VERUS·AI RESEARCH Tract-level housing forecasts

Verus-AI Research

Cedar Park Real Estate (Austin, 2026)

Cedar Park investment profile: 22 scored Austin tracts ranked by Verus-AI score, median value $495,300, with climate and Opportunity Zone overlays.

Pop-weighted median value $495,300
Median Verus-AI score 62/100
Scored tracts 22
Mean 5-Yr forecast +33.5%

Where the model sees value

Cedar Park is a suburb-city within the Austin metro, comprising 22 census tracts and a total population of 95,056. The population-weighted median home value sits at $495,300, and the Verus-AI model assigns a mean score of 60.59 across all 22 scored tracts, with a median score of 62.5. Those two figures are close enough to suggest a roughly symmetric distribution in the middle of the range, though the presence of a single F-grade tract at the low end and a score ceiling of 78 at the high end introduces modest negative skew.

The mean 5-year forecast of 33.51% across Cedar Park tracts reflects a market the model characterizes as moderately constructive, though that average is pulled downward by a small number of outlier tracts whose forecasts diverge sharply from the modal value. In practical terms, the upper half of the distribution is compressed at a single value, and the dispersion that does exist is concentrated entirely in the lower tail.

Within the 22 tracts, individual current home values range from $295,698 for tract 48491020325 to $824,938 for tract 48491020347, a spread of roughly $529,000 that reflects meaningful within-city heterogeneity. That range is wider than a single median figure would imply, and it matters for yield analysis: tracts at the upper end of the value spectrum tend to carry rent-to-price ratios well below those at the lower end, a structural feature discussed further in the scoring section below. Cedar Park carries no Opportunity Zone designations across any of its 22 tracts, which removes one layer of tax-incentive complexity from the analysis.

Verus-AI score distribution across Cedar Park's scored tracts
Verus-AI score distribution across Cedar Park's scored tracts0258102953.578Verus-AI score (0-100)
Verus-AI score distribution across Cedar Park's scored tracts: across the 22 scored Cedar Park tracts.

Cedar Park tracts ranked by Verus-AI score

Cedar Park tracts ranked by Verus-AI score
Rank Tract Verus-AI Score Grade 5-Yr Forecast Current Value Gross Rent Yield
1 48491020354 78 B +37.0% $449,800 5.6%
2 48491020351 75 B +37.0% $361,784 7.4%
3 48491020310 73 B- +37.0% $699,400 3.4%
4 48453035700 71 B- +37.0% $740,300 2.9%
5 48491020352 70 B- +37.0% $385,270 6.6%
6 48491020323 68 C+ +37.0% $395,500 5.2%
7 48491020325 67 C+ +37.0% $295,698 8.8%
8 48491020326 65 C+ +31.7% $495,300 7.1%
9 48491020327 64 C +37.0% $464,900 3.8%
10 48491020508 64 C +37.0% $527,711 4.0%
11 48491020335 63 C +37.0% $525,308 3.1%
12 48491020336 62 C +37.0% $406,898 4.7%
13 48491020311 60 C +37.0% $630,938 3.6%
14 48491020350 60 C +37.0% $487,700 5.0%
15 48453035500 57 C- +27.1% $628,400 5.2%
16 48491020355 57 C- +37.0% $545,500 3.7%
17 48491020347 54 D+ +37.0% $824,938 2.8%
18 48491020348 53 D+ +37.0% $627,224 3.6%
19 48491020353 51 D+ +25.8% $315,360 7.8%
20 48491020349 46 D +29.7% $404,277 4.5%
21 48491020356 46 D +20.7% $341,794 5.8%
22 48491020346 29 F +10.2% $480,700 4.7%
Statistically comparable neighborhoods
Neighborhood Metro Similarity Verus-AI Score Current Value
Hutto Austin 98.9% 83 $505,700
Buda Austin 97.8% 78 $502,009
Pflugerville Austin 97.7% 72 $404,172
Leander Austin 97.5% 77 $393,400
Cedar Park summary
Metric Value
Scored tracts 22
Population (scored + unscored) 95,056
Population-weighted median value $495,300
Mean Verus-AI score 60.6 / 100
Median Verus-AI score 62.5 / 100
Forecast spread (p10 to p90) +25.9% to +37.0%
Designated Opportunity-Zone tracts 0 of 22
Most common FEMA climate rating Very Low

What is driving the spread

The grade distribution across Cedar Park's 22 tracts is weighted toward the middle of the scale. Two tracts earn a B, three earn a B-, three earn a C+, six earn a C, two earn a C-, three earn a D+, two earn a D, and one earns an F. No tract reaches an A or A- grade. The score distribution runs from a minimum of 29 to a maximum of 78 on the 100-point Verus-AI scale, with the 10th percentile at 46.5 and the 90th percentile at 72.8. That 26.3-point spread between the 10th and 90th percentiles indicates meaningful dispersion even before accounting for the single outlier at 29.

