The Metrics Behind the Market: How Worthington Reads Southwest Florida Real Estate
Standard MLS reporting counts every listing equally. It treats an eight-month-old listing the same as a new one. Relists re-enter as fresh entries, and asking prices are taken at face value regardless of where buyers are actually transacting. Worthington’s Southwest Florida Market Methodology corrects for all three. We adjust raw counts, track relist behavior, and isolate the inventory that represents genuine competition.
Key Takeaways (TL;DR)
- Standard MLS data counts every listing equally. Worthington’s Southwest Florida Market Methodology adjusts for stale inventory and relists to isolate the supply that represents genuine competition.
- In any given month, a meaningful share of active listings have already failed to sell once. The Re-list Rate tracks that behavioral pattern and what it predicts about seller outcomes.
- Competitive Inventory typically runs at roughly half the overall months-of-supply figure. That difference gives sellers a more precise read on what they are actually entering.
- The Ask-Bid Gap measures the spread between asking prices and closed sale prices per square foot, a forward-looking indicator of where the market is heading.
- This page explains the methodology behind every metric in Worthington’s monthly Southwest Florida market reports.
Those three ideas run through every market report Worthington publishes. This page explains what they mean, how they work, and what they tell you that standard reporting does not.
The Three Signals Worthington Tracks
Every Worthington market report organizes its analysis around three signals. Fourteen analytical concepts appear in our reports, and all of them map to one of these three categories.
Supply Reality — how much inventory actually competes for buyer attention, after removing listings that buyers have already passed over.
These concepts define supply reality in our reports:
- Competitive Inventory
- Stale Inventory
- Shadow Inventory
- Months of Supply
Seller Behavior — what the listing history reveals about how sellers are responding to market conditions, and what that predicts about outcomes.
These concepts track seller behavior:
- Re-list Rate
- First-Attempt Listing
- DOM Reset
Pricing Alignment — how closely seller expectations match what buyers are actually paying, and where the gaps are largest.
These concepts measure pricing alignment:
- Ask-Bid Gap
- Sale-to-List Ratio
- Median Price and Price Per Square Foot
- Sales Mix Distortion
These three signals explain most of what happens in a housing market, and the sections below define each concept in detail. The monthly reports show them in practice.
How to Use This Page
If you are buying or selling in Southwest Florida, this page gives you a working vocabulary for understanding what you read. Here in Worthington’s reports and anywhere else you encounter housing data. After reading it, you will know why two sources can report different months-of-supply figures for the same market and both be correct. A high re-list rate means something specific for sellers in a given community. And a headline median price decline can overstate or understate what is actually happening to the home you are considering.
You do not need to memorize every term. The concepts build on each other. The most important ones, including Competitive Inventory, Re-list Rate, and the Ask-Bid Gap, appear in our reports with enough context to make sense as you read. This page is here when you want to go deeper.
If you have questions about how any of this applies to your specific situation, our team is here to walk through it with you.
Worthington’s reports are designed to interpret the Southwest Florida housing market, translating MLS data into signals buyers and sellers can actually use.
Why Raw MLS Numbers Require Interpretation
The Florida Gulf Coast MLS records every listing, every contract, and every closing. That data is accurate. The challenge is that standard reporting treats all of it equally, and not all of it deserves equal weight.
A home listed for the eighth month at the same price as when it first appeared is counted as active inventory, the same as a home that listed last week. A home relisted after expiring resets its days-on-market counter and re-enters the count as if it were brand new. In a month dominated by luxury closings, the median runs higher than one led by entry-level sales, even when underlying values held flat.
These are features of how MLS systems record activity, and they require active interpretation. Worthington’s analytical framework is designed to account for them, so the numbers we report reflect what is actually happening rather than what happens to be in the database on any given day.
The concepts below are the building blocks of that framework.
Competitive Inventory
Formal definition: Competitive Inventory is the count of active listings under 90 days on market. It includes first-attempt listings and relists that returned with a meaningful price reduction from the prior attempt.
What it is: Competitive Inventory is Worthington’s measure of active listings that represent genuine competition for a well-prepared seller. It excludes two categories from the total active count. The first is Stale Inventory: homes on market 180 or more days without a meaningful price reduction. The second is stubborn relists: homes that returned at the same price or higher after a prior listing expired or was withdrawn.
A note on “meaningful”: a meaningful price reduction is a reduction of roughly three percent or more from the prior listing price. That’s enough to signal a genuine recalibration rather than a cosmetic adjustment. That threshold is applied consistently across all five cities and all communities in every report we publish.
