VERUS·AI RESEARCH Tract-level housing forecasts

Verus-AI Research

Spring Branch Real Estate (Houston, 2026)

Spring Branch (Houston) at the tract level: 38 scored Census tracts ranked by the Verus-AI score, with comparable neighborhoods.

Pop-weighted median value $361,857
Median Verus-AI score 54/100
Scored tracts 38
Mean 5-Yr forecast +29.9%

Where the model sees value

Spring Branch is a Houston urban neighborhood comprising 38 census tracts and a total population of 145,525. The population-weighted median home value across those tracts stands at $361,857, a figure that masks considerable internal dispersion: current values in the ranked table below range from $173,900 for tract 48201520604 to $1,634,047 for tract 48201430300, a spread that reflects the neighborhood's layered character rather than a single coherent market tier.

The mean Verus-AI score across all 38 scored tracts is 53.82, with a median of 54. Neither figure is particularly elevated on the 100-point scale, suggesting the neighborhood sits in the middle of the scoring distribution rather than at either extreme. The mean five-year forecast across the neighborhood is 29.9%, though the distribution is skewed: the 90th-percentile forecast among Spring Branch tracts reaches 37.01%, while the 10th percentile sits at 20.37%, indicating that a meaningful share of tracts trails the neighborhood average by a substantial margin.

Income dynamics across the neighborhood are notably uneven. The sharpest year-over-year income decline among all 38 scored Spring Branch tracts belongs to tract 48201520400, at -36.12%. That figure is not an isolated outlier: the five steepest declines in the scored universe all exceed -23%, and four of the five lowest-scoring tracts recorded negative income growth in the most recent annual comparison. Against that backdrop, the handful of tracts posting positive income growth, tract 48201521600 at 14.17% and tract 48201521800 at 7.29%, stand out as meaningful divergences from the neighborhood trend.

None of the 38 tracts carries an Opportunity Zone designation, which removes one category of tax-advantaged capital that has supported repositioning activity in comparable urban neighborhoods elsewhere.

Verus-AI score distribution across Spring Branch's scored tracts
Verus-AI score distribution across Spring Branch's scored tracts0258102650.575Verus-AI score (0-100)
Verus-AI score distribution across Spring Branch's scored tracts: across the 38 scored Spring Branch tracts.

Spring Branch tracts ranked by Verus-AI score

Spring Branch tracts ranked by Verus-AI score
Rank Tract Verus-AI Score Grade 5-Yr Forecast Current Value Gross Rent Yield
1 48201521800 75 B +36.6% $234,100 8.5%
2 48201521300 67 C+ +37.0% $333,800 4.9%
3 48201540101 67 C+ +30.4% $549,000 7.7%
4 48201522301 66 C+ +37.0% $541,500 2.8%
5 48201540200 66 C+ +37.0% $226,200 7.4%
6 48201521900 65 C+ +35.7% $388,600 5.1%
7 48201521600 64 C +37.0% $264,000 6.2%
8 48201521502 63 C +36.4% $313,600 6.5%
9 48201522001 63 C +37.0% $353,400 4.0%
10 48201522101 62 C +35.6% $449,800 3.6%
11 48201522201 62 C +32.1% $308,700 5.1%
12 48201522500 62 C +27.0% $1,129,500 3.1%
13 48201522401 61 C +34.1% $420,800 4.1%
14 48201522302 58 C- +28.6% $440,400 4.0%
15 48201520400 57 C- +37.0% $309,024 4.2%
16 48201520601 57 C- +30.7% $252,400 4.6%
17 48201522002 57 C- +30.3% $310,100 6.7%
18 48201521402 56 C- +37.0% $185,200 7.9%
19 48201520603 55 C- +37.0% $318,200 4.5%
20 48201521100 53 D+ +34.5% $463,200 2.9%
21 48201521401 53 D+ +35.8% $179,503 7.3%
22 48201520302 51 D+ +23.1% $470,200 3.0%
23 48201521202 51 D+ +37.0% $403,000 4.4%
24 48201522102 51 D+ +26.2% $390,800 4.8%
25 48201521701 50 D+ +36.7% $246,479 5.8%
26 48201520604 49 D +23.4% $173,900 10.1%
27 48201521201 49 D +37.0% $366,500 3.6%
28 48201520301 48 D +22.3% $464,100 3.2%
29 48201520502 48 D +37.0% $200,300 7.9%
30 48201522402 48 D +24.3% $361,857 4.6%
31 48201532301 48 D +23.4% $265,600 6.8%
32 48201520200 47 D +20.5% $722,000 2.2%
33 48201522202 46 D +25.2% $395,800 3.8%
34 48201521000 44 D- +23.2% $610,400 2.4%
35 48201521501 44 D- +20.1% $244,100 6.7%
36 48201520700 29 F +9.1% $613,000 3.0%
37 48201521702 27 F +19.4% $189,200 7.8%
38 48201430300 26 F +4.3% $1,634,047 n/a
Statistically comparable neighborhoods
Neighborhood Metro Similarity Verus-AI Score Current Value
Alief Houston 97.8% 71 $233,100
Alamo Ranch San Antonio 96.3% 69 $189,300
Mandarin Jacksonville 95.9% 79 $261,600
Missouri City Houston 95.2% 67 $219,317
Spring Branch summary
Metric Value
Scored tracts 38
Population (scored + unscored) 145,525
Population-weighted median value $361,857
Mean Verus-AI score 53.8 / 100
Median Verus-AI score 54.0 / 100
Forecast spread (p10 to p90) +20.4% to +37.0%
Designated Opportunity-Zone tracts 0 of 38
Most common FEMA climate rating Relatively Moderate

