Covington’s rental and resale signals move at different speeds. Zillow’s typical observed asking-rent index, ZORI, was $1,620 in June 2026, up 3.14% from the same month a year earlier. In a separate direct ZIP for-sale observation, the median sold price was $341,173, up 7.29% year over year. The faster resale-price change challenges treating the rent-history and income screen as a proxy for the sale market. It does not establish a relationship between them: ZORI tracks asking rents across blended rental types, whereas the sale figure is a resale transaction measure. The contrast is the central screening tension, not a forecast or an investment conclusion.
The five-digit label 41011 is both Zillow’s ZIP market identifier and a matched Census ZCTA. A ZCTA is a statistical area and is not identical to a USPS delivery ZIP, so the geographic match supports comparison but does not make every evidence universe identical. For wider context only, the City of Covington context rent is $1,615.08, Kenton County context rent is $1,507, and the Cincinnati, OH-KY-IN metro context rent is $1,583. These city-, county-, and metro-scope figures frame the ZIP’s current ZORI but do not replace a ZIP asking-rent observation. Neither ACS survey results, HUD standards, nor wider-area context values should be read as a current ZIP listing quote.
Backward-looking ZORI history shows positive but moderating same-month growth. Exact same-month change was 3.14% over one year, 3.68% annualized over three years, and 6.15% annualized over five years through the stated history endpoint. Annualized monthly-return variability was 2.69%, and the largest peak-to-trough drawdown was 1.18%. History coverage was 100%. The recent positive direction therefore confirms the longer upward path, but its one-year pace is slower than each longer annualized measure. Transparent national discovery ranks among history-eligible ZIPs were 809 for momentum, 1,034 for stability, and 560 for the balanced score; a lower rank is higher. These are backward-looking measurements, not forecasts or investment recommendations. The modest variability and drawdown give a reader more confidence in a current index snapshot than a highly erratic series would, while leaving it an index rather than a unit-level ask.
Bedroom detail is a model, not a collection of measured bedroom rents. The local FY2026 HUD FMR/SAFMR ladder scales the ZIP ZORI into modelled monthly estimates of $1,142 for a studio, $1,259 for one bedroom, $1,620 for two bedrooms, $2,133 for three bedrooms, and $2,366 for four bedrooms. The underlying HUD standards run from $980 for a studio to $2,030 for four bedrooms. HUD FMR/SAFMR is an administrative, bedroom-specific standard, not asking rent. Thus the outputs preserve the ZIP index’s level and the local HUD bedroom relationships, but they cannot be used as observed rents for a particular property.
ACS conditions tell a different, older, occupied-household story. In the matched Census ZCTA, the ACS 2024 five-year survey of occupied renter homes reports median gross rent of $1,088; gross rent includes selected utilities. It is neither a substitute for a current asking-rent index nor a reason to equate the gap between the sources with any single property characteristic. Against the ZCTA median household income of $69,970, the ZIP asking-rent-to-income screen is 27.8%. The arithmetic 30% screen requires $64,800 in annual household income at the ZORI level; it is not advice or an applicant qualification rule. ACS also places 3,092 of 6,665 renter households, or 46.4%, at 30% or more burdened. That survey share describes households, not the affordability of a particular unit.
The same matched ZCTA’s stock measures add supply context without certifying present availability. ACS records 14,566 housing units and 2,193 vacant units, a 15.1% vacancy rate, while the broad structure counts include 7,139 single-family units and 2,130 large multifamily units. These are five-year survey estimates rather than a live listing inventory; vacancy does not distinguish the condition, price, lease terms, or immediate availability of a given home. The reported renter-majority occupied base identifies the broad tenure mix, but it does not establish tenant demand for a specific building. The nearby city, county, and metro rent context in the earlier comparison remains wider-area context, not a substitute for these ZCTA counts.
Redfin’s direct rolling-three-month ZIP resale observation is not rental transactions, rental comparable evidence, or property economics. Within that for-sale universe, 115 homes sold, median marketing time was 7 days, inventory was 76 homes, and months of supply were 2.0. The average sale-to-list ratio was 97.72%, while 19.66% of sold homes went above list. Together with the median sold price and annual change stated earlier, these figures describe resale liquidity and pricing signals for this ZIP’s rolling sale window only. They do not set lease rents, prove occupancy, or convert the Zillow index into an individual asset outcome.
The annualized ZIP ZORI divided by Redfin’s median sold price is 5.70%, solely a cross-source screening ratio. It is not a cap rate, net return, expected return, or property yield. Core limits remain: ZORI is a blended asking-rent index; ACS is a multiyear survey of occupied homes with sampling uncertainty; HUD is an administrative standard; and Redfin is a rolling resale observation. A property-level record needs the live advertised rent, bedroom count, utility treatment, lease length and concessions, availability date, and observed physical condition before comparison. Broad vacancy and burden measures cannot prove any of those facts for one dwelling. For a specific address, do its current terms and physical configuration match the index-based screen?
