At the June 2026 Zillow observation, the strongest cross-market tension in 44221 is a current Zillow ZIP ZORI of $1,394 per month alongside a direct Redfin ZIP median sold price of $218,951, up 4.3% year over year. The five-digit label is both a Zillow ZIP market identifier and a Census ZCTA match. A ZCTA is a statistical area, not identical to a USPS delivery ZIP. ZORI is a typical observed asking-rent index blended across rental types; it is not a lease quote, a bedroom-specific measurement, or evidence about any one property. The paired rent and resale figures therefore describe different markets whose levels should not be treated as direct substitutes.
The matched Census ZCTA's ACS 2024 five-year survey reports median gross rent of $1,028, making the current asking-rent index 35.6% higher. This is not a contradiction: ACS describes occupied renter homes and includes selected utilities, whereas ZORI observes typical asking rents. A 30% required-income screen applied to annualized ZORI produces $55,760; against the ZCTA median household income of $63,342, the arithmetic asking-rent-to-income result is 26.4%. It is arithmetic, not advice or an applicant qualification rule. Separately, 38.1% of surveyed renter households reported gross-rent burdens at or above that threshold; this aggregate burden does not identify the circumstances of a particular tenant or unit.
History confirms a recent acceleration rather than a break from the longer rent path. Exact same-month ZORI change was 7.9% over one year, versus 5.6% annualized over three years and 7.8% annualized over five years. Thus the latest pace exceeds the intermediate trend and is close to the long-run rate, a backward-looking observation rather than a forecast. Annualized monthly-return variability was 3.1%, maximum drawdown was -2.0%, and coverage was 98.9%. Transparent national discovery ranks among history-eligible ZIPs were 95 for momentum, 1,761 for stability, and 363 for balance, where lower ranks are higher. The nearly complete series and limited drawdown support confidence in index continuity, while its variability and blended design still limit confidence in a single current unit-level snapshot.
The bedroom ladder is deliberately modelled, not measured. Scaling the ZIP ZORI by the supplied local HUD ladder produces monthly modelled estimates of $990 for a studio, $1,081 for one bedroom, $1,394 for two bedrooms, $1,697 for three bedrooms, and $1,849 for four bedrooms. The FY2026 HUD two-bedroom FMR/SAFMR standard is $1,380, so ZORI slightly exceeds that benchmark. HUD FMR/SAFMR is an administrative, bedroom-specific standard, not asking rent; the ladder simply preserves local HUD bedroom relationships while anchoring the estimates to the ZIP-wide blended asking-rent index. It does not observe actual advertised or signed rents by bedroom.
The ZCTA survey describes a housing base of 14,038 units, of which 717 were vacant, for a 5.1% vacancy rate; 38.5% of occupied homes were renter occupied. Its structural mix includes 9,751 single-family units and 1,917 large-multifamily units, so both forms materially appear in the aggregate stock. The survey separately classifies vacant-for-rent homes, a category that is useful for area-scale availability but says nothing about a property's condition, asking price, timing, or eligibility. These are survey aggregates with sampling uncertainty, not a live listing count, and neither vacancy nor rent burden proves availability or affordability for a particular home.
Wider measures provide directional context only. In the Cuyahoga Falls city context, rent is $1,484; in the Summit County context, rent is $1,260; and in the Akron, OH metro context, rent is $1,268. The ZIP's current asking-rent index sits below the city-context figure but above the county- and metro-context figures. Those geography-wide values are not ZIP observations, cannot resolve ZIP/ZCTA boundary differences, and should not be used as rental comparables or as evidence that a particular address will command a given rent.
Resale evidence is direct to the ZIP but remains a for-sale universe, not rental transactions. In Redfin's rolling-three-month ZIP observation ending June 30, 2026, the median sold price was $218,951, 4.3% higher year over year; 110 homes sold with a median 15 days on market. Inventory was 38 homes and months of supply was 1.0. The average sale-to-list ratio was 102.4%, 56.1% of sales closed above list, and 78.1% went off market within two weeks. These liquidity and pricing signals align directionally with the rising rent history, yet resale price growth is slower than the latest ZORI change and cannot validate rental affordability. Annualized ZIP ZORI divided by the median sold price equals 7.64%, a cross-source screening ratio only—not a cap rate, net return, expected return, property yield, or a property-level economic result.
