Side-by-side metrics and state or size-class ranks use the same Census and FBI fields shown on this profile. Results stay in the URL so you can bookmark or share them.
Place dossier plate
SheetOK-OKAY-OK · Okay, OK 444 pop · income 8th pct
Instrument codes from this place’s ACS population and household income, BEA state COL, FBI safety, national income percentile, photo-finish peer city, home-value band, and matched Census-tract book - not a moving recommendation.
Income neighbourhood around Okay
Lowest/highest poles plus peers nearest Okay on median household income. Full ladder: /browse and /rankings.
median HH income
Carlisle · lowest
31,339
Carlisle · lowest
31,339 median HH income
17.8% of the leader · rank #1
West Plains · near
39,897
West Plains · near
39,897 median HH income
22.6% of the leader · rank #2
Okay · this city
39,904
Okay · this city
39,904 median HH income
22.6% of the leader · rank #3
Norman Park · near
39,904
Norman Park · near
39,904 median HH income
22.6% of the leader · rank #4
Wolcott · near
39,904
Wolcott · near
39,904 median HH income
22.6% of the leader · rank #5
Mendenhall · near
39,911
Mendenhall · near
39,911 median HH income
22.6% of the leader · rank #6
Kent Narrows · highest
176,429
Kent Narrows · highest
176,429 median HH income
100.0% of the leader · rank #7
What this shows Neighbourhood peers only - not a full nationwide city board. Open a near peer when the gap is small; open the poles when the spread is wide.
Compare beyond this state
Nationwide peers by population, income
Out-of-state nearest neighbors for Okay on ACS population and median household income
. Link sets are deduped so each column is a distinct comparison path, not a forecast that peers share a labor market or climate.
Similar population
Nearest out-of-state cities by ACS population. This city: 444.
Okay ranks in the 8th percentile for household income nationally, out of every US city with at least 1,000 residents. Source: Census ACS.
8th
percentile, household income
2nd
percentile, home value
14th
percentile, median rent
📝 How we sourced this
Population, income, and housing-cost figures come from the U.S. Census Bureau American Community Survey 5-year estimates (B-series tables). Crime data uses FBI UCR; climate uses NOAA Climate Normals; school counts come from NCES Common Core of Data; permits use the Census Building Permits Survey (BPS). See our methodology page for the full ETL pipeline and OMB / FIPS join keys.
Data Snapshot: Okay, OK
444 people live in Okay, Oklahoma - a small town by U.S. Census Bureau ACS 2023 estimates. Households in Okay report a median income of $39,904 per year, in the lower quartile of U.S. cities for household income, with a poverty rate of 13.9%. Home values in Okay run a median of $67,500, and the median resident age is 42.8 years. 6.6% of adults here have a bachelor's degree or higher; 51.6% of working-age residents are in the labor force.
The city is served by 2 public schools according to NCES Common Core of Data.
Living costs in Oklahoma run below the national norm: the state registers 87.8 on a 100-equals-national-average index (Well Below Average) per BEA Regional Price Parities 2024. HUD Fair Market Rent for a typical two-bedroom in this state is $995 per month. Statewide, average monthly utility bills in Oklahoma run around $205, per EIA 2023 residential energy data. FEMA's National Risk Index rates natural-hazard exposure at 55.5 out of 100 (Moderate).
A decision-led reading path
Useful questions to ask of Okay's data
How this reading path is ordered
This is not a composite city score. It is a city-specific route through the available public records, ordered for this profile so the page starts with questions the joined data can actually answer. The route here runs from population change to housing and income to work and mobility to comparison shortlist to schools and households; another city can have a different sequence or fewer supported layers because the source joins are not uniform.
For Okay, city-specific coverage includes matched public-school count, commute-mode shares, annual population history.
No matched row is reported here for local building permits, within-city Census tract profiles, FBI reported-crime rates; the page leaves those layers out instead of substituting a statewide or national value.
Question 1
Is Okay growing, shrinking, or holding steady?
Census PEP estimates show the population grew by +91 residents from 2020 to 2025, a +17.9% change. No comparable local building-permit series is available here, so population change should not be read as a housing-supply measure. PEP and ACS are different Census series, so the trend is kept separate from the headline ACS population.
Recent estimates point upward. Growth can increase housing demand and service needs, but the permit record must move in the same direction before calling it a supply response; the two series measure different things.
How far does income reach against housing in Okay?
This is a citywide price-to-income reference, not a mortgage-affordability test; it does not include interest rates, taxes, insurance, household size, or an individual buyer's down payment. The ratio makes housing the clearest place to start this profile, but a low multiple can coexist with slow demand, older stock, or household-level hardship. Compare the home-value distribution and same-state peer table before treating it as an advantage.
