🛢 Energy & Commodities mixed · 0–6 months
A what‑if from the future

What if Pilbara cyclone disruption spikes iron ore on supply loss?

A severe tropical cyclone shuts Port Hedland and Dampier exports for weeks; seaborne iron-ore supply tightens abruptly and the benchmark price jumps.

20%
our model probability
over 0–6 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 20% · 90% range 7–32% · 40 analogues · measured class growth 61% in 6 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — growth ≈1.8868/yr → 61% in 6 mo61%
Analyst prior · editorial share 34% of the class20%
Pooled · weight 87%20%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)20%
Published20%

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 0–6 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 mixed shock. A severe tropical cyclone shuts Port Hedland and Dampier exports for weeks; seaborne iron-ore supply tightens abruptly and the benchmark price jumps. The trigger decomposes into signed root‑shocks — China growth ▲ · Climate/crop supply ▲ · Industrial 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.

MarketClassProjected move
1Freeport (copper) FCX 📈 chartEquity▲ +0.6%
hist -6.24–+1.92% · other way +8.32% (n=11)
2Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.4%
hist -1.64–+0.76% · other way -0.55% (n=11)
3Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.3%
hist -0.2–+0.35% · other way +0.16% (n=11)
4Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.3%
hist -2.37–+0.6% · other way -0.19% (n=11)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Short
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): Freeport (copper) +0.6%

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.

Chernobyl disaster 1986-04 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 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 ASML bookings-miss crash 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Offshore yuan hits a record low 2022-11 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 Alibaba upsizes buyback to record $25 billion 2022-03 Kaisa Group offshore default 2021-12 Evergrande debt crisis - global selloff 2021-09 Didi removed from China app stores after NYSE IPO 2021-07 Bitcoin May 2021 crash 2021-05 Copper tops $10,000 a tonne for the first time since 2011 2021-04 Gold closes above $2,000/oz for the first time 2020-08 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 IPBES warns ~1 million species face extinction 2019-05 Apple cuts revenue guidance on China weakness 2019-01 China's first African Swine Fever outbreak confirmed 2018-08 China retaliates: $50B tariff list incl. soybeans 2018-04 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China stock-market circuit-breaker fiasco 2016-01 August 24, 2015 ETF flash crash 2015-08 China's PBOC reveals 57% jump in gold reserves after six-year silence 2015-07 Shanghai A-share bubble peak / crash begins 2015-06 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Copper crashes to ~$1.30/lb as 2008 crisis crushes China demand 2008-12 China 4 trillion yuan stimulus 2008-11 2008 global rice / food price crisis peak 2008-04 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 October 27, 1997 mini-crash 1997-10 Asian financial crisis - Thai baht float 1997-07 Soviet August coup attempt against Gorbachev 1991-08 Tiananmen Square crackdown 1989-06 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Silver Thursday 1980-03 Gold peaks at $850 1980-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XCU XCUSHORT-2.1% · 5d -1.2%69%32 0.33⚠ differs
FCX FCXSHORT-5.8% · 5d -2.5%65%34 0.27⚠ differs
WHEAT WHEATSHORT-1.7% · 5d -2.1%59%32 0.17⚠ differs
High-yield credit HYGSHORT-0.5% · 5d +0.1% ↺ fades59%32 0.14·
Bitcoin BTCSHORT-3.1% · 5d -3.9%56%25 0.10·
US dollar DXYLONG+0.4% · 5d +0.1%53%40 0.06·
Gold XAULONG+0.4% · 5d +-0.0% ↺ fades53%32 0.05·
10y yield DGS10SHORT-7bp · 5d -6bp52%40 0.04·
CORN CORNSHORT-0.4% · 5d -0.7%44%32 0.00⚠ differs
Volatility VIXLONG+1.0% · 5d +1.3%46%35 0.00·

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.