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

What if Power-capex inflation squeezes utility allowed returns and earnings?

Rising equipment, labor and financing costs outpace allowed-return adjustments, compressing utility earned ROEs and pressuring the sector's earnings even amid load growth.

20%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 20% · 90% range 9–32% · 40 analogues · measured class power 89% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — power ≈1.4869/yr → 89% in 18 mo89%
Analyst prior · editorial share 22% of the class20%
Pooled · weight 87%21%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)21%
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-off shock. Rising equipment, labor and financing costs outpace allowed-return adjustments, compressing utility earned ROEs and pressuring the sector's earnings even amid load growth. The trigger decomposes into signed root‑shocks — Inflation surprise ▲ · Real yields ▲ · 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
1Tech sector XLK 📈 chartEquity▼ -0.6%
hist -0.44–-0.16% · other way -0.63% (n=12)
230y Treasury yield DGS30 📈 chartRate▲ +5bp
hist -1.26–+9.31% · other way +3.0% (n=12)
3Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.5%
hist -0.7–+0.03% · other way -0.64% (n=12)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.39–+2.4% · other way +31.36% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -0.82–+1.2% · other way -0.38% (n=12)
610y Treasury yield DGS10 📈 chartRate▲ +4bp
hist -0.52–+6.93% · other way +6.9% (n=12)
7Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.4%
hist -0.41–+0.48% · other way +0.35% (n=12)
8Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -2.29–+0.85% · other way +5.16% (n=12)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -0.66–+0.93% · other way +7.51% (n=12)
11S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.38–+0.06% · other way +0.76% (n=12)
12Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.2%
hist -1.93–+4.61% · other way +24.59% (n=12)
13Arm ARMon Hyperliquid 📈 chartEquity▼ -0.2%
hist -7.25–+1.08% · other way +0.73% (n=11)
14Homebuilders XHB 📈 chartEquity▼ -0.2%
hist -0.16–+0.11% · other way +0.04% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Long
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): Tech sector -0.6% · 30y Treasury yield +5bp · 10y Treasury yield +4bp · Homebuilders -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.

Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 PJM grid emergency during Winter Storm Elliott 2022-12 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Turkish lira record low on rate cuts 2021-11 European gas crisis intraday record spike 2021-10 Texas grid failure during Winter Storm Uri 2021-02 California rolling blackouts during a record heatwave 2020-08 February 2018 hot wage print triggers rate scare 2018-02 Northeast blackout cascading grid failure hits ~55 million 2003-08 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 Iranian Revolution oil shock 1978-12 Iranian rial slides to a new record low 2025-12 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 Iberian Peninsula total blackout 2025-04 H5N1 bird flu record US egg prices 2025-04 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 DeepSeek shock crushes AI-power utilities Vistra and Constellation 2025-01 Russian gas transit through Ukraine ends 2025-01 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Nasdaq Composite first close above 20000 2024-12 ASML bookings-miss crash 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Constellation-Microsoft Three Mile Island restart powers AI-utility trade 2024-09 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Nikkei 225 record single-day rebound 2024-08 Nikkei 225 worst single-day crash since 1987 2024-08 KOSPI biggest-ever point loss triggers circuit breaker 2024-08 VIX third-highest spike on record 2024-08 Intel's Q2 earnings trigger its worst single-day crash since 1974 2024-08 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 Homebuilders rally as cool June CPI fuels rate-cut bets 2024-07
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
ARM ARMSHORT-6.0% · 5d -6.4%74%26 0.35✓ matches cascade
Gold XAULONG+0.7% · 5d -0.7% ↺ fades58%35 0.13⚠ differs
COIN COINLONG+4.4% · 5d +0.9%57%31 0.13⚠ differs
30y yield DGS30LONG+6bp · 5d +5bp55%40 0.09✓ matches cascade
10y yield DGS10LONG+4bp · 5d +5bp55%40 0.09✓ matches cascade
Volatility VIXLONG+3.1% · 5d +5.0%56%35 0.09·
MSTR MSTRLONG+2.6% · 5d -0.5% ↺ fades53%35 0.06⚠ differs
SOL SOLLONG+1.4% · 5d -5.2% ↺ fades54%33 0.05⚠ differs
ETH ETHSHORT-2.0% · 5d -3.1%53%34 0.05✓ matches cascade
XHB XHBLONG+0.2% · 5d -0.8% ↺ fades53%34 0.05⚠ differs
NDX NDXSHORT-0.4% · 5d -1.0%51%36 0.02✓ matches cascade
SMH SMHSHORT+-0.0% · 5d -1.0%51%35 0.02✓ matches cascade
High-yield credit HYGLONG+0.2% · 5d +0.2%51%34 0.02·
US dollar DXYLONG+0.1% · 5d +0.3%51%40 0.01·

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.