🛢 Energy & Commodities risk-off · 6–18 months
A what‑if from the future

What if renewed civil conflict shuts Libyan oilfields and removes 1 million barrels per day?

Renewed civil conflict shuts Libyan oilfields and the El Sharara/Sarir complex, removing ~1 mb/d of light sweet crude in a repeat of the recurring 2011–2024 outages.

10%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 10% · 90% range 2–18% · 40 analogues · measured class energy 89% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 89% in 18 mo89%
Analyst prior · editorial share 10% of the class9%
Pooled · weight 87%10%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)10%
Published10%

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. Renewed civil conflict shuts Libyan oilfields and the El Sharara/Sarir complex, removing ~1 mb/d of light sweet crude in a repeat of the recurring 2011–2024 outages. The trigger decomposes into signed root‑shocks — Geopolitical risk ▲ · Inflation surprise ▲ · 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
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +7.0%
hist +2.29–+4.51% · other way -10.0% (n=12)
2Brent crude BRENTon Hyperliquid 📈 chartCommodity▲ +3.3%
hist +0.49–+2.04% · other way -1.11% (n=12)
3Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -2.9%
hist -1.76–-0.81% · other way -0.07% (n=12)
4WTI crude CLon Hyperliquid 📈 chartCommodity▲ +2.8%
hist -0.84–+1.62% · other way +2.63% (n=12)
5Tech sector XLK 📈 chartEquity▼ -2.2%
hist -1.42–-0.68% · other way -0.01% (n=12)
6Energy sector XLEon Hyperliquid 📈 chartEquity▲ +1.9%
hist +0.51–+1.61% · other way -0.06% (n=12)
7S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -1.6%
hist -2.13–-0.04% · other way +1.28% (n=12)
8United Airlines UAL 📈 chartEquity▼ -1.6%
hist -3.43–+5.17% · other way +6.55% (n=12)
9ExxonMobil XOM 📈 chartEquity▲ +1.4%
hist -0.13–+2.14% · other way -2.56% (n=12)
10Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -1.3%
hist -0.85–-0.49% · other way -0.53% (n=12)
11MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.3%
hist -2.47–+3.52% · other way +21.38% (n=12)
12Chevron CVX 📈 chartEquity▲ +1.2%
hist +0.02–+1.65% · other way -0.16% (n=12)
13Delta DAL 📈 chartEquity▼ -1.4%
hist -1.55–+2.01% · other way +5.53% (n=12)
14Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.9%
hist -2.19–+6.62% · other way -1.19% (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): Tech sector -2.2% · United Airlines -1.6% · ExxonMobil +1.4% · Chevron +1.2% · Delta -1.4% · High-yield credit -0.7%

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 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 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 Gabon coup d'etat 2023-08 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06 ExxonMobil posts most profitable year for any US oil company 2023-01 Nord Stream pipeline sabotage 2022-09 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 European gas crisis intraday record spike 2021-10 Myanmar military coup 2021-02 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 Thailand 2014 military coup 2014-05 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
CNY CNYSHORT-0.8% · 5d -0.2%72%35 0.42✓ matches cascade
COIN COINLONG+10.0% · 5d +3.1%71%20 0.37⚠ differs
AMD AMDSHORT-2.7% · 5d -1.2%71%36 0.34✓ matches cascade
HOOD HOODLONG+5.0% · 5d +0.5%67%20 0.31⚠ differs
TSM TSMSHORT-2.1% · 5d -2.9%66%35 0.25✓ matches cascade
JPM JPMLONG+2.1% · 5d +0.0%66%36 0.25⚠ differs
10y yield DGS10LONG+14bp · 5d +6bp63%40 0.24✓ matches cascade
NVDA NVDASHORT-2.7% · 5d -5.3%64%35 0.23✓ matches cascade
INR INRSHORT-0.3% · 5d +0.2% ↺ fades65%35 0.23✓ matches cascade
SOL SOLLONG+6.2% · 5d -4.7% ↺ fades66%21 0.22⚠ differs
CL CLSHORT-1.8% · 5d -1.2%62%35 0.20⚠ differs
ARM ARMSHORT-5.3% · 5d -7.6%67%8 0.20✓ matches cascade
US dollar DXYLONG+0.6% · 5d +0.4%61%40 0.19✓ matches cascade
MRVL MRVLSHORT-1.0% · 5d -2.5%62%35 0.19✓ 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.