Verus-AI Research
Austin Housing Market Forecast 2026
A tract-level read on Austin: every full-history Census tract ranked by the Verus-AI score and five-year forecast.
Overview
Where the model sees value
The Verus-AI forecast for Austin covers 465 scored tracts drawn from a universe of 654 census tracts across the metro's constituent counties. Across those 465 tracts, the mean five-year price appreciation forecast is 33.18%, and the population-weighted median home value currently stands at $454,400. The leading tract in the ranked table below, Austin - Tract 2423, carries a Verus-AI score of 85, the highest in the scored universe of 465 Austin tracts, and an A- grade, with a five-year forecast of 37.01% and a current value of $411,000.
The headline figure that most readers will find counter-intuitive is the shape of the forecast distribution: the 50th, 75th, and 90th percentiles of the five-year forecast across all 465 scored Austin tracts all register at 37.01%, meaning the upper portion of the distribution is effectively flat at that ceiling. That asymmetry, a compressed upper band and a thin but meaningful lower tail, is the central analytical story of this report.
The bottom five tracts in the ranked table all carry F grades; all five carry either a High or Elevated risk designation. Four of the five carry High risk designations, and one carries an Elevated designation. These are not marginal underperformers; they represent a structurally distinct segment of the scored universe, characterized by very low Verus-AI scores ranging from 0 to 15 for four of the five lowest-ranked tracts.
The ranking
Austin five-year forecast distribution
| Metric | Value |
|---|---|
| Mean five-year forecast | +33.2% |
| 10th percentile tract | +23.4% |
| 25th percentile tract | +32.2% |
| Median tract | +37.0% |
| 75th percentile tract | +37.0% |
| 90th percentile tract | +37.0% |
| Tracts with negative forecast | 5 (1.1%) |
| Highest-forecast tract | 48491021603 (+37.0%) |
| Lowest-forecast tract | 48209010306 (-4.9%) |
| Rank | Tract | Area | Verus-AI Score | Grade | 5-Yr Forecast | Current Value | Gross Rent Yield |
|---|---|---|---|---|---|---|---|
| 1 | 48453002423 | Austin - Tract 2423 | 85 | A- | +37.0% | $411,000 | 6.0% |
| 2 | 48491020404 | Austin - Tract 0404 | 83 | B+ | +37.0% | $418,149 | 6.9% |
| 3 | 48491020818 | Hutto | 83 | B+ | +37.0% | $505,700 | 6.3% |
| 4 | 48491021502 | Round Rock | 82 | B+ | +37.0% | $267,100 | 7.5% |
| 5 | 48453002003 | Austin - Tract 2003 | 81 | B+ | +37.0% | $477,000 | 3.7% |
| 6 | 48453033200 | Buda | 81 | B+ | +37.0% | $426,300 | 6.4% |
| 7 | 48453033300 | Austin - Tract 3300 | 81 | B+ | +37.0% | $734,402 | 5.3% |
| 8 | 48491021201 | Taylor | 81 | B+ | +37.0% | $275,000 | 6.9% |
| 9 | 48453042500 | Austin - Tract 2500 | 80 | B+ | +37.0% | $444,900 | 6.1% |
| 10 | 48453002104 | Windsor Park | 79 | B | +34.1% | $526,100 | 4.4% |
| 11 | 48491020706 | Round Rock | 79 | B | +37.0% | $625,900 | 4.7% |
| 12 | 48209010915 | Buda | 78 | B | +37.0% | $502,009 | 6.1% |
| 13 | 48491020337 | Leander | 78 | B | +36.9% | $461,100 | 6.2% |
| 14 | 48491020354 | Cedar Park | 78 | B | +37.0% | $449,800 | 5.6% |
| 15 | 48491020509 | Austin - Tract 0509 | 78 | B | +37.0% | $674,200 | 4.9% |
| Area | Tract | Income YoY | Verus-AI Score | 5-Yr Forecast |
|---|---|---|---|---|
| West Campus | 48453000606 | +94.1% | 51 | +17.4% |
| Austin - Tract 2327 | 48453002327 | +74.4% | 48 | +8.9% |
| Leander | 48491020340 | +25.8% | 70 | +37.0% |
| Central East Austin | 48453000901 | +22.2% | 65 | +31.6% |
| Austin - Tract 0306 | 48209010306 | +16.9% | 15 | -4.9% |
