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

What if European auto OEMs and suppliers face a fallen-angel downgrade wave?

European auto OEMs and suppliers face a downgrade wave into fallen-angel territory as EV competition, China weakness, and tariffs erode margins, flooding euro HY with new supply.

12%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 12% · 90% range 4–20% · 40 analogues · measured class trade_war 98% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — trade_war ≈1.3449/yr → 98% in 3 yr98%
Analyst prior · editorial share 11% of the class11%
Pooled · weight 87%12%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)12%
Published12%

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. European auto OEMs and suppliers face a downgrade wave into fallen-angel territory as EV competition, China weakness, and tariffs erode margins, flooding euro HY with new supply. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Industrial demand ▼ · Recession signal ▲ · 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 -0.81–-0.12% · other way +0.29% (n=11)
2Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.75–+1.11% · other way +2.85% (n=11)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.9%
hist -3.95–+1.08% · other way +27.34% (n=11)
4Tech sector XLK 📈 chartEquity▼ -0.8%
hist -0.66–+0.23% · other way +0.38% (n=11)
5High-yield credit HYG 📈 chartRate▼ -0.8%
hist -0.49–-0.22% · other way -0.33% (n=11)
6Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.8%
hist -1.52–+2.74% · other way +2.29% (n=11)
7Financials XLF 📈 chartEquity▼ -0.7%
hist -1.12–+0.05% · other way -0.05% (n=11)
8TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.49–-0.02% · other way +2.38% (n=11)
9Freeport (copper) FCX 📈 chartEquity▼ -0.6%
hist -1.51–+0.23% · other way +0.06% (n=11)
10Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.6%
hist -2.13–+5.4% · other way -6.09% (n=11)
11Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.83–+0.52% · other way -4.57% (n=9)
12AMD AMDon Hyperliquid 📈 chartEquity▼ -0.6%
hist -1.36–+1.88% · other way -0.35% (n=11)
13Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.6%
hist -1.29–+2.87% · other way +3.79% (n=11)
14Micron MUon Hyperliquid 📈 chartEquity▼ -0.6%
hist -1.58–+2.82% · other way +2.73% (n=11)

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 -0.8% · High-yield credit -0.8% · Financials -0.7% · Freeport (copper) -0.6% · Chinese yuan -0.4% · JPMorgan -0.4%

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 Greece first EU/IMF bailout 2010-05 Northern Rock bank run 2007-09 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 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 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 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Kaisa Group offshore default 2021-12 Gold closes above $2,000/oz for the first time 2020-08 WTI crude futures settle negative as demand collapses 2020-04 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 China-led global 'Black Monday' rout 2015-08 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04 HSBC subprime profit warning 2007-02 Turkey lets the lira float 2001-02 Mexico $50bn international rescue package 1995-01 Soviet August coup attempt against Gorbachev 1991-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XCU XCUSHORT-2.8% · 5d -0.9%69%38 0.34✓ matches cascade
JPM JPMSHORT-0.8% · 5d -1.3%64%40 0.25✓ matches cascade
XLF XLFSHORT-0.7% · 5d -0.8%62%38 0.23✓ matches cascade
ETH ETHSHORT-3.0% · 5d -3.2%64%12 0.22✓ matches cascade
SMH SMHLONG+1.4% · 5d -0.8% ↺ fades62%38 0.20⚠ differs
FCX FCXSHORT-1.1% · 5d -0.1%61%38 0.20✓ matches cascade
AVGO AVGOLONG+2.9% · 5d -1.1% ↺ fades60%28 0.18⚠ differs
Gold XAULONG+0.5% · 5d +0.3%58%38 0.16·
SOL SOLSHORT-2.8% · 5d -7.0%61%11 0.15✓ matches cascade
INTC INTCSHORT-1.2% · 5d -1.4%58%40 0.14✓ matches cascade
Bitcoin BTCSHORT-1.9% · 5d -1.2%57%17 0.12✓ matches cascade
MSTR MSTRSHORT-3.3% · 5d -3.0%57%38 0.11✓ matches cascade
NVDA NVDALONG+3.0% · 5d -2.7% ↺ fades57%38 0.11⚠ differs
10y yield DGS10SHORT-6bp · 5d +2bp ↺ fades57%40 0.11·

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.