📈 Markets & Finance risk-off · 6–18 months
A what‑if from the future

What if XLE rallies as a supply scare reflates energy earnings?

An outage-driven price spike lifts upstream margins and free cash flow, sending XLE sharply higher as buybacks accelerate; the sector outperforms a broadly cautious tape on the inflation-hedge bid.

31%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 31% · 90% range 20–42% · 40 analogues · measured class oil_supply 100% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — oil_supply ≈5.0917/yr → 100% in 18 mo100%
Analyst prior · editorial share 34% of the class34%
Pooled · weight 87%32%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)32%
Published31%

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 6–18 months 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 outage-driven price spike lifts upstream margins and free cash flow, sending XLE sharply higher as buybacks accelerate; the sector outperforms a broadly cautious tape on the inflation-hedge bid. The trigger decomposes into signed root‑shocks — Gold ▲ · Inflation surprise ▲ · Oil supply risk ▲ · 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
1Brent crude BRENTon Hyperliquid 📈 chartCommodity▲ +3.3%
hist -0.89–+1.91% · other way -3.86% (n=12)
2WTI crude CLon Hyperliquid 📈 chartCommodity▲ +2.8%
hist -4.94–+1.57% · other way -3.53% (n=12)
3Energy sector XLEon Hyperliquid 📈 chartEquity▲ +1.9%
hist -0.6–+1.1% · other way -1.0% (n=12)
4United Airlines UAL 📈 chartEquity▼ -1.6%
hist -3.47–+5.91% · other way +8.76% (n=12)
5ExxonMobil XOM 📈 chartEquity▲ +1.4%
hist +0.35–+1.19% · other way -1.61% (n=12)
6Chevron CVX 📈 chartEquity▲ +1.2%
hist +0.35–+0.83% · other way +0.36% (n=12)
7Delta DAL 📈 chartEquity▼ -1.4%
hist -1.68–+3.01% · other way +4.3% (n=12)
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.7%
hist -1.99–+2.97% · other way +30.65% (n=12)
9Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -0.66–-0.05% · other way -0.58% (n=12)
1030y Treasury yield DGS30 📈 chartRate▲ +7bp
hist -1.22–+12.1% · other way +5.1% (n=12)
11Tech sector XLK 📈 chartEquity▼ -0.6%
hist -0.43–+0.02% · other way -0.48% (n=12)
12Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.5%
hist -0.76–+0.02% · other way -0.32% (n=12)
13Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -1.15–+1.63% · other way -2.2% (n=12)
1410y Treasury yield DGS10 📈 chartRate▲ +6bp
hist -1.88–+12.64% · other way +4.6% (n=12)

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 -1.6% · ExxonMobil +1.4% · Chevron +1.2% · Delta -1.4% · 30y Treasury yield +7bp · Tech sector -0.6%

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.

Israel strikes Iran — Operation Rising Lion 2025-06 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Saudi-Russia oil price war 2020-03 OPEC abandons output defense, opting for market share vs US shale 2014-11 1986 oil price collapse 1986-02 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Hezbollah pager and device explosions across Lebanon 2024-09 April 2024 Iranian drone-and-missile barrage on Israel 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Wagner Group mutiny against the Kremlin 2023-06 ExxonMobil posts most profitable year for any US oil company 2023-01 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 US-led 240-million-barrel SPR release answers the Ukraine spike 2022-03 Houthi drone-and-missile strike on Aramco's Jeddah depot 2022-03 Houthi drone-and-missile attack on Abu Dhabi oil sites lifts Brent to 7-year high 2022-01 Turkish lira record low on rate cuts 2021-11 Abqaiq-Khurais strike triggers the biggest Brent spike on record 2019-09 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Houthi drones strike Saudi East-West crude pipeline 2019-05 Bitcoin Cash hash war capitulation 2018-11 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Libya civil war halts output and lifts Brent above $100 2011-02 Egyptian revolution / Mubarak uprising 2011-01 ECB's ill-timed pre-crisis rate hike 2008-07 2006 Lebanon War oil spike 2006-07 Iraq invasion 2003 relief rally 2003-03 US airline stocks plunge ~40% on first trading day after 9/11 2001-09 OPEC and non-OPEC Vienna pact ends the 1998 price war 1999-03 Hong Kong defends the peg with sky-high HIBOR 1997-10 Soviet August coup attempt against Gorbachev 1991-08 Operation Desert Storm begins 1991-01 1990-91 recession onset 1990-07
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
HOOD HOODLONG+7.7% · 5d +0.5%75%15 0.46⚠ differs
COIN COINLONG+11.9% · 5d +3.5%75%15 0.45⚠ differs
CL CLSHORT-4.9% · 5d -2.9%72%30 0.39⚠ differs
USDJPY USDJPYLONG+1.6% · 5d +0.3%65%32 0.26✓ matches cascade
Volatility VIXLONG+3.0% · 5d +7.6%64%35 0.24✓ matches cascade
XLE XLESHORT-1.3% · 5d -1.4%62%31 0.23⚠ differs
NDX NDXSHORT-0.3% · 5d -0.8%65%36 0.23✓ matches cascade
BRENT BRENTSHORT-2.0% · 5d -1.1%62%27 0.21⚠ differs
SOL SOLLONG+1.9% · 5d -5.3% ↺ fades66%15 0.20⚠ differs
DAL DALLONG+3.4% · 5d -0.3% ↺ fades60%27 0.19⚠ differs
ETH ETHSHORT-3.8% · 5d -3.7%62%21 0.17✓ matches cascade
GBPUSD GBPUSDSHORT-0.6% · 5d -0.3%60%28 0.16✓ matches cascade
Bitcoin BTCSHORT-4.2% · 5d -4.9%60%24 0.15✓ matches cascade
ARM ARMSHORT-4.6% · 5d -7.0%62%7 0.15✓ 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.