Depends a lot on the city/state. Check super blue cities like Seattle or San Francisco, and the people there complain that the justice system doesn't work as repeat offenders are let go, for one reason or another.

The big incarceration states are most likely deep red states.

This is literally true and you think you are being snarky but just look ignorant.