VERUS·AI RESEARCH Tract-level housing forecasts

Verus-AI Research

Houston Real Estate Market 2026

Houston real estate market data: median sale price $344,125, 46 days on market, and Verus-AI scores across 1,359 Census tracts.

Median sale price $344,125
Median days on market 46days
Pop-weighted value (ACS) $272,400
Median Verus-AI score 53/100

Where the model sees value

As of May 2026, the Houston market is operating in a supply-accumulation phase. The median sale price across the three-county footprint stands at $344,125, a 2.3% year-over-year gain, while the median days on market has extended to 46 days and the sale-to-list ratio has settled at 0.9681. These figures, drawn from closed-sale transaction data, are distinct from the AVM-based owner-estimated values used in the Verus-AI forecast model and should be read as a contemporaneous market-clearing signal rather than a valuation input.

The supply picture warrants attention. Active inventory across the three counties totals 26,371 homes. At 4.0 months of supply, the market sits in territory that is neither deeply constrained nor overtly distressed, but the directional pressure from new listings outpacing closings suggests that sellers are absorbing more negotiating friction than the headline price gain implies. The median price per square foot of $161 and the sub-1.0 sale-to-list ratio are consistent with that interpretation.

Readers should note that the market-snapshot figures above are third-party observed data covering the three-county approximation of the Houston metro. They are not inputs to the Verus-AI scoring or forecast model, which draws on ACS owner-estimated home values and a transaction history running from 2014 through 2024.

Distribution of Verus-AI scores across scored tracts
Distribution of Verus-AI scores across scored tracts012525037550003978Verus-AI score (0-100)
Distribution of Verus-AI scores across scored tracts: across the 1,359 scored Houston tracts.

Current market conditions (May 2026)

Current market conditions (May 2026)
Metric Value
Median sale price $344,125
Median sale price, year over year +2.3%
Median days on market 46 days
Active inventory 26,371
Homes sold (last month) 6,659
Months of supply 4.0
Sale-to-list ratio 96.8%
Median price per square foot $161
Source: Redfin Data Center
Houston metro summary
Metric Value
Tracts in metro 1,756
Tracts with full 2014-2024 history 1,359 (77.4%)
Tracts scored (renderable) 1,359
Tracts excluded (post-2020 geometry) 397
Population (scored and unscored) 9,946,355
Population-weighted median value $272,400
Mean Verus-AI score 51.2 / 100
Median Verus-AI score 53.0 / 100
Mean five-year forecast +28.6%
Forecast spread (p10 to p90) +14.0% to +37.0%
Top 15 tracts by Verus-AI score
Rank Tract Area Verus-AI Score Grade 5-Yr Forecast Current Value Gross Rent Yield
1 48157675401 Houston - Tract 5401 78 B +37.0% $301,899 8.2%
2 48201555503 Houston - Tract 5503 78 B +36.3% $422,900 5.9%
3 48201452802 Alief 77 B +37.0% $209,036 7.5%
4 48201453401 Houston - Tract 3401 77 B +36.7% $205,216 9.7%
5 48339692102 Houston - Tract 2102 77 B +34.7% $349,300 8.1%
6 48157672902 Cinco Ranch 76 B +36.5% $395,182 7.4%
7 48201210700 Near Northside 76 B +35.6% $196,800 8.1%
8 48201222100 Aldine 76 B +37.0% $138,521 10.4%
9 48201250701 Humble 76 B +33.5% $244,000 9.7%
10 48201252100 Houston - Tract 2100 76 B +37.0% $244,512 5.6%
11 48201330901 Houston - Tract 0901 76 B +37.0% $247,900 8.9%
12 48157675600 Houston - Tract 5600 75 B +32.4% $325,100 2.9%
13 48201211200 Kashmere Gardens 75 B +37.0% $133,499 8.7%
14 48201240802 Spring 75 B +37.0% $248,660 9.1%
15 48201311200 Houston - Tract 1200 75 B +37.0% $231,741 5.5%
Bottom 5 tracts by Verus-AI score
Rank Tract Area Verus-AI Score Grade 5-Yr Forecast Current Value Gross Rent Yield
1355 48201432904 Sharpstown 0 F -4.9% $104,459 13.7%
1356 48201452103 Westchase 0 F -4.9% $287,500 5.4%
1357 48201520501 Oak Forest 0 F -4.9% $11,872 157.0%
1358 48201532102 Houston - Tract 2102 0 F -4.9% $120,291 10.4%
1359 48339692302 Houston - Tract 2302 0 F -4.9% $128,767 8.8%
Demographic momentum leaders (household-income growth)
Area Tract Income YoY Verus-AI Score 5-Yr Forecast
Westchase 48201452204 +173.5% 47 +23.4%
Medical Center 48201314401 +167.8% 53 +25.1%
Houston - Tract 0804 48201450804 +57.8% 49 +11.3%
Near Northside 48201212300 +33.3% 70 +37.0%
Houston - Tract 1102 48201321102 +27.2% 48 +14.3%
Tomball 48201555401 +19.1% 75 +37.0%
Uptown/Galleria 48201431303 +18.9% 55 +27.6%
Aldine 48201231700 +18.8% 61 +35.5%
Houston - Tract 6000 48201556000 +18.7% 67 +35.9%
Northside/Northline 48201220701 +18.6% 61 +37.0%

