At the reported endpoint, the $2,291 ZIP Zillow Observed Rent Index is pulling in two directions: the one-year same-month change was -1.5%, the three-year annualized same-month change was -0.7%, while the five-year annualized same-month change remained 3.7%. That is a break from the longer path rather than confirmation of it. ZORI is a typical observed asking-rent index blended across rental types, so it is a current market-level asking signal rather than a lease quote for a particular home. The recent declines temper the meaning of the still-positive five-year result; neither measurement is a forecast or an investment recommendation.
The history also calls for restraint in reading one current rent snapshot. Annualized monthly-return variability of 3.5% places this ZIP in the supplied high-variability category, meaning its monthly rent-index movement has not been uniformly smooth. Separately, the maximum drawdown was -4.0%, showing the largest observed peak-to-trough setback in the historical series. Coverage was 99.2%, supporting a nearly complete record for the measured span. In the transparent national discovery ranks among history-eligible ZIPs, momentum ranked 2,709, stability ranked 2,269, and balanced ranked 2,791, where a lower rank is higher. These are backward-looking discovery measures, not ratings of future performance.
The bedroom ladder translates the ZIP index into modelled monthly estimates, not measured bedroom rents. Scaling ZIP ZORI with the local HUD ladder produces $1,848 for a studio, $1,961 for one bedroom, $2,291 for two bedrooms, $2,932 for three bedrooms, and $3,564 for four bedrooms. Those figures preserve local HUD bedroom relationships while anchoring the ladder to the ZIP asking-rent index; they do not establish what a specific advertised unit commands. HUD’s FY 2026 FMR/SAFMR framework is an administrative, bedroom-specific standard rather than asking rent, so it must remain separate from both Zillow’s blended asking-rent index and any property-level lease terms.
The income and burden evidence provides a different, occupied-household lens. In the matched ACS 2024 five-year survey, median gross rent was $1,927 with a $114 margin of error; gross rent covers occupied renter homes and includes selected utilities. The current asking-rent index is 18.9% above that survey median, a scope difference that should not be read as a like-for-like price change. Applying the 30% required-income screen to the asking index produces $91,640, compared with median household income of $69,694; the resulting asking-rent-to-income arithmetic is 39.4%. Among surveyed renter households, 53.9%, or 4,082 of 7,574, reported spending at least 30% of income on rent. This screen is arithmetic, not advice or an applicant qualification rule, and burden does not prove affordability for any particular unit.
The matched Census geography also describes a renter-heavy housing base with meaningful vacancy. The five-digit 33607 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. The ZCTA population was 25,291, with a margin of error of 1,558, and its housing stock contained 13,538 units. Its vacancy rate was 11.2%, while renters represented 63.0% of occupied households, or 7,574 renter-occupied homes. These survey measures describe the ZCTA’s aggregate housing and occupancy structure, not the availability, condition, utility package, or rent of a specific vacant unit.
Wider benchmarks place the ZIP’s asking-rent index above each supplied context value, but those are not ZIP substitutes: the Tampa city context rent was $1,999, the Hillsborough County context rent was $2,025, and the Tampa-St. Petersburg-Clearwater, FL metro context rent was $2,020. City, county, and metro values are context only and each covers a broader geography than the ZIP market identifier. The comparison indicates that the ZIP’s current asking-rent signal sits above those wider figures, while the local history shows recent declines. That combination is more decision-useful than treating a broader average as a direct rental comparable.
Redfin supplies a separate for-sale-market tension. Its direct rolling-three-month ZIP resale observation showed a $449,898 median sold price, down only 0.02% year over year. Redfin is reporting resale transactions, not rental transactions: it recorded 104 homes sold, median days on market of 50, inventory of 103 homes, and 3.0 months of supply. Inventory was 7.5% higher than a year earlier. Sale-to-list signals were also less than full list pricing, with a 95.9% average sale-to-list ratio and 6.9% of sales above list. Near-flat sold-price change challenges any simple reading of the recent rent declines as a uniform weakening across all housing measures, while the marketing time and below-list sale signal add liquidity caution. Annualized ZIP ZORI divided by median sold price is a 6.1% cross-source screening ratio only, not a cap rate, net return, expected return, or property yield.
