What if Malaysia palm-to-biofuel mandate lifts CPO demand and prices?
Higher domestic biodiesel blending (B40+) and SAF feedstock demand tighten palm-oil balances, lifting CPO prices and Malaysian plantation earnings; food-inflation, clean-energy demand and the ringgit firm.
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 1–3 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 mixed shock. Higher domestic biodiesel blending (B40+) and SAF feedstock demand tighten palm-oil balances, lifting CPO prices and Malaysian plantation earnings; food-inflation, clean-energy demand and the ringgit firm. The trigger decomposes into signed root‑shocks — EM currencies ▲ · Clean-energy abundance ▲ · Food inflation ▲ · 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 | Energy sector XLEon Hyperliquid 📈 chart | Equity | ▼ -0.8% hist -0.61–+0.22% · other way -1.97% (n=10) |
| 2 | Brent crude BRENTon Hyperliquid 📈 chart | Commodity | ▼ -0.7% hist -1.62–+0.2% · other way -5.95% (n=10) |
| 3 | ExxonMobil XOM 📈 chart | Equity | ▼ -0.6% hist -0.53–+0.13% · other way -1.21% (n=12) |
| 4 | WTI crude CLon Hyperliquid 📈 chart | Commodity | ▼ -0.6% hist -1.8–+0.25% · other way -7.08% (n=10) |
| 5 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▲ +0.3% hist -0.55–+0.43% · other way -0.63% (n=11) |
| 6 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▲ +0.3% hist -5.29–+11.69% · other way +13.31% (n=10) |
| 7 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▲ +0.3% hist -1.51–+0.83% · other way -3.96% (n=9) |
| 8 | Turkish lira TRY 📈 chart | FX | ▲ +0.3% hist -0.35–+0.36% · other way -0.5% (n=10) |
| 9 | United Airlines UAL 📈 chart | Equity | ▲ +0.4% hist -1.48–+4.5% · other way +10.39% (n=10) |
| 10 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▲ +0.2% model prior · unmeasured |
| 11 | Chevron CVX 📈 chart | Equity | ▼ -0.3% hist -0.16–+0.0% · other way -1.45% (n=12) |
| 12 | Indian rupee INR 📈 chart | FX | ▲ +0.2% hist +0.03–+0.24% · other way +0.06% (n=10) |
| 13 | Delta DAL 📈 chart | Equity | ▲ +0.3% hist -1.01–+3.83% · other way +4.34% (n=10) |
| 14 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▲ +0.2% hist -1.34–+2.92% · other way -3.87% (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 |
|---|---|---|---|---|---|---|
| CNY CNY | SHORT | -0.6% · 5d -0.2% | 64% | 38 | 0.27 | ⚠ differs |
| CL CL | SHORT | -1.4% · 5d -1.6% | 66% | 38 | 0.25 | ✓ matches cascade |
| BRENT BRENT | SHORT | -1.2% · 5d -1.4% | 64% | 38 | 0.23 | ✓ matches cascade |
| DAL DAL | LONG | +3.3% · 5d -0.4% ↺ fades | 64% | 38 | 0.22 | ✓ matches cascade |
| 10y yield DGS10 | LONG | +13bp · 5d +6bp | 60% | 40 | 0.18 | · |
| CVX CVX | LONG | +0.1% · 5d -1.2% ↺ fades | 58% | 40 | 0.15 | ⚠ differs |
| UAL UAL | LONG | +4.0% · 5d -0.5% ↺ fades | 59% | 38 | 0.14 | ✓ matches cascade |
| XLE XLE | LONG | +0.6% · 5d -1.2% ↺ fades | 55% | 38 | 0.09 | ⚠ differs |
| Bitcoin BTC | LONG | +3.2% · 5d -2.8% ↺ fades | 55% | 37 | 0.07 | ✓ matches cascade |
| NDX NDX | SHORT | -0.7% · 5d -0.9% | 54% | 39 | 0.06 | ⚠ differs |
| SOL SOL | SHORT | -1.6% · 5d -7.9% | 55% | 37 | 0.06 | ⚠ differs |
| MSTR MSTR | LONG | +11.2% · 5d -1.8% ↺ fades | 52% | 38 | 0.04 | ✓ matches cascade |
| XOM XOM | LONG | +0.4% · 5d -1.3% ↺ fades | 46% | 40 | 0.00 | ⚠ differs |
| TRY TRY | SHORT | -0.5% · 5d +1.5% ↺ fades | 43% | 38 | 0.00 | ⚠ differs |