The leading tract, 48491020354, scores 78 and carries a B grade with a Moderate risk designation. Its current value of $449,800 is well below the city's highest-valued tracts, and its rent-to-price ratio of 5.64% is among the more favorable readings in the ranked table. Its income year-over-year figure of 12.2% is the strongest income growth reading among the 22 tracts shown in the ranked table, and its 5-year forecast of 37.01% implies a model-projected value of $616,265 by 2029. The forecast chart for this leading tract illustrates how the 80% confidence band widens materially over the forecast horizon: the terminal lower band sits at $475,004 and the terminal upper band at $799,536, a width of $324,532 by 2029. Readers should treat the point forecast as a central tendency, not a precise outcome.

A structural pattern visible in the ranked table below is the inverse relationship between current home value and rent-to-price yield. Tract 48491020347, with the highest current value among all 22 ranked tracts at $824,938, carries a rent-to-price ratio of only 2.75%. By contrast, tract 48491020325, with a current value of $295,698, carries a ratio of 8.84%, the widest yield reading in the ranked table. This pattern is consistent with price appreciation having outpaced rental income growth in the upper value tier, and it suggests that yield-oriented analysis and appreciation-oriented analysis may point toward different tracts within the same city.

Risk designations add a further dimension. Of the 22 scored tracts, 14 carry Low or Moderate risk designations, while 6 carry Elevated and 2 carry High. The two High-risk tracts are 48491020335 and 48491020347; notably, 48491020347 is also the highest-valued tract in the set, pairing a premium price point with an elevated risk profile. Nine tracts carry a Moderate risk designation, including the top-ranked tract 48491020354.

The single F-grade tract, 48491020346, scores 29 on the Verus-AI scale, 33.5 points below the market median of 62.5 among the 22 tracts shown in the ranked table, and carries a 5-year forecast of only 10.18%, implying a model-projected value of $529,626 against a current value of $480,700. Its income year-over-year figure is 0.0%, and its risk designation is Moderate, which is an unusual combination: the model's risk grade does not fully capture the score weakness, suggesting the drag comes from other structural inputs. Among the five lowest-ranked tracts, four, 48491020356, 48491020349, 48491020353, and 48491020348, show negative income year-over-year figures. The sharpest income decline among all 22 scored Cedar Park tracts belongs to tract 48491020348, at -19.71%, and that same tract also carries a 5-year forecast of 37.01%, a divergence that illustrates how the model weights multiple inputs rather than treating income momentum as determinative on its own.

The four are Hutto (similarity 98.9%, Verus-AI score 83, current value $505,700), Buda (similarity 97.8%, score 78, current value $502,009), Leander (similarity 97.5%, score 77, current value $393,400), and Pflugerville (similarity 97.7%, score 72, current value $404,172). All four similarity readings exceed 97%, indicating that the model regards these as structurally close peers rather than loose proxies.

The comparison suggests that Cedar Park's within-city dispersion, particularly the drag from its lower-scoring tracts, is suppressing its aggregate standing relative to peers that may have tighter score distributions. Readers interested in a tract-level comparison to any of the four comparables can consult the linked profiles in the comparables table.

Current value comparisons are also instructive. Cedar Park's population-weighted median value of $495,300 is broadly in line with Hutto ($505,700) and Buda ($502,009) but meaningfully above Leander ($393,400) and Pflugerville ($404,172). Whether that premium persists or compresses over the 2025-2029 forecast window is a question the tract-level forecasts in the ranked table below can help frame.

All 22 Cedar Park tracts carry a climate rating, and the distribution skews favorably: 12 tracts are rated Very Low and 10 are rated Relatively Low. No tract in the scored set carries a Moderate, High, or Very High climate rating. The absence of any tract in an elevated climate risk category is a distinguishing feature relative to many other Austin-area geographies, though readers should note that climate ratings are model-derived estimates based on the history window of 2014-2024 and should not be interpreted as forward guarantees.

