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

What if Mideast escalation spikes oil and hits airlines while lifting defense?

A Gulf escalation simultaneously spikes jet fuel (hurting airlines) and drives defense and air-defense orders, a divergent sector outcome within the lane.

26%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 26% · 90% range 12–41% · 40 analogues · measured class defense 84% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — defense ≈1.2155/yr → 84% in 18 mo84%
Analyst prior · editorial share 33% of the class28%
Pooled · weight 87%27%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)27%
Published26%

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. A Gulf escalation simultaneously spikes jet fuel (hurting airlines) and drives defense and air-defense orders, a divergent sector outcome within the lane. The trigger decomposes into signed root‑shocks — Defense spending ▲ · Geopolitical risk ▲ · Jet fuel ▲ · 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
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +6.6%
hist +0.74–+6.72% · other way -10.38% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -2.8%
hist -1.71–-0.93% · other way +0.13% (n=12)
3Brent crude BRENTon Hyperliquid 📈 chartCommodity▲ +2.4%
hist -0.76–+1.71% · other way -1.15% (n=12)
4Tech sector XLK 📈 chartEquity▼ -2.1%
hist -1.31–-0.76% · other way +0.17% (n=12)
5WTI crude CLon Hyperliquid 📈 chartCommodity▲ +2.0%
hist -2.16–+1.82% · other way +2.17% (n=12)
6S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -1.5%
hist -1.23–-0.41% · other way +0.95% (n=12)
7United Airlines UAL 📈 chartEquity▼ -1.5%
hist -2.68–+4.51% · other way +5.49% (n=12)
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.4%
hist -2.53–+3.9% · other way +16.28% (n=12)
9Delta DAL 📈 chartEquity▼ -1.3%
hist -1.3–+1.8% · other way +5.38% (n=12)
10Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.2%
hist -0.97–+0.98% · other way -1.62% (n=10)
11Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -1.3%
hist -0.83–-0.39% · other way +0.18% (n=12)
12Energy sector XLEon Hyperliquid 📈 chartEquity▲ +1.4%
hist +0.51–+0.91% · other way +0.47% (n=12)
13Lockheed LMT 📈 chartEquity▲ +1.2%
hist -0.55–+3.03% · other way -4.05% (n=12)
14Northrop NOC 📈 chartEquity▲ +1.0%
hist +0.21–+0.89% · other way -0.54% (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 gold hedge.
Also moves (not yet on Hyperliquid): Tech sector -2.1% · United Airlines -1.5% · Delta -1.3% · Lockheed +1.2% · Northrop +1.0% · ExxonMobil +1.0%

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 OPEC abandons output defense, opting for market share vs US shale 2014-11 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 1979 Iranian Revolution oil shock 1979-01 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 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Hezbollah pager and device explosions across Lebanon 2024-09 Niger coup d'etat 2023-07 Saudi-Russia oil price war 2020-03 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Egyptian revolution / Mubarak uprising 2011-01 Soviet August coup attempt against Gorbachev 1991-08 Operation Desert Storm begins 1991-01 1986 oil price collapse 1986-02 Silver Thursday 1980-03 Soviet invasion of Afghanistan 1979-12 Volcker Saturday Night Special 1979-10 Iranian Revolution oil shock 1978-12 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Operation Sindoor: India strikes Pakistan after Pahalgam attack 2025-05 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Trump 'Taiwan should pay for defense' chip selloff 2024-07 April 2024 Iranian drone-and-missile barrage on Israel 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 RTX takes $3B charge on Pratt & Whitney GTF engine flaw 2023-09 Gabon coup d'etat 2023-08 Wagner Group mutiny against the Kremlin 2023-06 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 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 China fires ballistic missiles into Japan's EEZ during Taiwan drills 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 Tin hits nominal record on LME above $48,000/t 2022-03
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
INTC INTCSHORT-4.7% · 5d -1.3%69%34 0.35✓ matches cascade
Volatility VIXLONG+3.4% · 5d +1.0%68%32 0.30✓ matches cascade
COIN COINLONG+8.3% · 5d +3.2%67%25 0.28⚠ differs
10y yield DGS10LONG+15bp · 5d +9bp63%40 0.26✓ matches cascade
High-yield credit HYGSHORT-0.6% · 5d -0.2%66%30 0.23✓ matches cascade
GBPUSD GBPUSDSHORT-0.6% · 5d -0.2%64%30 0.23✓ matches cascade
AMD AMDSHORT-1.4% · 5d -1.3%64%34 0.22✓ matches cascade
30y yield DGS30LONG+16bp · 5d +9bp61%40 0.21✓ matches cascade
JPM JPMLONG+2.1% · 5d +0.2%62%34 0.20⚠ differs
Gold XAUSHORT-0.4% · 5d -1.1%62%30 0.19⚠ differs
MRVL MRVLSHORT-0.5% · 5d -2.6%62%30 0.17✓ matches cascade
AUD AUDSHORT-1.2% · 5d -0.5%60%30 0.17✓ matches cascade
ARM ARMSHORT-5.7% · 5d -7.0%63%12 0.17✓ matches cascade
XLF XLFLONG+0.4% · 5d +0.1%60%30 0.16⚠ 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.