Why it matters: Overall months of supply treats every active listing as competition. A home sitting unsold since last summer is not competition for a seller pricing to current closed sales. Buyers are not cross-shopping a well-priced new listing against one passed over for eight months. Competitive Inventory reflects the supply a properly prepared seller actually faces.
In a typical Southwest Florida reporting period, Competitive Inventory runs at roughly half the overall months-of-supply figure. The difference widens when stale and relisted inventory has accumulated. Sellers need to know how much real competition they are actually entering. This figure answers the question more precisely than the headline supply number does.
We apply the same filtering rules in every city, every month. The figure may be tighter in some markets and wider in others, but the methodology is consistent.
Stale Inventory
Stale Inventory is a subcomponent of the Competitive Inventory calculation. It refers to active listings that have been on market 180 or more days without a meaningful price reduction.
Stale listings represent seller resistance rather than market supply. These are homes where the asking price has not moved to meet where buyers are. Including them in months-of-supply calculations overstates the competition a market-ready seller faces. Including them in days-on-market averages makes the market look slower than it is for homes priced to current conditions. Separating stale inventory from fresh inventory is one of the foundational steps in calculating Competitive Inventory.
Re-list Rate
Formal definition: The Re-list Rate is the percentage of current active listings that previously expired, terminated, or were withdrawn from the market within the past 12 months and subsequently returned.
What it is: Re-list Rate is Worthington’s primary behavioral indicator, the metric that reveals how sellers are responding to market conditions rather than just what those conditions are. The 12-month lookback window is a deliberate analytical choice. A property that expired 14 months ago and returned is treated as a first-attempt listing. Seller circumstances and market conditions change enough over that time horizon that the prior attempt is no longer meaningfully predictive. That choice is applied consistently across all cities and communities.
What Re-list Rate Reveals
Why it matters: A high re-list rate tells us that a meaningful share of sellers entered the market at a price buyers rejected, spent time and money without a result, and came back to try again.
Re-list Rate also predicts outcomes. In one recent Fort Myers analysis, homes that sold on the first attempt closed in a median of 49 days. Homes that required a relist spent 219 total days across both attempts and sold for a median of $42,500 below their original asking price. The financial cost of overpricing is measurable in the data every month.
At the community level, Re-list Rate varies widely, and that variation tells a story. Two communities in the same metro can show re-list rates of 27% and 60% respectively, with sale-to-list ratios that follow in kind. Those numbers describe fundamentally different seller experiences within the same regional market.
First-Attempt Listing
Formal definition: A First-Attempt Listing is a property with no prior expired, terminated, or withdrawn listing history within the past 12 months, entering the market fresh.
Why it matters: First-attempt listings and relisted homes behave differently, and treating them as a single category obscures important signals. First-attempt listings reflect current seller expectations entering fresh. Relisted homes reflect sellers who have already received market feedback, adjusted their approach, and returned.
The performance gap is consistent across every Southwest Florida market Worthington tracks. In one recent Fort Myers analysis, first-attempt listings carried a median of 26 days on market before going under contract. Relisted homes that eventually sold spent 219 total days across both attempts. Overpricing has a measurable cost, and the data shows it every month.
First-attempt listings also serve as the baseline for Competitive Inventory calculations. A first-attempt listing under 90 days on market is automatically included in the competitive count. A relist is included only if it returned with a meaningful price reduction. This is what makes First-Attempt Listing a necessary term alongside Re-list Rate rather than simply its inverse.
DOM Reset
Formal definition: DOM Reset is the mechanism by which a relisted property re-enters the MLS with a days-on-market counter starting at zero, erasing the prior listing’s history from the active view.
Why it matters: When a home expires and returns to market, the MLS records a new listing. The prior listing’s days on market disappears. A home that spent 120 days on market, expired, and returned the following week shows a current DOM of 7 days. For buyers comparing options, this creates a false impression of freshness. For market reports relying on MLS-reported median DOM figures, it compresses the number downward in ways that make the market look more active than it is.
DOM Reset is the mechanical reason Re-list Rate matters analytically. Without tracking which listings are relists, standard DOM figures cannot be taken at face value. Worthington’s re-list analysis identifies returning properties through address matching against expired, terminated, and withdrawn listings from the prior 12 months, restoring the full timeline to each home’s market history.