The home-value-to-income reference is relatively compact: the ACS median home value is 1.7 times median household income. The ACS poverty estimate is 13.9%, which keeps the citywide median from describing every household.
Driving alone is the largest reported mode at 88.3%. A reliable mean commute time is not available for this row, so the mode shares carry the comparison.
Mode share answers how workers usually travel; it does not measure congestion, reliability, distance to a particular job, or the quality of transit service. The profile is strongly car-oriented, so a relocation comparison should put trip distance, vehicle access, and household fuel costs ahead of a citywide commute average. The same-state peer links offer a more relevant benchmark than a national label.
Which cities make useful reference points for Okay?
Use the in-state set to hold state policy and broad price conditions more nearly constant. Use the nationwide size set to ask whether cities with a similar resident count produce different housing, income, or commute outcomes. The income set is a third lens, deliberately separate from population matching.
Within Oklahoma, the closest population matches are Long (444 residents, $49,531 income); Titanic (444 residents, $76,953 income); Glencoe (445 residents, $33,500 income). Outside the state, the closest population matches in this dataset are Batavia, AR (444 residents); Collbran, CO (444 residents); Harrison, GA (444 residents). A third, income-matched reference set of 6 out-of-state cities sits in the income neighbourhood chart near the Place Dossier plate. These are mechanical peer sets, not claims that the places share a labor market, climate, culture, or metro context.
These joined records add useful context, but they do not need another full-size panel. Each remains a separate measure with its own geography and source boundary.
Schools and households
What does the education layer cover for Okay?
The matched institution count is small, so district boundaries and schools outside the city line may matter more than the municipal count suggests. Use the number as a coverage cue, then verify attendance zones with the district before making a household decision.
The NCES join finds 2 public schools within the city match. 6.6% of adults age 25+ hold a bachelor's degree or higher in the ACS estimate. These measures answer different questions: the school count describes local institutions, while adult attainment describes residents and cannot be used as a school-quality rating.
Poverty estimate
13.9%
Bachelor's degree+
6.6%
Matched public schools
2
NCES Common Core of Data school locations plus Census ACS resident characteristics.
Lowest-decile income · poverty 13.9% (High poverty)
Cost of Living Index (state)
87.8 (US=100)
Very affordable · BEA RPP 2024, Oklahoma average
F
City profile score · Okay, OK
32/100
4 published dimensions · ACS/FBI 2023
Comparative score against U.S. cities with population of 1,000 or more on Census ACS medians
(income, poverty, bachelor's share, cost of living) and FBI UCR violent-crime rates when
published. Higher means a stronger standing on those published figures, not a livability
rating, not a recommendation to move, buy, or pick a "best" city. Missing inputs drop out
and redistribute weight.
How it is calculated.
Cost of living A+
87.8 index
BEA state Regional Price Parities index (100 ≈ national average); lower is stronger on this axis. Same value for every city in the state.
Poverty rate F
13.9%
Share of residents below the poverty line; lower scores better on this axis.
Household income F
$39,904
Median household income vs U.S. cities (pop ≥1,000); ACS.
Bachelor's+ share F
6.6%
Adults with a bachelor's degree or higher; ACS.
Violent crime N/A
N/A
No FBI UCR violent-crime rate for this place (coverage is incomplete).
Okay profile (scored ACS/FBI dimensions)Read the chart values
Cost of living: 94/100 (A+) · 87.8 index
Poverty rate: 25/100 (F) · 13.9%
Household income: 7/100 (F) · $39,904
Bachelor's+ share: 0/100 (F) · 6.6%
How does Okay compare to other US cities?
Here's how Okay stacks up against the full field of US cities (population 1,000+), computed live from Census and FBI data.
Household income8% higher than other cities
Home value2% pricier than other cities
Median rent14% pricier than other cities
"Safer than" reflects total crime rate from FBI UCR; the others use Census ACS estimates.
How we calculate these percentiles & ranks
Each percentile compares Okay against every qualifying US city; each in-state rank narrows that to Oklahoma only. Full formula and direction notes: methodology.
Oklahoma-relative analysis
Median Gross Rent places Okay near the bottom of Oklahoma's cities
Among the 671 Oklahoma cities PlainCities tracks with reported median gross rent data, Okay ranks #1 - the 0th percentile within the state. This is a different, narrower cut than the nationwide percentiles above: it compares Okay only against its own state's cities, not the full US field.
