🛢 Energy & Commodities risk-off · 6–18 months
A what‑if from the future

What if a simultaneous fertilizer and grain price spike compounds food inflation through both channels?

A simultaneous potash/nitrogen and grain price spike (fertilizer-and-Black-Sea shock) compounds food inflation through both input and output channels, an FAO/ECB second-round transmission scenario.

10%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 10% · 90% range 2–18% · 32 analogues · measured class inflation 100% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — inflation ≈5.6856/yr → 100% in 18 mo100%
Analyst prior · editorial share 9% of the class9%
Pooled · weight 84%10%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)10%
Published10%

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.

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. A simultaneous potash/nitrogen and grain price spike (fertilizer-and-Black-Sea shock) compounds food inflation through both input and output channels, an FAO/ECB second-round transmission scenario. The trigger decomposes into signed root‑shocks — Wheat ▲ · Fertilizer cost ▲ · Food inflation ▲ · Geopolitical risk ▲ — 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.

MarketClassProjected move
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +3.7%
hist -0.23–+6.35% · other way -1.32% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.4%
hist -0.86–-0.47% · other way -0.5% (n=12)
3Tech sector XLK 📈 chartEquity▼ -0.9%
hist -0.91–+0.42% · other way -0.4% (n=12)
4Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.7%
hist -0.45–+1.84% · other way -2.35% (n=12)
5S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.7%
hist -2.06–+0.43% · other way +1.2% (n=12)
6Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.74–+0.66% · other way +1.31% (n=12)
7Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.4%
hist +0.08–+0.42% · other way -0.5% (n=12)
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -3.38–+6.16% · other way +30.6% (n=12)
9Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.79–+0.57% · other way +2.98% (n=12)
10Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -3.67–+5.25% · other way -2.37% (n=12)
11High-yield credit HYG 📈 chartRate▼ -0.4%
hist -0.55–+0.03% · other way -0.41% (n=12)
12Lockheed LMT 📈 chartEquity▲ +0.3%
hist -1.13–+2.61% · other way -3.17% (n=12)
13Turkish lira TRY 📈 chartFX▼ -0.2%
hist -3.46–+1.46% · other way -0.45% (n=12)
14Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -3.98–+2.02% · other way +7.95% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small gold hedge.
Also moves (not yet on Hyperliquid): Tech sector -0.9% · High-yield credit -0.4% · Lockheed +0.3% · Turkish lira -0.2% · Northrop +0.2% · Indian rupee -0.2%

Historical precedent — what analogous events actually did

Across 32 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.

Gold peaks at $850 1980-01 Israel strikes Iran — Operation Rising Lion 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Wagner Group mutiny against the Kremlin 2023-06 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Turkish lira record low on rate cuts 2021-11 Saudi-Russia oil price war 2020-03 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Bitcoin Cash hash war capitulation 2018-11 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 OPEC abandons output defense, opting for market share vs US shale 2014-11 Egyptian revolution / Mubarak uprising 2011-01 US airline stocks plunge ~40% on first trading day after 9/11 2001-09 Hong Kong defends the peg with sky-high HIBOR 1997-10 Soviet August coup attempt against Gorbachev 1991-08 Tiananmen Square crackdown 1989-06 1986 oil price collapse 1986-02 Reagan assassination attempt 1981-03 Silver Thursday 1980-03 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker 'Saturday Night Special' 1979-10 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12 JFK assassination 1963-11 Cuban Missile Crisis 1962-10 Korean War begins 1950-06 Smoot-Hawley clears the US House 1929-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
COIN COINLONG+20.9% · 5d +6.2%88%8 0.68⚠ differs
Volatility VIXLONG+4.2% · 5d +14.3%68%19 0.33✓ matches cascade
SOL SOLLONG+5.7% · 5d -8.3% ↺ fades75%8 0.32⚠ differs
AMD AMDSHORT-1.3% · 5d -0.2%70%23 0.29✓ matches cascade
RTX RTXSHORT-1.9% · 5d -1.6%65%28 0.28⚠ differs
INTC INTCSHORT-2.1% · 5d -1.8%65%23 0.25✓ matches cascade
TRY TRYSHORT-3.2% · 5d +1.0% ↺ fades62%16 0.24✓ matches cascade
ETH ETHSHORT-7.7% · 5d -7.2%67%12 0.24✓ matches cascade
AVGO AVGOLONG+4.4% · 5d -0.9% ↺ fades62%16 0.23⚠ differs
NOC NOCLONG+1.7% · 5d +1.2%62%21 0.22✓ matches cascade
INR INRSHORT-0.5% · 5d +0.3% ↺ fades62%16 0.20✓ matches cascade
Bitcoin BTCSHORT-3.8% · 5d -4.7%60%15 0.17✓ matches cascade
TSM TSMSHORT-1.8% · 5d -2.4%61%18 0.16✓ matches cascade
WHEAT WHEATLONG+1.4% · 5d -0.9% ↺ fades59%17 0.14✓ matches cascade

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.