Shadow Inventory
Formal definition: Shadow Inventory is the pool of properties likely to enter the active market in the near term but not yet listed. The most common source is sellers whose listings expired or were withdrawn and who stepped back without relisting.
Why it matters: Active inventory counts what is currently listed, while Shadow Inventory captures the supply forming in the background. A market where active inventory is declining but shadow inventory is building can look tighter than it actually is heading into the next season.
Shadow Inventory is the most difficult concept in this framework to quantify precisely. Worthington treats it explicitly as a qualitative and directional signal rather than a reportable figure.
The most visible component is the pool of expired and withdrawn listings that have not yet returned. These are sellers who tested the market, did not find a buyer, and stepped back without relisting. In some market cycles, that pool can represent a significant share of potential supply, which is why Worthington interprets declining active inventory with some caution. The headline count may be falling, but a portion of the supply that came off market has not permanently exited. Whether those sellers return depends on their personal timelines, their pricing expectations, and how the buying season unfolds.
Ask-Bid Gap
Formal definition: The Ask-Bid Gap is the percentage spread between the median asking price per square foot of current active listings and the median sold price per square foot of recent closed sales.
Why it matters: The Ask-Bid Gap measures the distance between seller expectations and buyer reality in the current market. A narrow gap means listings are entering the market close to where transactions are landing. A wide gap means sellers are asking significantly more than buyers have been willing to pay, and one of those positions will have to move before a sale occurs.
Across Southwest Florida’s major markets, Ask-Bid Gaps tend to be narrowest in smaller, more efficient communities where listing prices align closely with recent sales, and widest in higher-price-tier markets where seller expectations adjust more slowly. Gaps in the low single digits suggest strong pricing alignment. Gaps exceeding 10% to 15% signal that sellers and buyers are operating from significantly different assumptions, and that one side will need to move before transactions can clear.
The Ask-Bid Gap is a forward-looking signal. In a buyer-leaning market, prices adjust to close it. How long that takes depends on how motivated sellers are and how much of the gap sits in stale inventory that has already lost most of its negotiating leverage.
Sales Mix Distortion
Formal definition: Sales Mix Distortion occurs when the median sale price shifts between periods not because underlying values changed, but because the types of homes that closed were weighted toward a different price tier. The result is a misleading headline number that reflects composition, not value movement.
Why it matters: Median price is a useful benchmark but a fragile one in smaller markets. Estero averages roughly 95 closed sales per month. If one month’s closings skew toward high-end transactions, the median rises. If the next month skews toward entry-level product, the median falls. Neither movement necessarily reflects a change in what any individual home is worth.
This is one of the primary reasons Worthington reports price per square foot alongside median price, and why we apply trailing averages in smaller markets. In one Estero reporting period, the headline median showed a double-digit year-over-year decline that was largely an artifact of an unusually high-end prior-year sample. The six-month trailing average told a more representative story. That kind of divergence is common in low-volume markets, where small sample sizes make compositional swings routine.
Sales Mix Distortion is most pronounced in markets like Estero and Bonita Springs. Larger markets with 300-plus monthly closings smooth out these swings naturally.
Median Price and Price Per Square Foot
What they are: Median sale price is the midpoint of all closed transactions in a given period. Price per square foot divides the sale price by the home’s square footage, normalizing for size so that comparisons across different homes and different months are more reliable.
Why both matter: Median price and price per square foot answer different questions, and both questions matter. Median price tells you what transactions are landing at in dollar terms. Price per square foot tells you how efficiently buyers are paying for space, independent of whether larger or smaller homes dominated sales that month.
When median price rises but price per square foot holds flat, it usually means larger homes are selling. Rising price per square foot alongside a flat median typically means smaller homes are selling at higher efficiency. Both metrics moving in the same direction produces the cleanest, most reliable signal.
Worthington reports both figures in every market report and every community snapshot. A single price figure can mislead in either direction, and price per square foot is the more useful metric for comparing across communities where typical home sizes differ significantly.
Months of Supply: Two-Track Reporting
What it is: Months of supply is calculated by dividing the number of active listings by the average monthly sales pace. It measures how long it would take to sell through current inventory if no new listings entered the market.
The two-track approach: Worthington reports months of supply twice in every market report, once using total active inventory and once using Competitive Inventory. The overall figure provides a standard reference point comparable to other markets and prior periods. The Competitive Inventory figure answers the more actionable question: how much real competition does a seller entering the market today actually face?
