🛢 Energy & Commodities risk-off · 3–10 years
A what‑if from the future

What if IEA net-zero demand assumptions strand proven oil and gas reserves?

An IEA Net-Zero-2050-consistent demand collapse strands proven oil & gas reserves, forcing large impairment charges as long-dated barrels become uneconomic.

13%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 13% · 90% range 5–22% · 40 analogues · measured class oil_glut 100% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — oil_glut ≈0.6142/yr → 100% in 10 yr100%
Analyst prior · editorial share 12% of the class12%
Pooled · weight 87%14%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)14%
Published13%

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 3–10 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. An IEA Net-Zero-2050-consistent demand collapse strands proven oil & gas reserves, forcing large impairment charges as long-dated barrels become uneconomic. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Credit spreads ▲ · Oil demand ▼ · Oil supply risk ▲ — 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
1Brent crude BRENTon Hyperliquid 📈 chartCommodity▲ +1.8%
hist +0.28–+1.25% · other way -2.87% (n=11)
2WTI crude CLon Hyperliquid 📈 chartCommodity▲ +1.2%
hist +0.18–+1.32% · other way -3.29% (n=11)
3Energy sector XLEon Hyperliquid 📈 chartEquity▲ +0.9%
hist -0.07–+1.38% · other way -0.8% (n=11)
4Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.21–+1.29% · other way -2.36% (n=11)
5United Airlines UAL 📈 chartEquity▼ -0.7%
hist -0.92–+0.78% · other way +9.0% (n=11)
6ExxonMobil XOM 📈 chartEquity▲ +0.6%
hist -0.21–+1.3% · other way -1.5% (n=12)
7Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.32–+1.55% · other way -2.31% (n=11)
8Chevron CVX 📈 chartEquity▲ +0.6%
hist -0.04–+0.86% · other way -0.74% (n=12)
9Delta DAL 📈 chartEquity▼ -0.6%
hist -0.85–+1.35% · other way +6.51% (n=11)
10MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.3%
hist -2.63–+5.06% · other way +25.14% (n=11)
11High-yield credit HYG 📈 chartRate▼ -0.3%
hist -0.29–+0.07% · other way -0.27% (n=11)
12Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.26–+0.1% · other way +0.46% (n=11)
13Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.2%
hist -0.55–+1.94% · other way -8.34% (n=11)
14Financials XLF 📈 chartEquity▼ -0.2%
hist -0.81–+0.25% · other way +0.42% (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): United Airlines -0.7% · ExxonMobil +0.6% · Chevron +0.6% · Delta -0.6% · High-yield credit -0.3% · Financials -0.2%

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.

WTI crude futures settle negative as demand collapses 2020-04 Saudi-Russia oil price war 2020-03 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 1986 oil price collapse 1986-02 Iran hostage crisis / US freezes Iranian assets 1979-11 Israel strikes Iran — Operation Rising Lion 2025-06 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Niger coup d'etat 2023-07 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 OPEC abandons output defense, opting for market share vs US shale 2014-11 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 Northern Rock bank run 2007-09 OPEC and non-OPEC Vienna pact ends the 1998 price war 1999-03 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 Chernobyl disaster 1986-04 Gold peaks at $850 1980-01 Soviet invasion of Afghanistan 1979-12 1979 Iranian Revolution oil shock 1979-01 US intervention removes Maduro in Venezuela 2026-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Hezbollah pager and device explosions across Lebanon 2024-09 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 April 2024 Iranian drone-and-missile barrage on Israel 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Gabon coup d'etat 2023-08 Wagner Group mutiny against the Kremlin 2023-06 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 ExxonMobil posts most profitable year for any US oil company 2023-01 PJM grid emergency during Winter Storm Elliott 2022-12 Nord Stream pipeline sabotage 2022-09 Germany agrees Uniper bailout 2022-07 US-led 240-million-barrel SPR release answers the Ukraine spike 2022-03
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Volatility VIXLONG+1.7% · 5d +1.7%61%34 0.19✓ matches cascade
NG NGSHORT-1.5% · 5d -2.5%60%31 0.18⚠ differs
Gold XAULONG+1.6% · 5d +0.1%60%31 0.18⚠ differs
CVX CVXLONG+0.5% · 5d +0.1%58%40 0.15✓ matches cascade
DAL DALLONG+1.6% · 5d -0.9% ↺ fades58%31 0.14⚠ differs
XLE XLELONG+0.8% · 5d -0.2% ↺ fades57%32 0.13✓ matches cascade
30y yield DGS30LONG+10bp · 5d +5bp57%40 0.13✓ matches cascade
CORN CORNLONG+1.2% · 5d +0.3%56%31 0.11✓ matches cascade
WHEAT WHEATLONG+0.9% · 5d +0.3%54%31 0.07✓ matches cascade
XOM XOMLONG+0.9% · 5d -0.3% ↺ fades53%40 0.06✓ matches cascade
SMH SMHLONG+0.7% · 5d -0.5% ↺ fades54%31 0.06⚠ differs
10y yield DGS10LONG+9bp · 5d +5bp52%40 0.04✓ matches cascade
MSTR MSTRLONG+5.1% · 5d -2.5% ↺ fades52%32 0.03⚠ differs
XLF XLFSHORT-0.7% · 5d -0.7%52%32 0.03✓ 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.