Frederick · 2023 public safety benchmarks

Name: Frederick, CO public safety benchmarks
Creator: Orivian
License: https://creativecommons.org/licenses/by/4.0/

Weld County · Northern Front Range · Pop. 18,241 (2025 estimate); 2023 per-resident figures use 17,710 · Public safety data 2016–2025

City website (opens in a new tab)

Year

2023 in brief

Frederick spent $398 per resident on police in FY2023, 7% below the median of the 91 Colorado municipalities reporting. It had 1.9 sworn officers per 1,000 residents in 2023, 21% above its peers. Reported violent crime was 0.8 per 1,000 residents, 68% below the Colorado median, and property crime was 61% below the median. Police cleared 64.3% of reported violent crimes, 40% above peers.

Generated from the figures below. Every number links to its source.

Notes: spending is fiscal-year Census data; staffing and crime are calendar-year FBI data via CBI. Dollars are nominal. Definitions: orivian.ai/benchmarks/methodology#public-safety

Compared with

The finance peers: nearest on population, household income and region

Reporting agency: Frederick Police Department (ORI CO0621700) · 12 of 12 months reported.

Spending & staffing

Spending: FY2023, the government's fiscal year (Census). Staffing: 2023, sworn officers on the payroll October 31 (FBI).

Police spending per resident (definition)FY2023
Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.

$398

19% above peers

Peer median: $335
CO median · 91 with a published figure Median of the 91 Colorado municipalities with FY2023 Census finance data. In Census of Governments years the Census covers every municipality; in other years it surveys a sample, mostly larger cities.: $428
Position: Higher than 42% of the 91 reporting
5-year changenominal dollars: Not enough history for a 5-year change

Police spending per officer (definition)FY2023
Police spending for the fiscal year divided by sworn officers on the payroll as of October 31 of that year. Spending covers civilian staff, equipment and construction as well as officer pay, so this is not a salary figure. Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.

$207.1K

in line with peers

Peer median: $207.4K
CO median · 84 with a published figure Median of the 84 Colorado municipalities with FY2023 Census finance data. In Census of Governments years the Census covers every municipality; in other years it surveys a sample, mostly larger cities.: $207.3K
Position: Higher than 48% of the 84 reporting
5-year changenominal dollars: Not enough history for a 5-year change

Officers per 1,000 residents (definition)2023

1.9

21% above peers

per 1,000 residents

Peer median: 1.6
CO median · 155 with a published figure Median of the Colorado municipalities with a published officers per 1,000 residents for 2023.: 2.3
Position: Higher than 35% of the 155 reporting
5-year change: +0.1 per 1,000

Reported outcomes

Reported crime reflects what is reported to police and how it is recorded, not only how much crime occurs.

Violent crime rate (definition)2023

0.8

56% below peers

per 1,000 residents

Peer median: 1.8
CO median · 122 with a published figure Median of the Colorado municipalities with a published violent crime rate for 2023.: 2.5
Position: Higher than 16% of the 122 reporting
5-year change: +0.4 per 1,000

Property crime rate (definition)2023

7.6

74% below peers

per 1,000 residents

Peer median: 29.2
CO median · 122 with a published figure Median of the Colorado municipalities with a published property crime rate for 2023.: 19.6
Position: Higher than 17% of the 122 reporting
5-year change: +6.1 per 1,000

Violent crime clearance rate (definition)2023
A clearance rate counts offenses cleared during the year against offenses reported that year. On its own it doesn't measure how effective a department is: clearances can include earlier years' offenses, and agencies record clearances differently.

64.3%

40% above peers

Peer median: 46.0%
CO median · 76 with a published figure Median of the Colorado municipalities with a published violent crime clearance rate for 2023.: 52.7%
Position: Higher than 68% of the 76 reporting
5-year change: Not enough history for a 5-year change

Property crime clearance rate (definition)2023
A clearance rate counts offenses cleared during the year against offenses reported that year. On its own it doesn't measure how effective a department is: clearances can include earlier years' offenses, and agencies record clearances differently.

7.4%

67% below peers

Peer median: 22.6%
CO median · 111 with a published figure Median of the Colorado municipalities with a published property crime clearance rate for 2023.: 16.0%
Position: Higher than 21% of the 111 reporting
5-year change: +7.4 pts

How this number was calculated

Police spending per resident · $398

Reported by the city to the Census Bureau

Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.

