📈 Markets & Finance risk-off · 6–18 months
A what‑if from the future

What if Datacenter-demand disappointment de-rates the power complex?

Slower-than-hyped AI datacenter load growth — from efficiency gains or capex pauses — punctures the power super-cycle narrative, de-rating utilities, IPPs and electrical-equipment names together.

24%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 24% · 90% range 3–46% · 40 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 59% of the class26%
Pooled · weight 87%25%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)25%
Published24%

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. Slower-than-hyped AI datacenter load growth — from efficiency gains or capex pauses — punctures the power super-cycle narrative, de-rating utilities, IPPs and electrical-equipment names together. The trigger decomposes into signed root‑shocks — Natural gas ▼ · 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
1Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.7%
hist -3.02–+0.73% · other way +7.84% (n=9)
2Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.37–-0.13% · other way +3.09% (n=9)
3Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -2.63–+0.56% · other way -2.29% (n=9)
4Micron MUon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.71–+0.42% · other way -4.64% (n=10)
5Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.41–-0.09% · other way +1.46% (n=9)
6Freeport (copper) FCX 📈 chartEquity▼ -0.4%
hist -0.4–+0.12% · other way -1.27% (n=9)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -1.54–+2.72% · other way +27.53% (n=9)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -6.05–+2.01% · other way +1.67% (n=9)
10Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -0.27–+0.03% · other way -0.29% (n=10)
11Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.3%
hist +0.08–+0.18% · other way +3.84% (n=10)
12Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -2.57–+0.44% · other way +7.18% (n=9)
13AMD AMDon Hyperliquid 📈 chartEquity▼ -0.3%
hist -2.0–+0.56% · other way -7.31% (n=10)
14TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.52–+0.07% · other way +2.46% (n=9)

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) -0.4% · 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.

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 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 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 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 ASML bookings-miss crash 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 Netflix subscriber-loss crash 2022-04 Meta 2022-02 Didi removed from China app stores after NYSE IPO 2021-07 Texas grid failure during Winter Storm Uri 2021-02 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 Nvidia crypto-glut guidance crash 2018-11 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 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 Northeast blackout cascading grid failure hits ~55 million 2003-08 Soviet August coup attempt against Gorbachev 1991-08 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
Bitcoin BTCSHORT-2.1% · 5d -2.8%70%26 0.33✓ matches cascade
10y yield DGS10SHORT-8bp · 5d +1bp ↺ fades67%40 0.32·
SOL SOLSHORT-2.1% · 5d -6.1%67%19 0.25✓ matches cascade
Gold XAULONG+1.0% · 5d -0.3% ↺ fades63%35 0.25·
MRVL MRVLLONG+1.1% · 5d -0.4% ↺ fades63%35 0.20⚠ differs
AMD AMDSHORT-1.7% · 5d -2.5%61%39 0.18✓ matches cascade
NVDA NVDASHORT-2.5% · 5d -4.8%61%35 0.16✓ matches cascade
XCU XCUSHORT-0.8% · 5d -0.7%58%35 0.15✓ matches cascade
ETH ETHSHORT-5.4% · 5d -4.3%60%21 0.14✓ matches cascade
MU MUSHORT-1.4% · 5d -2.2%57%38 0.13✓ matches cascade
High-yield credit HYGLONG+0.8% · 5d -0.1% ↺ fades57%33 0.13·
AVGO AVGOSHORT-0.1% · 5d -2.8%56%29 0.09✓ matches cascade
TSM TSMSHORT-0.4% · 5d -1.1%54%35 0.07✓ matches cascade
ASML ASMLSHORT-0.9% · 5d -3.1%54%35 0.06✓ 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.