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

What if a cold winter and LNG squeeze drive European gas prices back toward €180 per MWh?

A cold winter plus an LNG supply shock drives European TTF gas back toward €180/MWh, the energy-price spike embedded in ECB and BoE adverse stagflation scenarios.

11%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 11% · 90% range 2–19% · 40 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 11% of the class10%
Pooled · weight 87%11%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)11%
Published11%

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 risk-off shock. A cold winter plus an LNG supply shock drives European TTF gas back toward €180/MWh, the energy-price spike embedded in ECB and BoE adverse stagflation scenarios. The trigger decomposes into signed root‑shocks — Natural gas ▲ · European energy ▲ · Inflation surprise ▲ · Recession signal ▲ — 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 -10.42–+1.51% · other way +9.59% (n=12)
2EUR/USD EURUSDon Hyperliquid 📈 chartFX▼ -0.5%
hist -1.06–+0.1% · other way -0.92% (n=12)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.49–+0.28% · other way +30.67% (n=12)
4Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -0.29–+0.56% · other way -0.44% (n=12)
5Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -1.13–+1.73% · other way +8.97% (n=11)
6Tech sector XLK 📈 chartEquity▼ -0.3%
hist -0.4–+0.54% · other way -0.44% (n=12)
7Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -2.81–+4.98% · other way -0.88% (n=11)
8Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -1.08–+0.24% · other way -0.53% (n=12)
9Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.2%
hist +0.06–+0.17% · other way -6.59% (n=12)
10Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
11Financials XLF 📈 chartEquity▼ -0.2%
hist -0.31–+0.37% · other way +0.63% (n=12)
1230y Treasury yield DGS30 📈 chartRate▲ +3bp
hist -1.55–+7.19% · other way +4.8% (n=12)
13Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -0.19–-0.08% · other way +6.43% (n=11)
1410y Treasury yield DGS10 📈 chartRate▲ +3bp
hist -0.32–+4.18% · other way +8.0% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small cash hedge.
Also moves (not yet on Hyperliquid): Tech sector -0.3% · Financials -0.2% · 30y Treasury yield +3bp · 10y Treasury yield +3bp · High-yield credit -0.2% · 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.

1979 Iranian Revolution oil shock 1979-01 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 1990-91 recession onset 1990-07 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Iranian Revolution oil shock 1978-12 1973-75 recession onset 1973-11 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Turkish lira record low on rate cuts 2021-11 European gas crisis intraday record spike 2021-10 Texas grid failure during Winter Storm Uri 2021-02 Gold closes above $2,000/oz for the first time 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 Saudi-Russia oil price war 2020-03 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China-led global 'Black Monday' rout 2015-08 OPEC abandons output defense, opting for market share vs US shale 2014-11 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Greek sovereign debt crisis / first EU-IMF bailout 2010-05 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
NG NGSHORT-8.6% · 5d -3.7%74%33 0.45⚠ differs
NDX NDXLONG+0.6% · 5d -0.8% ↺ fades66%34 0.26⚠ differs
EURUSD EURUSDSHORT-0.7% · 5d +0.0% ↺ fades63%33 0.24✓ matches cascade
ARM ARMSHORT-3.1% · 5d -5.0%67%6 0.19✓ matches cascade
Gold XAUSHORT-0.8% · 5d -0.5%59%33 0.17✓ matches cascade
SOL SOLLONG+5.1% · 5d -5.0% ↺ fades61%16 0.14⚠ differs
US dollar DXYLONG+0.6% · 5d +0.3%58%40 0.14·
XLK XLKLONG+0.7% · 5d -0.5% ↺ fades57%33 0.12⚠ differs
XLF XLFLONG+0.5% · 5d -0.0% ↺ fades53%33 0.06⚠ differs
30y yield DGS30LONG+5bp · 5d +5bp52%39 0.03✓ matches cascade
MSTR MSTRLONG+0.5% · 5d -2.3% ↺ fades47%33 0.00⚠ differs
Bitcoin BTCLONG+1.9% · 5d -2.0% ↺ fades47%22 0.00⚠ differs
Volatility VIXSHORT-0.0% · 5d +6.1% ↺ fades48%34 0.00⚠ differs
ETH ETHSHORT-0.0% · 5d -3.2%43%18 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.