At the center of this ZIP is a current-price-versus-income tension. In June 2026, Zillow’s ZIP ZORI—a typical observed asking-rent index blended across rental types—stood at $1,658 per month, 2.28% above the same month a year earlier. It is an asking-rent index, not a record of executed leases or a bedroom-specific quote. The 44106 label is both a Zillow ZIP market identifier and a Census ZCTA match. A ZCTA is a statistical area and is not identical to a USPS delivery ZIP. Its asking-rent level should therefore sit alongside, rather than replace, survey and administrative benchmarks.
The backward-looking ZORI history classifies the pattern as cooling rather than falling. Exact same-month annualized movement is 2.28% over 1 year, compared with 4.60% across 3 years and 5.39% across 5 years. Recent growth therefore remains positive but breaks from the longer path’s faster pace. Coverage is 100% across the supplied monthly history. Annualized monthly-return variability reaches 3.11%, meaning month-to-month movements warrant less confidence in a single current rent snapshot than a perfectly smooth series would. Separately, the maximum drawdown was -2.36%, a backward-looking decline rather than a forecast. Transparent national discovery ranks are 883 for momentum and 1,800 for stability; the balanced rank lies between them among history-eligible ZIPs, and lower ranks place higher.
Resale sends a counter-signal that Zillow alone cannot settle. Redfin’s direct rolling-three-month ZIP resale observation through its June endpoint, which describes the for-sale market rather than rental transactions, shows a $294,433 median sold price, down 8.70% year over year. It recorded 66 homes sold with a median 35 days on market; inventory was 84 homes, or 3.9 months of supply. The average sale-to-list result was 95.71%, while 18.77% of sales cleared above list price. This weaker resale-price reading challenges any simple extension of the ZIP’s still-positive asking-rent history, without proving a causal relationship. Annualized ZIP ZORI divided by median sold price equals 6.76%, solely a cross-source screening ratio, not a cap rate, net return, expected return, or property yield.
Survey and administrative comparators point to a different rent universe. The matched Census ZCTA’s ACS 2024 five-year survey puts median gross rent at $1,073 for occupied renter homes and includes selected utilities; it is not a current asking-rent series. The current Zillow index is 54.5% higher, a definition-and-timing difference rather than a direct disagreement between like measures. HUD FMR/SAFMR is an administrative, bedroom-specific standard, not asking rent. Scaling ZIP ZORI with the supplied local HUD ladder, which starts at $933 for a studio, yields modelled monthly ZIP estimates of $1,209 for a studio, $1,372 for one bedroom, $1,658 for two, $2,134 for three, and $2,282 for four. These are modelled estimates, never measured bedroom rents.
The affordability screen intensifies that gap but is deliberately mechanical. At the 30% screen, sustaining the current asking index requires $66,320 in annual household income, against a matched-ZCTA ACS median household income of $43,170. This required-income calculation is arithmetic, not advice and not an applicant qualification rule. The ACS survey also finds that 46.8% of renter households devote at least the stated threshold to gross rent. That burden statistic describes surveyed households in aggregate; it neither proves an individual unit’s cost nor says which household can qualify for it.
Aggregate stock helps frame, but cannot resolve, the affordability signal. The ACS matched ZCTA counts 13,335 housing units and a 15.2% vacancy rate, with 500 units classified as vacant for rent. Renter-occupied homes outnumber owner-occupied homes, and the supplied structure mix includes a sizable large-multifamily category. Those are survey-period area totals, not a list of live listings or a measure of unit quality. A vacant-for-rent designation does not establish price, utilities, bedroom count, lease terms, condition, or actual availability for any specific home. It should not be used as proof that a particular unit can absorb the asking-rent benchmark.
Broader figures underscore the ZIP premium but remain context only. For wider rent context, Cleveland city scope is $1,429.78 per month, Cuyahoga County scope is $1,465, and Cleveland–Elyria, OH metro scope is $1,474; each is below the ZIP asking-rent index. City, county, and metro measures describe wider geographies and must not be relabeled as ZIP results or treated as listing comparables. Their lower rent context confirms that the current ZIP index is elevated relative to these named scopes, yet it does not override the ZCTA income, burden, or vacancy universes.