Median Household Income
#510 of 639
20th percentile in Oklahoma
Median Gross Rent
#1 of 671
0th percentile in Oklahoma
Median Home Value
#527 of 628
16th percentile in Oklahoma
Poverty Rate
#293 of 671
55th percentile in Oklahoma
Bachelor's Degree or Higher
#566 of 671
15th percentile in Oklahoma
How in-state ranks are ordered
Ranked by raw value (highest first); a higher rank is not automatically "better" for every measure, see each metric's own context above. This is a comparison within Oklahoma only, not a livability score. See the methodology for the source and calculation.
Gauge source note
8th percentile nationally for median household income. Source: Census ACS 2023 / FBI UCR 2023.
How Okay's home value compares nationally
Median home value vs. every US city (population 1,000+)
$67,500Among the most affordablemore affordable than 98% of 15,600 US cities
Show national distribution
Each bar is a $25K-wide band; taller bars hold more US cities. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count, share, and where it sits relative to this entry.
Source U.S. Census Bureau ACS 5-Year Estimates · 2023
Okay's home-value-to-income ratio: 1.7×
ACS median home value divided by median household income.
Band
affordable
< 3.0×
National rank
#731 of 15,516
More affordable than 95% of tracked cities (pop. 1,000+)
Size class
#714 of 11,323
Micro cities (under 10,000)
At 1.7×, Okay sits in the affordable band:
national rank #731 of 15,516 and #714 of 11,323micro cities (under 10,000).
The multiple is comparatively compact among tracked cities, but a low ratio can still coexist with slow demand or household-level hardship.
How this ratio is calculated
Ratio = Census ACS 2023 median home value ÷ median household income for cities with both fields and population ≥ 1,000.
Rank 1 = lowest ratio (most compact). Bands match the fleet affordability thresholds used on guides (<3.0 / 3.0–5.0 / >5.0).
This is not a mortgage payment estimate and does not include rates, taxes, insurance, or down payment.
Income distribution context
$39,904Okay, OK median household income (Census ACS)
Show U.S. national quintile / Lorenz context Okay, OK median household income (Census ACS 5-year) with U.S. national quintile shares for context. Diagonal = equality; the curve is national, not computed for Okay, OK.
Key socioeconomic indicators
Bachelor's degree or higher (adults 25+)6.6%
Census ACS S1501, educational attainment
Poverty rate (households below FPL)13.9%
Census ACS S1701, poverty status
Labor force participation (adults 16+)51.6%
Census ACS S2301, share of working-age residents in the labor force
Population
444
Median Income
$39,904
Median Home Value
$67,500
Median Age
42.8
Poverty Rate
13.9%
Labor force participation
51.6%
Bachelor's Degree+
6.6%
Schools
Total Schools
2
Public schools in this city
Population Change
PEP vintage
Annual U.S. Census Bureau Population Estimates Program (PEP) estimates, 2020–2025
Okay's Census PEP population estimates, 2020–2025.Read the chart as text
Period
Population
2020
509 residents
2021
530 residents
2022
549 residents
2023
569 residents
2024
583 residents
2025
600 residents
Commute Patterns
Commute source
How workers travel to work, Census ACS 2023
Drive Alone
88.3%
Carpool
7.4%
Public Transit
0.0%
Walk
0.0%
Work from Home
3.1%
Other
1.2%
Based on 163 workers 16 and over.
Monthly Utility Costs
Oklahoma statewide monthly utility average (EIA 2023): $205
EIA 2023 residential energy data puts average monthly utilities across Oklahoma at $205 (electricity about $115 , water and sewer about $40 ).
These are Oklahoma statewide averages, not a meter reading for Okay. Actual bills vary by home size, usage, and local rates. Source: U.S. Energy Information Administration (EIA) 2023.
Living Costs & Risk
Oklahoma's BEA cost-of-living index is 87.8 (Well Below Average; US average = 100, RPP 2024). HUD Fair Market Rent for a typical two-bedroom in the county around Okay is $995/mo. FEMA's National Risk Index, averaged to Oklahoma statewide on PlainCities, rates natural-hazard exposure at 55.5 / 100 (Moderate).
Cost/risk geography note
Cost of living is a Oklahoma statewide BEA average; rent is a county-level HUD Fair Market Rent for the county Okay sits in; the FEMA hazard score shown here is a statewide average of county NRI inputs, not a parcel-level reading.
How Okay compares to similar-size Oklahoma cities
Same-state peer method
Closest same-state population matches, not geographic neighbors. Population + median household income come from Census Bureau ACS 5-year B01001 and B19013.
Source: U.S. Census Bureau ACS 5-Year 2023, NCES CCD, Census ACS B08301/B08136, U.S. Energy Information Administration (EIA) 2023, BEA Regional Price Parities 2024, HUD Fair Market Rents 2026, FEMA National Risk Index.