Cedar Park has zero Opportunity Zone-designated tracts across all 22 in the scored set. The absence of OZ designations means that the tax-incentive overlay that can complicate valuation and holding-period analysis in some suburban markets is not a factor here. For institutional investors whose mandates include or exclude OZ exposure, Cedar Park presents a clean profile on this dimension. The combination of favorable climate ratings and no OZ designations simplifies the overlay analysis, though it also removes a potential source of tax-advantaged return that some comparable markets may offer.

Exhibit 1
Five-year forecast for the top-scoring tracts020354+37.0%020351+37.0%020310+37.0%035700+37.0%020352+37.0%020323+37.0%020325+37.0%020326+31.7%020327+37.0%020508+37.0%
Exhibit 2
Observed and forecast median value, leading tract 48491020354$114K$298K$482K$666K$850K201420242029ObservedForecast

The forward view

The Verus-AI score is computed on a 0-to-100 scale and summarizes a tract's investment profile across multiple model inputs, including home value trends, income dynamics, rent-to-price yield, and risk overlays. Scores are calibrated against a history window of 2014-2024 and the forecast window covers 2025-2029, a 5-year horizon. All forecasts are model-derived estimates; they are not appraisals, broker opinions, or guaranteed outcomes.

Confidence bands on the forecast chart are 80% intervals, meaning the model assigns an 80% probability that the realized value will fall within the displayed range. For the leading tract, 48491020354, the terminal 80% band spans $475,004 to $799,536 by 2029, a width of $324,532. That width grows from $111,804 in the first forecast year to $324,532 in the fifth, reflecting the compounding uncertainty inherent in any multi-year price forecast. Narrower bands in early years should not be read as precision; they reflect only the shorter compounding horizon.

A single-year income swing, such as the -19.71% reading for tract 48491020348 or the -16.29% reading for tract 48491020356, may reflect survey sampling variability in the American Community Survey rather than a structural deterioration in household finances.

The ranked table and forecast chart render alongside this prose and contain the full tract-level detail. Readers are encouraged to consult those tables directly rather than relying solely on the summary statistics in this text. Scores, forecasts, and risk designations are point-in-time outputs of the Verus-AI model and will be updated as new data becomes available. No overlay analysis in this publication constitutes a recommendation to buy, sell, or hold any specific asset.

Exhibit 3
Statistically comparable neighborhoods (similarity %)Hutto+98.9%Buda+97.8%Pflugerville+97.7%Leander+97.5%
Exhibit 4
Five-year forecast dispersion across Cedar Park's scored tracts05101520+10.2%+23.6%+37.0%Five-year forecast appreciation

Questions

What is the top-scoring tract in Cedar Park and what does it score?
Tract 48491020354 leads among the 22 tracts shown in the ranked table with a Verus-AI score of 78 and a B grade. Its current value is $449,800 and its 5-year model forecast implies a projected value of $616,265 by 2029.
What is the average Verus-AI score for Cedar Park and how does it compare to nearby cities?
Cedar Park's mean Verus-AI score is 60.59 across its 22 scored tracts. Among the four model-identified comparables in the Austin metro, all four score higher: Hutto at 83, Buda at 78, Leander at 77, and Pflugerville at 72.
Which Cedar Park tract has the highest rent-to-price yield?
Among the 22 tracts shown in the ranked table, tract 48491020325 carries the widest rent-to-price ratio at 8.84% annually, against a current value of $295,698. That tract scores 67 on the Verus-AI scale and carries a C+ grade.
What is the 5-year home price forecast for Cedar Park?
The mean 5-year forecast across Cedar Park's 22 tracts is 33.51%. The modal forecast value is 37.01%, which applies to the majority of tracts, while the lowest individual tract forecast is 10.18% for tract 48491020346. All forecasts are model-derived estimates with 80% confidence intervals.
Does Cedar Park have any Opportunity Zone tracts?
No. Cedar Park has zero Opportunity Zone-designated tracts across all 22 in the scored set. This removes the tax-incentive overlay that can complicate valuation analysis in some comparable suburban markets.
What are the climate risk ratings for Cedar Park tracts?
All 22 Cedar Park tracts carry a climate rating: 12 are rated Very Low and 10 are rated Relatively Low. No tract in the scored set carries a rating above Relatively Low, and the modal rating across the city is Very Low.

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. Five-year forecast appreciation is capped by the model at +37.01%, displayed as +37.0%; a tract at that ceiling carries the model's maximum, and its true expectation may be higher.