What if surging oil imports blow out India's current-account deficit?
An oil-import bill surge pushing India's CAD past 3.5% of GDP is fundamentally a crude shock: long Brent and energy majors is the cleaner expression, with the rupee weakening as reserves drain to fund imports. The provided Israel-Iran/Strait-of-Hormuz analogues fit — India imports ~85% of its crude, so a Gulf war premium hits its external balance hardest among large EMs. Transmission: India is the marginal Gulf-crude buyer. Forward: discounted Russian barrels partly cushion the bill versus prior oil spikes, a new shock-absorber.
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. An import bill surge pushes India's current-account deficit past 3.5% of GDP, draining reserves and weakening the rupee. The trigger decomposes into signed root‑shocks — Oil supply risk ▲ · 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 | Brent crude BRENTon Hyperliquid 📈 chart | Commodity | ▲ +3.6% hist -0.47–+2.32% · other way -3.03% (n=12) |
| 2 | WTI crude CLon Hyperliquid 📈 chart | Commodity | ▲ +3.0% hist -4.65–+1.77% · other way -2.56% (n=12) |
| 3 | Energy sector XLEon Hyperliquid 📈 chart | Equity | ▲ +2.1% hist -0.08–+1.26% · other way -1.36% (n=12) |
| 4 | United Airlines UAL 📈 chart | Equity | ▼ -1.8% hist -2.3–+2.04% · other way +8.11% (n=12) |
| 5 | ExxonMobil XOM 📈 chart | Equity | ▲ +1.5% hist +0.13–+1.79% · other way -2.15% (n=12) |
| 6 | Chevron CVX 📈 chart | Equity | ▲ +1.4% hist +0.37–+1.03% · other way +0.18% (n=12) |
| 7 | Delta DAL 📈 chart | Equity | ▼ -1.5% hist -1.32–+1.05% · other way +4.5% (n=12) |
| 8 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.9% hist -1.56–+1.23% · other way -3.0% (n=12) |
| 9 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -1.0% hist -2.69–+4.32% · other way +31.53% (n=12) |
| 10 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.9% hist -1.01–-0.07% · other way -0.34% (n=12) |
| 11 | Tech sector XLK 📈 chart | Equity | ▼ -0.8% hist -0.52–-0.12% · other way -0.15% (n=12) |
| 12 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.7% model prior · unmeasured |
| 13 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.6% hist -5.19–+1.83% · other way +5.29% (n=12) |
| 14 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▼ -0.6% hist -0.42–-0.04% · other way -0.22% (n=12) |
Probable recommendation
Why we may diverge from history
Trust the cascade long on CL/BRENT: the -6% history is the wrong shock — analogues are 2014/2020 demand-destruction crashes, whereas an India import-bill blowout is a price-up driver, so history mis-signs.
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 |
|---|---|---|---|---|---|---|
| COIN COIN | LONG | +12.0% · 5d +3.5% | 77% | 12 | 0.47 | ⚠ differs |
| HOOD HOOD | LONG | +8.2% · 5d +0.3% | 77% | 12 | 0.46 | ⚠ differs |
| CL CL | SHORT | -4.9% · 5d -2.6% | 70% | 25 | 0.36 | ⚠ differs |
| NDX NDX | SHORT | -0.6% · 5d -0.9% | 72% | 32 | 0.34 | ✓ matches cascade |
| Volatility VIX | LONG | +3.6% · 5d +4.5% | 66% | 29 | 0.29 | ✓ matches cascade |
| ETH ETH | SHORT | -4.6% · 5d -3.9% | 65% | 17 | 0.21 | ✓ matches cascade |
| SOL SOL | LONG | +1.8% · 5d -5.2% ↺ fades | 65% | 12 | 0.19 | ⚠ differs |
| High-yield credit HYG | SHORT | -0.6% · 5d -0.1% | 62% | 22 | 0.19 | ✓ matches cascade |
| Bitcoin BTC | SHORT | -5.3% · 5d -4.8% | 61% | 20 | 0.18 | ✓ matches cascade |
| XLE XLE | SHORT | -0.8% · 5d -1.2% | 59% | 26 | 0.17 | ⚠ differs |
| ARM ARM | SHORT | -4.6% · 5d -7.0% | 62% | 7 | 0.15 | ✓ matches cascade |
| AUD AUD | SHORT | -0.9% · 5d -0.3% | 60% | 23 | 0.15 | ✓ matches cascade |
| BRENT BRENT | SHORT | -1.8% · 5d -0.8% | 58% | 22 | 0.14 | ⚠ differs |
| DAL DAL | LONG | +1.7% · 5d -0.5% ↺ fades | 56% | 22 | 0.11 | ⚠ differs |
Why this probability
Elevated oil pressures CAD; >3.5% GDP within 18m possible but reserves ample, partial buffer. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.