At $1,180 in June 2026, Zillow ZORI for 44109 provides the most current ZIP-level asking-rent signal in this packet, up 4.2% from the same month a year earlier. ZORI is a typical observed asking-rent index blended across rental types, rather than a closed-lease measure, a unit quote, or a bedroom-specific survey. The immediate tension is not a falling index but a pace that is materially gentler than its multiyear record. That distinction matters because a single ZIP-wide reference can summarize a mixed inventory while any advertised home can differ in size, utilities, terms, and availability.
Backward-looking history shows why the recent gain deserves qualified reading. Exact same-month annualized change was 7.8% over three years and 7.6% over five years; compared with the one-year change above, the latest direction remains positive but breaks from the faster longer path. The 91-observation series has 90 consecutive monthly returns and full 100% coverage, while annualized monthly-return variability was 4.4% and maximum drawdown was a 3.4% decline. Transparent national discovery ranks were 338 for momentum, 2,739 for stability, and 1,289 balanced, with lower ranks stronger. In this high-variability category, the lower stability signal means less confidence should be placed in one current index snapshot; these are historical measurements, not a forecast or investment recommendation.
The matching Census geography requires a different interpretation. A ZCTA is a Census statistical area and is not identical to a USPS delivery ZIP, although the five-digit label 44109 is both the Zillow ZIP market identifier and its Census ZCTA match here. The ACS 2024 five-year survey puts median gross rent at $905 for occupied renter homes, including selected utilities, making the current asking index 30.4% higher; it is not a competing asking-rent series. The same survey's median household income is $42,872, versus $47,200 required at a 30% screen. That screen is arithmetic, not advice or an applicant qualification rule. ACS reports 4,268 of 9,107 renter households at or above 30% gross-rent burden, or 46.9%; that aggregate cannot establish burden for a particular unit.
Bedroom figures should be read as a model, not evidence of observed unit rents. FY2026 HUD FMR/SAFMR is an administrative, bedroom-specific standard rather than asking rent. Scaling the ZIP ZORI by the local HUD ladder yields modelled monthly estimates of $861 for a studio, $976 for one bedroom, $1,180 for two bedrooms, $1,519 for three bedrooms, and $1,624 for four bedrooms. These are modelled estimates, never measured bedroom rents. The local two-bedroom HUD standard is $1,279, placing the modelled two-bedroom point at 92.3% of that administrative benchmark. Use the ladder to organize comparisons by bedroom count, not to infer what a particular listing must charge.
Supply indicators come from the ACS ZCTA universe, not a live inventory feed. Of 19,976 housing units, 2,866 were vacant, a 14.3% vacancy rate, and 563 were classified vacant for rent. This census-style status does not show current listing count, condition, asking price, or whether a specific apartment is available. Renters occupied 53.2% of occupied homes, and the stock included 11,469 single-family units alongside 1,661 units in large multifamily structures. Those counts describe broad housing composition and vacant-unit status; they neither prove vacancy in a particular building nor indicate the terms attached to a vacant home. The ACS survey basis also means estimates should be read with their sampling uncertainty.
Broader geographies point in a consistent price-level contrast, but they are context only. The Cleveland city context rent indicator is $1,429.78, the Cuyahoga County context rent indicator is $1,465, and the Cleveland-Elyria, OH metro context rent indicator is $1,474; each exceeds the ZIP's Zillow index. These city, county, and metro measures apply to wider scopes and should not replace the ZIP measure, the ZCTA survey result, or an address-level inquiry. Because the boundaries are wider than the ZIP/ZCTA, the comparisons describe relative context rather than a claim about tenant experience, availability, or a unit's likely lease price.
Several limits remain decisive. Zillow reflects observed asking rents at ZIP level, ACS summarizes occupied renter homes over a five-year survey period with selected utilities in gross rent, and HUD supplies an administrative standard; none substitutes for a current, all-in quote. Before relying on the reference points, check the property's advertised rent and date, exact bedroom count, usable size, included utilities, recurring fees, deposit, lease term, concessions, occupancy status, and availability. Also confirm the address geography and whether the advertised configuration matches the modelled ladder. Vacancy and burden are area aggregates, not evidence that any specific unit is open or affordable to a specific household. Does the actual unit's current all-in terms and configuration support the ZIP-wide comparison?
