What if Cheap-oil revenue shock hits Gulf non-oil spending plans?
A revenue shortfall from low oil forces the GCC to trim the public spending that drives non-oil activity, slowing regional growth and softening Gulf risk sentiment.
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. A revenue shortfall from low oil forces the GCC to trim the public spending that drives non-oil activity, slowing regional growth and softening Gulf risk sentiment. The trigger decomposes into signed root‑shocks — Global growth ▼ · 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 | ▼ -0.4% hist -4.83–+5.13% · other way +3.85% (n=6) |
| 2 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.4% hist -1.3–+2.65% · other way +11.87% (n=9) |
| 3 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.3% model prior · unmeasured |
| 4 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.3% hist -0.85–+0.31% · other way +1.72% (n=6) |
| 5 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.3% hist -0.37–+0.63% · other way -0.39% (n=10) |
| 6 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.2% hist -1.19–+1.59% · other way +3.26% (n=6) |
| 7 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -0.2% hist -0.31–+0.68% · other way +0.06% (n=9) |
| 8 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.2% hist -1.69–+0.99% · other way -2.15% (n=10) |
| 9 | WTI crude CLon Hyperliquid 📈 chart | Commodity | ▼ -0.2% hist -1.03–+1.78% · other way -8.26% (n=9) |
| 10 | Nvidia NVDAon Hyperliquid 📈 chart | Equity | ▼ -0.1% hist -1.3–+0.55% · other way -2.42% (n=9) |
| 11 | Tech sector XLK 📈 chart | Equity | ▼ -0.1% hist -0.37–+0.79% · other way -1.04% (n=9) |
Probable recommendation
Historical precedent — what analogous events actually did
Across 35 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 |
|---|---|---|---|---|---|---|
| 10y yield DGS10 | SHORT | -6bp · 5d +1bp ↺ fades | 66% | 35 | 0.28 | · |
| Gold XAU | LONG | +1.0% · 5d -0.0% ↺ fades | 62% | 27 | 0.23 | · |
| SMH SMH | LONG | +0.7% · 5d -0.2% ↺ fades | 62% | 27 | 0.20 | ⚠ differs |
| NDX NDX | LONG | +0.7% · 5d -0.7% ↺ fades | 59% | 30 | 0.15 | ⚠ differs |
| XLK XLK | LONG | +0.8% · 5d -0.5% ↺ fades | 58% | 27 | 0.14 | ⚠ differs |
| MSTR MSTR | LONG | +2.7% · 5d -4.3% ↺ fades | 57% | 27 | 0.10 | ⚠ differs |
| US dollar DXY | LONG | +0.1% · 5d +0.1% | 51% | 35 | 0.02 | · |
| SOL SOL | LONG | +5.9% · 5d -6.2% ↺ fades | 50% | 11 | 0.00 | ⚠ differs |
| ETH ETH | SHORT | -0.6% · 5d -3.6% | 46% | 12 | 0.00 | ✓ matches cascade |
| Bitcoin BTC | LONG | +1.8% · 5d -2.7% ↺ fades | 39% | 17 | 0.00 | ⚠ differs |
| Volatility VIX | SHORT | -1.8% · 5d +0.8% ↺ fades | 48% | 28 | 0.00 | ⚠ differs |
| CL CL | LONG | +1.9% · 5d -1.0% ↺ fades | 47% | 27 | 0.00 | ⚠ differs |
| NVDA NVDA | SHORT | -1.2% · 5d -4.1% | 50% | 27 | 0.00 | ✓ matches cascade |
| High-yield credit HYG | LONG | +0.9% · 5d -0.3% ↺ fades | 48% | 25 | 0.00 | · |