Verus-AI Research
Houston Housing Market Forecast 2026
A tract-level read on Houston: every full-history Census tract ranked by the Verus-AI score and five-year forecast.
Overview
Where the model sees value
The Verus-AI model scores 1,359 Houston-area census tracts on a 0-to-100 scale and projects home values through 2029. The mean five-year forecast across all 1,359 scored Houston tracts is +28.59%, and the population-weighted median home value currently stands at $272,400. Those aggregate figures suggest a market that, on balance, retains meaningful appreciation potential over the forecast horizon, though the distribution beneath that average is wide enough to reward careful tract-level differentiation.
The two highest-scoring tracts in the ranked tables, Houston Tract 5401 and Houston Tract 5503, each carry a Verus-AI score of 78 out of 100, both graded B. Their five-year forecasts are 37.01% and 36.31%, respectively, implying terminal values of $413,628 and $576,456 from current bases of $301,899 and $422,900. At the other end of the distribution, all five of the lowest-ranked tracts in the ranked tables carry scores of 0, F grades, and High risk designations, with five-year forecasts of -4.9% each. The gap between the leading and lagging cohorts is not marginal; it is structural, and it argues against treating Houston as a monolithic market.
The metro's score distribution itself is instructive. The median Verus-AI score across all 1,359 scored Houston tracts is 53, and the mean is 51.18, indicating a slight left skew driven by a tail of distressed tracts. The 10th-percentile score is 34 and the 90th-percentile score is 65, a spread of 31 points that confirms meaningful dispersion even within the middle of the distribution. Investors and analysts relying on metro-level averages alone will systematically misread both the upside and the downside present in this market.
The ranking
Houston five-year forecast distribution
| Metric | Value |
|---|---|
| Mean five-year forecast | +28.6% |
| 10th percentile tract | +14.0% |
| 25th percentile tract | +23.2% |
| Median tract | +32.2% |
| 75th percentile tract | +37.0% |
| 90th percentile tract | +37.0% |
| Tracts with negative forecast | 38 (2.8%) |
| Highest-forecast tract | 48339694700 (+37.0%) |
| Lowest-forecast tract | 48157670801 (-4.9%) |
| 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 | Houston - Tract 2902 | 76 | B | +36.5% | $395,182 | 7.4% |
| 7 | 48201210700 | Houston - Tract 0700 | 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 | Houston - Tract 1200 | 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% |
| Area | Tract | Income YoY | Verus-AI Score | 5-Yr Forecast |
|---|---|---|---|---|
| Houston - Tract 2204 | 48201452204 | +173.5% | 47 | +23.4% |
| Medical Center | 48201314401 | +167.8% | 53 | +25.1% |
| Houston - Tract 0804 | 48201450804 | +57.8% | 49 | +11.3% |
| Houston - Tract 2300 | 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% |
| Houston - Tract 0701 | 48201220701 | +18.6% | 61 | +37.0% |
| 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% |
Analysis
What is driving the spread
The forecast window therefore runs from 2025 through 2029.
Coverage across the Houston metro is broad but not universal. The metro encompasses 1,756 constituent tracts across county FIPS codes 48201, 48157, and 48339. Of those, 1,359 carry sufficient transaction history to be scored, representing 77.4% of all constituent tracts. The remaining 397 tracts are unscoreable due to data gaps and are excluded from all ranked tables and distribution statistics. Readers should note that unscoreable tracts are not necessarily distressed; sparse transaction histories in newer subdivisions or low-density exurban areas can also produce an unscoreable designation.
The score scale runs from 0 to 100. The forecast chart for the leading tract, Houston Tract 5401 (tract ID 48157675401), illustrates how the 80% confidence band widens progressively over the five-year horizon, with the terminal 80% interval spanning from $324,523 to $527,199, a band width of $202,676. That widening is a mechanical property of multi-year compounding uncertainty, not a signal of unusual model instability.
Across all 1,359 scored Houston tracts, the mean five-year forecast is +28.59% and the median is +32.21%. The gap between those two figures, roughly four percentage points, reflects a left tail of tracts with negative or near-zero forecasts pulling the mean below the median. The 10th-percentile forecast across all 1,359 scored Houston tracts is +14.0%, and the 25th percentile is +23.22%, indicating that even tracts in the lower quartile of the forecast distribution are expected to post positive nominal appreciation over the five-year window. The 75th and 90th percentiles both resolve to +37.01%, suggesting the model's upper bound is effectively capped at that level for a large share of tracts.
