For 10458, the immediate decision tension is a sharp asking-rent-to-income gap rather than a simple rent-growth story. Zillow’s June 2026 ZIP-level ZORI is $2,739, a typical observed asking-rent index blended across rental types, and it is up 15.4% from the same month a year earlier. Applying the 30% required-income screen arithmetically produces $109,560 of annual income, versus a matched ACS median household income of $40,800. That calculation is neither advice nor an applicant qualification rule; it simply shows how a current asking-rent index compares with area-level household income data.
The latest increase continues, rather than breaks from, the longer rent path. Exact same-month annualized ZORI changes were 15.4% over 1 year, 11.4% over 3 years, and 9.4% over 5 years, so the recent direction is faster than each longer lookback. This history belongs in the high-variability category: dispersion in annualized monthly returns reaches 5.6%, which limits confidence in treating one current index reading as a stable point estimate. Separately, the prior peak-to-trough drawdown was 6.1%, showing that the series has experienced meaningful reversals. Coverage is 97.6%; the momentum rank of 18 and stability rank of 2,873 are transparent national discovery ranks among history-eligible ZIPs, not forecasts or investment recommendations.
The bedroom ladder should be read as a modelling tool, not as a set of measured bedroom rents. Scaling ZIP ZORI through the local HUD bedroom ladder produces modelled monthly estimates of $1,987 for a studio, $2,305 for one bedroom, $2,739 for two bedrooms, $3,355 for three bedrooms, and $3,866 for four bedrooms. The two-bedroom model aligns with the aggregate ZORI by construction, so it is not an independent rental comparable. HUD’s two-bedroom standard is $2,616, placing the modelled two-bedroom estimate at 104.7% of that benchmark. HUD FMR or SAFMR is an administrative, bedroom-specific standard, not an asking-rent observation.
The five-digit 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. In the ACS 2024 five-year survey, the matched ZCTA has 30,732 housing units and 27,899 renter-occupied homes, a 95.8% renter share among occupied units. Large multifamily is the largest reported structure category. There are 1,620 vacant units, for a 5.3% vacancy rate, including 1,047 vacant-for-rent units. Those counts do not establish availability or conditions at any particular property. ACS reports 16,849 renter households paying at least 30% of income toward rent, or 60.4% of renter households. Its median gross rent is $1,558, including selected utilities, making the current asking index 75.8% higher; these are distinct evidence universes.
Wider geography supplies context, not substitutes for ZIP evidence: New York City’s citywide Zillow asking-rent index is $4,133, Bronx County’s countywide Zillow asking-rent index is $2,847, and the New York-Newark-Jersey City, NY-NJ-PA metropolitan Zillow asking-rent index is $3,573. The ZIP index therefore sits below the citywide and metro context measures but modestly below the county context measure. Those comparisons do not change the ZCTA’s renter-heavy occupancy pattern or its burden measurement. They also should not be merged with ACS gross rent, because ACS covers occupied renter homes over a five-year survey period and includes selected utilities, while ZORI tracks typical observed asking rents.
Direct ZIP resale evidence introduces a counterweight to the rent history. In Redfin’s rolling-three-month 10458 for-sale observation, median sold price is $199,955, down 20.0% year over year. Only 7 homes sold, median marketing time is 145 days, and inventory is 31 homes with 13.1 months of supply. The average sale-to-list ratio is 96.7%, while 14.3% of sales closed above list. These are resale-market liquidity and pricing signals, not rental transactions or rental comps. They challenge a simplistic reading of strong asking-rent momentum: rents have risen historically while the observed resale market shows lower prices and slow turnover. Annualized ZIP ZORI divided by median sold price is 16.4% as a cross-source screening ratio only; it is not a cap rate, net return, expected return, or property yield.
Several limits matter before attaching these aggregates to a building or unit. ZORI does not identify lease terms, concessions, included utilities, condition, or the bedroom mix of current listings. ACS burden, vacancy, income, and gross-rent measures are area-level survey estimates rather than evidence about a particular tenant or apartment. HUD standards are not rent comparables, and the resale observation does not reveal a property’s operating costs, financing, taxes, common charges, or repair needs. Concrete property-level checks should include the advertised rent and concessions, bedroom and bathroom count, utility responsibility, lease duration, legal unit status, comparable active asks, and documented physical condition.
