📈 Markets & Finance risk-off · 1–3 years
A what‑if from the future

What if LGFV refinancing stress freezes China local-government construction?

Mounting local-government financing-vehicle debt and shrinking land revenue force a halt to infrastructure and construction projects, deepening the property-demand collapse; the credit freeze drags China growth and industrial-metals demand.

26%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 26% · 90% range 15–36% · 40 analogues · measured class growth 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — growth ≈1.8868/yr → 100% in 3 yr100%
Analyst prior · editorial share 26% of the class26%
Pooled · weight 87%26%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)26%
Published26%

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. Mounting local-government financing-vehicle debt and shrinking land revenue force a halt to infrastructure and construction projects, deepening the property-demand collapse; the credit freeze drags China growth and industrial-metals demand. The trigger decomposes into signed root‑shocks — China growth ▼ · Credit spreads ▲ · Industrial demand ▼ · 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▼ -1.1%
hist -4.97–+1.04% · other way +9.52% (n=10)
2Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.7%
hist -3.18–+0.52% · other way +0.72% (n=10)
3Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -12.45–+2.31% · other way -6.07% (n=4)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.6%
hist -1.55–+2.32% · other way +19.86% (n=10)
5Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.5%
model prior · unmeasured
6China internet KWEBon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.24–+0.28% · other way -0.37% (n=4)
7Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -0.92–+0.18% · other way +2.43% (n=10)
8Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.4%
hist -0.64–+1.8% · other way -9.52% (n=10)
9Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.62–+0.67% · other way -5.48% (n=4)
10Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -6.83–+1.78% · other way +7.57% (n=4)
11Aussie dollar AUD 📈 chartFX▼ -0.4%
hist -0.46–-0.01% · other way +0.26% (n=9)
12High-yield credit HYG 📈 chartRate▼ -0.4%
hist -0.56–+0.02% · other way +1.76% (n=8)
13Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -5.22–+1.73% · other way +14.02% (n=4)
14Tech sector XLK 📈 chartEquity▼ -0.3%
hist -0.24–+0.05% · other way +2.53% (n=10)

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) -1.1% · Aussie dollar -0.4% · High-yield credit -0.4% · Tech sector -0.3% · Financials -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.

Kaisa Group offshore default 2021-12 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 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 ASML bookings-miss crash 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Evergrande ordered to liquidate 2024-01 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Offshore yuan hits a record low 2022-11 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 China homebuyer mortgage boycott spreads 2022-07 Sunac China dollar-bond default 2022-05 Alibaba upsizes buyback to record $25 billion 2022-03 Evergrande debt crisis - global selloff 2021-09 Didi removed from China app stores after NYSE IPO 2021-07 Bitcoin May 2021 crash 2021-05 Copper tops $10,000 a tonne for the first time since 2011 2021-04 China 'three red lines' developer leverage rules 2020-08 Gold closes above $2,000/oz for the first time 2020-08 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 August 24, 2015 ETF flash crash 2015-08 China's PBOC reveals 57% jump in gold reserves after six-year silence 2015-07 Shanghai A-share bubble peak / crash begins 2015-06 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-10.4% · 5d -14.2%71%20 0.31✓ matches cascade
XCU XCUSHORT-2.5% · 5d -1.9%67%39 0.29✓ matches cascade
XPT XPTSHORT-2.0% · 5d -0.5%68%39 0.29✓ matches cascade
ETH ETHSHORT-5.9% · 5d -6.0%64%22 0.24✓ matches cascade
FCX FCXSHORT-4.0% · 5d -2.5%63%39 0.23✓ matches cascade
JPM JPMSHORT-1.6% · 5d -1.8%65%40 0.23✓ matches cascade
XLF XLFSHORT-0.6% · 5d -0.8%63%39 0.22✓ matches cascade
High-yield credit HYGSHORT-0.3% · 5d -0.1%62%39 0.18✓ matches cascade
Bitcoin BTCSHORT-4.7% · 5d -3.2%59%29 0.15✓ matches cascade
SMH SMHLONG+0.5% · 5d -0.5% ↺ fades58%39 0.14⚠ differs
XPD XPDSHORT-2.1% · 5d -2.3%58%39 0.13✓ matches cascade
SPX SPXLONG+0.6% · 5d +0.4%57%40 0.12⚠ differs
KWEB KWEBSHORT-0.9% · 5d -1.5%54%32 0.07✓ matches cascade
CNY CNYSHORT-0.2% · 5d -0.1%53%39 0.06✓ 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.