Reading the Thresholds in Context
What the thresholds mean: Six months of supply is the traditional balanced-market benchmark, where neither buyers nor sellers hold a structural advantage. Above six months favors buyers. Below six months favors sellers. That threshold reflects national historical averages and varies by market and season.
Southwest Florida requires seasonal context. Six months of supply in February, the peak of buying season here, reflects different conditions than six months in August, when buyer activity reaches its lowest annual point. Worthington interprets months-of-supply figures against the time of year, the specific market, and the price tier, rather than applying a single threshold as a universal read.
In Southwest Florida markets where overall supply sits above the six-month threshold, Competitive Inventory has consistently painted a tighter picture. It often falls in a range that reads as balanced or seller-favoring for well-priced homes, even when headline figures suggest a buyer’s market. That relationship between the two figures is one of the most practically useful things the two-track approach reveals.
Pending-to-Active Ratio
Formal definition: The Pending-to-Active Ratio is the number of homes currently under contract divided by the number of active listings, expressed as a percentage.
Why it matters: The Pending-to-Active Ratio is a real-time absorption signal. A rising ratio means buyer demand is outpacing available inventory, which typically precedes tighter conditions and faster sales timelines. A falling ratio means listings are building faster than contracts are forming.
A smaller market posting a Pending-to-Active Ratio approaching or exceeding 35%, alongside a low Competitive Inventory reading, is the tightest market by absorption metrics in the region. That can be true even when its raw transaction volume is lower than larger cities nearby. For buyers, a rising Pending-to-Active Ratio is a signal that the window for deliberate, unhurried decision-making may be narrowing.
Pending-to-Closed Ratio
Formal definition: The Pending-to-Closed Ratio compares the current month’s pending contracts to the same month’s closed sales, functioning as a forward-looking pipeline indicator.
Why it matters: Pending sales capture buyer decisions being made right now. Closed sales reflect decisions made 30 to 60 days earlier. When pending activity is rising sharply while closed sales still look flat, the closing numbers will typically catch up in subsequent months if contracts hold. Worthington uses the Pending-to-Closed Ratio as a forward-looking check on whether headline closed-sales figures are understating or overstating actual market momentum.
This ratio is most useful when read alongside contract cancellation trends. Southwest Florida’s insurance environment has elevated fall-through rates in recent years, particularly for older homes and properties in higher flood-risk areas. A rising Pending-to-Closed Ratio signals a growing pipeline, but the conversion of that pipeline depends on contracts reaching the closing table. Where cancellation data is available, we note it alongside the pipeline figures.
In markets where forward demand is building, a Pending-to-Closed Ratio above 1.5 or climbing toward 1.7 signals a pipeline that will likely show up in closing volume in subsequent months, provided contracts reach the table.
Showings Per Listing and the Showings-to-Pending Rate
What they are: Showings per listing measures average buyer engagement across the market. It tracks how many times buyers tour homes relative to the number of available listings. The Showings-to-Pending Rate measures how many showings it takes, on average, for a home to go under contract.
Why they matter: Both metrics capture buyer behavior before it shows up in contract or closing data. Showings per listing rising year over year means buyers are more actively engaging with available inventory. The Showings-to-Pending Rate declining means buyers are deciding more efficiently, moving from first showing to offer more quickly than in prior periods. That is often the earliest signal that market momentum is shifting.
When the Showings-to-Pending Rate declines across three consecutive years, say from eight showings per contract to seven to six, that trend confirms buyer decisiveness is building well before the closing numbers reflect it. When showings efficiency improves while closed sales are still flat, it typically means the pipeline is filling and that closed sales will follow.
FGCMLS makes these metrics available, but most brokerages never report them. Worthington tracks them as leading indicators because they reveal direction before outcomes.
Trailing Averages and When Worthington Uses Them
What they are: Trailing averages smooth month-to-month data by calculating the mean across a rolling window, typically three or six months, rather than reporting a single month in isolation.
When Worthington applies them: Single-month medians are reliable in high-volume markets like Naples and Cape Coral, where 300-plus transactions per month produce statistically stable figures. In smaller markets like Estero and Bonita Springs, where 95 to 120 homes close monthly, a single unusual transaction can move the median by 5% or more. Worthington applies trailing averages in lower-volume markets to produce a pricing signal that reflects the actual trend rather than the month’s particular mix of closings.
We note when trailing averages are being used and explain why, so readers can evaluate the figure in context rather than taking it at face value.
