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

What if energy costs and Chinese competition force a sharp de-rating of European autos and industrials?

Energy-intensive European autos and industrials de-rate sharply as cost inflation, Chinese competition and tariff exposure compress both margins and valuation multiples.

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 trade_war 87% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — trade_war ≈1.3449/yr → 87% in 18 mo87%
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. Energy-intensive European autos and industrials de-rate sharply as cost inflation, Chinese competition and tariff exposure compress both margins and valuation multiples. The trigger decomposes into signed root‑shocks — European energy ▲ · Industrial demand ▼ · Risk appetite ▼ · Trade tension ▲ — 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
1Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.3%
hist -0.86–-0.28% · other way +1.42% (n=11)
2Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -1.0%
hist -0.57–+0.43% · other way +1.45% (n=11)
3Tech sector XLK 📈 chartEquity▼ -0.9%
hist -0.57–+0.19% · other way +1.9% (n=11)
4Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -3.58–+4.8% · other way -1.59% (n=8)
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.95–+0.99% · other way +20.17% (n=11)
6Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.84–-0.17% · other way +6.4% (n=11)
7TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.8%
hist -0.6–-0.01% · other way +2.94% (n=11)
8Freeport (copper) FCX 📈 chartEquity▼ -0.7%
hist -2.73–+0.57% · other way +7.97% (n=11)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.7%
model prior · unmeasured
10AMD AMDon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.44–-0.24% · other way +5.17% (n=11)
11Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.78–+0.79% · other way -1.06% (n=9)
12Micron MUon Hyperliquid 📈 chartEquity▼ -0.7%
hist -5.23–+1.49% · other way +7.45% (n=11)
13Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.79–-0.07% · other way +9.57% (n=11)
14Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -3.61–+1.65% · other way +6.04% (n=8)

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 -0.9% · Freeport (copper) -0.7% · Chinese yuan -0.4% · Aussie dollar -0.2% · Turkish lira -0.2% · High-yield credit -0.2%

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.

Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Iran hostage crisis / US freezes Iranian assets 1979-11 1979 Iranian Revolution oil shock 1979-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Israel strikes Iran — Operation Rising Lion 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 India slashes gold import duty from 15% to 6% in 2024 budget 2024-07 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 Gold closes above $2,000/oz for the first time 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 Saudi-Russia oil price war 2020-03 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Mexican peso crash on Trump 2016 win 2016-11 OPEC abandons output defense, opting for market share vs US shale 2014-11 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Crude oil all-time high 2008-07 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 Platinum hits all-time record near $2,290 on South African power crisis 2008-03 South Africa Eskom power emergency spikes platinum/PGMs 2008-01 Amaranth Advisors natural-gas blowup 2006-09 Northeast blackout cascading grid failure hits ~55 million 2003-08 Soviet August coup attempt against Gorbachev 1991-08 1986 oil price collapse bottoms below $10 a barrel 1986-07 Chernobyl disaster 1986-04 1986 oil price collapse 1986-02 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Soviet invasion of Afghanistan 1979-12 Three Mile Island partial meltdown 1979-03 Iranian Revolution oil shock 1978-12 Nixon Shock 1971-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XPT XPTSHORT-5.6% · 5d -0.6%72%28 0.42✓ matches cascade
TRY TRYSHORT-1.1% · 5d +0.8% ↺ fades67%27 0.26✓ matches cascade
Bitcoin BTCSHORT-3.1% · 5d -2.5%67%19 0.24✓ matches cascade
SPX SPXLONG+0.2% · 5d -0.2% ↺ fades64%40 0.23⚠ differs
SMH SMHLONG+0.8% · 5d -0.2% ↺ fades63%28 0.22⚠ differs
CNY CNYSHORT-0.1% · 5d -0.1%61%28 0.22✓ matches cascade
XCU XCUSHORT-1.1% · 5d -0.3%61%28 0.22✓ matches cascade
High-yield credit HYGSHORT-0.5% · 5d -0.2%64%26 0.22✓ matches cascade
FCX FCXSHORT-2.2% · 5d -0.3%61%28 0.21✓ matches cascade
Volatility VIXLONG+3.2% · 5d +1.2%63%29 0.21✓ matches cascade
SOL SOLLONG+5.5% · 5d -5.2% ↺ fades63%13 0.18⚠ differs
AUD AUDSHORT-1.1% · 5d -0.2%60%27 0.18✓ matches cascade
MU MUSHORT-4.5% · 5d -1.5%60%32 0.17✓ matches cascade
XLK XLKLONG+0.5% · 5d -0.7% ↺ fades60%28 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.