. I'm neither against it or for it but i keep hearing it doesn't deter crime. If that's the only excuse then we shouldn't have jails. Also it might be a deterrent as dead people do commit crimes.