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

What if a cold winter triggers an LNG bidding war between Europe and Asia that spikes TTF?

A cold northern-hemisphere winter pits Europe against Asia in an LNG bidding war, spiking TTF gas as cargoes are diverted and refill targets become costly to meet.

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 northern-hemisphere winter pits Europe against Asia in an LNG bidding war, spiking TTF gas as cargoes are diverted and refill targets become costly to meet. 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▲ +0.7%
hist -9.4–+2.21% · other way +0.18% (n=12)
2EUR/USD EURUSDon Hyperliquid 📈 chartFX▼ -0.5%
hist -1.23–+0.26% · other way +0.09% (n=12)
3Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -0.23–+0.73% · other way -1.53% (n=12)
4Freeport (copper) FCX 📈 chartEquity▲ +0.2%
hist -2.78–+1.31% · other way +7.83% (n=12)
5China internet KWEBon Hyperliquid 📈 chartEquity▲ +0.2%
hist -0.16–+0.47% · other way +2.71% (n=10)
630y Treasury yield DGS30 📈 chartRate▲ +2bp
hist -3.27–+9.59% · other way -5.2% (n=12)
710y Treasury yield DGS10 📈 chartRate▲ +2bp
hist -0.58–+4.02% · other way -8.6% (n=12)
8Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.2%
hist -0.62–+0.17% · other way +3.68% (n=12)
9Alibaba BABAon Hyperliquid 📈 chartEquity▲ +0.2%
hist -3.65–+4.61% · other way -3.37% (n=10)
10Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.08–+0.14% · other way -0.21% (n=12)
112y 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) +0.2% · 30y Treasury yield +2bp · 10y Treasury yield +2bp · 2y Treasury yield +1bp

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
NDX NDXLONG+0.2% · 5d -1.0% ↺ fades71%24 0.32⚠ 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·
FCX FCXSHORT-2.8% · 5d -0.2%55%22 0.09⚠ differs
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
XCU XCULONG+0.6% · 5d -0.2% ↺ fades45%22 0.00✓ matches cascade
KWEB KWEBLONG+0.3% · 5d +0.7%36%11 0.00✓ matches cascade
30y yield DGS30LONG+8bp · 5d +6bp49%31 0.00✓ matches cascade
10y yield DGS10LONG+3bp · 5d +5bp45%33 0.00✓ matches cascade
Gold XAUSHORT-0.5% · 5d -0.6%45%22 0.00✓ matches cascade
BABA BABALONG+4.8% · 5d +2.1%36%11 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.