What if Cheap-oil real-income boost lifts consumer spending?
Lower fuel prices act like a tax cut, boosting household real incomes and discretionary spending; the demand tailwind supports growth-surprise and risk appetite even as energy earnings soften.
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-on shock. Lower fuel prices act like a tax cut, boosting household real incomes and discretionary spending; the demand tailwind supports growth-surprise and risk appetite even as energy earnings soften. The trigger decomposes into signed root‑shocks — Consumer spending ▲ · Growth surprise ▲ · Oil 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.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▲ +0.7% hist -3.65–+5.5% · other way +2.29% (n=6) |
| 2 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▲ +0.7% hist -5.85–+10.86% · other way +3.3% (n=10) |
| 3 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▲ +0.6% model prior · unmeasured |
| 4 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▲ +0.5% hist -2.61–+5.0% · other way -5.95% (n=6) |
| 5 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▲ +0.5% hist -0.2–+1.52% · other way +0.02% (n=10) |
| 6 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▲ +0.4% hist -7.02–+9.2% · other way -2.97% (n=9) |
| 7 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▼ -0.4% hist -6.35–+1.25% · other way +16.68% (n=10) |
| 8 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▲ +0.3% hist -0.45–+1.95% · other way -0.04% (n=12) |
| 9 | Tech sector XLK 📈 chart | Equity | ▲ +0.3% hist -0.51–+1.31% · other way +0.23% (n=10) |
| 10 | Coinbase COINon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -18.06–+24.93% · other way +8.5% (n=5) |
| 11 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▲ +0.2% hist -0.32–+0.98% · other way -0.32% (n=10) |
| 12 | Nvidia NVDAon Hyperliquid 📈 chart | Equity | ▲ +0.1% hist -0.43–+1.1% · other way +0.88% (n=10) |
Probable recommendation
Historical precedent — what analogous events actually did
Across 21 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 |
|---|---|---|---|---|---|---|
| COIN COIN | LONG | +26.2% · 5d +7.5% | 69% | 7 | 0.33 | ✓ matches cascade |
| ETH ETH | LONG | +4.8% · 5d -2.8% ↺ fades | 71% | 10 | 0.30 | ✓ matches cascade |
| Volatility VIX | SHORT | -5.3% · 5d -5.1% | 70% | 20 | 0.29 | ✓ matches cascade |
| NDX NDX | LONG | +1.2% · 5d -0.3% ↺ fades | 67% | 20 | 0.28 | ✓ matches cascade |
| SPX SPX | LONG | +1.6% · 5d +0.2% | 62% | 21 | 0.23 | ✓ matches cascade |
| US dollar DXY | LONG | +0.1% · 5d -0.5% ↺ fades | 60% | 21 | 0.18 | · |
| SMH SMH | LONG | +0.8% · 5d +0.2% | 60% | 18 | 0.16 | ✓ matches cascade |
| NVDA NVDA | LONG | +1.0% · 5d -3.6% ↺ fades | 57% | 18 | 0.13 | ✓ matches cascade |
| Gold XAU | LONG | +0.5% · 5d +0.1% | 55% | 18 | 0.09 | · |
| Bitcoin BTC | LONG | +9.5% · 5d -2.2% ↺ fades | 54% | 10 | 0.07 | ✓ matches cascade |
| SOL SOL | LONG | +5.2% · 5d -8.0% ↺ fades | 54% | 10 | 0.06 | ✓ matches cascade |
| MSTR MSTR | LONG | +10.6% · 5d -4.2% ↺ fades | 48% | 18 | 0.00 | ✓ matches cascade |
| XLK XLK | LONG | +1.1% · 5d +0.0% | 50% | 18 | 0.00 | ✓ matches cascade |
| High-yield credit HYG | LONG | +1.5% · 5d -0.4% ↺ fades | 36% | 15 | 0.00 | · |