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

What if Datacenter-power capex glut sparks an electrical-equipment derating?

Signs that turbine and transformer ordering overshot real demand spark a sector-wide derating of electrical-equipment names as backlog quality is questioned and cancellation risk rises.

12%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 12% · 90% range 2–23% · 40 analogues · measured class vol_spike 67% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — vol_spike ≈0.7371/yr → 67% in 18 mo67%
Analyst prior · editorial share 18% of the class12%
Pooled · weight 87%12%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)12%
Published12%

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-off shock. Signs that turbine and transformer ordering overshot real demand spark a sector-wide derating of electrical-equipment names as backlog quality is questioned and cancellation risk rises. The trigger decomposes into signed root‑shocks — Volatility (VIX) ▲ · AI capex ▼ · 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
1Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -1.05–+0.1% · other way -5.52% (n=10)
2Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.5%
hist +0.07–+0.5% · other way -7.38% (n=12)
3Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.82–+0.51% · other way +6.83% (n=12)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
5Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.74–+0.99% · other way +0.76% (n=11)
6MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.73–+0.96% · other way +18.0% (n=12)
7Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -7.49–+2.34% · other way +6.05% (n=10)
8Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.32–+0.35% · other way +0.88% (n=12)
9Micron MUon Hyperliquid 📈 chartEquity▼ -0.3%
hist -1.67–+0.55% · other way +0.43% (n=12)
10Freeport (copper) FCX 📈 chartEquity▼ -0.3%
hist -0.36–+0.22% · other way +2.41% (n=12)
11Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.28–+0.19% · other way +0.67% (n=12)
12Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -2.04–+0.54% · other way +10.62% (n=11)
13Tech sector XLK 📈 chartEquity▼ -0.2%
hist -0.21–+0.07% · other way +0.8% (n=12)
14AMD AMDon Hyperliquid 📈 chartEquity▼ -0.2%
hist -0.25–+0.2% · other way -1.44% (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): Freeport (copper) -0.3% · Tech sector -0.2%

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.

Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 North Korea 'fire and fury' nuclear scare 2017-08 Egyptian revolution / Mubarak uprising 2011-01 Northeast blackout cascading grid failure hits ~55 million 2003-08 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 ASML bookings-miss crash 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 VIX third-highest spike on record 2024-08 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Evergrande debt crisis - global selloff 2021-09 Didi removed from China app stores after NYSE IPO 2021-07 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 COVID-19 fourth circuit breaker 2020-03 COVID-19 second Level-1 circuit breaker 2020-03 Worst Christmas Eve selloff on record 2018-12 Nvidia crypto-glut guidance crash 2018-11 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 China-led global 'Black Monday' rout 2015-08 Thailand 2014 military coup 2014-05 Gold futures velocity-logic flash crash 2014-01 SEC approves Limit Up-Limit Down plan and revised market-wide circuit breakers 2012-05 Gold all-time peak of $1,921/oz 2011-09 US-downgrade Black Monday equity rout and VIX spike to 48 2011-08 VIX record intraday high of 89.53 2008-10 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-0.7% · 5d -5.8%64%22 0.20✓ matches cascade
Bitcoin BTCSHORT-1.7% · 5d -2.6%62%30 0.20✓ matches cascade
ETH ETHSHORT-6.7% · 5d -4.4%61%27 0.17✓ matches cascade
Gold XAULONG+0.7% · 5d -0.4% ↺ fades58%40 0.15·
SMH SMHLONG+0.5% · 5d -0.3% ↺ fades58%40 0.14⚠ differs
TSM TSMSHORT-1.0% · 5d -1.1%57%40 0.12✓ matches cascade
High-yield credit HYGLONG+0.1% · 5d -0.1% ↺ fades57%39 0.10·
NDX NDXLONG+0.3% · 5d -0.7% ↺ fades56%40 0.09⚠ differs
NVDA NVDASHORT-1.5% · 5d -3.5%55%40 0.07✓ matches cascade
MRVL MRVLLONG+0.3% · 5d -0.3% ↺ fades55%40 0.07⚠ differs
MU MUSHORT-1.4% · 5d -0.8%53%40 0.06✓ matches cascade
Volatility VIXLONG+0.2% · 5d +1.7%52%40 0.04✓ matches cascade
MSTR MSTRLONG+1.2% · 5d -2.9% ↺ fades52%40 0.04⚠ differs
XCU XCUSHORT+-0.0% · 5d -0.6%52%40 0.04✓ 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.