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

What if Abundant cheap fuels broaden the global disinflation impulse?

A combined gas glut and refining-capacity wave keep heating, power and transport fuels cheap, broadening a disinflationary impulse that supports household real incomes and central-bank easing.

19%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 19% · 90% range 0–38% · 20 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 23% of the class16%
Pooled · weight 77%20%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)20%
Published19%

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 combined gas glut and refining-capacity wave keep heating, power and transport fuels cheap, broadening a disinflationary impulse that supports household real incomes and central-bank easing. The trigger decomposes into signed root‑shocks — Natural gas ▼ · Diesel ▼ · Gasoline ▼ · 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 -3.57–+5.32% · other way -4.91% (n=7)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.5%
hist -0.02–+0.77% · other way +0.0% (n=7)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.6%
hist -5.93–+10.21% · other way +11.52% (n=7)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.5%
model prior · unmeasured
5Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -2.2–+3.99% · other way -2.46% (n=7)
6Tech sector XLK 📈 chartEquity▲ +0.4%
hist +0.09–+0.38% · other way -0.1% (n=7)
7Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.3%
hist -6.12–+1.56% · other way +7.76% (n=7)
8Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.3%
hist -6.67–+8.35% · other way +0.72% (n=7)
9Natural gas NGon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -1.53–+2.01% · other way -2.58% (n=7)
1030y Treasury yield DGS30 📈 chartRate▼ -2bp
hist -3.56–+9.52% · other way +10.9% (n=12)
1110y Treasury yield DGS10 📈 chartRate▼ -2bp
hist -5.78–+8.56% · other way +3.7% (n=12)
12S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.1%
hist -0.43–+1.65% · other way +0.06% (n=12)
13Coinbase COINon Hyperliquid 📈 chartEquity▲ +0.2%
hist -17.89–+23.76% · other way +11.26% (n=7)
14Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.2%
hist +0.04–+0.14% · other way -1.38% (n=7)

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 +0.4% · 30y Treasury yield -2bp · 10y Treasury yield -2bp · 2y Treasury yield -1bp

Historical precedent — what analogous events actually did

Across 20 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 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 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 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 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 Gulf War air campaign begins 1991-01 Volcker Saturday Night Special 1979-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
COIN COINLONG+25.1% · 5d +7.5%67%7 0.30✓ matches cascade
Volatility VIXSHORT-5.3% · 5d -5.0%68%19 0.27✓ matches cascade
ETH ETHLONG+3.8% · 5d -3.4% ↺ fades68%10 0.26✓ matches cascade
SPX SPXLONG+1.4% · 5d +0.1%63%20 0.24✓ matches cascade
NDX NDXLONG+0.5% · 5d -0.6% ↺ fades66%19 0.23✓ matches cascade
30y yield DGS30LONG+9bp · 5d +3bp65%20 0.23⚠ differs
US dollar DXYLONG+0.1% · 5d -0.5% ↺ fades59%20 0.15·
SMH SMHLONG+0.0% · 5d -0.1% ↺ fades57%17 0.12✓ matches cascade
Gold XAULONG+0.4% · 5d -0.1% ↺ fades55%17 0.09·
SOL SOLLONG+5.2% · 5d -9.0% ↺ fades56%10 0.08✓ matches cascade
Bitcoin BTCLONG+8.7% · 5d -2.7% ↺ fades52%10 0.03✓ matches cascade
MSTR MSTRLONG+10.1% · 5d -4.3% ↺ fades50%17 0.00✓ matches cascade
XLK XLKLONG+0.1% · 5d -0.6% ↺ fades47%17 0.00✓ matches cascade
NG NGLONG+2.3% · 5d +0.1%45%17 0.00⚠ differs

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.