The five-digit label 98032 serves as both Zillow’s ZIP market identifier and the matched Census ZCTA label. It starts with a cross-market split rather than a single rent conclusion. Through June 2026, the ZIP’s asking-rent record was cooling over the year while the direct resale record was rising, so the two series should not be blended into one demand story. The annualized ZIP ZORI divided by median sold price is 4.16%; it is only a cross-source screening ratio, not a cap rate, net return, expected return, or property yield. The signal is useful precisely because it frames a question: why does a current rent snapshot soften while a separate resale measure strengthens? The packet offers measurements, not a causal answer, forecast, or investment recommendation.
At $1,932 in June, Zillow ZORI is a ZIP-level typical observed asking-rent index blended across rental types; it is neither a lease-price census nor a set of unit-specific comps. Its exact same-month change was -1.02% over one year, versus annualized gains of 1.08% over three years and 3.14% over five years. Thus the latest direction breaks from, rather than confirms, the longer positive path. The historical series has 100% coverage, annualized monthly-return variability of 2.41%, and a maximum drawdown of -2.17%. Its national discovery ranks are 2,441 for momentum, 538 for stability, and 1,816 for the balanced measure, where lower ranks are higher. These backward-looking readings make the current index more auditable, but documented variability still limits confidence in any one rent snapshot and does not predict the next move.
Bedroom detail needs a different reading. Scaling ZIP ZORI with the local HUD bedroom ladder produces modelled monthly estimates of $1,602 for a studio, $1,658 for one bedroom, $1,932 for two, $2,528 for three, and $2,972 for four. They are modelled estimates, never measured bedroom rents. HUD’s FY2026 two-bedroom FMR/SAFMR standard is $2,501, placing the ZIP index at 77.2% of that administrative benchmark. HUD FMR/SAFMR is a bedroom-specific program standard, not asking rent. Separately, ACS 2024 five-year matched ZCTA reports median gross rent of $1,862 for occupied renter homes, including selected utilities. A ZCTA is a statistical area and is not identical to a USPS delivery ZIP. The ACS survey measure differs from ZORI; its lower level should not be treated as a direct listing comparison.
The affordability screen is mechanical: at a 30% share of gross income, $1,932 monthly ZORI requires $77,280 annual income. The matched ZCTA’s median household income is $82,636, so the arithmetic asking-rent-to-income screen is 28.1%. This is not advice or an applicant qualification rule, and a median does not describe an individual renter. ACS nevertheless counts 4,833 of 8,413 renter households—57.4%—with rent burden at or above 30%; it cannot establish burden for a particular unit or household. The ZCTA contains 15,774 housing units and has a 7.0% vacancy rate; 449 vacant units are categorized for rent. Its stock includes single-family and large-multifamily structures. These ACS counts and categories describe survey-era area stock, not a live availability list, condition report, or vacancy at an identified property.
Broader rental context points in one direction but must retain its scope. Kent city context rent is about $1,978, King County county context rent is $2,330, and Seattle-Tacoma-Bellevue, WA metro context rent is $2,269; each is a wider-area context value, not a ZIP estimate or rental comp. The ZIP’s ZORI is below all three, but that arithmetic comparison does not reconcile their population mix, rental composition, or measurement timing. City, county, and metro values can frame relative scale only. They cannot replace the matched ZCTA’s survey measures, prove local supply conditions, or establish what any specific property can command.
The direct Redfin rolling-three-month ZIP resale observation ending June 30 reports a $557,374 median sold price, up 11.61% year over year. It records 60 homes sold, a 21-day median marketing time, 76 homes of inventory, and 3.9 months of supply. Inventory grew 49.67% from a year earlier. The average sale-to-list ratio was 99.2%, while 12.08% of sales closed above list. These are resale-market liquidity and pricing indicators, not rental transactions, rent comparables, or property operating results. Their sale price and tempo therefore cannot be used to revise ZORI, the ACS gross-rent figure, the HUD standard, or a unit’s possible rent.
