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

What if Sudden stratospheric warming triggers brutal NH cold snap?

A sudden stratospheric warming event displaces the polar vortex, unleashing extreme cold across the US and Europe that spikes heating demand and stresses power grids.

14%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 14% · 90% range 5–22% · 40 analogues · measured class energy 99% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 99% in 3 yr99%
Analyst prior · editorial share 13% of the class13%
Pooled · weight 87%14%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)14%
Published14%

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 risk-on shock. A sudden stratospheric warming event displaces the polar vortex, unleashing extreme cold across the US and Europe that spikes heating demand and stresses power grids. The trigger decomposes into signed root‑shocks — Natural gas ▲ · Climate/crop supply ▲ · European energy ▲ · Risk appetite ▲ — 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▲ +0.5%
hist -4.47–+1.49% · other way +9.34% (n=11)
2Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.5%
hist -0.78–+2.22% · other way +1.29% (n=7)
3Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.4%
model prior · unmeasured
4Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.4%
hist -1.07–+0.56% · other way +4.17% (n=11)
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.4%
hist -1.79–+4.13% · other way +4.65% (n=11)
6Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.4%
hist -0.89–+0.71% · other way +6.55% (n=11)
7Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -1.36–+3.19% · other way -0.14% (n=7)
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.3%
hist +0.05–+0.33% · other way +0.24% (n=12)
9Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.3%
hist -0.83–+0.24% · other way +0.94% (n=11)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.2%
hist -0.87–+2.06% · other way +7.68% (n=9)
11EUR/USD EURUSDon Hyperliquid 📈 chartFX▼ -0.2%
hist -0.29–+0.01% · other way +0.68% (n=11)
12Tech sector XLK 📈 chartEquity▲ +0.2%
hist +0.0–+0.17% · other way +0.3% (n=11)
13S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.1%
hist -0.13–+0.56% · other way +1.47% (n=12)
14Coinbase COINon Hyperliquid 📈 chartEquity▲ +0.2%
hist -2.91–+17.91% · other way +5.5% (n=5)

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 +0.2%

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.

Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 European TTF gas hits all-time record high 2022-08 Texas grid failure during Winter Storm Uri 2021-02 Norilsk Nickel Arctic diesel spill 2020-05 IPBES warns ~1 million species face extinction 2019-05 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Crude oil all-time high 2008-07 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 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 Northeast blackout cascading grid failure hits ~55 million 2003-08 Iraq invasion 2003 relief rally 2003-03 Soviet August coup attempt against Gorbachev 1991-08 Operation Desert Storm begins 1991-01 Soviet invasion of Afghanistan 1979-12 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker Saturday Night Special 1979-10 1979 Iranian Revolution oil shock 1979-01 US intervention removes Maduro in Venezuela 2026-01 India RBI growth-pivot rate cut 2025-12 Fatal mud-rush halts Freeport's Grasberg, tightening copper supply 2025-09 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Israel strikes Iran — Operation Rising Lion 2025-06 Anglo American demerges Valterra Platinum 2025-06 Bitcoin tops $111,970 for a new all-time high 2025-05 Iberian Peninsula total blackout 2025-04 H5N1 bird flu record US egg prices 2025-04 US egg prices hit record on persistent H5N1 2025-03 USDA five-pronged plan to combat avian flu and egg prices 2025-02 DRC suspends cobalt exports 2025-02 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 Russian gas transit through Ukraine ends 2025-01 Cocoa sets fresh all-time high above $12,000 2024-12 Nasdaq Composite first close above 20000 2024-12
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
COIN COINLONG+14.8% · 5d +2.6%71%22 0.40✓ matches cascade
NG NGSHORT-4.2% · 5d -1.8%63%34 0.26⚠ differs
WHEAT WHEATSHORT-1.2% · 5d -1.5%60%34 0.19⚠ differs
10y yield DGS10LONG+12bp · 5d +6bp61%40 0.18·
SPX SPXLONG+0.5% · 5d -0.2% ↺ fades58%40 0.14✓ matches cascade
High-yield credit HYGSHORT-0.1% · 5d +0.1% ↺ fades59%31 0.12·
NDX NDXLONG+0.1% · 5d -0.8% ↺ fades54%36 0.05✓ matches cascade
XLK XLKSHORT-0.1% · 5d -0.7%52%34 0.03⚠ differs
US dollar DXYLONG+0.2% · 5d -0.2% ↺ fades52%40 0.03·
SOL SOLLONG+1.9% · 5d -4.0% ↺ fades50%24 0.00✓ matches cascade
MSTR MSTRLONG+3.8% · 5d -3.3% ↺ fades40%34 0.00✓ matches cascade
CORN CORNSHORT-1.1% · 5d -1.9%46%34 0.00⚠ differs
ETH ETHLONG+2.9% · 5d -1.6% ↺ fades44%25 0.00✓ matches cascade
Volatility VIXSHORT-0.7% · 5d -0.1%46%36 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.