Thirty-eight tracts across all 1,359 scored Houston tracts carry negative five-year forecasts, representing 2.8% of the scored universe. That is a small fraction in absolute terms, but those tracts are not randomly distributed; they tend to cluster in areas where the model detects deteriorating income trends, elevated risk grades, and current values that appear disconnected from underlying demand fundamentals. The lowest forecast recorded across all 1,359 scored Houston tracts is -4.9%, a figure shared by multiple tracts including 48157670801, which carries a Verus-AI score of 21.
The contrast between the forecast distribution's upper and lower tails is sharper than the metro average implies. A tract at the 90th percentile of the forecast distribution is expected to appreciate more than 2.6 times as fast as a tract at the 10th percentile over the same five-year window (37.01% versus 14.0%). For institutional allocators sizing positions across multiple Houston tracts, that dispersion is a material consideration that aggregate metro statistics obscure entirely.
The ranked table below rewards close reading rather than a simple scan of scores. Several patterns emerge that run counter to the intuitive assumption that high scores require high current values. Alief, for instance, carries a Verus-AI score of 77 and a Low risk designation with a current value of $209,036, well below the population-weighted metro median of $272,400, yet its five-year forecast is 37.01% and its rent-to-price annual yield is 7.52%. Aldine similarly scores 76 with a current value of $138,521 and a rent-to-price yield of 10.43%, the highest among the 15 top-ranked tracts in the ranked tables. These are not premium-priced locations; they are tracts where the model identifies a combination of income momentum, yield, and price-to-income alignment that supports above-average appreciation potential.
Income momentum across the 20 tracts shown in the ranked tables varies considerably. Among the 15 top-ranked tracts, the income year-over-year figures range from 4.13% (Houston Tract 1200, tract 48201311200) to 18.31% (Aldine, tract 48201222100). Houston Tract 2902 shows an income year-over-year gain of 12.36%, which is among the stronger readings in the ranked set and is consistent with its score of 76. By contrast, among the 5 lowest-ranked tracts in the ranked tables, Houston Tract 2102 (tract 48201532102) records an income year-over-year change of -12.61%, the sharpest income year-over-year decline among the 20 tracts shown in the ranked tables, while Sharpstown (tract 48201432904) shows -5.73%. Two of the five lowest-ranked tracts carry negative income year-over-year trends; the remaining three show 0.0%.
Across all 1,359 scored Houston tracts, the sharpest income year-over-year decline recorded is -54.08% (tract 48201423303), a figure that illustrates the degree of stress present in isolated pockets even as the metro aggregate remains positive. That reading is not reflected in the ranked tables, which cover only the top 15 and bottom 5 tracts, but it is visible in the scored universe data and serves as a reminder that the distribution of income trends is considerably more dispersed than the headline metro figures suggest.
The momentum leaders table surfaces a separate analytical question: whether strong income growth translates reliably into high Verus-AI scores and strong forecasts. The answer, based on the data, is mixed. Houston Tract 2204 (tract 48201452204) records an income year-over-year gain of 173.53%, the largest in the momentum leaders table, yet carries a Verus-AI score of only 47 and a five-year forecast of 23.42%. Medical Center (tract 48201314401) shows an income year-over-year gain of 167.75% with a score of 53 and a forecast of 25.06%. These readings suggest the model applies meaningful discounts to income spikes that appear transitory or that are not accompanied by supportive yield and population dynamics. Conversely, Houston Tract 2300 (tract 48201212300) combines a more moderate income gain of 33.33% with a score of 70 and a forecast of 37.01%, indicating that consistency of inputs may matter more than the magnitude of any single variable.
The data does not support a broad crash thesis for the Houston market over the 2025-to-2029 forecast window. Across all 1,359 scored Houston tracts, the mean five-year forecast is +28.59% and only 38 tracts, 2.8% of the scored universe, carry negative five-year forecasts. The population-weighted median home value of $272,400 and the metro's total population of 9,946,355 provide a demand base that the model treats as a stabilizing factor in the historical training data.
That said, the 2.8% of tracts with negative forecasts are not trivially small in absolute count, and their characteristics warrant attention. All five of the lowest-ranked tracts in the ranked tables carry scores of 0, F grades, and High risk designations, and each is forecast to decline by 4.9% over five years, equivalent to a five-year compound annual growth rate of -1.0%. Houston Tract 0501's rent-to-price annual yield of 156.97% is a statistical outlier that almost certainly reflects a data anomaly in the current value rather than a genuine yield signal, and analysts should treat that figure with caution.
