🛢 Energy & Commodities mixed · 1–3 years
A what‑if from the future

What if Australian Big Dry returns: El Niño cuts wheat exports?

A severe El Niño drought across the Australian wheat belt slashes exportable surplus, tightening global wheat balances and lifting WHEAT and food inflation.

15%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 15% · 90% range 5–25% · 29 analogues · measured class agriculture 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — agriculture ≈1.9132/yr → 100% in 3 yr100%
Analyst prior · editorial share 15% of the class15%
Pooled · weight 83%15%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)15%
Published15%

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.

loading the timeline…

What it would mean

If this plays out, it is a mixed shock. A severe El Niño drought across the Australian wheat belt slashes exportable surplus, tightening global wheat balances and lifting WHEAT and food inflation. The trigger decomposes into signed root‑shocks — Wheat ▲ · Climate/crop supply ▲ · 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.

MarketClassProjected move
1Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +1.0%
hist +0.29–+0.93% · other way -1.94% (n=12)
2Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.4%
hist +0.1–+0.35% · other way -0.85% (n=12)
3Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -4.18–+4.75% · other way -2.24% (n=11)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.3%
hist -1.38–+0.57% · other way +32.94% (n=12)
6Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -3.17–+3.28% · other way +3.85% (n=11)
7Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.31–+0.5% · other way -0.64% (n=12)
8Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.2%
hist -0.37–+0.48% · other way +1.0% (n=12)
9Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -3.07–+3.57% · other way +8.53% (n=11)
10Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.1%
hist -2.07–+0.95% · other way +1.81% (n=12)
11Tech sector XLK 📈 chartEquity▼ -0.1%
hist -0.42–+0.78% · other way -0.55% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): Tech sector -0.1%

Historical precedent — what analogous events actually did

Across 29 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.

Chernobyl disaster 1986-04 Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 H5N1 bird flu record US egg prices 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 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 Gold closes above $2,000/oz for the first time 2020-08 IPBES warns ~1 million species face extinction 2019-05 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 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Crude oil all-time high 2008-07 2008 global rice / food price crisis peak 2008-04 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 Soviet August coup attempt against Gorbachev 1991-08 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker Saturday Night Special 1979-10 Three Mile Island partial meltdown 1979-03 Iranian Revolution oil shock 1978-12 1974 sugar price spike to record 65+ cents 1974-11 Nixon Shock 1971-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Volatility VIXLONG+5.0% · 5d +8.1%63%19 0.23·
Gold XAUSHORT-1.3% · 5d -0.6%61%18 0.21·
SOL SOLLONG+5.4% · 5d -3.0% ↺ fades62%8 0.17⚠ differs
XLK XLKLONG+0.8% · 5d -0.9% ↺ fades61%18 0.17⚠ differs
NDX NDXLONG+0.6% · 5d -0.9% ↺ fades59%20 0.12⚠ differs
SMH SMHLONG+0.6% · 5d -0.8% ↺ fades56%18 0.09⚠ differs
NVDA NVDASHORT-2.0% · 5d -3.4%56%18 0.08✓ matches cascade
High-yield credit HYGLONG+0.1% · 5d +0.1%56%18 0.08·
10y yield DGS10LONG+3bp · 5d +2bp52%29 0.03·
WHEAT WHEATLONG+0.2% · 5d -3.3% ↺ fades50%18 0.00✓ matches cascade
CORN CORNSHORT-0.1% · 5d -1.4%39%18 0.00⚠ differs
MSTR MSTRSHORT-1.2% · 5d -1.8%50%18 0.00✓ matches cascade
ETH ETHLONG+3.8% · 5d -2.2% ↺ fades40%10 0.00⚠ differs
Bitcoin BTCLONG+4.0% · 5d -1.3% ↺ fades50%12 0.00⚠ differs

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.