What is driving the spread

The population-weighted median home value across the 1,359 scored Houston tracts is $272,400. That figure sits meaningfully below the May 2026 observed median sale price of $344,125, a divergence that reflects the different measurement bases: ACS owner-estimated values tend to lag transaction prices, particularly in markets that have seen rapid appreciation. The gap is worth flagging because it affects how one interprets the Verus-AI five-year forecasts, which are anchored to the ACS-derived base values rather than to current transaction prices.

The leading tract in the ranked table, Houston - Tract 5401, illustrates the appreciation trajectory most clearly. The forecast chart for that tract shows the central estimate reaching $413,628 by 2029, implying a five-year gain of 37.01% and a compound annual growth rate of 6.5%. The 80% confidence band at the 2029 terminal year spans from $324,523 to $527,199, a width of $202,676, a range that widens materially from the $69,907 band at the 2025 near-term forecast. That widening is a structural feature of multi-year price models and should temper any point-estimate precision the central forecast might otherwise imply.

Across the full scored universe of 1,359 Houston tracts, the Verus-AI score distribution runs from a minimum of 0 to a maximum of 78, with a median of 53.0 and a mean of 51.18. The 10th-percentile score is 34.0 and the 90th-percentile score is 65.0, indicating a moderately wide dispersion. The five-year forecast distribution tells a similar story: the 10th-percentile forecast is 14.0%, the median is 32.21%, and both the 75th and 90th percentiles converge at 37.01%, suggesting the model's upper forecast band is effectively capped at that level for the current scored universe.

The 15 top-ranked tracts in the ranked table below span all three counties in the data, FIPS 48201 (Harris County), 48157 (Fort Bend County), and 48339 (Montgomery County), and carry Verus-AI scores ranging from 75 to 78. All 15 hold a grade of B. Of the 15, 13 carry a Low or Moderate risk designation; the remaining two carry an Elevated designation. None of the top 15 carries a High risk label, though it is worth noting that the data confirms not all top-ranked tracts are Low or Moderate risk, as two Elevated-risk tracts appear in the set.

Fort Bend County contributes three tracts, Houston - Tract 5401, Cinco Ranch, and Houston - Tract 5600, while Montgomery County contributes Houston - Tract 2102. The remaining 11 tracts fall within Harris County, which, given its size relative to the other two counties, is not surprising.

Current values among the top 15 range from $133,499 for Kashmere Gardens to $422,900 for Houston - Tract 5503, a spread that underscores the model's indifference to absolute price level when assigning scores. Aldine, with a current value of $138,521 and a median household income of $69,342, carries the same Verus-AI score of 76 as Humble, where the current value is $244,000 and the median household income is $130,218. The score reflects the model's assessment of momentum, income trajectory, and forecast appreciation rather than a simple price-tier ranking.

Income growth is one of the more differentiated signals in the Houston tract-level data. Among the 20 tracts shown in the ranked tables, the sharpest income decline belongs to Houston - Tract 2102 (tract ID 48201532102), where median household income fell 12.61% year-over-year. That contraction, combined with a Verus-AI score of 0 and a High risk designation, places it firmly in the bottom tier. By contrast, Aldine (tract ID 48201222100) in the top-ranked set recorded an 18.31% income gain, the largest year-over-year income increase among the 20 tracts in the ranked tables.

