🛢 Energy & Commodities mixed · 3–10 years
A what‑if from the future

What if Brine evaporation collapse from drought hits lithium output?

Worsening Andean drought disrupts solar-evaporation lithium ponds, cutting brine carbonate output and tightening supply just as DLE projects compete for the same water.

30%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 30% · 90% range 10–49% · 13 analogues · measured class deflation 98% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 98% in 10 yr98%
Analyst prior · editorial share 24% of the class24%
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 3–10 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. Worsening Andean drought disrupts solar-evaporation lithium ponds, cutting brine carbonate output and tightening supply just as DLE projects compete for the same water. The trigger decomposes into signed root‑shocks — Clean-energy abundance ▲ · 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
1Energy sector XLEon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.99–+0.36% · other way -4.36% (n=4)
2Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -0.4%
hist -1.81–+0.83% · other way -4.1% (n=4)
3ExxonMobil XOM 📈 chartEquity▼ -0.4%
hist -1.89–+0.78% · other way +1.45% (n=12)
4WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.4%
hist -1.44–+1.01% · other way -4.74% (n=4)
5Freeport (copper) FCX 📈 chartEquity▲ +0.3%
hist -2.28–+3.15% · other way -1.12% (n=4)
6Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -1.42–+2.03% · other way +0.03% (n=4)
7Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.2%
hist -3.08–+4.75% · other way -1.62% (n=4)
8United Airlines UAL 📈 chartEquity▲ +0.2%
hist -1.51–+2.12% · other way +0.33% (n=4)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.2%
model prior · unmeasured
10Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.1%
hist -2.84–+2.59% · other way -6.43% (n=4)
11Chevron CVX 📈 chartEquity▼ -0.2%
hist -0.34–+0.05% · other way -0.09% (n=12)
12Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.1%
hist -1.65–+1.17% · other way +1.52% (n=4)
13Delta DAL 📈 chartEquity▲ +0.2%
hist -3.13–+4.77% · other way +2.33% (n=4)

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): ExxonMobil -0.4% · Freeport (copper) +0.3% · United Airlines +0.2% · Chevron -0.2% · Delta +0.2%

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.

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 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 NIF achieves fusion ignition 2022-12 WTI crude futures settle negative as demand collapses 2020-04 IPBES warns ~1 million species face extinction 2019-05 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 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-4.9% · 5d -4.3%77%12 0.40·
Bitcoin BTCLONG+16.6% · 5d -1.6% ↺ fades69%7 0.33·
XCU XCUSHORT-1.8% · 5d -0.8%68%10 0.32⚠ differs
CORN CORNLONG+4.8% · 5d -0.1% ↺ fades64%10 0.25✓ matches cascade
DAL DALLONG+4.8% · 5d -1.8% ↺ fades64%10 0.24✓ matches cascade
BRENT BRENTSHORT-1.5% · 5d -4.3%64%10 0.22✓ matches cascade
XOM XOMSHORT-1.6% · 5d -1.0%64%13 0.22✓ matches cascade
SOL SOLSHORT-3.2% · 5d -11.4%64%6 0.18⚠ differs
Gold XAULONG+0.7% · 5d -0.3% ↺ fades59%10 0.16·
US dollar DXYLONG+0.0% · 5d -0.4% ↺ fades54%13 0.06·
XLE XLELONG+0.7% · 5d -0.5% ↺ fades50%10 0.00⚠ differs
CL CLLONG+1.4% · 5d -3.3% ↺ fades27%10 0.00⚠ differs
FCX FCXLONG+3.1% · 5d +0.5%50%10 0.00✓ matches cascade
WHEAT WHEATLONG+1.9% · 5d -1.0% ↺ fades41%10 0.00✓ 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.