","findings":[{"body":"June 2026 ZORI is $1,180, and the annual same-month gain is 4.2%. That remains positive, but it trails the three- and five-year annualized rates near 7.8% and 7.6%. Complete series coverage supports the calculation, while 4.4% annualized variability, a 3.4% maximum drawdown, and a weak stability discovery rank argue against treating one index observation as a settled local price signal.","title":"Positive, slower historical rent path"},{"body":"The ACS matched ZCTA reports a $905 median gross rent, including selected utilities, for occupied renter homes; Zillow records a $1,180 typical asking-rent index. The gap is 30.4%, but it does not identify an error or a bargain because the sources measure different universes and time frames. A ZCTA is a Census statistical area rather than an identical USPS delivery ZIP.","title":"ZCTA survey and asking index answer different questions"},{"body":"The FY2026 local HUD standard is bedroom specific, while ZORI blends rental types. Applying the HUD ladder creates modelled ZIP estimates from $861 for a studio to $1,624 for four bedrooms, with $1,180 at two bedrooms. These outputs are comparison tools, not measured bedroom rents, and HUD FMR/SAFMR itself is an administrative standard rather than a market asking-rent observation.","title":"Bedroom ladder is a scaling model"},{"body":"ACS estimates 46.9% of renter households carry gross-rent burdens of at least 30%, and the ZCTA vacancy rate is 14.3%. Neither figure proves that a specific unit is affordable, vacant, or available. The area has a renter-majority occupied base and a stock mix spanning single-family and larger multifamily units, so an address-specific check of terms, configuration, and availability remains necessary.","title":"Area pressure signals require unit-level verification"}],"risks":["Zillow asking rents, ACS occupied renter homes, and HUD standards have different timing, utility treatment, and purpose. Comparing their dollar values without preserving those distinctions can overstate a unit-level conclusion.","The history is explicitly high variability: the recent annual gain is slower than longer annualized changes, and the stability rank is weak. A current ZIP index may therefore move differently from assumptions based on past averages.","The shared five-digit label does not erase geography limitations. The ZCTA is statistical and not a USPS delivery ZIP, while city, county, and metro indicators cover wider populations and housing stocks.","Vacancy and rent-burden data are aggregate survey measures. They do not verify whether a particular dwelling is listed, vacant, utility-inclusive, eligible under a lease, or affordable to any particular household."],"qa":[{"a":"For current ZIP-scale asking-rent context, Zillow ZORI is the appropriate reference: it is $1,180 in June 2026 and blends observed asking rents across rental types. It is not a lease closing price or bedroom-specific quote, so compare it with the property's advertised terms rather than treating it as a required charge.","q":"What is the best current rent reference for 44109?"},{"a":"ACS reports a five-year survey estimate for occupied renter homes and its median gross rent includes selected utilities. Zillow ZORI is a current asking-rent index. The $905 ACS median and $1,180 ZORI thus come from different populations, periods, and utility treatment; their difference is descriptive, not a discrepancy needing reconciliation.","q":"Why is ACS gross rent lower than the Zillow index?"},{"a":"Each modelled bedroom estimate starts with the ZIP ZORI and applies the ratios in the local FY2026 HUD bedroom ladder. Studios through four bedrooms therefore scale from $861 to $1,624. They are modelled estimates, never measured bedroom rents; HUD FMR/SAFMR is an administrative standard rather than observed asking rent.","q":"How are the bedroom estimates constructed?"},{"a":"The $47,200 required-income figure simply annualizes the $1,180 index and divides by 30%. It is an arithmetic screen, not affordability advice, a tenant qualification standard, or evidence of what any household can pay. Likewise, the ACS burden share describes surveyed renter households in the ZCTA and cannot decide the affordability of one unit.","q":"How should the 30% figures be interpreted?"}],"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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