What if legacy automakers' ICE margins erode faster than EV profitability ramps?
Incumbent automakers' ICE-cash-cow margins erode faster than EV profitability ramps, straining balance sheets through the transition's profitless 'valley of death'.
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 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.
What it would mean
If this plays out, it is a risk-off shock. Incumbent automakers' ICE-cash-cow margins erode faster than EV profitability ramps, straining balance sheets through the transition's profitless 'valley of death'. The trigger decomposes into signed root‑shocks — Job displacement ▲ · Climate/crop supply ▲ · Consumer spending ▼ · 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 | Wheat WHEATon Hyperliquid 📈 chart | Commodity | ▲ +0.5% hist -0.49–+1.66% · other way -3.01% (n=11) |
| 2 | Corn CORNon Hyperliquid 📈 chart | Commodity | ▲ +0.4% hist -0.55–+0.55% · other way -3.58% (n=11) |
| 3 | High-yield credit HYG 📈 chart | Rate | ▼ -0.4% hist -0.56–+0.02% · other way -0.4% (n=11) |
| 4 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.4% hist -5.5–+1.78% · other way +17.24% (n=11) |
| 5 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.3% hist -0.7–+0.17% · other way -0.59% (n=12) |
| 6 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.2% hist -2.61–+7.66% · other way -6.53% (n=11) |
| 7 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.2% hist -0.27–-0.04% · other way +0.15% (n=11) |
| 8 | Financials XLF 📈 chart | Equity | ▼ -0.2% hist -0.76–+0.18% · other way -0.29% (n=11) |
| 9 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.2% hist -2.01–+0.72% · other way +3.36% (n=9) |
| 10 | JPMorgan JPM 📈 chart | Equity | ▼ -0.2% hist -1.42–+0.31% · other way +1.13% (n=11) |
| 11 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.2% hist -10.68–+4.95% · other way -9.06% (n=9) |
Probable recommendation
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 |
|---|---|---|---|---|---|---|
| SOL SOL | SHORT | -10.3% · 5d -7.6% | 80% | 10 | 0.45 | ✓ matches cascade |
| Bitcoin BTC | SHORT | -1.8% · 5d -0.4% | 71% | 14 | 0.39 | ✓ matches cascade |
| JPM JPM | SHORT | -1.2% · 5d -1.5% | 65% | 40 | 0.26 | ✓ matches cascade |
| Volatility VIX | LONG | +7.0% · 5d +1.9% | 59% | 37 | 0.17 | ✓ matches cascade |
| MSTR MSTR | SHORT | -4.9% · 5d -3.1% | 60% | 35 | 0.15 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.3% · 5d -0.0% | 58% | 33 | 0.12 | ✓ matches cascade |
| XLF XLF | SHORT | -0.6% · 5d -0.9% | 57% | 35 | 0.12 | ✓ matches cascade |
| Gold XAU | LONG | +0.0% · 5d -0.1% ↺ fades | 54% | 35 | 0.08 | · |
| 10y yield DGS10 | SHORT | -12bp · 5d -6bp | 54% | 40 | 0.08 | · |
| WHEAT WHEAT | LONG | +1.3% · 5d -1.3% ↺ fades | 51% | 35 | 0.03 | ✓ matches cascade |
| CORN CORN | SHORT | -0.8% · 5d -0.4% | 51% | 35 | 0.03 | ⚠ differs |
| SPX SPX | SHORT | -0.5% · 5d +0.1% ↺ fades | 43% | 40 | 0.00 | ✓ matches cascade |
| NDX NDX | SHORT | -0.1% · 5d -1.5% | 47% | 39 | 0.00 | ✓ matches cascade |
| US dollar DXY | LONG | +0.3% · 5d +0.2% | 48% | 40 | 0.00 | · |