🛢 Energy & Commodities mixed · 1–3 years
A what‑if from the future

What if Gulf states heatwave breaches survivability wet-bulb limit?

An extreme Persian Gulf heatwave nears the wet-bulb survivability threshold, straining power grids, oil-sector labor and outdoor work in the region.

11%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 11% · 90% range 4–19% · 40 analogues · measured class agriculture 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — agriculture ≈1.9132/yr → 100% in 3 yr100%
Analyst prior · editorial share 11% of the class11%
Pooled · weight 87%12%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)12%
Published11%

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 1–3 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 mixed shock. An extreme Persian Gulf heatwave nears the wet-bulb survivability threshold, straining power grids, oil-sector labor and outdoor work in the region. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · 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▲ +1.2%
hist -2.37–+1.35% · other way +0.31% (n=11)
2WTI crude CLon Hyperliquid 📈 chartCommodity▲ +1.0%
hist -3.95–+1.48% · other way +4.52% (n=11)
3Energy sector XLEon Hyperliquid 📈 chartEquity▲ +0.7%
hist -1.29–+0.65% · other way +1.65% (n=11)
4Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.5%
hist +0.04–+0.36% · other way +0.53% (n=11)
5Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.4%
hist -0.28–+1.41% · other way +2.69% (n=11)
6United Airlines UAL 📈 chartEquity▼ -0.6%
hist -2.22–+4.47% · other way +7.01% (n=11)
7ExxonMobil XOM 📈 chartEquity▲ +0.5%
hist -0.09–+0.42% · other way -1.1% (n=12)
8Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -1.05–+2.42% · other way -4.83% (n=9)
9Chevron CVX 📈 chartEquity▲ +0.5%
hist +0.11–+0.3% · other way +0.62% (n=12)
10Delta DAL 📈 chartEquity▼ -0.5%
hist -1.43–+2.7% · other way +6.63% (n=11)
11Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
12MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.3%
hist -1.61–+4.28% · other way +17.55% (n=11)
13Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -0.58–+0.82% · other way +4.45% (n=9)
14Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.12–-0.07% · other way +0.07% (n=11)

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 -0.6% · ExxonMobil +0.5% · Chevron +0.5% · Delta -0.5% · Tech sector -0.1% · 30y Treasury yield +1bp

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.

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 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Saudi-Russia oil price war 2020-03 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 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 1986 oil price collapse 1986-02 Gold peaks at $850 1980-01 Soviet invasion of Afghanistan 1979-12 1979 Iranian Revolution oil shock 1979-01 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 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 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 Russia invasion sends wheat to record high 2022-03 Burkina Faso coup d'etat 2022-01 Houthi drone-and-missile attack on Abu Dhabi oil sites lifts Brent to 7-year high 2022-01 Mali coup d'etat 2020-08 Gold closes above $2,000/oz for the first time 2020-08 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 IPBES warns ~1 million species face extinction 2019-05 Bitcoin Cash hash war capitulation 2018-11 China retaliates: $50B tariff list incl. soybeans 2018-04 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Volatility VIXLONG+3.6% · 5d +2.9%69%34 0.34·
XLE XLESHORT-1.4% · 5d -0.5%64%33 0.26⚠ differs
CL CLSHORT-3.9% · 5d -1.8%65%33 0.25⚠ differs
BRENT BRENTSHORT-2.7% · 5d -1.4%61%33 0.19⚠ differs
High-yield credit HYGSHORT-0.6% · 5d -0.2%62%33 0.19·
CORN CORNLONG+1.1% · 5d -0.5% ↺ fades59%33 0.18✓ matches cascade
10y yield DGS10LONG+12bp · 5d +6bp59%40 0.18✓ matches cascade
MSTR MSTRLONG+4.1% · 5d -3.3% ↺ fades61%33 0.16⚠ differs
XLK XLKLONG+0.5% · 5d -0.6% ↺ fades59%33 0.14⚠ differs
SOL SOLLONG+2.4% · 5d -6.0% ↺ fades60%20 0.13⚠ differs
NDX NDXSHORT+-0.0% · 5d -1.0%58%36 0.11✓ matches cascade
30y yield DGS30LONG+9bp · 5d +5bp55%40 0.10✓ matches cascade
UAL UALLONG+4.6% · 5d +0.2%55%33 0.09⚠ differs
DAL DALLONG+2.8% · 5d +0.2%55%33 0.09⚠ 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.