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

What if Natural-gas-supply squeeze raises power-burn fuel costs sharply?

A cold-winter or pipeline-constraint gas squeeze lifts power-sector fuel costs, raising wholesale electricity prices and squeezing unhedged generators while testing reliability.

14%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 14% · 90% range 5–24% · 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 16% of the class14%
Pooled · weight 87%15%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)15%
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 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-winter or pipeline-constraint gas squeeze lifts power-sector fuel costs, raising wholesale electricity prices and squeezing unhedged generators while testing reliability. The trigger decomposes into signed root‑shocks — Natural gas ▲ · Financial conditions ▲ · Inflation surprise ▲ · 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▲ +0.6%
hist -4.57–+1.57% · other way +14.47% (n=12)
2Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -1.67–+2.82% · other way +0.49% (n=10)
3Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -0.73–+0.09% · other way +2.69% (n=10)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.81–+0.17% · other way +20.8% (n=12)
6Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.25–+0.72% · other way +0.14% (n=12)
7Tech sector XLK 📈 chartEquity▼ -0.2%
hist -0.43–+0.69% · other way +0.08% (n=12)
8EUR/USD EURUSDon Hyperliquid 📈 chartFX▼ -0.2%
hist -0.66–+0.17% · other way -1.54% (n=12)
9Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -0.08–-0.05% · other way +6.03% (n=10)
1030y Treasury yield DGS30 📈 chartRate▲ +2bp
hist +0.18–+1.97% · other way +4.5% (n=12)
11Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.1%
hist -0.19–+0.2% · other way -0.26% (n=12)
1210y Treasury yield DGS10 📈 chartRate▲ +2bp
hist +0.01–+0.98% · other way +6.2% (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): Tech sector -0.2% · 30y Treasury yield +2bp · 10y Treasury yield +2bp

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.

PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 Northeast blackout cascading grid failure hits ~55 million 2003-08 Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 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 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Germany agrees Uniper bailout 2022-07 Kaisa Group offshore default 2021-12 Turkish lira record low on rate cuts 2021-11 European gas crisis intraday record spike 2021-10 California rolling blackouts during a record heatwave 2020-08 Gold closes above $2,000/oz for the first time 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 WTI crude futures settle negative as demand collapses 2020-04 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 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
NDX NDXLONG+0.7% · 5d -0.8% ↺ fades68%37 0.29⚠ differs
NG NGSHORT-4.3% · 5d -3.6%64%37 0.24⚠ differs
Bitcoin BTCSHORT+-0.0% · 5d -1.2%62%23 0.20✓ matches cascade
Volatility VIXLONG+6.2% · 5d +5.0%60%37 0.16·
US dollar DXYLONG+0.5% · 5d +0.2%57%40 0.12·
10y yield DGS10SHORT0bp · 5d 0bp56%40 0.11⚠ differs
MSTR MSTRSHORT-0.6% · 5d -2.8%56%37 0.09✓ matches cascade
EURUSD EURUSDSHORT-0.5% · 5d -0.1%55%36 0.09✓ matches cascade
XLK XLKLONG+0.8% · 5d -0.6% ↺ fades55%37 0.08⚠ differs
SOL SOLLONG+3.0% · 5d -7.5% ↺ fades55%19 0.07⚠ differs
Gold XAULONG+0.3% · 5d -0.1% ↺ fades52%37 0.04⚠ differs
ETH ETHSHORT-0.5% · 5d -2.6%40%20 0.00✓ matches cascade
30y yield DGS30LONG+1bp · 5d +1bp45%40 0.00✓ matches cascade
High-yield credit HYGLONG+0.1% · 5d -0.1% ↺ fades39%36 0.00·

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.