🛢 Energy & Commodities mixed · 6–18 months
A what‑if from the future

What if a cold Asian winter pulls LNG cargoes east just as Europe needs to restock?

A cold Asian winter pulls LNG cargoes east just as Europe restocks, spiking TTF and JKM together and exposing Europe's structural reliance on flexible LNG.

10%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 10% · 90% range 1–18% · 33 analogues · measured class energy 89% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 89% in 18 mo89%
Analyst prior · editorial share 9% of the class8%
Pooled · weight 85%10%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)10%
Published10%

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 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. 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 cold Asian winter pulls LNG cargoes east just as Europe restocks, spiking TTF and JKM together and exposing Europe's structural reliance on flexible LNG. The trigger decomposes into signed root‑shocks — Natural gas ▲ · China growth ▲ · European energy ▲ · 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
1Natural gas NGon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -9.44–+2.19% · other way +0.18% (n=12)
2EUR/USD EURUSDon Hyperliquid 📈 chartFX▼ -0.4%
hist -1.18–+0.29% · other way +0.09% (n=12)
330y Treasury yield DGS30 📈 chartRate▲ +2bp
hist -3.49–+9.22% · other way -5.2% (n=12)
4Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.1%
hist -0.58–+0.19% · other way +3.68% (n=12)
510y Treasury yield DGS10 📈 chartRate▲ +2bp
hist -0.81–+3.64% · other way -8.6% (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: 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): 30y Treasury yield +2bp · 10y Treasury yield +2bp

Historical precedent — what analogous events actually did

Across 33 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.

1979 Iranian Revolution oil shock 1979-01 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 European gas crisis intraday record spike 2021-10 China's Sichuan Bitcoin-mining ban completes the 2021 crackdown 2021-06 Copper tops $10,000 a tonne for the first time since 2011 2021-04 Texas grid failure during Winter Storm Uri 2021-02 Norilsk Nickel Arctic diesel spill 2020-05 China's PBOC reveals 57% jump in gold reserves after six-year silence 2015-07 Copper crashes to ~$1.30/lb as 2008 crisis crushes China demand 2008-12 China 4 trillion yuan stimulus 2008-11 Crude oil all-time high 2008-07 Crude oil all-time high 2008-07 ECB's ill-timed pre-crisis rate hike 2008-07 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 Platinum hits all-time record near $2,290 on South African power crisis 2008-03 South Africa Eskom power emergency spikes platinum/PGMs 2008-01 Amaranth Advisors natural-gas blowup 2006-09 2004 oil shock as WTI tops $50 on surging China demand 2004-10 Northeast blackout cascading grid failure hits ~55 million 2003-08 1990-91 recession onset 1990-07 Argentina hyperinflation peak / Alfonsin early handover 1989-07 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Soviet invasion of Afghanistan 1979-12 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker Saturday Night Special 1979-10 Iranian Revolution oil shock 1978-12 1973-75 recession onset 1973-11 Nixon Shock 1971-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
NG NGSHORT-8.3% · 5d -5.5%68%22 0.35⚠ differs
High-yield credit HYGSHORT-0.8% · 5d -0.1%68%19 0.30·
Bitcoin BTCSHORT-2.8% · 5d -1.8%64%11 0.19·
Volatility VIXSHORT-2.1% · 5d -2.1%61%23 0.16·
US dollar DXYLONG+0.3% · 5d +0.1%54%33 0.06·
EURUSD EURUSDSHORT-0.9% · 5d +0.1% ↺ fades52%21 0.04✓ matches cascade
30y yield DGS30LONG+8bp · 5d +6bp49%31 0.00✓ matches cascade
Gold XAUSHORT-0.5% · 5d -0.6%45%22 0.00✓ matches cascade
10y yield DGS10LONG+3bp · 5d +5bp45%33 0.00✓ matches cascade

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.