Society & Frontier risk-off · 6–18 months
A what‑if from the future

What if US housing affordability sinks to its worst level since the early 1980s?

US housing affordability sinks to its worst since the early 1980s as prices and 7%+ rates outpace incomes, choking demand.

9%
our model probability
over 6–18 months
prediction markets — the market's odds
loading live odds…
Anchored to measured history 9% · 90% range 0–19% · 26 dated precedents behind it — a wider range means thinner evidence

Every number ships with its receipt — the odds, the range, the precedents, and a public grade at Reality Check. The statistical machinery that produces it is proprietary.

The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (electric blue) over time vs the market's (Polymarket, amber), from the past toward the 6–18 months horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. Loading the probability audit trail…

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. US housing affordability sinks to its worst since the early 1980s as prices and 7%+ rates outpace incomes, choking demand. The trigger decomposes into signed root‑shocks — Consumer spending ▼ · Credit spreads ▲ · Mortgage rates ▲ · Recession signal ▲ · Risk appetite ▼ — which propagate through our causal graph to the markets below.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Market odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-08-13.