What if wildfire claims push a major utility into bankruptcy?
A wildfire-liability utility bankruptcy freezes regional grid investment and widens HY/utility credit; the muni and IG utility spread move is the trade, while the mapped wheat/corn climate leg is unrelated to a liability event. Textbook rhyme is PG&E's 2019 Chapter 11 on wildfire claims, which repriced utility credit and capex across the West. Transmission: stranded ratepayers, slower interconnection. Forward angle: inverse-condemnation liability is California-specific, so contagion to other-state utilities is limited.
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 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.
What it would mean
If this plays out, it is a risk-off shock. Wildfire-liability claims push a large investor-owned utility into bankruptcy, freezing grid investment regionally. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Climate/crop supply ▲ — 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 -0.26–-0.12% · other way -0.28% (n=11) |
| 2 | Financials XLF 📈 chart | Equity | ▼ -0.3% hist -0.71–+0.12% · other way +0.37% (n=11) |
| 3 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -0.52–+0.07% · other way +16.5% (n=11) |
| 4 | Wheat WHEATon Hyperliquid 📈 chart | Commodity | ▲ +0.2% hist -1.06–+0.49% · other way -1.41% (n=11) |
| 5 | JPMorgan JPM 📈 chart | Equity | ▼ -0.2% hist -1.03–+0.18% · other way +2.29% (n=11) |
| 6 | Corn CORNon Hyperliquid 📈 chart | Commodity | ▲ +0.2% hist -0.17–+0.8% · other way -2.11% (n=11) |
| 7 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.2% hist -2.45–+6.43% · other way -9.13% (n=11) |
| 8 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.1% hist -0.25–+0.02% · other way -2.53% (n=12) |
| 9 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.1% hist -0.75–+1.29% · other way +3.78% (n=9) |
Probable recommendation
Why we may diverge from history
Trust the cascade short on MSTR: +6.8% rides 2023 SVB/Signature bank-panic windows where BTC rallied as a banking hedge — regime-specific; a wildfire-liability utility bankruptcy is idiosyncratic credit, not that systemic-flight trade.
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 |
|---|---|---|---|---|---|---|
| JPM JPM | SHORT | -0.8% · 5d -1.1% | 65% | 40 | 0.28 | ✓ matches cascade |
| CORN CORN | LONG | +0.6% · 5d -0.6% ↺ fades | 60% | 39 | 0.20 | ✓ matches cascade |
| US dollar DXY | LONG | +0.7% · 5d +0.1% | 61% | 40 | 0.19 | · |
| WHEAT WHEAT | SHORT | -1.1% · 5d -1.4% | 59% | 39 | 0.18 | ⚠ differs |
| XLF XLF | SHORT | -0.5% · 5d -0.9% | 58% | 39 | 0.15 | ✓ matches cascade |
| Volatility VIX | LONG | +6.0% · 5d +1.4% | 57% | 39 | 0.12 | ✓ matches cascade |
| MSTR MSTR | SHORT | -0.3% · 5d -3.6% | 56% | 39 | 0.09 | ✓ matches cascade |
| Gold XAU | LONG | +0.3% · 5d -0.1% ↺ fades | 54% | 39 | 0.08 | · |
| 10y yield DGS10 | SHORT | -2bp · 5d 0bp | 55% | 40 | 0.08 | · |
| High-yield credit HYG | LONG | +0.0% · 5d -0.1% ↺ fades | 42% | 38 | 0.00 | ⚠ differs |
| SPX SPX | SHORT | -0.1% · 5d +0.0% ↺ fades | 42% | 40 | 0.00 | ✓ matches cascade |
| Bitcoin BTC | LONG | +1.4% · 5d -1.2% ↺ fades | 33% | 20 | 0.00 | ⚠ differs |
Why this probability
Wildfire-liability utility bankruptcy has clear precedent (PG&E); plausible over 6-18mo given fire seasons. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.