🛢 Energy & Commodities mixed · 1–3 years
A what‑if from the future

What if the capital cost of decarbonising steelmaking raises global steel prices and strands old capacity?

The capital cost of decarbonising steelmaking (hydrogen DRI, electric arc) raises global steel prices and strands carbon-intensive capacity, an NGFS transition-cost scenario for heavy industry.

10%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 10% · 90% range 2–17% · 37 analogues · measured class trade_war 98% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — trade_war ≈1.3449/yr → 98% in 3 yr98%
Analyst prior · editorial share 8% of the class8%
Pooled · weight 86%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 1–3 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. The capital cost of decarbonising steelmaking (hydrogen DRI, electric arc) raises global steel prices and strands carbon-intensive capacity, an NGFS transition-cost scenario for heavy industry. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Industrial demand ▲ · Inflation surprise ▲ · Trade tension ▲ — 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
1Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.4–-0.16% · other way +1.17% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -0.43–+0.07% · other way +1.25% (n=12)
3TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.5%
hist -2.66–+0.61% · other way +2.93% (n=12)
4Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.5%
hist -0.22–+0.33% · other way +0.06% (n=12)
5Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.4%
hist -0.79–+0.71% · other way +1.35% (n=12)
6Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.64–+0.01% · other way +6.78% (n=12)
7Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.37–+0.89% · other way -1.7% (n=9)
8AMD AMDon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.88–+1.19% · other way +5.2% (n=12)
9Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.9–+1.29% · other way -1.23% (n=10)
10Micron MUon Hyperliquid 📈 chartEquity▼ -0.4%
hist -1.75–+0.61% · other way +6.1% (n=12)
11Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.4%
hist -1.09–+2.18% · other way +10.41% (n=12)
12Tech sector XLK 📈 chartEquity▼ -0.4%
hist -0.34–+0.47% · other way +1.94% (n=12)
13ASML ASMLon Hyperliquid 📈 chartEquity▼ -0.3%
hist -2.06–+0.81% · other way -0.31% (n=12)
14Qualcomm QCOMon Hyperliquid 📈 chartEquity▼ -0.3%
hist -2.7–+0.71% · other way -2.2% (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: 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): Tech sector -0.4% · Chinese yuan -0.2% · Freeport (copper) +0.2% · 30y Treasury yield +2bp · 10y Treasury yield +2bp

Historical precedent — what analogous events actually did

Across 37 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.

Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Chernobyl disaster 1986-04 Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Trump's 50% copper tariff sends Comex copper to a record 2025-07 H5N1 bird flu record US egg prices 2025-04 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 India slashes gold import duty from 15% to 6% in 2024 budget 2024-07 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 Gold closes above $2,000/oz for the first time 2020-08 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 IPBES warns ~1 million species face extinction 2019-05 China retaliates: $50B tariff list incl. soybeans 2018-04 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Mexican peso crash on Trump 2016 win 2016-11 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Crude oil all-time high 2008-07 2008 global rice / food price crisis peak 2008-04 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 Soviet August coup attempt against Gorbachev 1991-08 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker Saturday Night Special 1979-10 Three Mile Island partial meltdown 1979-03 Iranian Revolution oil shock 1978-12 Argentina Rodrigazo shock 1975-06 1974 sugar price spike to record 65+ cents 1974-11 Nixon Shock 1971-08 Smoot-Hawley clears the US House 1929-05
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
INTC INTCSHORT-4.3% · 5d -2.6%72%27 0.40✓ matches cascade
CNY CNYSHORT-0.4% · 5d -0.1%67%24 0.33✓ matches cascade
FCX FCXSHORT-3.8% · 5d -1.3%63%24 0.21⚠ differs
TSM TSMSHORT-2.2% · 5d -2.6%63%24 0.19✓ matches cascade
QCOM QCOMSHORT-2.3% · 5d -2.8%63%24 0.19✓ matches cascade
WHEAT WHEATSHORT-0.4% · 5d -2.5%59%24 0.17⚠ differs
XLK XLKLONG+0.6% · 5d -1.0% ↺ fades61%24 0.17⚠ differs
BABA BABASHORT-2.1% · 5d -3.4%57%18 0.12✓ matches cascade
EURUSD EURUSDSHORT-0.8% · 5d +0.0% ↺ fades57%24 0.12✓ matches cascade
MRVL MRVLLONG+2.3% · 5d -1.1% ↺ fades57%24 0.11⚠ differs
Gold XAUSHORT-0.9% · 5d -0.6%53%24 0.06✓ matches cascade
SMH SMHLONG+0.1% · 5d -1.1% ↺ fades53%24 0.05⚠ differs
NDX NDXLONG+0.3% · 5d -1.0% ↺ fades54%26 0.05⚠ differs
Volatility VIXLONG+2.2% · 5d +5.6%53%25 0.05·

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.