I did some napkin math on my city's police budget once. The short version is that there was no correlation between the budget and crime rates. Crime was generally going down per capita and that was (seemingly) regardless of how much the budget was increased or decreased for a given year
Police don't prevent crimes, they just punish the poor and ignorant
