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

What if a disorderly carbon price cascades into utility fossil-generation impairments across the sector?

A disorderly carbon price triggers a cascade of fossil-generation impairments across utilities, with stranded coal and gas plants eroding sector equity and credit simultaneously.

10%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 10% · 90% range 2–17% · 40 analogues · measured class energy 100% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 100% in 10 yr100%
Analyst prior · editorial share 8% of the class8%
Pooled · weight 87%10%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)10%
Published10%

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 risk-off shock. A disorderly carbon price triggers a cascade of fossil-generation impairments across utilities, with stranded coal and gas plants eroding sector equity and credit simultaneously. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Credit spreads ▲ · 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
1Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.7%
hist -1.59–+0.91% · other way -0.12% (n=10)
2MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.52–-0.08% · other way +19.1% (n=10)
3Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.7%
hist +0.06–+0.73% · other way +0.81% (n=10)
4Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -2.27–+2.38% · other way +2.34% (n=4)
5High-yield credit HYG 📈 chartRate▼ -0.5%
hist -0.72–+0.0% · other way +1.63% (n=8)
6Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.5%
hist -2.39–+6.65% · other way -10.32% (n=10)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.5%
model prior · unmeasured
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.5%
hist -0.31–+0.32% · other way +2.49% (n=10)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -0.74–+0.64% · other way +11.74% (n=4)
10Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.47–+0.91% · other way +1.21% (n=10)
11Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -0.32–-0.06% · other way +14.66% (n=4)
12Financials XLF 📈 chartEquity▼ -0.4%
hist -0.54–+0.02% · other way -1.61% (n=10)
13Freeport (copper) FCX 📈 chartEquity▼ -0.3%
hist -1.58–+0.36% · other way +7.93% (n=10)
14S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.49–+0.04% · other way -1.19% (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): High-yield credit -0.5% · Financials -0.4% · Freeport (copper) -0.3% · JPMorgan -0.3% · Tech sector -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.

PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 Northeast blackout cascading grid failure hits ~55 million 2003-08 Chernobyl disaster 1986-04 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 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 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Germany agrees Uniper bailout 2022-07 Kaisa Group offshore default 2021-12 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 IPBES warns ~1 million species face extinction 2019-05 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 2008 global rice / food price crisis peak 2008-04 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
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Bitcoin BTCSHORT-0.1% · 5d -1.4%70%19 0.33✓ matches cascade
XCU XCUSHORT-1.8% · 5d -1.0%64%39 0.27✓ matches cascade
CORN CORNLONG+0.4% · 5d -0.5% ↺ fades63%39 0.25✓ matches cascade
SMH SMHLONG+1.0% · 5d -0.5% ↺ fades62%39 0.21⚠ differs
FCX FCXSHORT-1.3% · 5d -0.9%62%39 0.21✓ matches cascade
NDX NDXLONG+0.5% · 5d -0.8% ↺ fades62%40 0.19⚠ differs
WHEAT WHEATSHORT-1.8% · 5d -1.4%59%39 0.18⚠ differs
High-yield credit HYGSHORT-0.4% · 5d +0.0% ↺ fades60%38 0.16✓ matches cascade
US dollar DXYLONG+0.7% · 5d +0.1%58%40 0.15·
Volatility VIXLONG+6.0% · 5d +1.7%57%39 0.12✓ matches cascade
XLK XLKLONG+0.5% · 5d -0.6% ↺ fades57%39 0.11⚠ differs
XLF XLFSHORT-0.3% · 5d -0.9%56%39 0.10✓ matches cascade
ETH ETHLONG+0.9% · 5d -2.9% ↺ fades56%16 0.08⚠ differs
NVDA NVDASHORT-1.5% · 5d -4.4%53%39 0.05✓ 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.