Deep forecast evidence file
Which DFW exurb has the strongest price growth by 2028?
Forecasting methodology reviewed by Oxford AI
This page documents exactly how we produced our exurb forecast: the question we asked, the research process behind it, the town-by-town evidence, and every source used. Published July 12, 2026.
The forecast
Probability that each town posts the strongest home-value growth (Zillow Home Value Index) from mid-2026 to mid-2028.
The distribution is deliberately flat. Home-value indexes in small towns are volatile, so an honest forecast expresses a tilt toward Anna and Ferris rather than false certainty about a single winner.
The same forecast on the map: marker size is the probability of posting the strongest home-value growth by mid-2028, with the favorite in dark gold.
The exact question we asked
Question
Which DFW-area exurb town will post the strongest home price appreciation from mid-2026 to mid-2028: Pilot Point, Aubrey, Gunter, Van Alstyne, Anna, or Ferris?
Resolution criteria
The winner is the town with the highest percent change in the Zillow Home Value Index (all homes, smoothed, seasonally adjusted, city level) from June 2026 to June 2028. If ZHVI is unavailable for a town, Redfin city-level median sale price (3-month rolling) is the fallback.
A precise resolution rule matters. We deliberately chose price appreciation, which reflects what buyers and investors actually experience, rather than building-permit growth, which structurally favors tiny towns growing off a near-zero base.
How the forecast was made
This forecast was produced with FutureSearch, a research-grade forecasting engine, run at its highest research effort level. It is not an opinion poll and not a single analyst's guess. The process works in four steps:
- Framing. We supplied the exact question, the six candidate towns, the resolution rule above, and neutral market context for mid-2026 DFW conditions.
- Evidence gathering. The engine researched each town independently: current home-value levels and trends, announced developments and lot deliveries, infrastructure timelines, employer catalysts, and local market reports.
- Probability assignment. Evidence for and against each town was weighed into a probability distribution, including cross-checks against related forecasts for consistency.
- Documentation. Every claim in the rationale carries a citation, reproduced in full below.
Key market context supplied to the engine: DFW was buyer-leaning in mid-2026, with builders cutting starts 9 to 12% and heavy new-construction supply weighing on exurb resale prices. Celina, the template boom town this forecast is named after, grew on the back of the Dallas North Tollway extension; the candidate towns sit along the tollway extension (Pilot Point, Aubrey, Gunter), US-75 (Anna, Van Alstyne), and the I-45 southern corridor (Ferris).
Town-by-town evidence
AnnaDeep price reset plus the clearest demand catalysts21%
Anna combines a mid-2026 price correction (home values down roughly 7.5% year over year, to about $348K) with the strongest visible demand story of the six: it was recently ranked the fifth-fastest-growing city in the United States with a 17% population surge, sits on three highway corridors (US-75, SH-121, SH-5), and has commercial infrastructure landing in-window, including a Kroger Marketplace slated for 2027. New supply from the ~3,000-home Sherley Farms development is the main counterweight, but a corrected baseline plus visible demand gives Anna the strongest upside case.
FerrisThe structural affordability play on the I-45 corridor19%
Ferris has the lowest baseline home value of the six candidates (about $294K), which means small absolute dollar gains translate into large percentage moves. It has also been the most stable market of the group (down just 0.9% year over year), and its position on the southern I-45 corridor keeps it away from the acute new-construction glut concentrated along the northern tollway corridor. Commercial momentum such as the South Creek Ranch development adds a potential in-window catalyst.
Van AlstyneReal job-driven demand, capped by massive incoming supply18%
Van Alstyne benefits from genuine structural demand, primarily job growth from the nearby Texas Instruments Sherman fab. The reason it is not the favorite: upside is heavily capped by the volume of housing on the way, led by the 9,000-home Mantua master-planned community and a separate 2,200-home Centurion American project. Heavy new supply tends to hold down measured typical home values even when demand is strong.
Pilot PointTollway upside, but its own supply pipeline cuts both ways15%
Pilot Point should benefit from the Dallas North Tollway extension, planned to reach FM 428 in Celina by late 2027. But its own development pipeline, including the 2,000-plus-home Lantern project, creates meaningful supply risk inside the forecast window. Market reports also suggest sellers in the area are asking significantly above what buyers will pay, implying further downward pressure on realized prices before growth resumes.
GunterBig volume story, weak price-appreciation story14%
Gunter has the most dramatic construction pipeline relative to its size (roughly 1,000 first-phase lots at Platinum Ranch delivering from Q2 2027), but that works against measured price appreciation. Its high baseline home value (about $666K) reflects legacy rural and custom-acreage stock, and a wave of cheaper production homes shifts the mix downward, dragging the typical home value even as activity booms. The Grayson County tollway extension toward Gunter also remains in the study phase, so it is not an in-window catalyst.
AubreyA correction market still digesting inventory13%
Aubrey is in a steep correction (down roughly 7.6% year over year) and behaves like an oversupplied, more built-out market. Aggressive builder incentives, such as special pricing and rate buydowns at Sandbrock Ranch, plus a wide gap between seller asks and buyer offers, point to a prolonged period of inventory digestion before prices can lead the pack again.
What could change this forecast
Key uncertainties
- Home-value indexes in small cities are noisy; modeling noise alone could scramble these rankings.
- A sharp drop in mortgage rates would mechanically boost the most price-corrected markets, such as Aubrey and Pilot Point.
- Faster-than-planned tollway timelines or new commercial announcements (for example, Ferris's South Creek Ranch) could alter individual trajectories.
- Construction schedule slippage on the large master-planned communities would shift both supply pressure and demand signals across the northern towns.
This page is for informational purposes only and is not investment, financial, or real estate advice. Probabilities are estimates as of July 12, 2026 and are not guarantees of any outcome.
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