ZIP 32301’s current Zillow reading creates the central screen: the June typical observed asking-rent index is $1,393, up 2.6% from the same month a year earlier. Zillow ZORI blends observed asking rents across rental types; it is not a lease-level quote or a utility-inclusive household budget. Applying a 30% income screen to that monthly index produces $55,720 in required annual income, above the matched area’s $50,942 median household income. That arithmetic places the asking-rent-to-income screen at 32.8%, but it is neither advice nor an applicant qualification rule. It simply frames a gap that should be tested against the exact home, lease terms, utility obligations, and household circumstances.
Source boundaries matter in interpreting that screen. The five-digit 32301 label is both a Zillow ZIP market identifier and a matched Census ZCTA; a ZCTA is a statistical area and is not identical to a USPS delivery ZIP. In the ACS five-year survey of occupied renter homes, median gross rent was $1,262, including selected utilities, so the current Zillow asking-rent index stands 10.4% higher. For wider-market context only, the Tallahassee city-scope rent was $1,507, the Leon County-scope rent was $1,507, and the Tallahassee, FL metro-scope rent was $1,513. Those broader values are not ZIP listing evidence and should not replace the local ZORI reading.
The bedroom ladder is a modelling device rather than a set of observed bedroom rents. Scaling ZIP ZORI with the local HUD ladder produces modelled monthly estimates of $1,130 for a studio, $1,241 for one bedroom, $1,393 for two bedrooms, $1,725 for three bedrooms, and $1,844 for four bedrooms. These are modelled estimates, not measured bedroom rents. HUD FMR/SAFMR is an administrative, bedroom-specific standard rather than asking rent; its local two-bedroom standard is $1,352. The ladder therefore offers a consistent way to size the ZIP index across bedroom counts, while actual quoted rents can differ with lease structure, utility billing, condition, and availability.
The longer rent record shows positive backward-looking movement, but the recent pace is slower than the earlier path. Exact same-month ZORI changes annualize to 2.6% over one year, 3.5% over three years, and 7.9% over five years. June’s gain therefore breaks from, rather than confirms, the faster multi-year growth pattern. Coverage is complete at 100% for the available history. Monthly ZORI changes translate to 3.0% annualized variability, so one current index observation warrants moderate rather than absolute confidence; it is an index snapshot, not a unit quote. Separately, the worst recorded peak-to-trough decline was 2.8%. Transparent national discovery ranks among history-eligible ZIPs were 969 for momentum, 1,701 for stability, and 1,204 for the balanced measure, where lower ranks are higher. These are historical measurements, not forecasts or investment recommendations.
The ACS ZCTA housing picture is renter-heavy: among 17,429 housing units, renters represented 68.8% of occupied homes. The 15.9% vacancy rate signals vacant stock in the survey universe, but it does not establish that a particular rental is available, comparable, or concessioned today. More than 30% of income went to rent for 53.0% of renter households in the ACS burden measure. At the wider Tallahassee city scope, the corresponding burden share was 60.6%, while the Leon County scope was 59.0%. Those comparisons place ZIP 32301 below both broader burden measures, yet neither burden data nor vacancy data proves the terms, affordability, or condition of any individual unit.
Resale evidence presents a separate, direct ZIP for-sale signal. In Redfin’s rolling three-month ZIP observation, the median sold price was $259,941, up 18.0% year over year, with 97 homes sold and a median 56 days on market. Inventory was 130 homes, down 10.9%, and months of supply measured 4.1. Sale-to-list activity was below par on average at 98.1%, while 16.0% of sales closed above list price. Transaction count, marketing time, inventory, and sale-to-list measures describe resale liquidity and pricing only; they are not rental transactions, rental comparables, or evidence of operating economics for a specific property.
There is a useful tension between the two market universes. Annualized ZIP ZORI divided by the median sold price produces a 6.4% cross-source screening ratio, but it is not a cap rate, net return, expected return, property yield, or measure of any owner’s cash flow. The sales record’s strong price change and tighter inventory challenge a simplistic conclusion drawn solely from the slower recent asking-rent growth and the income screen. Conversely, resale momentum does not resolve the ZIP’s burden data or prove that current asking rents are sustainable at a given property. The rent history, affordability arithmetic, and resale observation should remain parallel screens rather than be merged into one causal story.
