Markets & Finance risk-off · 0–6 months
A what‑if from the future

What if a US 30-year Treasury auction fails?

A 30y auction with collapsing bid-to-cover and heavy dealer takedown spikes long yields ~40bp and shakes global duration; the clean trade is bear-steepening with gold bid and equities pressured by a higher cost of capital. Rhymes with the soft auctions and 2023 long-end tantrum, plus the 2022 gilt-LDI spiral as the cautionary tail. Foreign reserve managers and dealers are the marginal bidders; a buyer's strike lifts term premium globally. Forward angle: supply-driven, fiscally-rooted — fade rallies in long duration until the term-premium repricing is digested.

12%
our model probability
over 0–6 months
prediction markets — the market's odds
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Anchored to measured history 12% · 90% range 0–31% · 38 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 0–6 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…

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What it would mean

If this plays out, it is a risk-off shock. A US 30-year Treasury auction sees a record bid-to-cover collapse and dealer takedown, spiking long yields 40bps and shaking global duration. The trigger decomposes into signed root‑shocks — Dollar/reserve confidence ▼ · Fed policy path ▲ · Financial conditions ▲ — 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.