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

What if Nuclear newbuild cost overruns chill the reactor-restart narrative?

Fresh cost overruns and delays at restart and SMR projects undercut the nuclear-for-AI thesis, de-rating nuclear-levered utilities and developers on execution risk.

21%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 21% · 90% range 4–37% · 40 analogues · measured class deflation 69% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 69% in 3 yr69%
Analyst prior · editorial share 29% of the class20%
Pooled · weight 87%22%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)22%
Published21%

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 risk-off shock. Fresh cost overruns and delays at restart and SMR projects undercut the nuclear-for-AI thesis, de-rating nuclear-levered utilities and developers on execution risk. The trigger decomposes into signed root‑shocks — 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
1Energy sector XLEon Hyperliquid 📈 chartEquity▲ +0.8%
hist -0.51–+0.52% · other way -9.23% (n=5)
2Brent crude BRENTon Hyperliquid 📈 chartCommodity▲ +0.7%
hist -1.31–+0.83% · other way -11.14% (n=5)
3ExxonMobil XOM 📈 chartEquity▲ +0.6%
hist -0.26–+0.55% · other way -1.12% (n=12)
4Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -3.66–+5.53% · other way +4.83% (n=2)
5WTI crude CLon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -1.14–+0.58% · other way -9.7% (n=5)
6MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -2.4–+4.3% · other way +2.69% (n=5)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.5%
model prior · unmeasured
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.5%
hist -0.35–+0.16% · other way -1.41% (n=7)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -0.52–+0.6% · other way +9.99% (n=2)
10Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.3%
hist -1.26–+0.79% · other way -3.22% (n=6)
11Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -1.01–+1.59% · other way +14.01% (n=2)
12Tech sector XLK 📈 chartEquity▼ -0.3%
hist -0.32–+0.23% · other way +0.01% (n=5)
13United Airlines UAL 📈 chartEquity▼ -0.4%
hist -2.34–+4.83% · other way +70.35% (n=5)
14Chevron CVX 📈 chartEquity▲ +0.3%
hist -0.62–+0.41% · other way -1.51% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small cash hedge.
Also moves (not yet on Hyperliquid): ExxonMobil +0.6% · Tech sector -0.3% · United Airlines -0.4% · Chevron +0.3% · Freeport (copper) -0.2% · Delta -0.3%

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.

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 Soviet August coup attempt against Gorbachev 1991-08 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Nikkei 225 record single-day rebound 2024-08 Niger coup d'etat 2023-07 NIF achieves fusion ignition 2022-12 European TTF gas hits all-time record high 2022-08 California rolling blackouts during a record heatwave 2020-08 Gold closes above $2,000/oz for the first time 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 Saudi-Russia oil price war 2020-03 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China rout & circuit-breaker / yuan slide 2016-01 SNB introduces negative interest rates 2014-12 Russian ruble 'Black Tuesday' 2014-12 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 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 Gulf War air campaign begins 1991-01 Chernobyl disaster 1986-04 1986 oil price collapse 1986-02 Silver Thursday 1980-03 Gold peaks at $850 1980-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
CL CLSHORT-1.3% · 5d -1.5%64%34 0.24⚠ differs
XLE XLESHORT-0.8% · 5d -0.3%61%34 0.21⚠ differs
SPX SPXLONG+0.5% · 5d +0.2%60%40 0.18⚠ differs
10y yield DGS10SHORT-2bp · 5d +1bp ↺ fades59%40 0.16·
BRENT BRENTSHORT-1.6% · 5d -1.7%58%32 0.15⚠ differs
ETH ETHLONG+0.8% · 5d -3.7% ↺ fades60%18 0.14⚠ differs
Gold XAULONG+0.4% · 5d -0.5% ↺ fades57%34 0.14·
DAL DALLONG+2.7% · 5d +0.1%57%32 0.13⚠ differs
NDX NDXLONG+0.3% · 5d -0.7% ↺ fades57%38 0.11⚠ differs
CVX CVXSHORT-0.7% · 5d -0.2%56%40 0.10⚠ differs
UAL UALLONG+4.8% · 5d -1.2% ↺ fades54%33 0.08⚠ differs
SMH SMHLONG+0.2% · 5d -0.5% ↺ fades53%34 0.06⚠ differs
SOL SOLLONG+6.0% · 5d -7.0% ↺ fades54%17 0.05⚠ differs
XOM XOMSHORT-0.5% · 5d -0.2%52%40 0.04⚠ 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.