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Real Estate

Every trading day we generate thousands of forward price-path and activity simulations across three core horizons

Numin delivers institutional-grade, daily-refreshed predictive modeling and forward-looking analytics for the U.S. residential and commercial real estate markets. Built on the same probabilistic engine that powers our commodity and securities forecasts, our real estate suite transforms noisy public and proprietary data into clean, actionable forward signals at national, state, and county granularity.

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Daily Forecast

Intraday to 5-day probabilistic outlook on price momentum, listing behavior, and buyer/seller imbalance shifts

Weekly Forecast

1–13 week forward curves for median price trends, inventory levels, price-reduction intensity, and new-listing cadence with full P10/P50/P90 bands

Monthly/Strategic Forecasts

3–36 month probabilistic price-path decks, cap-rate compression/expansion forecasts, and regional demand-supply regime maps

All metrics are available at county, state, and national levels and updated daily

Core Predictive Data Streams

Dynamic Price Trend Modeling

Forward median and price-per-square-foot trajectories with explicit upside/downside distributions

U.S. Real Estate Price Trends

Probabilistic 3–36 month home price and commercial property value paths that consistently outperform Zillow, Case-Shiller, and Redfin consensus

Price Reduction Activity Forecast

Expected volume and depth of price cuts over the next 1–13 weeks — a leading indicator of seller capitulation and buyer leverage shifts

Active Listings Change Prediction

Forward inventory buildup or drawdown probabilities, critical for timing development, flips, and iBuying strategies

Practical Applications

Practical Applications Across the Real Estate Ecosystem

How developers, investors, and proptech operators use our forecasts to time decisions, optimize pricing, and stay ahead of market shifts.

Developers & homebuilders use our 6–24 month county-level price-path decks to sequence land acquisition and vertical construction timing

REITs and real estate private equity deploy the monthly strategic forecasts to tilt regional and property-type allocations ahead of consensus

Proptech lenders and iBuyers overlay our price-reduction and inventory forecasts to optimize offer pricing and margin stacks

Residential investors and flippers rely on weekly active-listings and new-listing predictions to identify the exact metros and counties entering buyer’s or seller’s markets

Commercial investors use our cap-rate and occupancy forward signals to rank office, industrial, multifamily, and retail opportunities

Delivery Options

Delivery Options for Faster, Smarter Real Estate Decisions

Real estate investors, developers, and lenders using Numin’s predictive suite consistently achieve superior timing on acquisitions, dispositions, and capital deployment — often moving months ahead of public indices and broker reports.

  •  Low-latency REST/WebSocket API with geographic and metric endpoints
  • Daily pre-market PDF heatmaps highlighting the 50 fastest-moving counties and states
  • Weekly and monthly strategic reports with full scenario distributions and ranking tables
  • Python and JavaScript client libraries for direct integration into internal models or dashboards