The resale evidence challenges the rental/history signal rather than resolving it: median resale pricing increased even as the most recent ZORI change was negative and the longer rent path had been positive. The resale data also show more inventory while the sales measures retain distinct pricing and marketing signals, a mixed for-sale picture rather than proof of a rental turnaround. Meanwhile, the ZIP’s mechanical income screen sits below the ZCTA median household income, yet the burden share remains substantial. That affordability tension is descriptive: different households, rents, utilities, and timing can coexist within the area. No source in the packet identifies causation, future rent direction, tenant demand, property expenses, or transaction-level rental economics.
Interpretation remains bounded by the definitions and dates. ZORI is a blended asking-rent index, ACS is a five-year survey, HUD is an administrative standard, and Redfin observes completed ZIP resales; none is a live unit ledger. A property-level assessment would need the advertised rent, exact bedroom count, lease term, concession treatment, utilities paid by the tenant, availability date, property type, condition, and comparable active listings. A resale review would separately need the relevant property’s sale status, list history, and physical attributes. Those checks can test fit with the area indicators without converting area vacancy, burden, modelled bedrooms, or a screening ratio into proof about a particular home. Which documented unit facts most materially differ from these area-level measures?
","findings":[{"body":"Zillow’s June ZIP asking-rent index is $1,932, down 1.02% on the exact same-month one-year comparison. That latest cooling breaks from annualized gains over the three- and five-year windows. Complete history coverage and recorded variability improve traceability, but the series remains an area-level, backward-looking asking-rent measure rather than a forecast or a unit quotation.","title":"Cooling rent reading breaks the longer run"},{"body":"The studio-through-four-bedroom figures are a modelled ladder created by scaling the ZIP ZORI with local HUD standards. They preserve a local relative bedroom pattern, but they are not measured rents, active listings, lease transactions, or evidence that any available unit is priced at the displayed estimate. HUD standards themselves are administrative bedroom-specific benchmarks, not market asking-rent observations.","title":"Bedroom ladder is a model, not a comp"},{"body":"The 30% income calculation places annual income needed for the ZIP index below the ZCTA’s reported median household income, yet ACS reports a majority of renter households at or above the burden threshold. This contrast describes different area-level calculations and populations. It neither determines an applicant’s eligibility nor proves that a particular advertised rent will be affordable after utilities, concessions, or household circumstances.","title":"Burden complicates the median-income screen"},{"body":"Redfin’s rolling three-month observation recorded a rising median sold price, sales activity, supply, inventory, and sale-to-list measures for ZIP resales. Those facts challenge a simple reading of rent cooling, but they do not negate it because they observe for-sale transactions rather than rentals. Annualized ZORI divided by median sale price remains a cross-source screening ratio only, without operating expenses or property-level economics.","title":"Resale liquidity is separate evidence"}],"risks":["The ZORI figure is a blended typical asking-rent index across rental types. It may not match the advertised price, concession structure, utility treatment, or lease terms of a specific vacant unit.","ACS is a five-year ZCTA survey of occupied renter homes, with gross rent including selected utilities. Its period, sampled households, and statistical geography differ from both live listings and the Zillow ZIP index.","HUD FMR/SAFMR values are administrative, bedroom-specific standards. Scaling ZORI by their