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

What if Kazatomprom supply cut tightens the uranium balance?

A Kazatomprom production guidance cut on sulfuric-acid shortages and reserve depletion removes the marginal pounds, swinging the uranium market into deficit and lifting spot.

31%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 31% · 90% range 5–57% · 33 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 77% of the class34%
Pooled · weight 85%32%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)32%
Published31%

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 Kazatomprom production guidance cut on sulfuric-acid shortages and reserve depletion removes the marginal pounds, swinging the uranium market into deficit and lifting spot. The trigger decomposes into signed root‑shocks — Clean-energy abundance ▲ · Industrial demand ▲ · Inflation surprise ▲ · 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▼ -0.8%
hist -0.61–+0.02% · other way -2.93% (n=11)
2Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -0.7%
hist -0.42–-0.24% · other way -3.33% (n=11)
3ExxonMobil XOM 📈 chartEquity▼ -0.6%
hist -0.43–-0.19% · other way -3.14% (n=12)
4Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.6%
hist -2.3–+4.79% · other way +2.29% (n=6)
5WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.6%
hist -0.76–+0.66% · other way -3.69% (n=11)
6MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.5%
hist -2.98–+6.62% · other way +3.18% (n=11)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.5%
model prior · unmeasured
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.5%
hist +0.1–+0.29% · other way +0.18% (n=11)
9Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -1.31–+3.64% · other way -5.95% (n=6)
10Freeport (copper) FCX 📈 chartEquity▲ +0.4%
hist -1.83–+5.79% · other way -4.32% (n=11)
11Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.3%
hist -4.46–+1.13% · other way +14.24% (n=11)
12Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.3%
hist -3.87–+6.24% · other way -2.78% (n=10)
13Tech sector XLK 📈 chartEquity▲ +0.3%
hist +0.06–+0.2% · other way +0.33% (n=11)
14United Airlines UAL 📈 chartEquity▲ +0.4%
hist -3.71–+17.64% · other way +5.8% (n=11)

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): ExxonMobil -0.6% · Freeport (copper) +0.4% · Tech sector +0.3% · United Airlines +0.4% · Chevron -0.3% · Delta +0.3%

Historical precedent — what analogous events actually did

Across 33 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 PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Northeast blackout cascading grid failure hits ~55 million 2003-08 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 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Niger coup d'etat 2023-07 NIF achieves fusion ignition 2022-12 European TTF gas hits all-time record high 2022-08 Bank of England's first post-pandemic rate hike 2021-12 European gas crisis intraday record spike 2021-10 California rolling blackouts during a record heatwave 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 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 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 Platinum hits all-time record near $2,290 on South African power crisis 2008-03 South Africa Eskom power emergency spikes platinum/PGMs 2008-01 Amaranth Advisors natural-gas blowup 2006-09 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 Argentina hyperinflation peak / Alfonsin early handover 1989-07 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
DAL DALLONG+8.9% · 5d +2.4%80%23 0.57✓ matches cascade
UAL UALLONG+15.0% · 5d +1.2%68%24 0.34✓ matches cascade
NDX NDXLONG+0.1% · 5d -0.7% ↺ fades66%28 0.24✓ matches cascade
SPX SPXLONG+1.0% · 5d +0.2%63%33 0.24✓ matches cascade
ETH ETHLONG+3.2% · 5d -2.4% ↺ fades67%16 0.23✓ matches cascade
Volatility VIXSHORT-3.8% · 5d -3.9%65%27 0.22✓ matches cascade
30y yield DGS30LONG+11bp · 5d +5bp62%32 0.22✓ matches cascade
FCX FCXLONG+5.1% · 5d +1.7%59%25 0.18✓ matches cascade
COIN COINLONG+18.0% · 5d +5.5%59%12 0.16✓ matches cascade
SMH SMHLONG+0.3% · 5d -0.2% ↺ fades56%25 0.10✓ matches cascade
SOL SOLLONG+4.5% · 5d -8.1% ↺ fades56%16 0.09✓ matches cascade
US dollar DXYLONG+0.2% · 5d -0.1% ↺ fades55%33 0.09·
XOM XOMSHORT-0.1% · 5d -0.9%51%33 0.03✓ matches cascade
XLE XLELONG+0.3% · 5d -0.4% ↺ fades51%25 0.02⚠ differs

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.