","findings":[{"body":"June 2026 ZIP ZORI was $1,620, up 3.14% from the same month a year earlier, while Redfin’s direct ZIP resale median sold price rose 7.29% to $341,173. The divergent changes create a cross-universe tension rather than proof of causation. Asking-rent history cannot characterize the resale market, and resale momentum cannot serve as a rental comparable.","title":"Rent and resale have separate speeds"},{"body":"Same-month ZORI growth remained positive over one, three, and five years, but the latest 3.14% pace was below the longer annualized rates. Full history coverage, 2.69% annualized monthly-return variability, and a 1.18% maximum drawdown describe a relatively contained past index path. They improve context for a snapshot without turning the history into a forecast.","title":"History is positive but slower than its longer path"},{"body":"The studio-through-four-bedroom figures are modelled monthly estimates created by scaling ZIP ZORI with the local HUD bedroom ladder. They are not observed asking rents, signed rents, or evidence of available units. HUD FMR/SAFMR is an administrative bedroom-specific standard, so its role here is to supply relative bedroom scaling rather than to establish market rent.","title":"Bedroom amounts are HUD-scaled model outputs"},{"body":"ACS median gross rent represents occupied renter homes over five years and includes selected utilities, unlike Zillow’s current blended asking-rent index. The income screen is arithmetic rather than an approval standard, while the burden share describes surveyed renter households rather than a specific dwelling. ZCTA housing stock and vacancy counts also provide broad context, not proof that a particular unit is vacant, affordable, or in a given condition.","title":"ACS household conditions require careful comparison"}],"risks":["The matched ZCTA is a Census statistical approximation to the delivery ZIP, and its ACS 2024 five-year estimates differ in timing, geography, and sampling from June 2026 asking-rent data.","ZORI’s blended rental-type construction and the HUD-scaled bedroom model can differ materially from an individual unit’s bedroom count, condition, utilities, concessions, availability, and lease terms.","The income screen, ACS burden share, and broad vacancy rate describe arithmetic or survey aggregates; none establishes affordability, qualification, current vacancy, or pricing for a particular household and dwelling.","The Redfin resale observation measures for-sale transactions only. Its price, inventory, marketing, and sale-to-list signals cannot establish rental demand, property expenses, cap rate, net return, or expected return."],"qa":[{"a":"ZORI is Zillow’s ZIP-level typical observed asking-rent index blended across rental types. The $1,620 June 2026 reading is not a signed-lease average, ACS median gross rent, a HUD standard, or a measured rent for a specific bedroom count or address.","q":"What does the $1,620 ZORI reading measure?"},{"a":"No. The estimates apply the relative studio-through-four-bedroom values in the local FY2026 HUD ladder to the ZIP ZORI level. They are modelled monthly estimates, not rents observed in listings or leases. A particular apartment can differ in bedroom count, condition, utilities included, timing, concessions, and lease terms, none of which the scaling measures.","q":"Are the bedroom estimates observed market rents?"},{"a":"No. The figure comes from annualizing the ZORI level and dividing by 30%, which is a simple rent-to-income arithmetic screen. It is not advice, an underwriting rule, a landlord policy, or an applicant qualification decision. Actual household income, other obligations, lease terms, and property requirements are outside this packet.","q":"Does the $64,800 income figure mean an applicant qualifies?"},{"a":"No. Redfin provides a direct rolling-three-month ZIP resale observation of sold homes, marketing time, inventory, supply, and sale-to-list outcomes. Annualized ZORI divided by the Redfin median sold price is only a cross-source screening ratio. It excludes property-specific rent, expenses, financing, taxes, insurance, condition, and transaction details.","q":"Does the Redfin sale data show a property return or rental yield?"}],"sources":[{"key":"apartment_list_time_on_market","name":"Apartment List Time on Market — listing liquidity","release":"Apartment List 2026-07","pulledAt":"2026-08-08","url":"https://www.apartmentlist.com/research/category/data-rent-estimates"},{"key":"apartment_list_vacancy","name":"Apartment List Vacancy Index — rental vacancy","release":"Apartment List 2026-07","pulledAt":"2026-08-08","url":"https://www.apartmentlist.com/research/apartment-list-vacancy-index-methodology"},{"key":"census_zcta_facts","name":"Census ACS five-year — ZCTA housing and income","release":"ACS 2024 5-year ZCTA","pulledAt":"2026-08-08","url":"https://api.census.gov/data/2024/acs/acs5.html"},{"key":"hud_zip","name":"HUD USPS crosswalk and Small Area FMRs — ZIP rent fallback","release":"ZIP-CBSA 2025Q4 + SAFMR 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