🏛 Central Banks & Macro risk-on · 0–6 months
A what‑if from the future

What if US inflation collapses toward outright deflation?

A CPI collapse toward deflation cements aggressive easing; the dominant chain is real yields down, lifting long-duration tech and gold while the front end rallies. Closest real analogue is the 2014-15 disinflation that drove the ECB/SNB into negative rates and crushed bond yields — Bunds and Treasuries rallied hard, gold firmed on lower real rates. Forward risk: outright deflation also signals demand destruction, so risk-on in equities can stall even as duration wins.

8%
our model probability
over 0–6 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 8% · 90% range 0–23% · 10 analogues · measured class deflation 18% in 6 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 18% in 6 mo18%
Analyst prior · editorial share 45% of the class8%
Pooled · weight 62%8%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)8%
Published8%

The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.

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 (gold) over time vs the crowd's (Polymarket, blue), 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. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.

loading the timeline…

What it would mean

If this plays out, it is a risk-on shock. US CPI collapses toward outright deflation, cementing aggressive easing. The trigger decomposes into signed root‑shocks — Inflation surprise ▼ — which propagate through our causal graph to the markets below.

If it happens — the markets it would move

Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.

MarketClassProjected move
1Tech sector XLK 📈 chartEquity▲ +0.8%
hist -0.65–+1.4% · other way -1.25% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.7%
hist -0.95–+1.5% · other way -1.27% (n=12)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.7%
hist -2.86–+2.36% · other way +12.66% (n=12)
4Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -1.31–+2.79% · other way +0.57% (n=12)
5Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.6%
hist -4.81–+3.97% · other way +4.62% (n=12)
630y Treasury yield DGS30 📈 chartRate▼ -6bp
hist -8.25–+2.03% · other way +4.8% (n=12)
7Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.6%
hist -0.76–+1.88% · other way +2.95% (n=12)
810y Treasury yield DGS10 📈 chartRate▼ -5bp
hist -8.27–+1.19% · other way +9.1% (n=12)
9Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -1.17–+1.86% · other way +6.57% (n=12)
10Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.3%
model prior · unmeasured
11Arm ARMon Hyperliquid 📈 chartEquity▲ +0.3%
hist -9.55–+10.09% · other way -12.25% (n=7)
12S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.3%
hist -0.79–+1.99% · other way -2.55% (n=12)
13Robinhood HOODon Hyperliquid 📈 chartEquity▲ +0.3%
hist -12.31–+24.67% · other way +7.04% (n=12)
14Homebuilders XHB 📈 chartEquity▲ +0.3%
hist -1.0–+2.56% · other way +3.24% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): Tech sector +0.8% · 30y Treasury yield -6bp · 10y Treasury yield -5bp · Homebuilders +0.3% · 2y Treasury yield -3bp · Turkish lira +0.2%

Why we may diverge from history

Trust the cascade long on BTC/MSTR: history leans on ancient 2001/2014-16 BOJ/SNB ZIRP windows pre-dating crypto's macro beta — stale, non-comparable sample, base rate unreliable for a deflation-easing bid.

Historical precedent — what analogous events actually did

Across 10 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.

Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Sintra tantrum 2017-06 Bank of Japan adopts negative interest rates 2016-01 European Central Bank launches its sovereign-bond QE program 2015-01 Swiss National Bank introduces negative interest rates 2014-12 SNB introduces negative interest rates 2014-12 Bank of Japan ends its first quantitative easing program 2006-03 Bank of Japan launches quantitative easing 2001-03 Bank of Japan adopts zero interest rate policy 1999-02
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
HOOD HOODLONG+24.2% · 5d +5.3%100%2 0.75✓ matches cascade
XHB XHBLONG+2.3% · 5d -0.7% ↺ fades88%8 0.50✓ matches cascade
SPX SPXLONG+1.8% · 5d +0.7%80%10 0.40✓ matches cascade
Volatility VIXSHORT-5.6% · 5d -5.4%80%10 0.37·
SMH SMHSHORT-1.9% · 5d -0.7%78%9 0.36⚠ differs
Bitcoin BTCSHORT-5.5% · 5d -1.8%71%7 0.34⚠ differs
MSTR MSTRSHORT-3.4% · 5d -5.6%70%10 0.32⚠ differs
Gold XAULONG+2.4% · 5d -1.1% ↺ fades67%9 0.30✓ matches cascade
High-yield credit HYGLONG+0.2% · 5d -0.0% ↺ fades71%7 0.27✓ matches cascade
EURUSD EURUSDSHORT-1.2% · 5d -0.7%62%8 0.23⚠ differs
TRY TRYLONG+1.3% · 5d +1.8%62%8 0.18✓ matches cascade
US dollar DXYLONG+0.8% · 5d +0.1%60%10 0.17⚠ differs
30y yield DGS30LONG+6bp · 5d +2bp60%10 0.16⚠ differs
XLK XLKSHORT-1.2% · 5d -0.9%60%10 0.14⚠ differs

Why this probability

Outright deflation scare rare in 6mo; disinflation yes, but not collapse-to-deflation. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.