| Austin - Tract 2110 | 48453002110 | +16.7% | 70 | +37.0% |
| Austin - Tract 1602 | 48491021602 | +15.2% | 67 | +37.0% |
| Austin - Tract 2200 | 48453042200 | +13.7% | 59 | +27.6% |
| Circle C Ranch | 48453036800 | +13.4% | 70 | +34.2% |
| Pflugerville | 48453044500 | +13.0% | 68 | +37.0% |
| Metric | Value |
|---|---|
| Tracts in metro | 654 |
| Tracts with full 2014-2024 history | 465 (71.1%) |
| Tracts scored (renderable) | 465 |
| Tracts excluded (post-2020 geometry) | 189 |
| Population (scored and unscored) | 3,634,601 |
| Population-weighted median value | $454,400 |
| Mean Verus-AI score | 59.9 / 100 |
| Median Verus-AI score | 61.0 / 100 |
| Mean five-year forecast | +33.2% |
| Forecast spread (p10 to p90) | +23.4% to +37.0% |
Analysis
What is driving the spread
The Verus-AI model is trained on a history window spanning 2014 through 2024 and projects forward across a five-year forecast window of 2025 through 2029. Confidence bands are 80% intervals; they should be read as the range within which the model expects the outcome to fall eight times in ten, not as a guarantee of any specific trajectory. The score scale runs from 0 to 100, and the forecast chart for the leading tract illustrates how the band width widens materially over the forecast horizon: for Austin - Tract 2423, the terminal 80% band spans from $482,872 on the lower bound to $656,672 on the upper bound, a width of $173,800.
Coverage is meaningful but not complete. Of 654 total census tracts in the Austin metro, 465 carry sufficient transaction history to be scored, representing 71.1% of the total tract count. The remaining 189 tracts are unscoreable under the model's data-sufficiency requirements. Readers should treat the scored universe as a representative but not exhaustive picture of the metro; thinly traded or newly platted areas are disproportionately represented among the unscored tracts.
The Verus-AI score synthesizes price history, income dynamics, rent yield, and risk designation into a single 0-to-100 index. The mean score across all 465 scored Austin tracts is 59.91, and the median is 61.0. The 10th-percentile score is 46.0 and the 90th-percentile score is 72.0, indicating that the bulk of the scored universe clusters in a moderate-to-solid range, with the extremes, scores at or near 0 and scores at 85, representing genuine outliers rather than a normally distributed spread.
Across all 465 scored Austin tracts, the 50th, 75th, and 90th percentiles of the five-year forecast distribution all register at 37.01%. The 25th percentile is 32.2% and the 10th percentile is 23.45%. This means that more than half of all scored Austin tracts are forecast to appreciate at the ceiling rate over the five-year window, and the distribution's meaningful variation is concentrated almost entirely in the lower half.
The mean five-year forecast of 33.18% sits below the median of 37.01%, which is itself a consequence of the lower-tail tracts pulling the average down. Five tracts across all 465 scored Austin tracts carry negative five-year forecasts, representing 1.1% of the scored universe.
The practical implication of this distributional shape is that selecting among the upper tier of Austin tracts on forecast alone provides little differentiation; the ranked table below shows that 13 of the top 15 tracts share the identical 37.01% five-year forecast. The meaningful analytical work lies in examining the secondary indicators, Verus-AI score, risk grade, income growth, and rent yield, to distinguish among tracts that the forecast ceiling treats as equivalent.
