What if Beijing assumes trillions in local-government debt?
Beijing assuming LGFV debt is a backstop that removes tail risk — net risk-on for China-linked cyclicals (copper, EM FX, industrials) even as it confirms the underlying weakness; the stimulus impulse outweighs the credit headline. Rhymes with the 2015 local-government debt swap program, which stabilized the system and supported commodities. China is the marginal importer for industrial metals and oil; the forward twist is that mutualizing LGFV debt onto the sovereign balance sheet pressures CGB supply and the yuan over time — a slow drag rather than the acute Kaisa-style contagion the analogues imply.
how we built this number — every step
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.
What it would mean
If this plays out, it is a risk-off shock. Beijing nationally assumes trillions in local-government financing-vehicle debt to prevent cascading defaults. The trigger decomposes into signed root‑shocks — China growth ▼ · China stimulus ▲ · Credit spreads ▲ — 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.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | High-yield credit HYG 📈 chart | Rate | ▼ -0.4% hist -0.69–+0.03% · other way -0.24% (n=12) |
| 2 | Freeport (copper) FCX 📈 chart | Equity | ▲ +0.3% hist -2.2–+0.98% · other way -0.01% (n=12) |
| 3 | Copper XCUon Hyperliquid 📈 chart | Commodity | ▲ +0.3% hist -1.49–+0.65% · other way +1.57% (n=12) |
| 4 | Financials XLF 📈 chart | Equity | ▼ -0.3% hist -0.74–+0.12% · other way -0.19% (n=12) |
| 5 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -0.88–+1.36% · other way +25.2% (n=12) |
| 6 | China internet KWEBon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -0.11–+0.58% · other way -0.26% (n=11) |
| 7 | JPMorgan JPM 📈 chart | Equity | ▼ -0.2% hist -0.81–+0.17% · other way +1.7% (n=12) |
| 8 | Alibaba BABAon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -1.24–+2.74% · other way -3.17% (n=11) |
| 9 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.2% hist -0.26–+0.79% · other way -3.79% (n=12) |
| 10 | Chinese yuan CNY 📈 chart | FX | ▲ +0.2% hist -0.1–+0.17% · other way -0.59% (n=12) |
| 11 | Aussie dollar AUD 📈 chart | FX | ▲ +0.2% hist -0.36–+0.25% · other way -1.69% (n=12) |
| 12 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.1% hist -0.23–+0.46% · other way -0.09% (n=12) |
| 13 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.1% hist -5.13–+1.88% · other way +5.1% (n=11) |
Probable recommendation
Why we may diverge from history
Trust the cascade's SHORT on MSTR: +19.3% history is pure regime contamination — ASML/Evergrande/Signature windows all sit in the 2024-25 BTC bull; an LGFV bailout is irrelevant to MSTR's BTC driver.
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.
| Asset | History says | Abnormal (20d · 5d) | Hit | n | Confidence | vs cascade |
|---|---|---|---|---|---|---|
| High-yield credit HYG | SHORT | -0.5% · 5d -0.0% | 66% | 35 | 0.25 | ✓ matches cascade |
| US dollar DXY | LONG | +0.5% · 5d -0.2% ↺ fades | 62% | 40 | 0.21 | · |
| XLF XLF | SHORT | -0.6% · 5d -1.3% | 61% | 37 | 0.20 | ✓ matches cascade |
| SPX SPX | LONG | +0.5% · 5d +0.3% | 60% | 40 | 0.18 | ⚠ differs |
| XCU XCU | SHORT | -1.5% · 5d -1.6% | 60% | 37 | 0.17 | ⚠ differs |
| JPM JPM | SHORT | -0.6% · 5d -1.7% | 60% | 40 | 0.17 | ✓ matches cascade |
| FCX FCX | SHORT | -2.2% · 5d -2.1% | 58% | 39 | 0.15 | ⚠ differs |
| Bitcoin BTC | SHORT | -4.7% · 5d -4.0% | 58% | 21 | 0.13 | ✓ matches cascade |
| KWEB KWEB | LONG | +0.4% · 5d -1.5% ↺ fades | 55% | 23 | 0.10 | ✓ matches cascade |
| AUD AUD | SHORT | -0.4% · 5d -0.0% | 55% | 36 | 0.09 | ⚠ differs |
| Gold XAU | LONG | +0.4% · 5d +0.3% | 53% | 37 | 0.06 | · |
| MSTR MSTR | LONG | +1.5% · 5d -3.8% ↺ fades | 45% | 37 | 0.00 | ⚠ differs |
| BABA BABA | LONG | +2.6% · 5d -2.4% ↺ fades | 49% | 21 | 0.00 | ✓ matches cascade |
| Volatility VIX | LONG | +0.7% · 5d +1.7% | 43% | 39 | 0.00 | ✓ matches cascade |
Why this probability
Beijing prefers gradual LGFV swaps over a single national assumption; piecemeal more likely than wholesale. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.