🏛 Central Banks & Macro risk-off · 6–18 months
A what‑if from the future

What if persistently high energy costs erode the competitiveness of Italy's manufacturing exporters?

Persistently high energy costs erode the competitiveness of Italy's manufacturing exporters versus lower-cost rivals, widening the trade gap and dragging on growth.

9%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 9% · 90% range 1–17% · 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 9% of the class8%
Pooled · weight 87%9%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)9%
Published9%

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. Persistently high energy costs erode the competitiveness of Italy's manufacturing exporters versus lower-cost rivals, widening the trade gap and dragging on growth. The trigger decomposes into signed root‑shocks — European energy ▲ · 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▼ -1.0%
hist -0.71–-0.08% · other way -0.13% (n=11)
2Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.8%
hist -0.58–+0.84% · other way +0.57% (n=11)
3Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.5–+0.41% · other way -0.79% (n=11)
4TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.6–+0.44% · other way +0.81% (n=11)
5Freeport (copper) FCX 📈 chartEquity▼ -0.6%
hist -0.66–+0.45% · other way -0.74% (n=11)
6Tech sector XLK 📈 chartEquity▼ -0.7%
hist -0.46–+0.47% · other way -0.11% (n=11)
7Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.6%
hist -1.21–+0.16% · other way -2.82% (n=10)
8AMD AMDon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.44–-0.1% · other way -2.31% (n=11)
9Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.96–+1.43% · other way +1.04% (n=11)
10Micron MUon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.72–+0.38% · other way -0.48% (n=11)
11Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.93–+0.1% · other way +3.7% (n=11)
12ASML ASMLon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.83–+0.07% · other way -3.83% (n=11)
13Chinese yuan CNY 📈 chartFX▼ -0.4%
hist -0.32–-0.1% · other way -0.75% (n=11)
14EUR/USD EURUSDon Hyperliquid 📈 chartFX▼ -0.4%
hist -0.6–+0.04% · other way -1.08% (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): Freeport (copper) -0.6% · Tech sector -0.7% · Chinese yuan -0.4% · Financials -0.2% · High-yield credit -0.2% · Aussie dollar -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 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 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 China-led global 'Black Monday' rout 2015-08 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 Greek sovereign debt crisis / first EU-IMF bailout 2010-05 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 1990-91 recession onset 1990-07 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XCU XCUSHORT-1.3% · 5d -0.3%64%32 0.26✓ matches cascade
SMH SMHLONG+1.1% · 5d +0.1%64%32 0.23⚠ differs
XLK XLKLONG+0.7% · 5d -0.6% ↺ fades61%32 0.19⚠ differs
AMD AMDSHORT-0.2% · 5d -0.1%61%38 0.18✓ matches cascade
BABA BABASHORT-0.8% · 5d -1.6%59%21 0.16✓ matches cascade
Gold XAULONG+0.3% · 5d -0.0% ↺ fades58%32 0.16·
NVDA NVDALONG+0.7% · 5d -3.1% ↺ fades60%32 0.15⚠ differs
Bitcoin BTCSHORT-0.6% · 5d -2.1%59%21 0.14✓ matches cascade
MU MUSHORT-1.3% · 5d -1.5%57%37 0.13✓ matches cascade
CNY CNYSHORT-0.1% · 5d -0.1%57%32 0.13✓ matches cascade
EURUSD EURUSDSHORT-0.4% · 5d +0.1% ↺ fades57%31 0.13✓ matches cascade
Volatility VIXLONG+1.4% · 5d +2.0%58%34 0.13✓ matches cascade
XLF XLFSHORT-0.0% · 5d +0.0% ↺ fades57%32 0.13✓ matches cascade
AUD AUDSHORT-0.7% · 5d -0.0%57%31 0.13✓ 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.