Your home's future
at your fingertips
Traditional estimates tell you what a home is worth today. Homecastr shows you where it's going. Down to your specific property, not just a zip code. With conservative, expected, and upside scenarios so you can plan with confidence.
Look up my homeHow it works
We simulate thousands of market scenarios
Our model projects possible futures for your neighborhood, accounting for interest rates, market trends, and local demand.
You get a range, not a point
Instead of one number, we give you the conservative, most likely, and upside estimate, so you can plan with confidence.
Down to your specific property
Most tools only forecast at the zip-code level. We forecast for your individual property, because the house next door can have a very different outlook.
Nationwide Coverage
We're live across the United States, covering Texas, New York, Florida, and more with new markets added regularly.
- → Investors find the neighborhoods that outperform
- → Homeowners see where your biggest asset is headed
- → Agents advise clients with data no one else has
For Real Estate Investors & OperatorsPortfolio-grade forecasts, via API & PDF
Homecastr's foundation model generates probabilistic price bands for every residential property in the market. Access lot-level and neighborhood-level forecasts via REST API or downloadable PDF reports, with accuracy as strong as 14% annual compounding error (MdAPE).
REST API
Programmatic access to lot-level and hex-level forecasts. JSON responses, API key auth, sub-second latency.
GET /api/v1/forecast?address=123+Main+St+Houston+TX
{
"address": "123 Main St, Houston, TX 77002",
"current_value": 295000,
"forecasts": {
"p10": 268000,
"p50": 345000,
"p90": 425000
},
"horizon_years": 5
}Percentile Bands
P10/P50/P90 distributions across 1 to 5 year horizons. Calibrated from scenario ensembles, not point estimates.
Explainable Forecasts
Every forecast includes interpretable attributions: see which drivers move prices, not just the numbers.
Built for- → SFR acquisitions teams scoring buy/hold/sell across 50 to 5,000+ doors
- → Investment committees underwriting new deals with forward-looking data
- → Mortgage risk desks stress-testing collateral under rate scenarios
- → RE research analysts building market outlook reports and investment memos
Accuracy you can audit
Forecast accuracy is measured using industry-standard MdAPE (Median Absolute Percentage Error), with results as strong as 14% annual compounding error. Metrics are available by geography and forecast horizon.
All forecasts include interpretable percentile bands and regime-aware attributions. No black-box point estimates.
Get API access
Generate a free API key instantly. No sales call required.
Built by
Experience
Founder, Summit Geospatial2023 – PresentBuilding the highest quality seamless elevation data for Texas.
Senior Data Scientist, TACC2018 – 2023 · Austin, TXLed $40M disaster resiliency initiative (TDIS). Scaled climate models on world's most powerful supercomputers. Contributed to Paola Passalacqua's 2022 Bagnold Medal research.
Co-Instructor, UT Austin2018 – 2020Taught Machine Learning for Geosciences and Scientific Computation.
Education
Columbia UniversityM.S. Urban Planning (Current)Cross-registered in Engineering (Machine Learning)- UT AustinB.S. Mathematics
Research & Awards
- • Published in ACM Transactions on Interactive Intelligent Systems
- • DARPA World Modelers: Disaster resiliency in East Africa
- • Fellow, Texas Institute for Discovery Education in Science
Explore local market data
Access our complete database of probabilistic home price forecasts across the United States. Available by state, metro area, county, and neighborhood.