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

What if Battery-metal demand shock from a China stimulus surprise?

A large China consumption-and-infrastructure stimulus revives EV and grid demand, draining battery-metal surpluses and reigniting lithium, nickel and copper prices.

20%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 20% · 90% range 0–42% · 16 analogues · measured class deflation 44% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 44% in 18 mo44%
Analyst prior · editorial share 45% of the class20%
Pooled · weight 73%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 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-on shock. A large China consumption-and-infrastructure stimulus revives EV and grid demand, draining battery-metal surpluses and reigniting lithium, nickel and copper prices. The trigger decomposes into signed root‑shocks — China stimulus ▲ · Clean-energy abundance ▲ · 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▲ +0.8%
hist -0.97–+1.76% · other way +0.84% (n=5)
2Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.6%
hist -1.16–+1.78% · other way -5.9% (n=4)
3Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.5%
hist -0.03–+0.46% · other way -0.87% (n=5)
4Energy sector XLEon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.75–+0.25% · other way -4.71% (n=5)
5Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.5%
model prior · unmeasured
6Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -0.4%
hist -3.17–+1.4% · other way -3.7% (n=5)
7Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.4%
hist +0.14–+0.31% · other way -0.32% (n=6)
8ExxonMobil XOM 📈 chartEquity▼ -0.4%
hist -0.56–-0.01% · other way +1.05% (n=12)
9MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.4%
hist -7.74–+12.46% · other way +3.72% (n=5)
10Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -3.97–+5.54% · other way -7.53% (n=4)
11WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -1.64–+0.51% · other way -2.77% (n=5)
12Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.3%
hist -9.11–+1.35% · other way +8.21% (n=6)
13China internet KWEBon Hyperliquid 📈 chartEquity▲ +0.3%
hist -1.32–+1.95% · other way -6.23% (n=5)
14Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.2%
hist -4.1–+5.1% · other way -0.99% (n=5)

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: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): Freeport (copper) +0.8% · ExxonMobil -0.4% · Aussie dollar +0.2% · Tech sector +0.2% · United Airlines +0.2% · Chevron -0.2%

Historical precedent — what analogous events actually did

Across 16 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.

Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 NIF achieves fusion ignition 2022-12 Copper tops $10,000 a tonne for the first time since 2011 2021-04 WTI crude futures settle negative as demand collapses 2020-04 China rout & circuit-breaker / yuan slide 2016-01 China's PBOC reveals 57% jump in gold reserves after six-year silence 2015-07 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Copper crashes to ~$1.30/lb as 2008 crisis crushes China demand 2008-12 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 China 4 trillion yuan stimulus 2008-11 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 Volcker Saturday Night Special 1979-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Volatility VIXSHORT-7.5% · 5d -3.0%88%15 0.56✓ matches cascade
DAL DALLONG+7.0% · 5d -0.2% ↺ fades79%13 0.51✓ matches cascade
BABA BABASHORT-2.0% · 5d -0.8%76%9 0.48⚠ differs
CL CLSHORT-1.4% · 5d -3.3%72%13 0.42✓ matches cascade
AUD AUDSHORT-0.4% · 5d -0.2%72%13 0.35⚠ differs
XCU XCUSHORT-0.3% · 5d -0.1%66%13 0.29⚠ differs
BRENT BRENTSHORT-2.9% · 5d -4.1%66%13 0.29✓ matches cascade
Gold XAULONG+2.2% · 5d +0.2%66%13 0.28·
ETH ETHLONG+5.6% · 5d -2.4% ↺ fades65%7 0.22✓ matches cascade
MSTR MSTRLONG+12.6% · 5d -3.6% ↺ fades59%13 0.16✓ matches cascade
XPD XPDSHORT-1.0% · 5d -0.9%59%13 0.16⚠ differs
UAL UALLONG+6.4% · 5d -2.1% ↺ fades59%13 0.15✓ matches cascade
SOL SOLSHORT-1.6% · 5d -11.4%59%7 0.11⚠ differs
XPT XPTLONG+4.3% · 5d +3.5%55%13 0.10✓ 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.