ladder yields modelled bedroom estimates, so the figures cannot substantiate measured studio or larger-unit rents at a given address.","Redfin resale observations concern completed for-sale transactions over a rolling three-month window. A median sale price and sale-to-list signal do not provide rental comps, expenses, vacancy for a unit, or property return."],"qa":[{"a":"The five-digit label is used here as Zillow’s ZIP market identifier and as a matched Census ZCTA label for ACS reporting. A ZCTA is a Census statistical area, whereas a USPS delivery ZIP is an operational mail-routing geography. That distinction is why the ACS gross-rent and housing counts are related context, not a literal set of Zillow listings.","q":"Why is the matched ZCTA not the same as a delivery ZIP?"},{"a":"A 30% screen divides annualized ZIP ZORI by a stated gross-income share. In this packet it produces $77,280 required annual income and a 28.1% comparison with the ZCTA median household income. It is arithmetic only: it is not lending, leasing, applicant qualification, or advice, and it does not include a household’s exact utilities or debt.","q":"What does the 30% required-income screen actually measure?"},{"a":"It functions as a modelled relative sizing of the ZIP asking-rent index, not as a collection of observed rents. The estimates take their pattern from the local HUD bedroom ladder. Because HUD is an administrative standard and ZORI blends rental types, actual property bedroom rent requires property-specific listing and lease information.","q":"How should the bedroom ladder be used?"},{"a":"Not necessarily. The Redfin block is a direct rolling-three-month ZIP resale observation, while ZORI tracks typical observed asking rents. A higher median sale price with a negative one-year rent change is a cross-market tension, not an inconsistency that permits one series to overwrite the other. Neither measure establishes future pricing or a property’s financial outcome.","q":"Does stronger resale pricing contradict cooling rents?"}],"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 FY2026","pulledAt":"2026-07-26","url":"https://www.huduser.gov/portal/datasets/usps_crosswalk.html"},{"key":"realtor_county","name":"Realtor.com Economic Research — county listing inventory","release":"county inventory 2026-06","pulledAt":"2026-07-28","url":"https://www.realtor.com/research/data/"},{"key":"redfin","name":"Redfin Data Center — inventory, days on market, and price cuts","release":"metro tracker through 2026-05-01","pulledAt":"2026-07-26","url":"https://www.redfin.com/news/data-center/"},{"key":"redfin_zip","name":"Redfin Data Center — ZIP resale activity and supply","release":"ZIP rolling 3 months through 2026-06-30; updated 2026-07-03","pulledAt":"2026-08-12","url":"https://www.redfin.com/news/data-center/"},{"key":"zillow_county","name":"Zillow ZHVI and ZORI — county values and rents","release":"county ZHVI/ZORI 2026-06","pulledAt":"2026-07-26","url":"https://www.zillow.com/research/data/"},{"key":"zillow_zori","name":"Zillow ZORI — metro market rents","release":"Metro_zori_uc_sfrcondomfr_sm_sa_month.csv","pulledAt":"2026-07-26","url":"https://www.zillow.com/research/data/"},{"key":"zillow_zori_city","name":"Zillow ZORI — city market rents","release":"zillow_zori_city.csv","pulledAt":"2026-07-29","url":"https://www.zillow.com/research/data/"},{"key":"zillow_zori_zip","name":"Zillow ZORI — ZIP market rents","release":"ZORI ZIP 2026-06","pulledAt":"2026-08-08","url":"https://www.zillow.com/research/data/"}],"history":[{"period":"2019-01-01","rent":1539.949341},{"period":"2019-02-01","rent":1521.899664},{"period":"2019-03-01","rent":1535.152548},{"period":"2019-04-01","rent":1528.744373},{"period":"2019-05-01","rent":1531.403444},{"period":"2019-06-01","rent":1507.248346},{"period":"2019-07-01","rent":1506.470431},{"period":"2019-08-01","rent":1520.369432},{"period":"2019-09-01","rent":1545.778858},{"period":"2019-10-01","rent":1558.193209},{"period":"2019-11-01","rent":1546.99186},{"period":"2019-12-01","rent":1545.503256},{"period":"2020-01-