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

What if Green hydrogen finally scales?

Electrolyzer costs fall enough to make green hydrogen competitive for steel, shipping and fertilizer, decarbonizing hard-to-abate sectors.

27%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 27% · 90% range 14–40% · 40 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 26% of the class25%
Pooled · weight 87%28%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)28%
Published27%

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 mixed shock. Electrolyzer costs fall enough to make green hydrogen competitive for steel, shipping and fertilizer, decarbonizing hard-to-abate sectors. The trigger decomposes into signed root‑shocks — Clean-energy abundance ▲ · Inflation expectations ▼ — 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▼ -1.6%
hist -1.6–-0.21% · other way -3.39% (n=8)
2Brent crude BRENTon Hyperliquid 📈 chartCommodity▼ -1.3%
hist -1.07–+0.25% · other way -5.33% (n=8)
3ExxonMobil XOM 📈 chartEquity▼ -1.2%
hist -1.33–-0.11% · other way -0.73% (n=12)
4WTI crude CLon Hyperliquid 📈 chartCommodity▼ -1.2%
hist -1.37–+1.25% · other way -7.1% (n=8)
5United Airlines UAL 📈 chartEquity▲ +0.7%
hist -0.01–+0.56% · other way +21.46% (n=8)
6Chevron CVX 📈 chartEquity▼ -0.5%
hist -1.38–+0.25% · other way -1.33% (n=12)
7Delta DAL 📈 chartEquity▲ +0.6%
hist -0.09–+1.03% · other way +10.65% (n=8)
8Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.3%
hist -0.07–+0.65% · other way -0.58% (n=10)
930y Treasury yield DGS30 📈 chartRate▼ -3bp
hist -3.04–+2.77% · other way +10.1% (n=12)
1010y Treasury yield DGS10 📈 chartRate▼ -3bp
hist -3.23–+4.52% · other way +10.2% (n=12)
11Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.3%
hist -2.09–+4.49% · other way -1.67% (n=5)
12Tech sector XLK 📈 chartEquity▲ +0.2%
hist -0.1–+0.54% · other way +0.46% (n=8)
13Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.2%
model prior · unmeasured
14Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.2%
hist +0.04–+0.13% · other way -2.4% (n=8)

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: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): ExxonMobil -1.2% · United Airlines +0.7% · Chevron -0.5% · Delta +0.6% · 30y Treasury yield -3bp · 10y Treasury yield -3bp

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 NIF achieves fusion ignition 2022-12 Gulf War air campaign begins 1991-01 US intervention removes Maduro in Venezuela 2026-01 India RBI growth-pivot rate cut 2025-12 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Bitcoin tops $111,970 for a new all-time high 2025-05 Nasdaq Composite first close above 20000 2024-12 S&P 500 first close above 6000 2024-11 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Nikkei 225 record single-day rebound 2024-08 Alphabet announces its first-ever dividend 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 S&P 500 first close above 5000 2024-02 Neuralink implants its first human brain-computer interface 2024-01 Nifty 50 first crosses 20000 2023-09 LK-99 room-temperature superconductor claim 2023-07 Nifty 50 first crosses 19000 2023-06 Strong May 2023 jobs report jolts yields higher 2023-06 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 European TTF gas hits all-time record high 2022-08 Bank of England's first post-pandemic rate hike 2021-12 Nasdaq Composite first close above 15000 2021-08 Wegovy 2021-06 S&P 500 first close above 4000 2021-04 KOSPI first close above 3000 2021-01 First mRNA COVID-19 vaccine authorized 2020-12 AlphaFold cracks the protein-folding problem 2020-11 US 2020 election 'divided government' relief rally 2020-11 Nasdaq Composite first close above 10000 2020-06 WTI crude futures settle negative as demand collapses 2020-04 Saudi-Russia oil price war 2020-03 Tesla posts surprise Q3 profit, shares soar 2019-10 S&P 500 first close above 3000 2019-07 Jacob Zuma resigns as president 2018-02 Sintra tantrum 2017-06 French presidential runoff 2017-05 French presidential first round 2017-04
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XOM XOMSHORT-0.7% · 5d -1.6%61%40 0.22✓ matches cascade
High-yield credit HYGSHORT-0.5% · 5d -0.2%64%39 0.21·
Volatility VIXSHORT-2.7% · 5d -5.5%61%40 0.19·
10y yield DGS10LONG+6bp · 5d +2bp59%40 0.14⚠ differs
XLE XLESHORT-0.7% · 5d -1.7%57%39 0.13✓ matches cascade
CVX CVXSHORT-1.0% · 5d -1.6%57%40 0.12✓ matches cascade
US dollar DXYSHORT-0.1% · 5d -0.1%57%40 0.11·
NDX NDXLONG+0.4% · 5d -0.6% ↺ fades57%40 0.10✓ matches cascade
30y yield DGS30LONG+4bp · 5d +2bp57%40 0.10⚠ differs
Gold XAUSHORT-0.0% · 5d -1.0%55%39 0.08⚠ differs
ETH ETHLONG+1.8% · 5d -4.4% ↺ fades54%36 0.06✓ matches cascade
MSTR MSTRLONG+13.4% · 5d -2.0% ↺ fades52%39 0.05✓ matches cascade
BRENT BRENTLONG+0.8% · 5d -2.3% ↺ fades52%39 0.04⚠ differs
CL CLLONG+1.9% · 5d -2.0% ↺ fades52%39 0.04⚠ differs

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.