The packet cannot answer the address-level questions that drive a lease or resale comparison. For any specific property, verify the live asking rent or contract price, bedroom count, property type, condition, included utilities, recurring fees, lease term, availability date, and concessions. Match the address to the relevant ZIP and distinguish it from the ZCTA survey geography. For a sale comparison, verify the actual list price, sale date, financing or concessions if disclosed, and operating costs absent from this packet. Reconcile these details before applying the modelled bedroom ladder, the income arithmetic, or the rent-price screen. The unresolved question is whether a specific home's current terms resemble the aggregate measures rather than merely sharing their geography.
","findings":[{"body":"The same-month history shows 7.9% annualized growth over one year, compared with 5.6% over three years and 7.8% over five years. That pattern supports the supplied accelerating classification: the latest rate is above the three-year path but near the five-year rate. It is a retrospective series result, not a prediction of future asking rents.","title":"The recent rent pace is above the intermediate trend"},{"body":"Zillow's $1,394 ZORI is a blended ZIP asking-rent index, while ACS's $1,028 median gross rent is a five-year survey statistic for occupied renter homes that includes selected utilities. The 35.6% gap cannot be interpreted as a change in the rent of a typical identical unit. It instead flags different populations, timing, and rent concepts that should remain separate.","title":"Current asking rent and ACS gross rent answer different questions"},{"body":"The direct rolling-three-month ZIP resale record shows a $218,951 median sold price, 110 sales, 15 median days on market, and 1.0 month of supply. Sale-to-list and above-list indicators describe transactions in the for-sale market. They can be compared directionally with rent trends, but they cannot substitute for lease comps or establish property-level rental outcomes.","title":"Redfin signals brisk resale activity, not leasing evidence"},{"body":"Bedroom estimates scale the ZIP-wide ZORI using the local HUD FMR/SAFMR ladder. They are modelled monthly benchmarks, not measured advertised rents by unit size. A property evaluation still needs the actual bedroom count, rent, utility treatment, fees, term, condition, availability, and concessions. Aggregate ZCTA vacancy and burden statistics cannot establish whether that individual home is available or affordable.","title":"Modelled bedroom ladder needs address-level validation"}],"risks":["ZORI blends rental types and reports a typical asking-rent index. A specific listing can differ because its unit characteristics, utilities, fees, terms, availability, and concessions are not represented in the index.","The ACS ZCTA survey reflects occupied renter households across five years, includes selected utilities, and has sampling uncertainty; it is not a contemporaneous USPS ZIP-level ledger of advertised rents.","The HUD-based studio-through-four-bedroom figures are proportional model outputs tied to an administrative standard. They can misstate any actual bedroom rent when unit mix, inclusions, or local listing terms differ.","Redfin's rolling resale observations and the annualized rent-to-price screen combine separate for-sale and asking-rent datasets. Neither identifies financing, operating costs, lease performance, or a net economic result for a property."],"qa":[{"a":"They do not sample the same rent universe. ZORI is a ZIP-level typical observed asking-rent index blended across rental types, while ACS median gross rent summarizes occupied renter homes in a five-year ZCTA survey and includes selected utilities. The ZCTA is statistical geography rather than an identical USPS delivery ZIP, adding another scope distinction.","q":"Why should Zillow ZORI and ACS median gross rent not be read as conflicting measures?"},{"a":"No. The bedroom amounts begin with the ZIP-wide ZORI and scale it using the supplied local HUD FMR/SAFMR bedroom ladder. This produces modelled estimates that preserve the administrative bedroom relationship. They are not measured advertised rents, signed lease rents, or direct unit-size rental comparables for a particular property.","q":"Are the bedroom figures observed ZIP rents?"},{"a":"No. The calculation annualizes the ZIP ZORI and divides it by Redfin's ZIP median sold price, joining an asking-rent index to a direct resale statistic. It is only a cross-source screening ratio. It excludes property-specific operating costs, financing, taxes, insurance, maintenance, lease terms, and actual rent collections.","q":"Does the annualized rent-to-sale-price ratio establish a return measure?"},{"a":"Confirm the live rent or actual sale terms, bedroom count, property type, condition, included utilities, recurring fees, concessions, term, and availability date. For sale comparisons, verify list and sale dates plus disclosed transaction concessions. Confirm the address geography as well, because ZIP market identifiers and Census ZCTAs are related but not identical geographic constructs.","q":"What address-level checks are still needed before using these aggregate measures?"}],"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 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