🏛 Central Banks & Macro mixed · 3–10 years
A what‑if from the future

What if China's demographic drag turns it into a structural deflation exporter?

Weak domestic demand from an aging, deleveraging China keeps factory-gate prices falling, exporting deflation to trading partners and complicating DM central banks' inflation fight.

29%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 29% · 90% range 12–46% · 20 analogues · measured class deflation 98% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 98% in 10 yr98%
Analyst prior · editorial share 27% of the class26%
Pooled · weight 77%30%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)30%
Published29%

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 3–10 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 mixed shock. Weak domestic demand from an aging, deleveraging China keeps factory-gate prices falling, exporting deflation to trading partners and complicating DM central banks' inflation fight. The trigger decomposes into signed root‑shocks — China growth ▼ · Global growth ▼ · Inflation expectations ▼ · Risk appetite ▼ — 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▼ -0.4%
hist -4.1–+1.76% · other way +2.46% (n=11)
2Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -1.34–+0.42% · other way +2.75% (n=11)
3China internet KWEBon Hyperliquid 📈 chartEquity▼ -0.3%
hist -2.06–+1.05% · other way -2.56% (n=10)
4Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.3%
hist -1.22–+0.47% · other way -0.56% (n=10)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -16.89–+9.12% · other way -6.09% (n=10)
6Aussie dollar AUD 📈 chartFX▼ -0.2%
hist -0.75–+0.23% · other way -0.61% (n=11)
7Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.2%
hist -0.24–-0.02% · other way +2.05% (n=11)
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.2%
hist -1.96–+3.11% · other way +6.92% (n=11)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.2%
model prior · unmeasured
10Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -1.17–+0.33% · other way -0.54% (n=11)
11Turkish lira TRY 📈 chartFX▼ -0.2%
hist -0.3–+0.22% · other way +0.85% (n=11)
1230y Treasury yield DGS30 📈 chartRate▼ -1bp
hist -14.03–+5.12% · other way +19.4% (n=12)
1310y Treasury yield DGS10 📈 chartRate▼ -1bp
hist -12.1–+4.4% · other way +22.1% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Long
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): Freeport (copper) -0.4% · Aussie dollar -0.2% · Turkish lira -0.2% · 30y Treasury yield -1bp · 10y Treasury yield -1bp

Historical precedent — what analogous events actually did

Across 20 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 SNB introduces negative interest rates 2014-12 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+0.7% · 5d +-0.0% ↺ fades70%20 0.36·
XCU XCUSHORT-1.1% · 5d -2.0%62%16 0.19✓ matches cascade
AUD AUDSHORT-0.6% · 5d -0.5%62%16 0.19✓ matches cascade
Gold XAULONG+1.2% · 5d +0.6%62%16 0.19·
Volatility VIXSHORT-3.6% · 5d +3.7% ↺ fades61%18 0.18·
BABA BABASHORT-1.0% · 5d -3.8%60%15 0.17✓ matches cascade
NDX NDXSHORT-1.0% · 5d -1.6%60%20 0.17✓ matches cascade
High-yield credit HYGSHORT-0.2% · 5d +0.1% ↺ fades62%16 0.17·
Bitcoin BTCSHORT-6.1% · 5d -5.0%60%15 0.15·
FCX FCXSHORT-3.8% · 5d -3.1%56%18 0.10✓ matches cascade
MSTR MSTRLONG+3.3% · 5d -6.1% ↺ fades56%16 0.10⚠ differs
30y yield DGS30SHORT-13bp · 5d -9bp55%20 0.10✓ matches cascade
10y yield DGS10SHORT-11bp · 5d -10bp55%20 0.09✓ 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.