Among the 20 tracts shown in the ranked tables, the income growth figures for the higher-scoring tracts are uniformly positive. Austin - Tract 2500 shows 10.89%, and Austin - Tract 3300 shows 10.07%. These readings suggest that the tracts at the upper end of the Verus-AI ranking are experiencing genuine household income expansion, not merely price appreciation in isolation.
The contrast with the bottom five tracts is instructive. Among the 20 ranked tracts, the lowest income growth readings belong to San Marcos (0.0%) and Allandale (0.0%), with Pflugerville at 0.81%. Allandale scores 13 and carries a five-year forecast of only 4.57%, the sole bottom-five tract that avoids a negative forecast, but its income growth of 0.0% and its High risk designation are consistent with the model's low score. Austin - Tract 0306 presents a more complex picture: it carries a 16.93% year-over-year income gain, the highest income growth reading among the 20 ranked tracts, yet its Verus-AI score is 15 and its five-year forecast is -4.9%. This divergence suggests that a single-year income spike is insufficient to offset the structural signals the model identifies in that tract's price history and risk profile.
The rent-to-price yield data in the ranked table reveals further dispersion. San Marcos carries an annual rent-to-price ratio of 107.94%, an extreme reading that reflects the tract's very low current value of $12,440 rather than a conventionally high rental income stream; this figure warrants caution in interpretation. By contrast, Round Rock (Tract 1502) shows a rent-to-price ratio of 7.53% against a current value of $267,100 and a Verus-AI score of 82, a combination that appears more consistent with a functioning owner-occupant and investor market. Austin - Tract 6300 has no rent-to-price figure available in the data.
The momentum leaders table surfaces a different analytical angle. Austin - Tract 2327 shows a 74.39% income gain with a score of 48 and a forecast of 8.86%. These readings suggest that very large single-year income movements in certain tracts, likely reflecting demographic or occupancy shifts rather than sustained household income growth, do not translate into high model scores or strong price forecasts when the broader signal set is considered. Leander (momentum leaders entry) shows a more coherent pattern: a 25.83% income gain, a score of 70, and a 37.01% five-year forecast, consistent with a tract where income momentum and price fundamentals are aligned.
The leading tract's observed price series, shown in the forecast chart, illustrates the trajectory that underpins the model's top score. Austin - Tract 2423 appreciated from $147,600 in 2014 to $411,000 in 2024, a decade-long compounding that the model projects forward at a five-year CAGR of 6.5%, reaching a central forecast value of $563,106 by 2029. The 80% confidence band at the terminal year spans $482,872 to $656,672. That band width of $173,800 is not trivial relative to the current value, and readers should weight the central forecast accordingly rather than treating it as a point estimate.
The data does not support a broad crash narrative for Austin. Across all 465 scored Austin tracts, the mean five-year forecast is 33.18% and only 5 tracts, 1.1% of the scored universe, carry a negative five-year forecast. The 10th-percentile forecast across all 465 scored Austin tracts is 23.45%, meaning that even the weakest decile of the scored universe is forecast to appreciate by nearly a quarter over five years in the central scenario.
That said, the five tracts with negative forecasts are not statistical noise. Four of them share the floor forecast of -4.9% over five years, equivalent to a five-year CAGR of -1.0%. All five of the bottom-ranked tracts carry F grades, and four of the five carry High risk designations. These tracts are concentrated in specific geographies, San Marcos, Pflugerville, and Austin - Tract 6300 among them, and their weakness appears idiosyncratic to local conditions rather than indicative of a metro-wide correction.
The more plausible risk scenario, given the distributional evidence, is not a broad price decline but a bifurcation: a large majority of tracts appreciating at or near the 37.01% ceiling, while a small subset of structurally impaired tracts continues to underperform or depreciate in nominal terms. The crash FAQ below addresses this question directly with the model's aggregate figures. Readers seeking to assess downside exposure should focus on the lower-tail tracts identified in the ranked table rather than applying a uniform stress scenario to the metro.