The evidence leaves important property facts unobserved. ZORI cannot identify the rent, concessions, utility treatment, or availability date for a selected dwelling; ACS cannot identify its occupants; HUD cannot establish a market quote; and Redfin cannot turn a resale median into rental economics. Property-level checks remaining outside this packet are the advertised rent for the exact bedroom count, included utilities, lease term, unit condition, availability status, and the relevant list, contract, or closing record. The history and resale blocks are backward-looking measurements, not forecasts or investment recommendations. Does the specific unit’s documented rent and terms fit the source-specific benchmarks without treating any aggregate as proof?
","findings":[{"body":"The matched-month ZORI history stays positive at the latest comparison, but the recent annualized change is slower than both multiyear rates. Full history coverage lends continuity to that comparison. Still, monthly-return variability and the recorded drawdown caution against treating one ZORI observation as a durable trend. The supplied discovery ranks also show a stronger momentum placement than stability placement.","title":"Cooling is a pace change, not a reversal"},{"body":"ZORI reflects typical observed asking rents across a blended rental mix. ACS gross rent instead summarizes occupied renter households over five years and includes selected utilities, while HUD uses an administrative bedroom standard. The bedroom figures are produced by scaling ZORI with the HUD ladder. They provide consistent modelled estimates by size, but they are not observed unit-level rents or lease comparables.","title":"Rent measures answer different questions"},{"body":"Redfin’s ZIP observation shows a year-over-year decline in median sold price despite the positive latest asking-rent change. Sales volume, marketing time, supply, and sale-to-list measures all remain within the for-sale universe. That contrast is useful as a cross-source tension, not evidence that either market causes the other. The annualized rent-to-price quotient is only a screening ratio.","title":"Resale weakens a one-direction reading"},{"body":"The required-income calculation compares a current asking-rent index with a matched-ZCTA income median using a mechanical threshold. The burden share and vacancy measures come from survey tabulations of households and housing units. They can frame aggregate exposure and stock conditions, but cannot verify the terms, utilities, condition, availability, or affordability of a particular unit.","title":"Affordability and vacancy remain aggregates"}],"risks":["Because ZORI blends rental types and reports a typical asking-rent index, it cannot establish a particular unit’s signed lease rent, concessions, or bedroom-specific market rent.","The ACS ZCTA is a multi-year survey universe with margins of error and selected-utility gross rents; its boundary and housing population do not exactly match USPS delivery activity.","Redfin metrics cover a rolling ZIP resale window, so median price, supply, and sale-to-list evidence cannot be converted into rental comparables, operating costs, or transaction outcomes.","Vacancy, burden, and stock counts are area aggregates. They do not verify that any currently advertised unit is available, utility-inclusive, or comparable in condition to the indexed benchmark."],"qa":[{"a":"They do not sample the same universe. Zillow ZORI is a ZIP-level typical observed asking-rent index across blended rental types, whereas ACS is a matched-ZCTA five-year survey of occupied renter homes and includes selected utilities. The ZCTA is statistical, not a USPS delivery ZIP. Timing, occupancy status, utility treatment, and boundary definition preclude interpreting the difference as a like-for-like rent gap.","q":"Why is the ACS median gross rent lower than Zillow’s asking-rent index?"},{"a":"They are modelled monthly ZIP estimates, created by taking the ZIP ZORI level and scaling it according to the supplied local HUD bedroom ladder. HUD FMR/SAFMR is an administrative, bedroom-specific standard rather than an asking-rent source. Therefore the estimates preserve the ladder’s relative sizing but do not measure advertised, leased, or transacted rents for any bedroom class.","q":"How were the bedroom rent figures produced?"},{"a":"Only limited cross-source context is available. Redfin directly observes a rolling-three-month ZIP resale market, including sold-price, sales, timing, supply, and sale-to-list data; it does not observe rentals. Dividing annualized ZORI by median sold price creates a screening ratio, not a cap rate, property yield, net return, expected return, or evidence of operating income and expenses.","q":"What can the Redfin evidence say about rental economics?"},{"a":"The packet does not establish a unit’s exact advertised rent, bedroom count, utilities, concessions, lease term, condition, availability, or comparable closing and listing history. It also cannot establish how an aggregate vacancy or burden statistic applies to that unit. Those gaps limit any property-specific interpretation of the ZIP, ZCTA, HUD, and resale measures.","q":"Which facts remain unresolved for a specific available unit?"}],"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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