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

What if Germany's industrial production falls more than 8% as energy costs and China demand weaken?

Germany's energy-intensive manufacturing base contracts sharply as elevated gas costs and weak Chinese demand push industrial production down over 8% year-on-year, deepening a second consecutive year of recession.

16%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 16% · 90% range 6–26% · 40 analogues · measured class energy 89% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 89% in 18 mo89%
Analyst prior · editorial share 18% of the class16%
Pooled · weight 87%16%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)16%
Published16%

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. Germany's energy-intensive manufacturing base contracts sharply as elevated gas costs and weak Chinese demand push industrial production down over 8% year-on-year, deepening a second consecutive year of recession. The trigger decomposes into signed root‑shocks — China growth ▼ · European energy ▲ · Industrial demand ▼ · Recession signal ▲ — 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
1Freeport (copper) FCX 📈 chartEquity▼ -1.0%
hist -1.55–+0.07% · other way -0.74% (n=11)
2Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.6%
hist -1.25–+0.14% · other way +0.64% (n=11)
3Financials XLF 📈 chartEquity▼ -0.4%
hist -0.58–+-0.0% · other way +0.58% (n=11)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.4–+0.02% · other way +21.08% (n=11)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -5.1–+1.5% · other way -1.52% (n=10)
6Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.31–+0.2% · other way -0.13% (n=11)
7Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.3%
hist +0.03–+0.4% · other way -7.85% (n=11)
8Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
9High-yield credit HYG 📈 chartRate▼ -0.3%
hist -0.29–+0.06% · other way -0.49% (n=11)
10Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -6.59–+2.15% · other way +3.35% (n=10)
11China internet KWEBon Hyperliquid 📈 chartEquity▼ -0.3%
hist -2.05–+0.55% · other way +0.68% (n=10)
12Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -4.03–+1.13% · other way +6.17% (n=10)
13Aussie dollar AUD 📈 chartFX▼ -0.2%
hist -0.48–+0.08% · other way -1.04% (n=11)
14Platinum XPTon Hyperliquid 📈 chartCommodity▼ -0.2%
hist -1.34–+0.29% · other way +3.91% (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) -1.0% · Financials -0.4% · High-yield credit -0.3% · Aussie dollar -0.2% · Tech sector -0.2% · JPMorgan -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.

WTI crude futures settle negative as demand collapses 2020-04 August 24, 2015 ETF flash crash 2015-08 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 Israel strikes Iran — Operation Rising Lion 2025-06 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 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 ASML bookings-miss crash 2024-10 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 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 Offshore yuan hits a record low 2022-11 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 Alibaba upsizes buyback to record $25 billion 2022-03 Kaisa Group offshore default 2021-12 Evergrande debt crisis - global selloff 2021-09 Didi removed from China app stores after NYSE IPO 2021-07 China's Sichuan Bitcoin-mining ban completes the 2021 crackdown 2021-06 Bitcoin May 2021 crash 2021-05 Copper tops $10,000 a tonne for the first time since 2011 2021-04 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 Apple cuts revenue guidance on China weakness 2019-01 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China stock-market circuit-breaker fiasco 2016-01 China's PBOC reveals 57% jump in gold reserves after six-year silence 2015-07 Shanghai A-share bubble peak / crash begins 2015-06 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XPT XPTSHORT-1.1% · 5d +0.4% ↺ fades64%38 0.24✓ matches cascade
KWEB KWEBSHORT-1.8% · 5d -1.4%61%34 0.21✓ matches cascade
Bitcoin BTCSHORT-3.5% · 5d -3.9%63%33 0.20✓ matches cascade
XCU XCUSHORT-0.9% · 5d -0.9%62%38 0.19✓ matches cascade
JPM JPMSHORT-1.2% · 5d -0.6%62%38 0.19✓ matches cascade
SOL SOLSHORT-4.5% · 5d -13.2%62%23 0.17✓ matches cascade
ETH ETHSHORT-5.9% · 5d -6.6%60%26 0.16✓ matches cascade
Gold XAULONG+1.1% · 5d +0.2%59%38 0.16·
XPD XPDSHORT-1.4% · 5d -2.0%58%38 0.12✓ matches cascade
XLF XLFSHORT-0.3% · 5d -0.2%56%38 0.11✓ matches cascade
10y yield DGS10SHORT-1bp · 5d +2bp ↺ fades57%40 0.11·
XLK XLKLONG+0.5% · 5d -0.6% ↺ fades55%38 0.09⚠ differs
EURUSD EURUSDSHORT-0.1% · 5d +0.2% ↺ fades55%38 0.09✓ matches cascade
NDX NDXLONG+0.4% · 5d -0.9% ↺ fades55%38 0.08⚠ 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.