🛢 Energy & Commodities risk-off · 0–6 months
A what‑if from the future

What if Stagflation oil shock, Brent jumps with growth rolling over?

A supply-driven Brent spike collides with slowing growth, producing a classic stagflationary mix; equities fall, breakevens rise, gold bids and central banks are boxed in between inflation and recession.

17%
our model probability
over 0–6 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 17% · 90% range 5–29% · 40 analogues · measured class energy 52% in 6 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 52% in 6 mo52%
Analyst prior · editorial share 34% of the class18%
Pooled · weight 87%17%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)17%
Published17%

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 0–6 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 supply-driven Brent spike collides with slowing growth, producing a classic stagflationary mix; equities fall, breakevens rise, gold bids and central banks are boxed in between inflation and recession. The trigger decomposes into signed root‑shocks — Inflation surprise ▲ · Oil supply risk ▲ · Recession signal ▲ · 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▲ +4.2%
hist +1.17–+2.51% · other way -4.99% (n=12)
2WTI crude CLon Hyperliquid 📈 chartCommodity▲ +3.4%
hist +1.21–+2.26% · other way -5.34% (n=12)
3Energy sector XLEon Hyperliquid 📈 chartEquity▲ +2.4%
hist +0.52–+2.24% · other way -2.19% (n=12)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.8%
hist -2.71–+2.93% · other way +29.33% (n=12)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.6%
hist -1.05–-0.44% · other way -0.46% (n=12)
6Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.5%
hist -2.42–+5.62% · other way +0.52% (n=12)
7United Airlines UAL 📈 chartEquity▼ -2.0%
hist -2.34–+2.82% · other way +11.38% (n=12)
8ExxonMobil XOM 📈 chartEquity▲ +1.8%
hist -0.09–+2.56% · other way -2.98% (n=12)
9Tech sector XLK 📈 chartEquity▼ -1.4%
hist -1.01–-0.04% · other way -0.47% (n=12)
10Chevron CVX 📈 chartEquity▲ +1.6%
hist +0.04–+2.05% · other way -0.33% (n=12)
11Delta DAL 📈 chartEquity▼ -1.8%
hist -1.23–+0.62% · other way +5.89% (n=12)
12Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -1.2%
model prior · unmeasured
13Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -1.1%
hist -0.8–-0.23% · other way +8.73% (n=12)
14Ether ETHon Hyperliquid 📈 chartCrypto▼ -1.1%
hist -1.28–-0.11% · other way +5.46% (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 -2.0% · ExxonMobil +1.8% · Tech sector -1.4% · Chevron +1.6% · Delta -1.8% · 30y Treasury yield +10bp

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 1990-91 recession onset 1990-07 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 1973-75 recession onset 1973-11 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 WTI crude futures settle negative as demand collapses 2020-04 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 China-led global 'Black Monday' rout 2015-08 Thailand 2014 military coup 2014-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
COIN COINLONG+10.0% · 5d +3.1%71%20 0.37⚠ differs
AMD AMDSHORT-3.0% · 5d -1.2%71%35 0.33✓ matches cascade
HOOD HOODLONG+5.0% · 5d +0.5%67%20 0.31⚠ differs
GBPUSD GBPUSDSHORT-0.8% · 5d -0.4%69%33 0.30✓ matches cascade
USDJPY USDJPYLONG+1.6% · 5d +0.5%66%33 0.28✓ matches cascade
US dollar DXYLONG+0.7% · 5d +0.5%65%40 0.27✓ matches cascade
EURUSD EURUSDSHORT-0.7% · 5d -0.2%67%33 0.26✓ matches cascade
AUD AUDSHORT-1.1% · 5d -0.5%66%33 0.25✓ matches cascade
INR INRSHORT-0.3% · 5d +0.2% ↺ fades66%33 0.24✓ matches cascade
30y yield DGS30LONG+14bp · 5d +6bp61%39 0.22✓ matches cascade
ARM ARMSHORT-5.3% · 5d -7.6%67%8 0.20✓ matches cascade
SOL SOLLONG+5.7% · 5d -4.5% ↺ fades63%22 0.18⚠ differs
10y yield DGS10LONG+14bp · 5d +7bp59%40 0.18✓ matches cascade
TSM TSMSHORT-1.4% · 5d -2.7%61%33 0.17✓ 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.