In 33132, a $3,357 Zillow asking-rent index sits beside a Redfin direct rolling-three-month ZIP resale observation in which median sold price fell 8.0% year over year. That juxtaposition is the central measured tension: the rent index remains elevated in absolute terms while the for-sale evidence is soft. Zillow ZORI is a typical observed asking-rent index blended across rental types, whereas the Redfin reading concerns resale transactions rather than rentals. Neither measure establishes the economics, availability, or condition of any particular home. The contrast nevertheless makes a current rent snapshot more useful when read with the longer rent path, affordability arithmetic, and the distinctly separate resale liquidity signals.
The recent rent direction breaks from the longer path. Exact same-month Zillow rent history shows a one-year annualized change of -0.3%, against a three-year annualized change of 1.6% and a five-year annualized change of 7.5%. The ZIP is therefore classified as cooling at the latest reading, not as continuing its stronger multiyear pace. Monthly-return variability annualized at 3.3% indicates that the index has moved around its trend enough to limit confidence in a single current observation. Maximum drawdown reached 3.2%, a separate measure showing the largest historical peak-to-trough retreat was modest but real. History coverage is 100% across 138 observations. Transparent national discovery ranks are 2,226 for momentum, 2,044 for stability, and 2,500 for the balanced measure among history-eligible ZIPs; these are backward-looking discovery tools, not forecasts or investment signals.
The local bedroom ladder should be read as a model, not as a survey of achieved rents. Scaling ZIP ZORI through the supplied HUD ladder produces modelled monthly estimates of $2,573 for a studio, $2,735 for one bedroom, $3,357 for two bedrooms, $4,500 for three bedrooms, and $5,199 for four bedrooms. These are never measured bedroom rents. HUD FMR/SAFMR is instead an administrative, bedroom-specific standard and not an asking-rent measure: its local ladder runs from $1,788 for a studio through $2,333 for two bedrooms to $3,613 for four bedrooms. The current ZIP index is 43.9% above the HUD two-bedroom standard, highlighting a source-definition gap rather than proving that a particular two-bedroom commands that difference.
The matched ACS five-year survey reports a $2,650 median gross rent for occupied renter homes, which includes selected utilities and is 26.7% below the Zillow asking-rent index. This is a material universe difference: ACS describes surveyed occupied households, while Zillow tracks typical asking rents. At a 30% rent-to-income screen, the current index implies $134,280 in required annual income, compared with ACS median household income of $109,109; the index-to-income arithmetic is 36.9%. That screen is arithmetic only, not advice or an applicant qualification rule. ACS also records 4,287 of 8,099 renter households, or 52.9%, as paying at least 30% of income toward rent. That burden statistic describes surveyed households and cannot prove the burden, lease terms, or utility costs of a particular unit.
Housing composition adds another caution to interpreting broad rent and vacancy measures. The five-digit label 33132 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. The ACS ZCTA contains 14,089 housing units, with a 22.7% vacancy rate and a 74.3% renter share. Large multifamily buildings account for 13,208 units, while single-family structures account for 329. Of the vacant stock, 1,027 units are classified as for rent and 1,701 as seasonal. Those counts indicate that vacancy is heterogeneous across stated use categories; they do not show that a specific apartment is available, competitively priced, or comparable to the ZORI basket.
Wider-geography rent context is lower, but it is context rather than ZIP evidence: the City of Miami context asking-rent index is $3,004, Miami-Dade County context asking rent is $2,886, and the Miami-Fort Lauderdale-Pompano Beach, FL metro context asking rent is $2,695. Each comparison is below the ZIP index, yet none is a substitute for direct 33132 rental observation. City, county, and metro figures use broader geographic scopes with different mixes of homes and renters than the ZIP market identifier. Their role is to frame the scale of the current ZIP reading, not to create rental comparables, establish a neighborhood premium, or explain why the ZIP differs.
Redfin provides the direct ZIP resale liquidity evidence. Its rolling-three-month observation reports a $459,896 median sold price, 122 homes sold, and 157 median days on market. There were 852 active listings, inventory of 618 homes, and 15.3 months of supply. Sale-to-list results were 94.5% on average, only 0.8% of homes sold above list, and 5.2% went off market within two weeks. These are for-sale market signals, not rental transactions or property operating results. The slower resale pattern confirms the recent cooling direction in ZORI, while the 8.8% annualized-ZORI-to-median-sold-price screening ratio creates a cross-source tension with the high current asking-rent and income screen. It is a screening ratio only, not a measure of returns or property performance.
