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

What if Price-sensitive South Asian demand caps any TTF/JKM rebound?

Highly price-elastic Pakistani and Bangladeshi buyers retreat whenever LNG rises, capping the upside on TTF and JKM rebounds and reinforcing a structurally rangebound global gas market.

15%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 15% · 90% range 0–29% · 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 17% of the class12%
Pooled · weight 84%15%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)15%
Published15%

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 mixed shock. Highly price-elastic Pakistani and Bangladeshi buyers retreat whenever LNG rises, capping the upside on TTF and JKM rebounds and reinforcing a structurally rangebound global gas market. 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
1Natural gas NGon Hyperliquid 📈 chartCommodity▼ -0.2%
hist -0.95–+0.21% · other way -3.18% (n=10)
230y Treasury yield DGS30 📈 chartRate▼ -1bp
hist -2.7–+6.47% · other way +12.0% (n=12)
310y Treasury yield DGS10 📈 chartRate▼ -1bp
hist -3.38–+5.31% · other way +6.9% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Long
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): 30y Treasury yield -1bp · 10y Treasury yield -1bp

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
Volatility VIXSHORT-6.7% · 5d -4.7%64%26 0.24·
NG NGSHORT-0.8% · 5d -1.1%62%23 0.22✓ matches cascade
30y yield DGS30LONG+6bp · 5d +4bp61%31 0.18⚠ differs
US dollar DXYLONG+0.3% · 5d -0.1% ↺ fades57%31 0.12·
10y yield DGS10LONG+6bp · 5d +6bp43%31 0.00⚠ differs
Gold XAUSHORT-0.1% · 5d -0.6%50%23 0.00·
Bitcoin BTCLONG+5.8% · 5d -4.6% ↺ fades42%13 0.00·
High-yield credit HYGLONG+1.3% · 5d +0.3%33%20 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.