The evidence is internally mixed in a decision-useful way. Asking-rent growth has been strong across every reported historical horizon, yet the income and renter-burden screen is strained, and direct resale data show thin, slow, discounted transaction conditions. No source here establishes future rents, future sale prices, tenant demand for a specific unit, or investment performance. The most defensible reading gives moderated confidence to the current rent snapshot because the history is volatile and each source measures a different population. Does the actual property’s documented rent, lease structure, utility package, unit configuration, and sale history support the aggregate signals rather than contradict them?
","findings":[{"body":"The current ZIP ZORI is materially above the income level implied by a 30% rent-to-income arithmetic screen. That does not identify what any household can pay or determine eligibility, but it highlights a substantial difference between a current asking-rent index and the matched ZCTA’s survey-based median household income.","title":"Asking-rent pressure exceeds the area income screen"},{"body":"Same-month rent growth is positive across the one-, three-, and five-year histories, and the latest pace is the strongest of those horizons. However, monthly-return variability and the documented historical drawdown mean the current ZORI should not be treated as a frictionless or permanently stable rent level.","title":"Recent rent direction confirms the longer path, with volatility"},{"body":"The ACS ZCTA profile is overwhelmingly renter occupied, with large multifamily as the dominant reported structure category. A substantial share of renter households are rent burdened, while vacant-for-rent units form most vacant units. Neither burden nor vacancy verifies pricing, availability, quality, or leasing conditions at a particular apartment.","title":"Renter-heavy stock and elevated burden are area-level constraints"},{"body":"The direct ZIP resale observation shows a lower median sold price, few sales, lengthy marketing time, ample months of supply, and average sales below list. That resale pattern does not refute asking-rent growth, because the sources measure different markets, but it challenges any assumption that rent momentum alone describes local housing-market conditions.","title":"Resale evidence complicates the rent signal"}],"risks":["The ZIP asking-rent index, ACS survey, HUD standard, and resale observations cover different populations, periods, and unit definitions, so combining them can create false precision for a particular address.","Historical ZORI growth is backward-looking and the series is classified as high variability; a current index value can move meaningfully without establishing a future rent path or lease outcome.","The resale sample contains few completed sales and should be read as direct market evidence with limited depth, not as a property valuation conclusion or evidence about rental transaction performance.","ACS estimates are multi-year survey measures with sampling uncertainty, and renter burden, gross rent, vacancy, and household income cannot prove the circumstances of a particular resident or unit."],"qa":[{"a":"It is Zillow’s ZIP-level ZORI, a typical observed asking-rent index blended across rental types at the stated endpoint. It is not a lease-level median, not a count of currently available units, and not directly comparable on a one-for-one basis with ACS gross rent or HUD standards.","q":"What does the current Zillow rent figure actually measure?"},{"a":"No. The studio through four-bedroom values are modelled monthly estimates created by scaling the ZIP ZORI with the local HUD bedroom ladder. They are useful for a consistent screening framework, but they are not measured bedroom rents, current listings, executed leases, or evidence of a unit’s condition.","q":"Are the bedroom figures observed rents for available apartments?"},{"a":"They are built from different evidence universes. ZORI is a current ZIP asking-rent index, whereas ACS median gross rent is a five-year survey measure for occupied renter homes and includes selected utilities. The ACS figure can reflect older leases and household circumstances rather than current advertised asking rents.","q":"Why do the ACS gross-rent and ZORI values differ so much?"},{"a":"Use the Redfin figures as direct rolling-three-month ZIP for-sale evidence only. Sold price, marketing time, inventory, supply, and sale-to-list patterns describe resale liquidity and pricing, not rental transactions. The annualized-rent-to-price calculation is only a cross-source screen and cannot establish operating income, expenses, return, or value for a specific property.","q":"How should the resale data be used alongside the rent data?"}],"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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