🏛 Central Banks & Macro risk-off · 1–3 years
A what‑if from the future

What if China's consumption vouchers and trade-in schemes fail to lift spending?

Targeted consumption vouchers and trade-in schemes prove too small and short-lived to durably lift household spending, leaving the rebalancing toward consumption stalled.

13%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 13% · 90% range 2–25% · 19 analogues · measured class recession 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — recession ≈1.9335/yr → 100% in 3 yr100%
Analyst prior · editorial share 14% of the class14%
Pooled · weight 76%14%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)14%
Published13%

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. Targeted consumption vouchers and trade-in schemes prove too small and short-lived to durably lift household spending, leaving the rebalancing toward consumption stalled. The trigger decomposes into signed root‑shocks — China growth ▼ · China stimulus ▼ · Consumer spending ▼ · 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▼ -0.9%
hist -3.74–+1.47% · other way +0.86% (n=12)
2Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.7%
hist -1.07–+0.04% · other way +3.0% (n=12)
3China internet KWEBon Hyperliquid 📈 chartEquity▼ -0.7%
hist -2.52–+1.02% · other way -0.3% (n=12)
4Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.72–-0.06% · other way -2.98% (n=12)
5Aussie dollar AUD 📈 chartFX▼ -0.4%
hist -0.91–+0.18% · other way -0.93% (n=12)
6Chinese yuan CNY 📈 chartFX▼ -0.3%
hist -0.41–+-0.0% · other way -0.75% (n=12)
7WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.2%
hist -2.23–+1.07% · other way -0.86% (n=12)
8Financials XLF 📈 chartEquity▼ -0.2%
hist -0.26–-0.03% · other way +0.07% (n=12)
9S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.42–+0.56% · other way +0.52% (n=12)
10Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -16.89–+9.12% · other way -2.36% (n=12)
11High-yield credit HYG 📈 chartRate▼ -0.2%
hist -0.38–+0.05% · other way -0.42% (n=12)
12MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.2%
hist -2.16–+3.58% · other way +23.21% (n=12)
13Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.2%
hist -4.19–+1.79% · other way +2.35% (n=12)
14Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.2%
hist -0.13–-0.04% · other way +2.49% (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) -0.9% · Aussie dollar -0.4% · Chinese yuan -0.3% · Financials -0.2% · High-yield credit -0.2%

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
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
CL CLSHORT-2.1% · 5d -2.5%60%15 0.17✓ matches cascade
MSTR MSTRLONG+3.8% · 5d -6.0% ↺ fades60%15 0.17⚠ differs
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
BABA BABASHORT-0.3% · 5d -3.6%57%14 0.12✓ 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.