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

What if luxury spending collapses in China and the US?

A 30% drop in US/China luxury spend guts the high-end discretionary complex — the cleanest trade is short European luxury (LVMH, Kering, Richemont, Hermes) and Swiss watch exporters, since China is ~25-35% of global luxury demand. Rhymes with the 2015-16 China anti-corruption/slowdown shock that cratered watch exports and Swatch/Richemont. Transmission: China demand funds European luxury margins; a Chinese consumer retrenchment hits Paris-listed names and the CHF watch supply chain harder than US discretionary. The copper/AUD China-growth cascade is a reasonable second-order read.

19%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 19% · 90% range 4–34% · 19 analogues · measured class recession 94% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — recession ≈1.9335/yr → 94% in 18 mo94%
Analyst prior · editorial share 23% of the class22%
Pooled · weight 76%20%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)20%
Published19%

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. Chinese and US luxury spending falls 30%, gutting the high-end discretionary complex from handbags to watches to spirits. The trigger decomposes into signed root‑shocks — China growth ▼ · 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▼ -0.8%
hist -3.72–+1.48% · other way +0.86% (n=12)
2Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.7%
hist -1.05–+0.05% · other way +3.0% (n=12)
3China internet KWEBon Hyperliquid 📈 chartEquity▼ -0.6%
hist -2.5–+1.03% · other way -0.3% (n=12)
4Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.71–-0.05% · other way -2.98% (n=12)
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -2.28–+3.38% · other way +23.21% (n=12)
6Aussie dollar AUD 📈 chartFX▼ -0.4%
hist -0.9–+0.18% · other way -0.93% (n=12)
7Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -17.01–+9.05% · other way -2.36% (n=12)
8Financials XLF 📈 chartEquity▼ -0.3%
hist -0.34–-0.08% · other way +0.07% (n=12)
9Chinese yuan CNY 📈 chartFX▼ -0.3%
hist -0.45–-0.03% · other way -0.75% (n=12)
10Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
11Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -12.47–+6.35% · other way +3.62% (n=12)
12Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -5.61–+3.36% · other way +4.72% (n=12)
13Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -1.2–+0.35% · other way -0.31% (n=12)
14WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.2%
hist -2.25–+1.06% · other way -0.86% (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): Freeport (copper) -0.8% · Aussie dollar -0.4% · Financials -0.3% · Chinese yuan -0.3% · High-yield credit -0.3% · Tech sector -0.1%

Why we may diverge from history

Trust the cascade: history's VIX-down prints come from non-China-demand events (Didi, ASML), a contaminated sample; a 30% luxury-spend collapse is a genuine discretionary shock that lifts vol and sinks FCX copper.

Historical precedent — what analogous events actually did

Across 19 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.

August 24, 2015 ETF flash crash 2015-08 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 ASML bookings-miss crash 2024-10 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 Bitcoin May 2021 crash 2021-05 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Apple cuts revenue guidance on China weakness 2019-01 China stock-market circuit-breaker fiasco 2016-01 Shanghai A-share bubble peak / crash begins 2015-06 Greek sovereign debt crisis / first EU-IMF bailout 2010-05 October 27, 1997 mini-crash 1997-10 Asian financial crisis - Thai baht float 1997-07 Tiananmen Square crackdown 1989-06 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-16.8% · 5d -22.6%78%9 0.41✓ matches cascade
ETH ETHSHORT-12.2% · 5d -12.0%73%11 0.38✓ matches cascade
US dollar DXYLONG+0.6% · 5d -0.1% ↺ fades68%19 0.32·
Volatility VIXSHORT-4.0% · 5d +5.0% ↺ fades65%17 0.24⚠ differs
High-yield credit HYGSHORT-0.3% · 5d +0.1% ↺ fades67%15 0.23✓ matches cascade
MSTR MSTRLONG+3.8% · 5d -6.0% ↺ fades60%15 0.17⚠ differs
CL CLSHORT-2.1% · 5d -2.5%60%15 0.17✓ matches cascade
SMH SMHLONG+0.0% · 5d -0.3% ↺ fades60%15 0.17⚠ differs
AUD AUDSHORT-0.6% · 5d -0.4%60%15 0.16✓ matches cascade
XLF XLFSHORT-0.1% · 5d -0.8%60%15 0.16✓ matches cascade
XCU XCUSHORT-0.6% · 5d -1.9%60%15 0.15✓ matches cascade
Gold XAULONG+0.9% · 5d +0.8%60%15 0.15·
NDX NDXSHORT-1.0% · 5d -1.6%58%19 0.14✓ matches cascade
KWEB KWEBSHORT-2.1% · 5d -3.5%57%14 0.13✓ matches cascade

Why this probability

China luxury already weak; a full 30% US+China drop is steep but plausible in slowdown; moderate. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

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.