Why Smaller Communities Require Additional Context
Individual communities within Southwest Florida’s major cities add another layer of complexity. A community like Timber Creek in Fort Myers has 26 to 32 closed sales per quarter. A community like Grey Oaks in Naples may have 16. At those sample sizes, two or three high-end transactions can move the median significantly.
Worthington addresses small-sample volatility in community reporting through three practices. First, we use 120-day lookback windows for community-level data rather than single-month snapshots, which gives a more stable transaction sample. Second, we report ranges alongside medians so readers can see the distribution of closed prices rather than just the midpoint. Third, we flag when a community’s transaction count is low enough that the figures carry more variability than usual.
The analytical principles of this Southwest Florida Market Methodology, including Competitive Inventory, Re-list Rate, and the Ask-Bid Gap, apply at the community level as well. Low-volume communities require wider confidence intervals around any single data point. A community with eight sales in the past 120 days provides directional information, but the confidence around any single figure is limited.
How This Southwest Florida Market Methodology Evolves
The analytical approach described on this page reflects how Worthington reads the Southwest Florida housing market. Markets change, listing behavior changes, and data availability improves over time. The principles behind this framework, that raw counts can overstate supply, that re-list history reveals seller behavior, and that price per square foot corrects for sales mix distortion, are durable. Those specific thresholds and parameters adjust transparently as the market warrants.
The most current application of these ideas appears in our monthly market reports. That’s where the reasoning described here is shown in practice.
Glossary of Standard MLS Terms
Active Listings: All residential properties currently listed for sale in the MLS, including all price tiers, property types, and days on market.
New Listings: Properties that entered the MLS as active listings during the reporting period, including relists that re-entered after a prior listing expired, terminated, or was withdrawn.
Closed Sales: Transactions that reached a final recorded closing during the reporting period.
Pending Sales: Properties under an accepted contract that have not yet closed. Pending activity is one of the most reliable leading indicators of future closing volume.
Dollar Volume: The sum of all closed sale prices during the reporting period.
Median Days on Market (DOM): The midpoint of the range of days between a listing’s MLS entry date and its closing date for all sold homes during the reporting period. Because DOM resets when a property is relisted, this figure reflects the current listing period only unless otherwise noted.
Sale-to-List Ratio: The ratio of the final closed sale price to the listing price at the time of contract. Worthington’s reports use the most recent list price at the time of contract as the denominator, meaning a home reduced twice before going under contract shows a ratio against its final list price rather than its original ask.
Questions About Worthington’s Southwest Florida Market Methodology
Most sources calculate months of supply using total active inventory. Worthington reports that figure and also reports Competitive Inventory, which strips stale listings and stubborn relists from the count. The Competitive Inventory figure answers a different question: how much competition does a well-priced seller actually face? The two numbers measure different things, and both are accurate for their respective purposes.
Estero and Bonita Springs have monthly transaction volumes of roughly 95 and 120 closings respectively. That’s compared to 300 or more in Fort Myers, Cape Coral, and Naples. At lower volumes, the specific mix of homes that close in any given month can move the median significantly. Trailing averages reduce that volatility and produce a price signal more representative of the actual underlying trend.
We match active listings against expired, terminated, and withdrawn listings from the prior 12 months using property address. A listing that shares an address with a prior failed listing is classified as a relist. We note that this approach captures the clear majority of relists. But it may not identify every case where a listing was withdrawn and relisted under a different unit or parcel designation.
Supply that is forming in the background will affect the market when it arrives. Understanding whether shadow inventory is building or contracting is important. It helps buyers and sellers anticipate whether the supply picture is likely to tighten or expand in the near term.
The principles are stable. Specific parameters, including thresholds, lookback windows, and filtering rules, adjust transparently when market conditions warrant. Any material methodological change will be noted in the monthly reports when it occurs.
Ready to Put This to Work?
Understanding how the market is being measured is a good start. Knowing what it means for your specific neighborhood, price range, and timeline takes a conversation.
If you are thinking about buying or selling in Southwest Florida, contact our team and let’s talk through the numbers together. Or search current listings to see how this market looks in practice.
All data referenced on this page and in Worthington’s monthly market reports draws from the Florida Gulf Coast MLS (FGCMLS via Stellar MLS) unless otherwise noted. The analytical framework described here is applied consistently across all five major Southwest Florida markets: Fort Myers, Cape Coral, Estero, Bonita Springs, and Naples.
