Compared to the other cities in Florida and cities in all other U.S. states, how safe is Safety Harbor, FL? From the gauges displayed above, you will notice that Safety Harbor, FL has been ranked safer than 88% of other cities in the state of Florida. In addition, Safety Harbor, FL is safer than 71% of cities in the entire United States. To achieve these results, all Florida and United States cities were analyzed to determine how many locations had a lower crime rate than Safety Harbor, FL. By studying this data, it was possible to determine that Safety Harbor, FL is above average in safety when compared with other United States cities.