What is driving the spread

The grade distribution across all 38 scored Spring Branch tracts is wide, spanning a single B at the top through three F grades at the bottom.

Tract 48201521800 holds the highest Verus-AI score among the 38 tracts shown in the ranked table, at 75, and is the only tract to earn a B grade. Its current value of $234,100 is relatively modest within the neighborhood, yet its income year-over-year growth of 7.29% and a rent-to-price ratio of 8.54% combine to produce a profile that the model reads as more balanced than higher-priced tracts with weaker income trajectories. The forecast chart for this leading tract shows a five-year appreciation estimate of 36.65%, with an 80% confidence band widening from roughly $43,000 at the 2025 horizon to $123,980 at the 2029 terminal year, a band width that reflects genuine uncertainty over a five-year horizon and should not be read as a guarantee.

Eleven tracts share a forecast of exactly 37.01% at the five-year horizon, appearing across a range of score tiers from 67 down to 48. That clustering at the model's upper forecast bound is worth noting: it does not imply equivalent investment quality, since those tracts differ substantially on income trends, risk grades, and current value levels. The score, not the forecast alone, is the composite signal.

The score distribution among the 38 ranked tracts shows a 10th percentile of 44 and a 90th percentile of 66, with the median at 54. Investors comparing tracts within Spring Branch are working with a meaningful spread of model-derived quality signals.

The five lowest-scoring tracts among the 38 tracts shown in the ranked table include three with F grades, 48201430300 (score 26), 48201521702 (score 27), and 48201520700 (score 29), and two with D- grades: 48201521501 and 48201521000, each scoring 44. Tract 48201430300 is a structural outlier within this group: it carries a median household income of $250,001 and a current value of $1,634,047, yet its five-year forecast of 4.32% and a CAGR of 0.85% place it at the lowest forecast growth position among the 38 tracts shown in the ranked table. High current wealth and high current value do not, in the model's reading, translate to forward appreciation at this location. Tract 48201521702, by contrast, combines a low current value of $189,200 with a year-over-year income decline of -24.79% and a High risk grade, a combination that drives its F score through a different mechanism entirely.

Risk grade distribution across all 38 scored tracts shows 19 carrying a Moderate designation, 6 Low, 7 High, and 6 Elevated. Twenty-five of the 38 tracts carry either a Low or Moderate risk grade, though that majority share does not extend uniformly to the higher-scoring tracts: tract 48201521600, which scores 64, carries a High risk grade despite a 14.17% income year-over-year gain, illustrating that income momentum and risk designation can diverge.

The Verus-AI comparables engine identifies four neighborhoods with structural similarity to Spring Branch, drawn from the Houston metro and two other Sun Belt markets. Similarity scores range from 95.2% to 97.8%, indicating that all four are close matches on the underlying feature set rather than loose proxies.

Alamo Ranch (San Antonio) scores 69 with a current value of $189,300, while Missouri City (Houston) scores 67 at $219,317. Both sit above Spring Branch's neighborhood-level mean score of 53.82 on a tract-weighted basis, though their single-tract scores are drawn from representative tracts rather than neighborhood aggregates, so direct comparison requires care.

Its score of 79 sits above the maximum of 75 recorded among the 38 tracts shown in the ranked table for Spring Branch, suggesting that structurally similar neighborhoods in other metros have achieved higher composite scores, a data point that frames the ceiling question for Spring Branch rather than answering it.

All 38 Spring Branch tracts carry a climate rating in the Verus-AI dataset. The modal rating is Relatively Moderate, applying to 19 of the 38 tracts. Ten tracts are rated Relatively Low, and 9 are rated Relatively High. The distribution is roughly symmetric around the modal category, with neither the low nor the high tail dominating.

The 9 tracts rated Relatively High on climate risk represent nearly a quarter of the neighborhood's tract count. The data does not specify which climate perils drive those ratings, and Verus-AI Research does not extend the labels to insurance or lending implications beyond what the data itself provides. Investors and analysts who weight climate exposure in their underwriting should consult the tract-level climate detail rendered in the table alongside this section.

