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

What if a policy shock strands fossil assets and pops the carbon bubble?

A stranding policy shock is a demand-side hit to crude and energy equity: Brent leads lower on its Gulf/global weighting, dragging the energy complex and integrated majors, with a downside breakeven pull-through. Closest rhyme is the 2020 oil demand collapse (negative WTI) more than a credit event; using Lehman as the analogue overstates the financial channel. Forward angle: a credible carbon repricing strands reserves gradually, so the credit-spread widening is real but second-order to the equity de-rating.

12%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 12% · 90% range 3–20% · 40 analogues · measured class deflation 98% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 98% in 10 yr98%
Analyst prior · editorial share 7% of the class7%
Pooled · weight 87%12%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)12%
Published12%

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.

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What it would mean

If this plays out, it is a mixed shock. A policy shock strands fossil assets, repricing the carbon bubble. The trigger decomposes into signed root‑shocks — Oil supply risk ▼ · Credit spreads ▲ — 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 -5.34–+0.29% · other way -3.48% (n=11)
2WTI crude CLon Hyperliquid 📈 chartCommodity▼ -1.5%
hist -3.75–+0.44% · other way -2.88% (n=11)
3Energy sector XLEon Hyperliquid 📈 chartEquity▼ -1.1%
hist -2.35–+0.29% · other way -0.63% (n=11)
4United Airlines UAL 📈 chartEquity▲ +0.9%
hist +0.3–+0.63% · other way +32.78% (n=11)
5ExxonMobil XOM 📈 chartEquity▼ -0.8%
hist -1.9–+0.4% · other way -0.72% (n=12)
6Chevron CVX 📈 chartEquity▼ -0.7%
hist -0.98–+0.02% · other way -1.96% (n=12)
7Delta DAL 📈 chartEquity▲ +0.8%
hist -0.65–+2.37% · other way +21.04% (n=11)
8High-yield credit HYG 📈 chartRate▼ -0.2%
hist -0.12–-0.01% · other way -0.28% (n=11)
930y Treasury yield DGS30 📈 chartRate▼ -2bp
hist -8.47–+1.93% · other way +23.6% (n=12)
10Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -0.2–+0.74% · other way -1.07% (n=11)
1110y Treasury yield DGS10 📈 chartRate▼ -2bp
hist -6.92–+1.68% · other way +25.5% (n=12)
12Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.2%
hist -0.23–+0.76% · other way +0.13% (n=11)
132y Treasury yield DGS2Rate▼ -1bp
model prior · unmeasured

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: 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): United Airlines +0.9% · ExxonMobil -0.8% · Chevron -0.7% · Delta +0.8% · High-yield credit -0.2% · 30y Treasury yield -2bp

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.

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 Chernobyl disaster 1986-04 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 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Kaisa Group offshore default 2021-12 Gold closes above $2,000/oz for the first time 2020-08 WTI crude futures settle negative as demand collapses 2020-04 Saudi-Russia oil price war 2020-03 IPBES warns ~1 million species face extinction 2019-05 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 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 2008 global rice / food price crisis peak 2008-04 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 Northern Rock bank run 2007-09 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
BRENT BRENTSHORT-3.9% · 5d -3.0%74%37 0.41✓ matches cascade
CL CLSHORT-2.7% · 5d -2.8%65%39 0.25✓ matches cascade
XLE XLESHORT-1.7% · 5d -1.1%61%39 0.19✓ matches cascade
US dollar DXYLONG+0.9% · 5d +0.3%60%40 0.19·
30y yield DGS30SHORT-7bp · 5d +1bp ↺ fades60%40 0.17✓ matches cascade
Gold XAULONG+0.6% · 5d -0.4% ↺ fades56%39 0.12✓ matches cascade
10y yield DGS10SHORT-6bp · 5d +1bp ↺ fades58%40 0.12✓ matches cascade
NDX NDXLONG+0.6% · 5d -0.8% ↺ fades54%40 0.07✓ matches cascade
XOM XOMSHORT-1.4% · 5d -0.8%53%40 0.05✓ matches cascade
DAL DALLONG+1.9% · 5d -0.3% ↺ fades51%38 0.02✓ matches cascade
UAL UALLONG+0.1% · 5d -2.7% ↺ fades42%39 0.00✓ matches cascade
CVX CVXSHORT-0.5% · 5d -0.1%49%40 0.00✓ matches cascade
High-yield credit HYGLONG+0.1% · 5d -0.1% ↺ fades45%38 0.00⚠ differs
Volatility VIXLONG+3.0% · 5d +1.2%50%39 0.00·

Why this probability

No precedent for a policy-driven carbon repricing; 2026 politics favor fossil, not stranding. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

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.