Outlook
The forward view
The Verus-AI forecast is a model-derived estimate grounded in the 2014-2024 history window. It does not incorporate forward-looking assumptions about interest rate policy, employment shocks, or supply additions that fall outside the historical pattern. The 80% confidence bands widen substantially over the five-year horizon, as illustrated in the forecast chart for Austin - Tract 2423, where the terminal band width reaches $173,800, and outcomes outside those bands are possible, if less probable under the model's assumptions.
Coverage gaps are a second material caveat. The 189 unscored tracts represent 28.9% of the metro's 654 total tracts. These tracts are excluded not because they are unimportant but because they lack the transaction history the model requires. Any analysis that treats the 465 scored tracts as a complete picture of the Austin metro will systematically underrepresent thinly traded areas, which may carry either higher or lower risk than the scored average.
The rent-to-price figures in the ranked table should be interpreted with care. The 107.94% annual rent-to-price ratio for San Marcos reflects a current value of $12,440, a figure that almost certainly represents a non-standard property type or data anomaly rather than a conventional residential asset. Similarly, the income growth figures for the momentum leaders, particularly the 94.14% reading for West Campus and the 74.39% reading for Austin - Tract 2327, likely reflect compositional shifts in tract-level household counts rather than sustained wage growth, and the model's relatively modest scores and forecasts for those tracts (51 and 17.37% for West Campus; 48 and 8.86% for Austin - Tract 2327) suggest the model discounts those spikes accordingly.
Finally, the concentration of forecast outcomes at the 37.01% ceiling is a model artifact as much as a market signal. It indicates that a large share of Austin tracts meet the conditions the model associates with its upper forecast band, but it does not mean those tracts are interchangeable in terms of risk, liquidity, or income profile. The secondary indicators in the ranked table, score, risk grade, rent yield, and income growth, remain the appropriate tools for differentiating among tracts that share the same headline forecast.
Neighborhoods cited in this analysis
- Austin metro
Frequently asked
Questions
- Will the Austin housing market crash in 2026?
- Across all 465 scored Austin tracts, the mean five-year forecast is 33.18% and only 5 tracts, 1.1% of the scored universe, carry a negative five-year forecast. The data does not support a broad crash scenario; the weakness that exists is concentrated in a small subset of structurally impaired tracts rather than distributed across the metro.
- Which Austin tracts have the weakest five-year forecast?
- The lowest five-year forecasts in the scored universe of 465 Austin tracts are -4.9% for Austin - Tract 0306, San Marcos, Austin - Tract 6300, and Pflugerville, and -0.61% for a fifth tract with a Verus-AI score of 24. All four of the -4.9% tracts carry Verus-AI scores of 15 or below and either High or Elevated risk designations.
- What is the highest-scoring Austin tract in the Verus-AI model?
- Among all 465 scored Austin tracts, Austin - Tract 2423 carries the highest Verus-AI score of 85, an A- grade, and a Low risk designation. Its current value is $411,000 and its five-year central forecast value is $563,106, implying a five-year appreciation of 37.01% at a CAGR of 6.5%.
- How does the Austin forecast distribution compare across the scored universe?
- Across all 465 scored Austin tracts, the 50th, 75th, and 90th percentiles of the five-year forecast distribution all register at 37.01%, while the 25th percentile is 32.2% and the 10th percentile is 23.45%. The mean forecast of 33.18% sits below the median, pulled down by the five tracts with negative forecasts.
- What income growth trends are visible among the top-ranked Austin tracts?
- Among the 20 tracts shown in the ranked tables, Austin - Tract 0306 leads with a year-over-year income gain of 16.93%, followed by Austin - Tract 0509 at 12.77%, Cedar Park (Tract 0354) at 12.2%, and Austin - Tract 2500 at 10.89%. By contrast, San Marcos and Allandale each show 0.0% income growth, consistent with their F grades and High risk designations.
- How many Austin tracts does the Verus-AI model cover?
- The model scores 465 of the 654 total census tracts in the Austin metro, representing 71.1% of the total tract count. The remaining 189 tracts are unscoreable due to insufficient transaction history and are excluded from all forecast and ranking outputs.
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.