The momentum-leaders table surfaces a different dimension of income dynamics. Westchase (tract ID 48201452204) recorded a 173.53% year-over-year income gain, and Medical Center recorded 167.75%, figures that are striking in magnitude but that the model tempers with relatively modest scores of 47 and 53, respectively, and five-year forecasts of 23.42% and 25.06%. The divergence between extreme near-term income acceleration and restrained forecast appreciation suggests the model is discounting the durability of those income spikes, treating them as potentially transitory rather than as durable structural shifts.

Near Northside (tract ID 48201212300) in the momentum-leaders table presents a more coherent signal: a 33.33% income gain pairs with a Verus-AI score of 70 and a five-year forecast of 37.01%, placing it among the higher-conviction entries in that table. Tomball similarly combines a 19.05% income gain with a score of 75 and a 37.01% forecast. Readers should note that income figures are ACS-derived estimates and carry their own survey-based uncertainty, particularly for smaller tracts.

Among the five lowest-ranked tracts, two, Houston - Tract 2102 (48201532102) and Sharpstown, recorded negative income growth, at -12.61% and -5.73% respectively. The remaining three showed flat income growth of 0.0%. That uniform absence of positive income momentum across all five bottom tracts is consistent with the model's F grades and High risk designations for each.

The Verus-AI model generates five-year forecasts for the 2025-2029 window across all 1,359 scored Houston tracts. The mean five-year forecast across that universe is 28.59%, with a median of 32.21%. The distribution is left-skewed: the 10th-percentile forecast is 14.0%, while both the 75th and 90th percentiles converge at 37.01%, indicating that the upper tail of the forecast distribution is compressed. A meaningful share of tracts cluster at or near that 37.01% ceiling, while the lower tail extends to negative territory.

The top-ranked tracts, as shown in the ranked table, illustrate the ceiling effect clearly. Among the 15 top-ranked tracts, the five-year forecasts range from 32.41% for Houston - Tract 5600 to 37.01% for eight of the 15 tracts, specifically Houston - Tract 5401, Alief, Aldine, Houston - Tract 2100, Houston - Tract 0901, Kashmere Gardens, Spring, and Houston - Tract 1200. The forecast chart for Houston - Tract 5401, the leading tract by Verus-AI score, shows the central estimate rising from $321,523 in 2025 to $413,628 in 2029, with the 80% confidence band widening from a $69,907 spread in 2025 to a $202,676 spread at the 2029 terminal year.

All five carry a grade of F, a Verus-AI score of 0, and a High risk designation. The current values in this group range from $11,872 for Oak Forest, an outlier that likely reflects a data anomaly or a non-standard property type, to $287,500 for Westchase (tract ID 48201452103). The uniformity of the -4.9% forecast across all five bottom tracts, within the 20 tracts shown in the ranked tables, suggests the model is assigning a floor-level negative outcome rather than differentiating further within the lowest-scoring tier.

For context, the scored universe of 1,359 Houston tracts contains tracts with income declines far steeper than anything in the ranked set. The sharpest income decline across all 1,359 scored Houston tracts belongs to tract ID 48201423303, at -54.08%, compared with the -12.61% that represents the sharpest income decline among the 20 tracts shown in the ranked tables. That gap is a reminder that the ranked tables surface the extremes of the scored set, not the extremes of the full universe.

Exhibit 1
Five-year forecast for the top-scoring tractsHouston - Tract 5401+37.0%Houston - Tract 5503+36.3%Alief+37.0%Houston - Tract 3401+36.7%Houston - Tract 2102+34.7%Cinco Ranch+36.5%Near Northside+35.6%Aldine+37.0%Humble+33.5%Houston - Tract 2100+37.0%
Exhibit 2
Leading tract 48157675401: observed and forecast median value$83K$202K$321K$441K$560K201420242029ObservedForecast

The forward view

Of the 1,756 census tracts within the three-county Houston footprint, 1,359 carry sufficient transaction history to be scored, representing 77.4% of all constituent tracts. The remaining 397 tracts are unscoreable under the current methodology, typically because they lack the full history window required for model calibration.

