🛢 Energy & Commodities mixed · 1–3 years
A what‑if from the future

What if a China hard landing exports a powerful deflationary shock worldwide?

A China hard landing combined with overcapacity dumping exports a powerful disinflationary impulse worldwide, pressuring industrial-metal and goods prices and corporate pricing power globally.

16%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 16% · 90% range 2–30% · 40 analogues · measured class deflation 69% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 69% in 3 yr69%
Analyst prior · editorial share 20% of the class14%
Pooled · weight 87%16%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)16%
Published16%

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 1–3 years 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 mixed shock. A China hard landing combined with overcapacity dumping exports a powerful disinflationary impulse worldwide, pressuring industrial-metal and goods prices and corporate pricing power globally. The trigger decomposes into signed root‑shocks — Copper ▼ · China growth ▼ · Industrial demand ▼ · 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
1Freeport (copper) FCX 📈 chartEquity▼ -1.6%
hist -6.47–+1.33% · other way +6.45% (n=10)
2Copper XCUon Hyperliquid 📈 chartCommodity▼ -1.2%
hist -2.53–+0.22% · other way -0.11% (n=10)
3China internet KWEBon Hyperliquid 📈 chartEquity▼ -0.5%
hist -2.32–+0.5% · other way -5.21% (n=5)
4Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.58–+0.32% · other way -2.27% (n=5)
5Aussie dollar AUD 📈 chartFX▼ -0.4%
hist -0.88–+0.14% · other way -0.65% (n=9)
6Chinese yuan CNY 📈 chartFX▼ -0.3%
hist -0.32–-0.03% · other way -0.24% (n=9)
7Platinum XPTon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -0.5–+0.03% · other way -1.23% (n=10)
8Palladium XPDon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -2.11–+0.62% · other way +0.66% (n=10)
930y Treasury yield DGS30 📈 chartRate▼ -2bp
hist -10.02–+2.38% · other way +20.5% (n=11)
1010y Treasury yield DGS10 📈 chartRate▼ -2bp
hist -9.33–+2.52% · other way +18.8% (n=12)
11Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -0.35–+1.31% · other way -1.22% (n=10)
12Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.2%
hist -0.59–+0.34% · other way +1.72% (n=10)
132y Treasury yield DGS2Rate▼ -1bp
model prior · unmeasured

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: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): Freeport (copper) -1.6% · Aussie dollar -0.4% · Chinese yuan -0.3% · 30y Treasury yield -2bp · 10y Treasury yield -2bp · 2y Treasury yield -1bp

Historical precedent — what analogous events actually did

Across 40 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.

Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 ASML bookings-miss crash 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Offshore yuan hits a record low 2022-11 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 Alibaba upsizes buyback to record $25 billion 2022-03 Kaisa Group offshore default 2021-12 Evergrande debt crisis - global selloff 2021-09 Didi removed from China app stores after NYSE IPO 2021-07 Bitcoin May 2021 crash 2021-05 Copper tops $10,000 a tonne for the first time since 2011 2021-04 Gold closes above $2,000/oz for the first time 2020-08 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Apple cuts revenue guidance on China weakness 2019-01 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China stock-market circuit-breaker fiasco 2016-01 August 24, 2015 ETF flash crash 2015-08 China's PBOC reveals 57% jump in gold reserves after six-year silence 2015-07 Shanghai A-share bubble peak / crash begins 2015-06 SNB introduces negative interest rates 2014-12 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Copper crashes to ~$1.30/lb as 2008 crisis crushes China demand 2008-12 China 4 trillion yuan stimulus 2008-11 October 27, 1997 mini-crash 1997-10 Thai baht float 1997-07 Soviet August coup attempt against Gorbachev 1991-08 Tiananmen Square crackdown 1989-06 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Chernobyl disaster 1986-04 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Three Mile Island partial meltdown 1979-03
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XPT XPTSHORT-0.3% · 5d +1.0% ↺ fades67%30 0.29✓ matches cascade
XCU XCUSHORT-1.8% · 5d -1.2%63%30 0.24✓ matches cascade
FCX FCXSHORT-5.2% · 5d -2.3%62%32 0.22✓ matches cascade
KWEB KWEBSHORT-1.9% · 5d -2.2%62%26 0.22✓ matches cascade
30y yield DGS30SHORT-8bp · 5d -4bp59%40 0.19✓ matches cascade
BABA BABASHORT-1.2% · 5d -3.0%60%25 0.18✓ matches cascade
Gold XAULONG+1.1% · 5d +0.2%60%30 0.18✓ matches cascade
AUD AUDSHORT-0.6% · 5d -0.4%60%30 0.16✓ matches cascade
XPD XPDSHORT-1.8% · 5d -1.6%60%30 0.16✓ matches cascade
Bitcoin BTCSHORT-4.3% · 5d -3.8%60%25 0.16·
High-yield credit HYGSHORT-0.5% · 5d -0.0%60%30 0.16·
10y yield DGS10SHORT-8bp · 5d -5bp57%40 0.14✓ matches cascade
CNY CNYSHORT-0.1% · 5d -0.1%57%30 0.13✓ matches cascade
NDX NDXSHORT-0.7% · 5d -1.6%56%36 0.10⚠ differs

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.