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

What if another Vale tailings dam bursts?

A Brumadinho-scale Vale tailings failure plus a regulator-ordered upstream-dam shutdown removes large iron-ore tonnage — the direct move is iron ore higher on the supply shock and Vale equity sharply lower on liability/closure, with the copper leg incidental. Rhymes precisely with the Jan-2019 Brumadinho disaster that cut ~90Mt of Vale output and spiked iron ore ~30% while Vale stock fell ~25%. Forward angle: a second event would harden Brazilian regulation and ESG financing constraints, structurally raising Vale's cost of capital — the asymmetric trade is short Vale equity even as the ore price spikes.

9%
our model probability
over 0–6 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 9% · 90% range 1–17% · 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 13% of the class8%
Pooled · weight 87%9%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)9%
Published9%

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. Another Brumadinho-scale tailings failure halts Vale operations and triggers a regulator-ordered shutdown of upstream dams. The trigger decomposes into signed root‑shocks — Growth surprise ▼ · Industrial demand ▲ — 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▲ +0.7%
hist -0.91–+0.6% · other way +1.24% (n=11)
2Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.3%
hist -1.75–+0.56% · other way +2.25% (n=11)
3Platinum XPTon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -1.03–+0.29% · other way +5.62% (n=11)
4Palladium XPDon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -0.12–+0.53% · other way +3.88% (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) +0.7%

Why we may diverge from history

Trust the cascade long on FCX/XPT: history's negatives come from COVID-2020 and 2011 gold-peak deleveraging windows — broad risk-off crashes, not a Vale supply cut tightening copper/PGM metal.

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.

Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 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 Gold closes above $2,000/oz for the first time 2020-08 WTI crude futures settle negative as demand collapses 2020-04 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 August 24, 2015 ETF flash crash 2015-08 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Three Mile Island partial meltdown 1979-03 1979 Iranian Revolution oil shock 1979-01 Fatal mud-rush halts Freeport's Grasberg, tightening copper supply 2025-09 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Israel strikes Iran — Operation Rising Lion 2025-06 Anglo American demerges Valterra Platinum 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 DRC suspends cobalt exports 2025-02 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 ASML bookings-miss crash 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Nikkei 225 record single-day rebound 2024-08 Nikkei 225 worst single-day crash since 1987 2024-08 KOSPI biggest-ever point loss triggers circuit breaker 2024-08 VIX third-highest spike on record 2024-08 Weak July 2024 jobs report triggers Sahm-rule growth scare 2024-08 Intel's Q2 earnings trigger its worst single-day crash since 1974 2024-08 Megacap AI-capex doubt selloff 2024-07
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Gold XAULONG+1.5% · 5d +0.3%70%33 0.36·
XPT XPTSHORT-0.9% · 5d +0.3% ↺ fades68%33 0.32⚠ differs
XCU XCUSHORT-1.6% · 5d -0.8%66%33 0.28⚠ differs
FCX FCXSHORT-1.1% · 5d +0.3% ↺ fades61%33 0.19⚠ differs
US dollar DXYSHORT-0.3% · 5d +0.1% ↺ fades60%40 0.19·
10y yield DGS10SHORT-3bp · 5d +1bp ↺ fades57%40 0.13·
Volatility VIXLONG+3.2% · 5d +0.3%57%34 0.11·
XPD XPDLONG+0.4% · 5d -0.2% ↺ fades55%33 0.08✓ matches cascade
Bitcoin BTCLONG+0.5% · 5d -2.5% ↺ fades46%28 0.00·
High-yield credit HYGLONG+0.7% · 5d -0.2% ↺ fades43%33 0.00·

Why this probability

A fresh Brumadinho-scale Vale dam burst is a rare catastrophic tail event. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

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.