01","rent":1542.308194},{"period":"2020-02-01","rent":1561.587488},{"period":"2020-03-01","rent":1582.928646},{"period":"2020-04-01","rent":1578.59808},{"period":"2020-05-01","rent":1579.72417},{"period":"2020-06-01","rent":1571.56436},{"period":"2020-07-01","rent":1578.846088},{"period":"2020-08-01","rent":1568.211482},{"period":"2020-09-01","rent":1571.916926},{"period":"2020-10-01","rent":1569.358999},{"period":"2020-11-01","rent":1570.749768},{"period":"2020-12-01","rent":1571.771393},{"period":"2021-01-01","rent":1569.589284},{"period":"2021-02-01","rent":1579.011189},{"period":"2021-03-01","rent":1601.210049},{"period":"2021-04-01","rent":1619.940825},{"period":"2021-05-01","rent":1640.485431},{"period":"2021-06-01","rent":1655.369782},{"period":"2021-07-01","rent":1678.216886},{"period":"2021-08-01","rent":1707.395698},{"period":"2021-09-01","rent":1736.303508},{"period":"2021-10-01","rent":1752.252001},{"period":"2021-11-01","rent":1766.515694},{"period":"2021-12-01","rent":1774.623641},{"period":"2022-01-01","rent":1790.968754},{"period":"2022-02-01","rent":1809.761034},{"period":"2022-03-01","rent":1820.490448},{"period":"2022-04-01","rent":1840.228142},{"period":"2022-05-01","rent":1849.633291},{"period":"2022-06-01","rent":1880.591897},{"period":"2022-07-01","rent":1893.860677},{"period":"2022-08-01","rent":1900.639972},{"period":"2022-09-01","rent":1885.617213},{"period":"2022-10-01","rent":1887.175859},{"period":"2022-11-01","rent":1890.561416},{"period":"2022-12-01","rent":1899.723033},{"period":"2023-01-01","rent":1893.759087},{"period":"2023-02-01","rent":1890.403371},{"period":"2023-03-01","rent":1888.256427},{"period":"2023-04-01","rent":1880.216387},{"period":"2023-05-01","rent":1872.853637},{"period":"2023-06-01","rent":1870.525353},{"period":"2023-07-01","rent":1870.272713},{"period":"2023-08-01","rent":1876.821091},{"period":"2023-09-01","rent":1860.797561},{"period":"2023-10-01","rent":1867.333172},{"period":"2023-11-01","rent":1866.186319},{"period":"2023-12-01","rent":1878.604413},{"period":"2024-01-01","rent":1877.524876},{"period":"2024-02-01","rent":1876.556637},{"period":"2024-03-01","rent":1887.563943},{"period":"2024-04-01","rent":1904.535486},{"period":"2024-05-01","rent":1907.174806},{"period":"2024-06-01","rent":1895.514101},{"period":"2024-07-01","rent":1889.292777},{"period":"2024-08-01","rent":1897.092189},{"period":"2024-09-01","rent":1928.978351},{"period":"2024-10-01","rent":1933.45483},{"period":"2024-11-01","rent":1933.567307},{"period":"2024-12-01","rent":1914.645283},{"period":"2025-01-01","rent":1928.65738},{"period":"2025-02-01","rent":1946.404662},{"period":"2025-03-01","rent":1949.967939},{"period":"2025-04-01","rent":1950.479803},{"period":"2025-05-01","rent":1950.503055},{"period":"2025-06-01","rent":1951.930948},{"period":"2025-07-01","rent":1960.009421},{"period":"2025-08-01","rent":1954.303772},{"period":"2025-09-01","rent":1944.704778},{"period":"2025-10-01","rent":1942.052794},{"period":"2025-11-01","rent":1945.668066},{"period":"2025-12-01","rent":1955.563395},{"period":"2026-01-01","rent":1949.105002},{"period":"2026-02-01","rent":1938.818688},{"period":"2026-03-01","rent":1933.095682},{"period":"2026-04-01","rent":1927.146451},{"period":"2026-05-01","rent":1927.845531},{"period":"2026-06-01","rent":1932.060606}],"historySummary":{"pointCount":90,"firstPeriod":"2019-01-01","latestPeriod":"2026-06-01","coverageMonths":90,"coverageRatio":1,"changes":{"1":{"years":1,"startPeriod":"2025-06-01","endPeriod":"2026-06-01","startRent":1951.930948,"endRent":1932.060606,"change":-0.01017983859539684,"cagr":-0.01017983859539684},"3":{"years":3,"startPeriod":"2023-06-01","endPeriod":"2026-06-01","startRent":1870.525353,"endRent":1932.060606,"change":0.03289731032049792,"cagr":0.010847672616522308},"5":{"years":5,"startPeriod":"2021-06-01","endPeriod":"2026-06-01","startRent":1655.369782,"endRent":1932.060606,"change":0.16714744162220074,"cagr":0.03139529158429655}},"maxDrawdown":-0.021740267104020328,"annualizedVolatility":0.02406861489397227,"consecutiveReturnCount":89}}