📈 Markets & Finance risk-on · 3–10 years
A what‑if from the future

What if Green-tech deflation boom: cheap clean power lowers production costs?

Plunging clean-energy and storage costs structurally lower production costs across industry, a green-tech deflation that lifts real incomes and growth.

24%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 24% · 90% range 5–43% · 11 analogues · measured class deflation 98% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 98% in 10 yr98%
Analyst prior · editorial share 14% of the class14%
Pooled · weight 65%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 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-on shock. Plunging clean-energy and storage costs structurally lower production costs across industry, a green-tech deflation that lifts real incomes and growth. The trigger decomposes into signed root‑shocks — Clean-energy abundance ▲ · Growth surprise ▲ · Industrial demand ▲ · Inflation expectations ▼ · 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▼ -1.3%
hist -1.85–+0.23% · other way -3.89% (n=5)
2Solana SOLon Hyperliquid 📈 chartCrypto▲ +1.1%
hist -2.27–+3.37% · other way -9.75% (n=5)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +1.1%
hist -14.76–+18.92% · other way +8.22% (n=5)
4Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -1.1%
hist -2.42–+0.59% · other way -4.7% (n=5)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +1.0%
hist +0.48–+0.98% · other way -1.39% (n=6)
6ExxonMobil XOM 📈 chartEquity▼ -1.0%
hist -1.94–+0.35% · other way +1.09% (n=12)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.9%
model prior · unmeasured
8WTI crude CLon Hyperliquid 📈 chartCommodity▼ -1.0%
hist -2.87–+1.45% · other way -5.65% (n=5)
9Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.8%
hist -3.03–+4.82% · other way -4.93% (n=5)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.6%
hist -9.33–+12.26% · other way -1.59% (n=5)
11Tech sector XLK 📈 chartEquity▲ +0.7%
hist +0.19–+0.7% · other way -0.04% (n=5)
12Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.6%
hist -6.98–+2.77% · other way +18.81% (n=6)
13United Airlines UAL 📈 chartEquity▲ +0.6%
hist -5.74–+7.6% · other way +8.31% (n=5)
14S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.4%
hist -1.15–+2.13% · other way -0.31% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): ExxonMobil -1.0% · Tech sector +0.7% · United Airlines +0.6% · Chevron -0.5% · Delta +0.5% · 30y Treasury yield -3bp

Historical precedent — what analogous events actually did

Across 11 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 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 NIF achieves fusion ignition 2022-12 WTI crude futures settle negative as demand collapses 2020-04 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 Volcker Saturday Night Special 1979-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
DAL DALLONG+7.4% · 5d +0.8%78%8 0.50✓ matches cascade
Volatility VIXSHORT-6.4% · 5d -6.3%82%10 0.47✓ matches cascade
MRVL MRVLLONG+1.6% · 5d +3.2%78%8 0.34✓ matches cascade
30y yield DGS30LONG+10bp · 5d +0bp71%11 0.32⚠ differs
EURUSD EURUSDSHORT-0.0% · 5d +0.5% ↺ fades67%8 0.30⚠ differs
BRENT BRENTSHORT-1.6% · 5d -5.6%67%8 0.27✓ matches cascade
Bitcoin BTCLONG+12.6% · 5d -3.1% ↺ fades64%6 0.24✓ matches cascade
ETH ETHLONG+4.4% · 5d -4.9% ↺ fades64%6 0.20✓ matches cascade
XLE XLELONG+1.0% · 5d -0.8% ↺ fades61%8 0.19⚠ differs
Gold XAULONG+1.6% · 5d +0.2%61%8 0.19✓ matches cascade
FCX FCXLONG+4.9% · 5d +0.9%61%8 0.19✓ matches cascade
SOL SOLSHORT-3.2% · 5d -11.4%64%6 0.18⚠ differs
XLK XLKSHORT-0.2% · 5d -0.4%61%8 0.15⚠ differs
SPX SPXLONG+1.9% · 5d +0.4%58%11 0.15✓ 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.