Several limits remain material. ZORI is a blended asking-rent index, ACS is a survey with a different time frame and population, HUD is an administrative standard, and Redfin observes completed for-sale activity rather than leases. Before relying on the ZIP-level picture for a particular address, verify live asking rents and concessions for comparable units, bedroom classification, lease length, separately billed utilities, move-in timing, and whether advertised availability is still active. For a resale candidate, review the specific sale record, list history, condition disclosures, and any documents affecting occupancy or recurring charges. Those property-level checks determine whether this broad ZIP evidence applies to the exact decision under review.
","findings":[{"body":"ZIP 32301’s Zillow ZORI is $1,393, while the arithmetic 30% income screen requires $55,720 annually. That exceeds the matched ACS ZCTA median household income of $50,942. This is a population-level comparison, not a statement about any applicant’s qualification, savings, household composition, or ability to rent a specific unit.","title":"Current asking-rent screen exceeds the local income benchmark"},{"body":"Same-month ZORI growth was 2.6% over one year, compared with annualized rates of 3.5% over three years and 7.9% over five years. The latest reading is therefore positive but slower than the multi-year path. Complete history coverage supports interpretation of the record, while measured variability and drawdown still limit confidence in any single index snapshot.","title":"Rent growth remains positive but has decelerated from the longer record"},{"body":"The ACS ZCTA shows a 68.8% renter share and a 53.0% share of renter households paying more than 30% of income toward rent. The ZIP burden share is below the city and county context measures, but ACS burden and vacancy statistics cannot establish the affordability, availability, utilities, concessions, or condition of a particular rental home.","title":"Renter concentration and burden remain important survey signals"},{"body":"Redfin’s direct ZIP resale observation shows a $259,941 median sold price, rising year over year, alongside 4.1 months of supply and an average sale-to-list ratio below 100%. The annualized-rent-to-sale-price figure is only a cross-source screening ratio. It should not be interpreted as a cap rate, net return, expected return, or property-level yield.","title":"Resale strength does not convert into rental economics"}],"risks":["Zillow ZORI is a blended typical asking-rent index across rental types, so it may not match the advertised rent, concession package, utility treatment, condition, lease term, or availability of a specific unit.","ACS ZCTA results are five-year survey estimates for occupied renter homes and include selected utilities in gross rent; they differ in timing, population, and construction from a current asking-rent index.","HUD FMR/SAFMR values are bedroom-specific administrative standards rather than market asking rents. The bedroom ladder is modelled from ZIP ZORI and HUD relationships, not evidence of measured rents by bedroom count.","Redfin resale metrics cover for-sale transactions in a rolling ZIP observation. Median price, supply, marketing time, and sale-to-list behavior cannot establish rental demand, property operating costs, or terms for an individual asset."],"qa":[{"a":"The figures come from different evidence universes. Zillow ZORI is a current typical observed asking-rent index blended across rental types. ACS median gross rent is a five-year survey statistic for occupied renter homes and includes selected utilities. Differences can therefore reflect timing, survey population, utility treatment, and the distinction between advertised asking rents and occupied-home rent reports.","q":"Why is Zillow rent higher than ACS median gross rent in this ZIP?"},{"a":"No. They are modelled monthly ZIP estimates created by scaling the overall ZIP ZORI using the local HUD bedroom ladder. HUD FMR/SAFMR is an administrative bedroom-specific standard, not an asking-rent series. A particular unit’s quoted rent may differ because of lease terms, utilities, furnishing, condition, availability, and property-specific characteristics.","q":"Are the bedroom figures actual measured rents for studios through four-bedroom homes?"},{"a":"The history shows positive same-month growth over one, three, and five years, but the latest one-year pace is below the annualized three-year and five-year rates. That indicates deceleration relative to the longer record, not a forecast of future movement. Annualized variability and the prior drawdown also mean that one current ZORI observation should be treated as a useful index signal rather than a precise unit valuation.","q":"What does the rent history say about the current reading?"},{"a":"Use it as a separate for-sale market observation. Redfin’s median sold price, days on market, inventory, months of supply, and sale-to-list measures describe direct ZIP resale activity rather than rental transactions. Dividing annualized ZORI by the median sold price creates only a cross-source screening ratio; it is not a cap rate, net return, expected return, or property yield.","q":"How should the Redfin sale-price evidence be used alongside the rental 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 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