🛢 Energy & Commodities risk-off · 6–18 months
A what‑if from the future

What if sanctions on Russian palladium spike autocatalyst costs for automakers?

Sanctions or supply disruption on Russian palladium (a dominant share of supply) spikes PGM prices and raises autocatalyst costs for global automakers, a trade-and-supply metals scenario.

9%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 9% · 90% range 1–17% · 40 analogues · measured class trade_war 87% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — trade_war ≈1.3449/yr → 87% in 18 mo87%
Analyst prior · editorial share 9% of the class8%
Pooled · weight 87%9%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)9%
Published9%

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. Sanctions or supply disruption on Russian palladium (a dominant share of supply) spikes PGM prices and raises autocatalyst costs for global automakers, a trade-and-supply metals scenario. The trigger decomposes into signed root‑shocks — Geopolitical risk ▲ · 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
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +5.1%
hist +0.18–+6.53% · other way -9.52% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -3.3%
hist -2.09–-1.12% · other way +1.25% (n=12)
3Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -2.2%
hist -1.41–-0.73% · other way +1.17% (n=12)
4Tech sector XLK 📈 chartEquity▼ -2.3%
hist -1.35–-0.51% · other way +1.94% (n=12)
5Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -1.8%
hist -1.35–-0.54% · other way +6.78% (n=12)
6TSMC TSMon Hyperliquid 📈 chartEquity▼ -1.7%
hist -2.48–+0.08% · other way +2.93% (n=12)
7AMD AMDon Hyperliquid 📈 chartEquity▼ -1.4%
hist -1.27–+0.29% · other way +5.2% (n=12)
8Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -1.4%
hist -1.4–+1.47% · other way -1.23% (n=10)
9Micron MUon Hyperliquid 📈 chartEquity▼ -1.4%
hist -1.0–+0.53% · other way +6.1% (n=12)
10Marvell MRVLon Hyperliquid 📈 chartEquity▼ -1.4%
hist -1.09–-0.12% · other way +10.41% (n=12)
11ASML ASMLon Hyperliquid 📈 chartEquity▼ -1.3%
hist -2.63–+0.41% · other way -0.31% (n=12)
12S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -1.1%
hist -1.49–+0.01% · other way +2.72% (n=12)
13Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.9%
hist -1.49–+0.08% · other way -1.7% (n=9)
14Qualcomm QCOMon Hyperliquid 📈 chartEquity▼ -1.0%
hist -2.86–+0.56% · 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
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 gold hedge.
Also moves (not yet on Hyperliquid): Tech sector -2.3% · Chinese yuan -0.8% · High-yield credit -0.6% · Aussie dollar -0.4% · Financials -0.4% · Lockheed +0.4%

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.

Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Gold peaks at $850 1980-01 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Egyptian revolution / Mubarak uprising 2011-01 Soviet August coup attempt against Gorbachev 1991-08 Silver Thursday 1980-03 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker Saturday Night Special 1979-10 1979 Iranian Revolution oil shock 1979-01 Smoot-Hawley clears the US House 1929-05 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 US-China extend tariff truce by another 90 days 2025-08 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Israel strikes Iran — Operation Rising Lion 2025-06 US and China agree Geneva tariff truce, slashing rates 2025-05 October 2024 Iranian ballistic-missile attack on Israel 2024-10 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 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Tin hits nominal record on LME above $48,000/t 2022-03 Burkina Faso coup d'etat 2022-01 Turkish lira record low on rate cuts 2021-11 Mali coup d'etat 2020-08 Gold closes above $2,000/oz for the first time 2020-08 Saudi-Russia oil price war 2020-03 Bitcoin Cash hash war capitulation 2018-11 US List 3 tariffs on $200B of Chinese goods finalized 2018-09 US Section 301 List 1 tariffs take effect on China 2018-07 China retaliates: $50B tariff list incl. soybeans 2018-04 US Section 232 steel & aluminum tariffs imposed 2018-03 February 2018 hot wage print triggers rate scare 2018-02 Mexican peso crash on Trump 2016 win 2016-11 OPEC abandons output defense, opting for market share vs US shale 2014-11 Gold futures velocity-logic flash crash 2014-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
TRY TRYSHORT-2.3% · 5d +0.2% ↺ fades68%33 0.33✓ matches cascade
INTC INTCSHORT-3.3% · 5d -1.8%66%35 0.28✓ matches cascade
CNY CNYSHORT-0.5% · 5d -0.2%62%33 0.23✓ matches cascade
ETH ETHSHORT-3.1% · 5d -5.7%62%27 0.20✓ matches cascade
KWEB KWEBSHORT-2.0% · 5d -1.8%63%32 0.20✓ matches cascade
RTX RTXSHORT-0.7% · 5d -0.7%60%39 0.18⚠ differs
SOL SOLLONG+1.8% · 5d -8.3% ↺ fades61%19 0.15⚠ differs
MU MULONG+1.1% · 5d -1.4% ↺ fades59%34 0.14⚠ differs
QCOM QCOMSHORT-2.2% · 5d -2.1%59%33 0.13✓ matches cascade
AUD AUDSHORT-0.8% · 5d -0.4%58%33 0.12✓ matches cascade
COIN COINLONG+4.7% · 5d +1.7%57%17 0.12⚠ differs
30y yield DGS30LONG+10bp · 5d +6bp56%39 0.12✓ matches cascade
10y yield DGS10LONG+9bp · 5d +7bp56%39 0.12✓ matches cascade
TSM TSMSHORT-1.5% · 5d -2.4%58%33 0.11✓ 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.