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

What if Falling ore grades lift the global copper cost curve?

Declining head grades at aging Chilean and Peruvian mines raise all-in costs across the industry, structurally supporting a higher copper incentive price.

30%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 30% · 90% range 12–47% · 13 analogues · measured class growth 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — growth ≈1.8868/yr → 100% in 3 yr100%
Analyst prior · editorial share 32% of the class32%
Pooled · weight 68%31%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)31%
Published30%

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. Declining head grades at aging Chilean and Peruvian mines raise all-in costs across the industry, structurally supporting a higher copper incentive price. The trigger decomposes into signed root‑shocks — Copper ▲ · Industrial demand ▲ · Inflation expectations ▲ · 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▲ +0.7%
hist -2.44–+2.43% · other way -2.56% (n=12)
2Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.3–+1.15% · other way -2.26% (n=12)
330y Treasury yield DGS30 📈 chartRate▲ +1bp
hist -10.5–+26.54% · other way -3.8% (n=12)
410y Treasury yield DGS10 📈 chartRate▲ +1bp
hist -9.21–+17.08% · other way -7.4% (n=12)

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% · 30y Treasury yield +1bp · 10y Treasury yield +1bp

Historical precedent — what analogous events actually did

Across 13 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.

Volcker Saturday Night Special 1979-10 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Nasdaq Composite first close above 20000 2024-12 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Bank of England's first post-pandemic rate hike 2021-12 Bank of Japan Kuroda QQE 'bazooka' 2013-04 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Crude oil all-time high 2008-07 Soviet August coup attempt against Gorbachev 1991-08 Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 Nixon Shock 1971-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
30y yield DGS30LONG+25bp · 5d +9bp76%12 0.48✓ matches cascade
Gold XAUSHORT-2.7% · 5d -0.2%71%7 0.35·
FCX FCXSHORT-3.1% · 5d -2.4%71%7 0.33⚠ differs
10y yield DGS10LONG+17bp · 5d +7bp63%13 0.24✓ matches cascade
Volatility VIXSHORT-2.0% · 5d -3.6%62%8 0.17·
XCU XCUSHORT-0.7% · 5d -0.4%57%7 0.13⚠ differs
US dollar DXYLONG+0.3% · 5d +0.1%56%13 0.10·
High-yield credit HYGSHORT-0.4% · 5d -0.2%57%7 0.09·
Bitcoin BTCLONG+3.0% · 5d -2.8% ↺ fades25%4 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.