Several limits remain material. Zillow measures a blended asking-rent index, ACS measures surveyed occupied renter households, HUD supplies an administrative standard, and Redfin measures direct ZIP resale outcomes; none is a property-specific appraisal or lease ledger. A property-level review would need live advertisements for the relevant bedroom count, lease term, concessions, utility responsibility, recurring fees, and actual unit condition. For a resale comparison, it would also need recently closed nearby sales with comparable structure, condition, transaction timing, and final sale terms. Vacancy and rent-burden statistics cannot establish the leasing or financial outcome of a particular unit. The strongest supported reading is therefore a recently softer asking-rent path alongside a comparatively steady, but not frictionless, ZIP resale observation.
","findings":[{"body":"The asking-rent index declined over the recent one-year and three-year measurements, even though the five-year history remained positive. That break matters because the current reading should not be presented as a continuation of a single uninterrupted trend. Elevated historical variability further reduces confidence in treating one monthly index value as definitive.","title":"Recent rent direction conflicts with the longer history"},{"body":"The arithmetic income needed for the asking-rent screen exceeds the reported median household income, while more than half of surveyed renter households reported substantial rent burden. These measures identify an aggregate affordability tension, but they do not determine whether any applicant, household, or individual dwelling is affordable.","title":"The income screen is tighter than the median-income benchmark"},{"body":"The matched Census ZCTA has a majority renter share and a measurable vacancy rate across its housing stock. Those figures are useful for describing aggregate occupancy structure, yet they cannot show which vacant homes are rentable, available now, similarly configured, or offered with comparable utility and concession terms.","title":"ZCTA housing conditions are renter-oriented but not unit-specific"},{"body":"Redfin’s direct ZIP resale data showed an almost unchanged median sold price, even as asking-rent history was negative over recent intervals. However, longer marketing time, below-list average sale pricing, and higher inventory complicate any claim of uniformly strong resale conditions. The rent-to-price figure remains only a cross-source screening ratio.","title":"Resale pricing is steadier than the recent rent path"}],"risks":["Zillow asking-rent index values, ACS gross-rent survey values, HUD administrative standards, and Redfin resale observations cover different populations and transaction types, so direct substitution between them can materially mislead.","High historical variability means the current asking-rent index may be less representative of a durable level than a smoother series, especially when recent annual comparisons are negative.","The ZCTA is a statistical Census geography rather than a USPS delivery ZIP, and its vacancy, burden, and household measures cannot establish conditions for a specific address or unit.","The annualized rent-to-sold-price screening ratio omits expenses, financing, taxes, maintenance, occupancy, concessions, property condition, and transaction costs, so it cannot represent property economics or returns."],"qa":[{"a":"They measure different 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 and includes selected utilities. Different timing, populations, rent concepts, and utility treatment can all produce a gap.","q":"Why does the current asking-rent figure differ from ACS median gross rent?"},{"a":"No. The bedroom figures are modelled ZIP estimates created by scaling the ZIP asking-rent index with the local HUD bedroom ladder. They are useful for maintaining relative bedroom relationships, but they are not measured listings, signed leases, or evidence of the rent for a particular unit.","q":"Are the bedroom estimates observed rents for available apartments?"},{"a":"Redfin adds a direct ZIP rolling-three-month resale observation, including sold price, marketing time, inventory, supply, and sale-to-list signals. It does not provide rental comparables. Its relatively steady sold-price measure contrasts with recent rent declines, while its transaction-friction signals keep that contrast from becoming a simple conclusion.","q":"What does the resale evidence add to the rent analysis?"},{"a":"A specific-unit review needs current advertised rent, bedroom count, lease duration, concessions, utility responsibility, recurring fees, physical condition, and actual availability. If comparing a sale, it also needs nearby closed transactions with comparable structure, condition, timing, and final terms rather than broad ZIP-level resale metrics.","q":"What property-level facts are still needed before interpreting a specific unit?"}],"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 — 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