The more nuanced risk picture is one of bifurcation rather than systemic decline. The score distribution's minimum is 0 and its maximum is 78, a range of 78 points on a 100-point scale. The 10th-percentile score across all 1,359 scored Houston tracts is 34 and the 90th-percentile score is 65, indicating that most scored tracts cluster in a middle band with meaningful outliers at both extremes. A market where the median tract forecasts +32.21% appreciation but 38 tracts face nominal value erosion is not a market on the verge of a broad correction; it is a market where location selection carries unusually high stakes.
Outlook
The forward view
The model does not simulate future storm events, commodity price cycles, or regulatory changes. Readers should treat the forecast as a model-derived estimate conditioned on the continuation of historical relationships, not as a scenario analysis that accounts for tail events.
The 80% confidence interval for the leading tract, Houston Tract 5401, widens from a band width of $69,907 at the 2025 horizon to $202,676 at the 2029 terminal year. That progressive widening is a structural feature of multi-year forecasting and is not specific to this tract. The 80% interval, by construction, excludes the most adverse 10% and the most favorable 10% of modeled scenarios; outcomes outside the band are possible and, in aggregate across 1,359 tracts, statistically expected for a meaningful number of individual tracts.
Coverage gaps also warrant acknowledgment. The 397 unscoreable tracts, 22.6% of the 1,756 constituent tracts in the metro, are absent from all ranked tables and distribution statistics. If unscoreable tracts are systematically different from scored tracts in ways the model cannot observe, the distribution statistics reported here may not fully represent the metro's risk profile. Additionally, the income year-over-year figures for several tracts in the momentum leaders table, 173.53% for Houston Tract 2204 and 167.75% for Medical Center, are large enough to suggest possible base-year effects or data revisions rather than sustained organic income growth, and the model's relatively modest score assignments for those tracts (47 and 53, respectively) appear to reflect that skepticism. Analysts should cross-reference income trend data against multiple vintages before drawing conclusions from single-year readings at the extremes of the distribution.
Neighborhoods cited in this analysis
- Houston metro
Frequently asked
Questions
- Will the Houston housing market crash in 2026?
- Across all 1,359 scored Houston tracts, the mean five-year forecast is +28.59% and only 38 tracts (2.8% of the scored universe) carry negative five-year forecasts. The data does not support a broad crash scenario, though a small cohort of tracts with scores of 0 and High risk designations does face projected five-year declines of -4.9%.
- What is the average Houston home value forecast through 2029?
- The mean five-year forecast across all 1,359 scored Houston tracts is +28.59%, and the median five-year forecast is +32.21%. The population-weighted median home value currently stands at $272,400.
- Which Houston tracts have the highest Verus-AI scores?
- Houston Tract 5401 (tract 48157675401) and Houston Tract 5503 (tract 48201555503) each carry the highest Verus-AI scores among the 20 tracts shown in the ranked tables, at 78 out of 100, both graded B. Their five-year forecasts are 37.01% and 36.31%, respectively, with current values of $301,899 and $422,900.
- Which Houston tracts have the weakest outlook?
- All five of the lowest-ranked tracts in the ranked tables, Houston Tract 2302, Houston Tract 2102 (tract 48201532102), Houston Tract 0501, Houston Tract 2103, and Sharpstown, score 0, carry F grades and High risk designations, and are each forecast to decline by 4.9% over five years. Two of those five, Houston Tract 2102 and Sharpstown, also show negative income year-over-year trends of -12.61% and -5.73%, respectively.
- How wide is the score distribution across Houston tracts?
- Across all 1,359 scored Houston tracts, the minimum score is 0 and the maximum is 78, with a median of 53 and a mean of 51.18. The 10th-percentile score is 34 and the 90th-percentile score is 65, indicating that most scored tracts cluster in a middle band with meaningful outliers at both extremes.
- Does strong income growth guarantee a high Verus-AI score in Houston?
- Not necessarily. Houston Tract 2204 records an income year-over-year gain of 173.53%, the largest in the momentum leaders table, yet carries a Verus-AI score of only 47 and a five-year forecast of 23.42%, suggesting the model discounts income spikes that are not supported by consistent yield and population dynamics. Houston Tract 2300, with a more moderate income gain of 33.33%, scores 70 and forecasts 37.01%.
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.