As noted above, none of the 38 tracts carries an Opportunity Zone designation. The absence of OZ status is a neutral structural fact, it neither penalizes nor elevates the neighborhood's scores, but it does mean that the deferred-gain and step-up tax incentives associated with OZ-qualified investments are not available here. For capital that is specifically seeking OZ treatment, Spring Branch does not qualify under the current data.

Exhibit 1
Five-year forecast for the top-scoring tracts521800+36.6%521300+37.0%540101+30.4%522301+37.0%540200+37.0%521900+35.7%521600+37.0%521502+36.4%522001+37.0%522101+35.6%
Exhibit 2
Observed and forecast median value, leading tract 48201521800$86K$167K$248K$329K$410K201420242029ObservedForecast

The forward view

Verus-AI scores are composite, model-derived estimates built from a history window spanning 2014 to 2024 and a forecast window covering 2025 to 2029. The score scale runs from 0 to 100; Spring Branch's distribution across the 38 scored tracts ranges from a minimum of 26 to a maximum of 75, with a mean of 53.82. Scores incorporate value trends, income dynamics, rent-to-price relationships, and risk overlays, among other inputs; the ranked table below reflects the full composite rather than any single factor.

Forecast confidence bands shown in the charts are 80% intervals. The bands are not guarantees, and they do not represent the full range of possible outcomes, tail outcomes outside the band carry a combined 20% probability by construction. For the leading tract, 48201521800, the terminal 2029 band runs from $263,856 to $387,836, a width of $123,980, which widens materially from the $42,977 width at the 2025 horizon. That widening is expected behavior for a five-year forecast and should inform how much weight any single point estimate deserves.

Several tracts show income changes that appear large in magnitude, the sharpest decline among all 38 scored Spring Branch tracts is -36.12% for tract 48201520400, and single-year income figures for small census geographies can be volatile. The model incorporates multi-year history to reduce sensitivity to any single observation, but readers should treat the year-over-year figure as a directional signal rather than a precise measurement.

Rent-to-price ratios are annualized and expressed as a percentage of current value. One tract, 48201430300, has no rent-to-price figure available in the dataset; that absence is noted in the table. Comparables are selected by algorithmic similarity and are drawn from the scored universe; they are not endorsements of those neighborhoods or recommendations to substitute one market for another. All figures are model-derived estimates for informational purposes.

Exhibit 3
Statistically comparable neighborhoods (similarity %)Alief+97.8%Alamo Ranch+96.3%Mandarin+95.9%Missouri City+95.2%
Exhibit 4
Five-year forecast dispersion across Spring Branch's scored tracts05101520+4.3%+20.7%+37.0%Five-year forecast appreciation

Questions

What is the average Verus-AI score for Spring Branch tracts?
The mean Verus-AI score across all 38 scored Spring Branch tracts is 53.82, with a median of 54. The score distribution runs from a minimum of 26 to a maximum of 75 among the 38 tracts shown in the ranked table.
Which Spring Branch tract has the highest Verus-AI score, and what drives it?
Tract 48201521800 holds the highest Verus-AI score among the 38 tracts shown in the ranked table, at 75, earning a B grade. Key inputs include a rent-to-price ratio of 8.54%, a year-over-year income gain of 7.29%, and a five-year forecast of 36.65%, all at a current value of $234,100.
What is the five-year home value forecast for Spring Branch?
The mean five-year forecast across all 38 Spring Branch tracts is 29.9%. The 10th-percentile forecast among those tracts is 20.37% and the 90th percentile is 37.01%, indicating meaningful dispersion around the neighborhood average.
Are any Spring Branch tracts in an Opportunity Zone?
None of the 38 Spring Branch tracts carries an Opportunity Zone designation in the current dataset. The absence of OZ status means that deferred-gain and step-up tax incentives associated with qualified OZ investments are not available in this neighborhood.
What is the lowest-scoring tract in Spring Branch, and why does it score so low?
Tract 48201430300 holds the lowest Verus-AI score among the 38 tracts shown in the ranked table, at 26, earning an F grade. Despite a current value of $1,634,047 and a median household income of $250,001, its five-year forecast of only 4.32% and a CAGR of 0.85% drive the score to the bottom of the ranked set on growth expectations.
How does Spring Branch compare to similar neighborhoods in other markets?
The four closest comparables identified by the Verus-AI model are Alief (Houston, 97.8% similarity, score 71), Alamo Ranch (San Antonio, 96.3% similarity, score 69), Mandarin (Jacksonville, 95.9% similarity, score 79), and Missouri City (Houston, 95.2% similarity, score 67). Mandarin's score of 79 sits above the maximum of 75 recorded among the 38 Spring Branch tracts, suggesting that structurally similar neighborhoods in other metros have achieved higher composite scores.

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.