📈 Markets & Finance risk-off · 1–3 years
A what‑if from the future

What if Stagflation EM contagion: importers squeezed by oil and a strong dollar?

An energy-led inflation shock and strong dollar squeeze oil-importing emerging markets, forcing pro-cyclical hikes that deepen a stagflationary EM downturn.

13%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 13% · 90% range 5–21% · 40 analogues · measured class banking_crisis 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — banking_crisis ≈4.5338/yr → 100% in 3 yr100%
Analyst prior · editorial share 13% of the class13%
Pooled · weight 87%13%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)13%
Published13%

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 risk-off shock. An energy-led inflation shock and strong dollar squeeze oil-importing emerging markets, forcing pro-cyclical hikes that deepen a stagflationary EM downturn. The trigger decomposes into signed root‑shocks — EM currencies ▼ · Credit spreads ▲ · 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▲ +2.4%
hist -2.33–+1.19% · other way -4.58% (n=12)
2WTI crude CLon Hyperliquid 📈 chartCommodity▲ +2.0%
hist -3.01–+1.43% · other way -4.09% (n=12)
3Energy sector XLEon Hyperliquid 📈 chartEquity▲ +1.4%
hist -0.86–+0.95% · other way -1.79% (n=12)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.2%
hist -1.51–+1.25% · other way +32.01% (n=12)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.9%
hist -0.58–-0.34% · other way -0.01% (n=12)
6Turkish lira TRY 📈 chartFX▼ -0.8%
hist -1.29–+0.06% · other way -0.83% (n=12)
7Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -1.75–+0.34% · other way -2.33% (n=11)
8United Airlines UAL 📈 chartEquity▼ -1.2%
hist -1.76–+2.51% · other way +11.69% (n=12)
9ExxonMobil XOM 📈 chartEquity▲ +1.0%
hist +0.16–+0.58% · other way -2.53% (n=12)
10Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.7%
model prior · unmeasured
11Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -5.51–+1.47% · other way +8.96% (n=11)
12Chevron CVX 📈 chartEquity▲ +0.9%
hist +0.03–+0.69% · other way -0.38% (n=12)
13Tech sector XLK 📈 chartEquity▼ -0.8%
hist -0.63–+0.14% · other way +0.16% (n=12)
14Indian rupee INR 📈 chartFX▼ -0.7%
hist -0.68–-0.12% · other way -0.55% (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): Turkish lira -0.8% · United Airlines -1.2% · ExxonMobil +1.0% · Chevron +0.9% · Tech sector -0.8% · Indian rupee -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 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 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 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 Kaisa Group offshore default 2021-12 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 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Portugal requests EU-IMF bailout 2011-04 Libya civil war halts output and lifts Brent above $100 2011-02
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
COIN COINLONG+9.5% · 5d +4.6%74%18 0.41⚠ differs
BRENT BRENTSHORT-2.8% · 5d -1.8%70%35 0.34⚠ differs
CNY CNYSHORT-0.8% · 5d -0.1%66%35 0.32✓ matches cascade
AMD AMDSHORT-1.0% · 5d -0.5%69%36 0.29✓ matches cascade
CL CLSHORT-3.4% · 5d -2.5%68%35 0.28⚠ differs
HOOD HOODLONG+4.2% · 5d -0.9% ↺ fades63%18 0.24⚠ differs
DAL DALLONG+2.0% · 5d -0.5% ↺ fades64%35 0.22⚠ differs
GBPUSD GBPUSDSHORT-0.5% · 5d -0.2%62%35 0.20✓ matches cascade
XLE XLESHORT-1.4% · 5d -1.5%61%35 0.19⚠ differs
Bitcoin BTCSHORT-4.7% · 5d -4.4%62%28 0.19✓ matches cascade
ETH ETHSHORT-4.1% · 5d -3.5%63%24 0.18✓ matches cascade
USDJPY USDJPYLONG+1.4% · 5d +0.1%59%35 0.18✓ matches cascade
ARM ARMSHORT-4.6% · 5d -7.0%62%7 0.15✓ matches cascade
US dollar DXYLONG+0.5% · 5d +0.2%58%40 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.