They are not guarantees, and realized outcomes outside the band are consistent with the model's design.

Several data-quality considerations apply. ACS owner-estimated home values, which anchor the Verus-AI base values, are survey-derived and lag transaction prices; the gap between the population-weighted median value of $272,400 and the May 2026 observed median sale price of $344,125 reflects this lag. Income figures are similarly ACS-derived and carry survey uncertainty, particularly for smaller tracts. The Oak Forest entry in the bottom-five table, with a current value of $11,872 and a rent-to-price ratio of 156.97%, is an outlier that likely reflects a data anomaly rather than a market-clearing price; readers should treat that specific observation with caution. The market-snapshot figures, active inventory, closed sales, new listings, months of supply, median sale price, and sale-to-list ratio, are third-party observed data as of May 2026 and are not inputs to the Verus-AI model. The scored universe covers FIPS counties 48201, 48157, and 48339; tracts outside those boundaries are not represented.

Exhibit 3
Demographic momentum: household-income growth (YoY %)Westchase+173.5%Medical Center+167.8%Houston - Tract 0804+57.8%Near Northside+33.3%Houston - Tract 1102+27.2%Tomball+19.1%Uptown/Galleria+18.9%Aldine+18.8%Houston - Tract 6000+18.7%Northside/Northline+18.6%
Exhibit 4
Five-year forecast dispersion across 1,359 scored tracts02505007501000-4.9%+16.1%+37.0%Five-year forecast appreciation

Questions

What is the current median home price in Houston as of 2026?
The median sale price across the three-county Houston footprint stands at $344,125 as of May 2026, reflecting a 2.3% year-over-year gain based on closed-sale transaction data. This figure is distinct from the population-weighted median home value of $272,400 derived from ACS owner-estimated values, which anchors the Verus-AI forecast model.
How many months of supply does the Houston market currently carry?
The Houston market carries 4.0 months of supply as of May 2026, with 26,371 active listings and 6,659 homes sold in the most recent month. New listings totaled 10,470 in that same month, meaning supply is accumulating faster than demand is absorbing it at the current pace.
Which Houston tracts have the highest Verus-AI investment scores?
Houston - Tract 5401 and Houston - Tract 5503 share the highest Verus-AI scores among the 20 tracts shown in the ranked tables, each at 78, both carrying a grade of B. Houston - Tract 5401 carries a Moderate risk designation while Houston - Tract 5503 carries a Low risk designation; the full attribute breakdown for both appears in the ranked table.
What is the five-year home value forecast for the top Houston tracts?
Among the 15 top-ranked tracts in the ranked tables, five-year forecasts range from 32.41% for Houston - Tract 5600 to 37.01% for eight tracts including Houston - Tract 5401, Alief, Aldine, and Spring, among others. These forecasts are model-derived estimates for the 2025-2029 window and are presented with 80% confidence intervals, not as point predictions.
What do the lowest-ranked Houston tracts have in common?
All five of the lowest-ranked tracts in the ranked tables carry a Verus-AI score of 0, a grade of F, a High risk designation, and a five-year forecast of -4.9%, implying a compound annual rate of -1.0%. Two of the five, Houston - Tract 2102 (48201532102) and Sharpstown, recorded negative year-over-year income growth, at -12.61% and -5.73% respectively, while the remaining three showed flat income growth of 0.0%.
How many Houston tracts does the Verus-AI model cover?
The model scores 1,359 of the 1,756 census tracts within the three-county Houston footprint, representing 77.4% of all constituent tracts. The remaining 397 tracts are unscoreable under the current methodology, typically due to insufficient transaction history across the 2014-2024 history window.

Methodology

Forecasts are produced by the Verus-AI model from tract-level Census demographic, employment, and market inputs. The five-year figure is a cumulative point forecast for 2025-2029; confidence bands reflect in-sample model uncertainty only and do not capture macroeconomic shocks, policy changes, or idiosyncratic events. Gross rent yield is derived from ACS tract-level median gross rent; tracts with suppressed or sentinel ACS rent values are shown as n/a. Rankings reflect the model's point estimates (model data as of 2026-05-10) and are not investment advice. Tracts retired in the post-2020 Census geometry are excluded where coverage is insufficient.