📈 Markets & Finance risk-off · 1–3 years
A what‑if from the future

What if LNG-margin compression de-rates US export-equity multiples?

A global liquefaction glut collapses international gas spreads and contract slopes, squeezing US LNG netbacks and de-rating Cheniere and Sempra on weaker export economics.

23%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 23% · 90% range 5–41% · 34 analogues · measured class deflation 69% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 69% in 3 yr69%
Analyst prior · editorial share 32% of the class22%
Pooled · weight 85%23%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)23%
Published23%

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-off shock. A global liquefaction glut collapses international gas spreads and contract slopes, squeezing US LNG netbacks and de-rating Cheniere and Sempra on weaker export economics. The trigger decomposes into signed root‑shocks — Natural gas ▼ · 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
1Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -4.69–+4.98% · other way +3.67% (n=8)
2Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -1.72–+3.42% · other way +8.68% (n=11)
4Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -1.49–+0.75% · other way +3.79% (n=8)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.32–+0.27% · other way -0.13% (n=11)
6Natural gas NGon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -0.37–+0.3% · other way +4.09% (n=11)
7Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.3%
hist -0.64–+0.51% · other way -3.86% (n=11)
8Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -0.57–+0.57% · other way +5.05% (n=8)
9Tech sector XLK 📈 chartEquity▼ -0.2%
hist -0.34–+0.43% · other way -0.63% (n=11)
10S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.1%
hist -0.19–+0.3% · other way -1.63% (n=12)
11Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.2%
hist -6.75–+6.94% · other way +19.1% (n=8)
12Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.2%
hist -0.1–-0.01% · other way +0.91% (n=11)

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 -0.2%

Historical precedent — what analogous events actually did

Across 34 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.

Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 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 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 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 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China rout & circuit-breaker / yuan slide 2016-01 SNB introduces negative interest rates 2014-12 Russian ruble 'Black Tuesday' 2014-12 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 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 Northeast blackout cascading grid failure hits ~55 million 2003-08 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 1986 oil price collapse 1986-02 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Three Mile Island partial meltdown 1979-03 1979 Iranian Revolution oil shock 1979-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
10y yield DGS10SHORT-6bp · 5d +1bp ↺ fades68%34 0.32·
Gold XAULONG+1.0% · 5d -0.3% ↺ fades62%26 0.23·
SPX SPXLONG+0.3% · 5d +0.2%58%34 0.14⚠ differs
SMH SMHLONG+0.1% · 5d -0.6% ↺ fades57%26 0.11⚠ differs
MSTR MSTRLONG+3.5% · 5d -4.5% ↺ fades55%26 0.08⚠ differs
NDX NDXLONG+0.4% · 5d -0.8% ↺ fades55%29 0.07⚠ differs
XLK XLKLONG+0.6% · 5d -0.6% ↺ fades53%26 0.06⚠ differs
SOL SOLLONG+5.8% · 5d -7.2% ↺ fades52%11 0.03⚠ differs
ETH ETHSHORT-1.2% · 5d -4.2%48%12 0.00✓ matches cascade
NG NGLONG+0.5% · 5d -2.6% ↺ fades41%26 0.00⚠ differs
Volatility VIXSHORT-0.8% · 5d -1.6%47%27 0.00⚠ differs
Bitcoin BTCLONG+0.8% · 5d -3.1% ↺ fades33%17 0.00⚠ differs
COIN COINLONG+7.6% · 5d +1.3%44%7 0.00⚠ differs
US dollar DXYLONG+0.1% · 5d +0.1%50%34 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.