1Metric
$398 Police spending divided by population
= Police spending ÷ population
Full definition: Police spending per resident
2Inputs
Police spending $7M ÷ population 17,710 (2023 estimate)
3Census line items
- E62 Police protection, current operations
4Source file
- Annual Survey of State & Local Government Finances 2024 - Individual Unit File
  Value for
  FY2023
  Survey file
  2024
  The 2024 Census survey covers fiscal years ending July 1, 2023 through June 30, 2024, so a fiscal year ending December 31, 2023 is FY2023.
  Retrieved October 12, 2026 · View source: Annual Survey of State & Local Government Finances 2024 - Individual Unit File (opens in a new tab)
- Population Estimates Program, Vintage 2025 - incorporated places
  Value for
  FY2023
  Source year
  2025
  Retrieved October 7, 2026 · View source: Population Estimates Program, Vintage 2025 - incorporated places (opens in a new tab)

Frederick and its peers

The same five peers as the finance pages. Police spending is per resident for the fiscal year shown; staffing and crime are per 1,000 residents for 2023. How peers are chosen

Frederick compared with its peer municipalities: police spending per resident and per-1,000 staffing and crime rates
Municipality	Police spendingper resident · FY2023	Officers per 1,000 residentsper 1,000 · 2023	Violent crimeper 1,000 · 2023	Property crimeper 1,000 · 2023	Violent crime clearance2023
	Fiscal year · Census	Calendar year · FBI via CBI
Frederick	$398	1.9	0.8	7.6	64.3%
Johnstown	Withheld Johnstown · Police spending per resident · FY2023 Reason: Police spending per resident is 303% of this city's typical level in other years We don't publish figures that fail our quality checks until they're verified against the city's audited financial report.	1.2	2.1	36.1	56.1%
Firestone	$311	1.7	1.3	11.7	52.0%
Greenwood Village	$903	4.4	4.2	69.2	23.1%
Louisville	$335	1.5	1.5	22.3	40.0%
Peer median	$335	1.6	1.8	29.2	46.0%

Trends

Police spending by fiscal year; staffing and crime by calendar year. Lines break where a year is missing or withheld; nothing is interpolated.

This city
Peer median
Withheld (shown on the axis, no value)

Police spending per resident

Fiscal year · nominal dollars, not adjusted for inflation

Census definition change: Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.

Peer group changed in FY2021, FY2023. Peers are matched each year, so the peer median can step when the group changes.

Show data table

Police spending per resident by fiscal year
Year	This city	Peer median	Colorado median
FY2016	$270	$180	$272 (179 reporting, sample year)
FY2021	$319	$258	$332 (174 reporting, sample year)
FY2023	$398	$335	$428 (91 reporting, sample year)

Officers per 1,000 residents

Calendar year

Peer group changed in 2021, 2023, 2025. Peers are matched each year, so the peer median can step when the group changes.

Show data table

Officers per 1,000 residents by calendar year
Year	This city	Peer median	Colorado median
2016	1.7	1.6	2.4 (145 reporting, sample year)
2017	1.8	1.7	2.2 (145 reporting, sample year)
2018	1.9	1.7	2.2 (152 reporting, sample year)
2019	2.0	1.7	2.2 (153 reporting, sample year)
2020	1.6	1.6	2.2 (153 reporting, sample year)
2021	1.6	2.6	2.3 (155 reporting, sample year)
2022	1.9	2.5	1.9 (155 reporting, sample year)
2023	1.9	1.6	2.3 (155 reporting, sample year)
2024	1.8	1.6	2.4 (155 reporting, sample year)
2025	2.1	1.6	2.5 (143 reporting, sample year)

Violent crime rate

Calendar year

2016 withheld: Agency reported 11 of 12 months

Peer group changed in 2019, 2020, 2021, 2023. Peers are matched each year, so the peer median can step when the group changes.

Show data table

Violent crime rate by calendar year
Year	This city	Peer median	Colorado median
2016	Withheld (Agency reported 11 of 12 months)	Benchmark unavailable	1.9 (126 reporting, sample year)
2017	0.7	1.0	1.7 (129 reporting, sample year)
2018	0.4	0.8	2.1 (126 reporting, sample year)
2019	0.0	0.4	2.0 (130 reporting, sample year)
2020	0.2	1.1	2.0 (140 reporting, sample year)
2021	0.4	0.9	2.5 (133 reporting, sample year)
2022	0.3	3.6	2.4 (121 reporting, sample year)
2023	0.8	1.8	2.5 (122 reporting, sample year)
2024	1.0	1.6	2.1 (135 reporting, sample year)
2025	1.1	1.4	2.1 (139 reporting, sample year)

Property crime rate

Calendar year

2016 withheld: Agency reported 11 of 12 months

Peer group changed in 2019, 2020, 2021, 2023. Peers are matched each year, so the peer median can step when the group changes.