The evidence has clear boundaries. ZORI does not identify concessions, lease duration, utilities, furnishing, or the actual bedroom mix of a listing; ACS is a survey with margins of error; HUD standards are administrative; and Redfin aggregates ZIP resale activity over a rolling period. Concrete property-level checks should therefore separate the advertised rent from included utilities and concessions, confirm bedroom count and usable condition, compare the listing with current like-for-like asking-rent advertisements, and determine whether the property fits the relevant resale inventory rather than the entire ZIP. The key unresolved question is whether a specific unit’s terms and physical attributes align with the modelled rent ladder and the broader cooling, high-burden, and slow-resale measurements.
","findings":[{"body":"The current Zillow asking-rent index is $3,357, with a slight one-year decline despite positive three-year and five-year annualized rent changes. Historical variability and drawdown show that the series has not moved in a straight line. The latest reading is therefore best treated as a cooling observation within a previously stronger multiyear history, not a forward projection.","title":"Cooling rent signal after stronger multiyear growth"},{"body":"Zillow ZORI is a blended asking-rent index, ACS median gross rent describes occupied renter homes and includes selected utilities, and HUD FMR/SAFMR is a bedroom-specific administrative standard. The modelled bedroom figures use the HUD ladder only to scale ZIP ZORI. Differences between these sources should not be treated as evidence of a particular unit’s market rent or lease cost.","title":"Asking rent, ACS rent, and HUD standards answer different questions"},{"body":"Applying a 30% income screen to the current asking-rent index produces required annual income above the reported ACS median household income. More than half of surveyed renter households are burdened at the 30% threshold. These figures identify an aggregate mismatch between current asking-rent arithmetic and survey income, but do not determine eligibility or burden for an individual renter.","title":"Affordability arithmetic is tighter than the ACS income midpoint"},{"body":"Redfin’s direct ZIP resale data show falling median sold price, long marketing time, extensive supply, and below-list sale-to-list performance. Those conditions align with the cooling rent signal. Yet annualized ZORI divided by median sold price remains an elevated cross-source screening ratio, creating a tension that cannot be resolved without unit-level rent, cost, condition, and transaction information.","title":"Resale liquidity is weak even as the rent-price screen is elevated"}],"risks":["The current Zillow index may not represent a specific unit because it blends rental types and does not disclose concessions, utility treatment, furnishing, lease length, condition, or exact bedroom mix.","ACS ZCTA figures are five-year survey estimates for a statistical area rather than a USPS delivery ZIP, so household income, burden, vacancy, and gross-rent results may not map precisely to the Zillow ZIP market.","High vacancy and seasonal-vacancy counts do not establish availability, negotiating leverage, or asking-rent pressure for any particular building, unit type, or lease term within the ZIP.","Redfin resale metrics measure for-sale transactions over a rolling three-month period; they cannot be converted into rental comparables, operating results, property returns, or evidence about a specific asset."],"qa":[{"a":"The measures come from different evidence universes. Zillow ZORI is a typical observed asking-rent index blended across rental types, while ACS median gross rent is a five-year survey measure for occupied renter homes that includes selected utilities. The gap does not show that either source is wrong, nor does it establish the rent of a particular available unit.","q":"Why is the Zillow asking-rent index higher than ACS median gross rent?"},{"a":"No. The bedroom figures are modelled monthly ZIP estimates created by scaling the current ZIP ZORI with the local HUD bedroom ladder. HUD FMR/SAFMR is an administrative bedroom-specific standard rather than asking-rent evidence. The model is useful for a consistent ladder, but it does not replace direct unit-level rental observations.","q":"Are the bedroom estimates measured rents for studios through four-bedroom homes?"},{"a":"It is a simple arithmetic screen: annualizing the current Zillow asking-rent index and dividing by 30% produces an income amount associated with that rent-to-income threshold. It is not financial advice, a tenant-screening rule, an affordability determination, or an applicant qualification requirement. Actual household costs and lease terms can differ substantially.","q":"What does the 30% required-income figure mean?"},{"a":"It compares annualized ZIP ZORI with Redfin’s median sold price from the direct rolling-three-month ZIP resale observation. It can highlight a cross-source tension between current asking rents and resale pricing, but it omits operating costs, financing, taxes, insurance, vacancy, repairs, unit condition, and transaction-specific factors. It is not a measure of returns.","q":"How should the Redfin rent-price screening ratio be used?"}],"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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