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

What if Qatar LNG expansion floods the market?

Qatar's North Field mega-expansion ramps on schedule, adding a wave of LNG that pulls JKM and TTF structurally lower and eases European and Asian energy costs.

21%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 21% · 90% range 3–39% · 31 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 29% of the class20%
Pooled · weight 84%22%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)22%
Published21%

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. Qatar's North Field mega-expansion ramps on schedule, adding a wave of LNG that pulls JKM and TTF structurally lower and eases European and Asian energy costs. The trigger decomposes into signed root‑shocks — Natural gas ▼ · European energy ▼ · Inflation expectations ▼ · 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▲ +0.6%
hist -3.17–+5.07% · other way +5.06% (n=9)
2Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.5%
model prior · unmeasured
3Natural gas NGon Hyperliquid 📈 chartCommodity▼ -0.5%
hist -1.09–+0.13% · other way -3.18% (n=10)
4Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -0.53–+1.36% · other way -0.67% (n=10)
5EUR/USD EURUSDon Hyperliquid 📈 chartFX▲ +0.4%
hist -0.38–+0.25% · other way -0.48% (n=10)
6MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.4%
hist -3.56–+7.61% · other way +0.64% (n=10)
7Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.3%
hist -0.09–+0.7% · other way +0.6% (n=10)
8Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.3%
hist -7.61–+2.04% · other way +6.2% (n=10)
9Tech sector XLK 📈 chartEquity▲ +0.3%
hist +0.09–+0.21% · other way +0.43% (n=10)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.2%
hist -4.11–+5.67% · other way +2.19% (n=10)
1130y Treasury yield DGS30 📈 chartRate▼ -2bp
hist -2.88–+6.17% · other way +12.0% (n=12)
12S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.1%
hist -0.3–+1.14% · other way -0.98% (n=12)
13Coinbase COINon Hyperliquid 📈 chartEquity▲ +0.2%
hist -12.55–+17.43% · other way +4.74% (n=8)
14Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.2%
hist -0.09–+0.46% · other way -1.31% (n=10)

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 +0.3% · 30y Treasury yield -2bp · 10y Treasury yield -2bp

Historical precedent — what analogous events actually did

Across 31 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 Gulf War air campaign begins 1991-01 US intervention removes Maduro in Venezuela 2026-01 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 Saudi-Russia oil price war 2020-03 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 OPEC's largest-ever cut answers the 2008 demand collapse 2008-12 Crude oil all-time high 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 Northeast blackout cascading grid failure hits ~55 million 2003-08 Iraq invasion 2003 relief rally 2003-03 OPEC and non-OPEC Vienna pact ends the 1998 price war 1999-03 Soviet August coup attempt against Gorbachev 1991-08 1986 oil price collapse 1986-02 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
EURUSD EURUSDSHORT-0.5% · 5d +0.4% ↺ fades65%21 0.27⚠ differs
COIN COINLONG+18.3% · 5d +4.7%64%9 0.25✓ matches cascade
Volatility VIXSHORT-6.7% · 5d -4.7%64%26 0.24✓ matches cascade
NG NGSHORT-0.8% · 5d -1.1%62%23 0.22✓ matches cascade
SPX SPXLONG+1.0% · 5d -0.0% ↺ fades61%31 0.21✓ matches cascade
30y yield DGS30LONG+6bp · 5d +4bp61%31 0.18⚠ differs
SMH SMHLONG+0.3% · 5d -0.2% ↺ fades60%23 0.16✓ matches cascade
NDX NDXLONG+0.5% · 5d -0.3% ↺ fades59%27 0.14✓ matches cascade
US dollar DXYLONG+0.3% · 5d -0.1% ↺ fades57%31 0.12·
SOL SOLLONG+4.9% · 5d -6.8% ↺ fades55%12 0.07✓ matches cascade
ETH ETHLONG+1.1% · 5d -5.1% ↺ fades55%13 0.07✓ matches cascade
MSTR MSTRLONG+7.2% · 5d -4.3% ↺ fades44%24 0.00✓ matches cascade
XLK XLKLONG+0.0% · 5d -0.4% ↺ fades46%24 0.00✓ matches cascade
Bitcoin BTCLONG+5.8% · 5d -4.6% ↺ fades42%13 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.