Show data table

Property crime rate by calendar year
Year	This city	Peer median	Colorado median
2016	Withheld (Agency reported 11 of 12 months)	Benchmark unavailable	22.9 (126 reporting, sample year)
2017	5.9	9.8	21.6 (129 reporting, sample year)
2018	1.5	9.5	20.2 (126 reporting, sample year)
2019	1.3	9.1	18.3 (130 reporting, sample year)
2020	3.3	17.1	19.5 (140 reporting, sample year)
2021	2.7	17.3	20.9 (133 reporting, sample year)
2022	4.3	56.3	20.6 (121 reporting, sample year)
2023	7.6	29.2	19.6 (122 reporting, sample year)
2024	6.6	23.8	15.9 (135 reporting, sample year)
2025	6.1	20.3	13.6 (139 reporting, sample year)

About these numbers

The city's own published statistics may differ: CBI counts some offenses once per victim, while many cities count once per case.
Reported crime reflects what is reported to police and how it is recorded, not only how much crime occurs.
Police spending here is FY2023, the government’s fiscal year; crime, clearances and staffing are calendar year 2023.

Read the public safety methodology

Sources · Retrieved October 12, 2026 from orivian.ai/benchmarks/public-safety

Annual Survey of State & Local Government Finances 2024 - Individual Unit File · 2024 survey file
U.S. Census Bureau
Retrieved October 12, 2026View source: Annual Survey of State & Local Government Finances 2024 - Individual Unit File (opens in a new tab)
Crime Data Explorer police employees, 2023 · 2023
FBI Crime Data Explorer (NIBRS data submitted by Colorado agencies through the Colorado Bureau of Investigation)
Retrieved October 12, 2026View source: Crime Data Explorer police employees, 2023 (opens in a new tab)
Crime Data Explorer summarized offenses and clearances, 2023 · 2023
FBI Crime Data Explorer (NIBRS data submitted by Colorado agencies through the Colorado Bureau of Investigation)
Retrieved October 12, 2026View source: Crime Data Explorer summarized offenses and clearances, 2023 (opens in a new tab)
Population Estimates Program, Vintage 2025 - incorporated places · 2025
U.S. Census Bureau
Retrieved October 7, 2026View source: Population Estimates Program, Vintage 2025 - incorporated places (opens in a new tab)

Every figure on this page is read from the published index; nothing is recalculated for display. Read the methodology

Work for Frederick?

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Frederick · 2023 public safety benchmarks

2023 in brief

Spending & staffing

Police spending per resident (definition)FY2023Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.Close

Police share of spending (definition)FY2023Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.Close

Officers per 1,000 residents (definition)2023

Reported outcomes

Violent crime rate (definition)2023

Property crime rate (definition)2023

Violent crime clearance rate (definition)2023A clearance rate counts offenses cleared during the year against offenses reported that year. On its own it doesn't measure how effective a department is: clearances can include earlier years' offenses, and agencies record clearances differently.Close

Property crime clearance rate (definition)2023A clearance rate counts offenses cleared during the year against offenses reported that year. On its own it doesn't measure how effective a department is: clearances can include earlier years' offenses, and agencies record clearances differently.Close

How this number was calculated

Frederick and its peers

Trends

About these numbers

Sources · Retrieved October 12, 2026 from orivian.ai/benchmarks/public-safety

Work for Frederick?

Police spending per resident (definition)FY2023
Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.

Police share of spending (definition)FY2023
Excludes equipment purchases and payments to other governments, which Census stopped reporting after FY2021.

Violent crime clearance rate (definition)2023
A clearance rate counts offenses cleared during the year against offenses reported that year. On its own it doesn't measure how effective a department is: clearances can include earlier years' offenses, and agencies record clearances differently.

Property crime clearance rate (definition)2023
A clearance rate counts offenses cleared during the year against offenses reported that year. On its own it doesn't measure how effective a department is: clearances can include earlier years' offenses, and agencies record clearances differently.