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

What if Iran sanctions relief adds 1.3 mb/d into an oversupplied market?

A nuclear understanding lifts restrictions and Iran ramps exports by over 1 mb/d into an already-soft market; Brent slides toward the low-$60s and the heavy-sour discount narrows as barrels return.

36%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 36% · 90% range 5–66% · 20 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 95% of the class42%
Pooled · weight 77%37%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)37%
Published36%

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-on shock. A nuclear understanding lifts restrictions and Iran ramps exports by over 1 mb/d into an already-soft market; Brent slides toward the low-$60s and the heavy-sour discount narrows as barrels return. The trigger decomposes into signed root‑shocks — Geopolitical risk ▼ · Inflation expectations ▼ · Oil 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
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -2.7%
hist -8.1–+0.73% · other way +14.47% (n=8)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +1.2%
hist -0.02–+1.79% · other way -0.6% (n=8)
3Tech sector XLK 📈 chartEquity▲ +0.9%
hist -0.29–+1.7% · other way -0.52% (n=8)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.8%
hist -7.16–+13.21% · other way +5.54% (n=8)
5S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.6%
hist -0.38–+2.51% · other way +0.44% (n=12)
6Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.6%
hist -3.09–+4.46% · other way -1.75% (n=4)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.5%
model prior · unmeasured
8Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.5%
hist -2.61–+4.39% · other way -0.65% (n=4)
9Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.5%
hist -0.13–+0.92% · other way +0.36% (n=8)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -8.14–+9.82% · other way -0.79% (n=7)
11Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +0.3%
hist -0.03–+0.53% · other way -0.78% (n=8)
12High-yield credit HYG 📈 chartRate▲ +0.3%
hist -0.87–+1.6% · other way -0.44% (n=8)
13AMD AMDon Hyperliquid 📈 chartEquity▲ +0.3%
hist -0.41–+1.18% · other way +0.73% (n=9)
14Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.3%
hist -1.05–+1.09% · other way -0.34% (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: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): Tech sector +0.9% · High-yield credit +0.3% · 30y Treasury yield -2bp · Financials +0.2% · 10y Treasury yield -2bp · Lockheed -0.2%

Historical precedent — what analogous events actually did

Across 20 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 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 PJM grid emergency during Winter Storm Elliott 2022-12 European TTF gas hits all-time record high 2022-08 Texas grid failure during Winter Storm Uri 2021-02 Norilsk Nickel Arctic diesel spill 2020-05 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 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 Fed surprise inter-meeting cut 2001-01 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
COIN COINLONG+29.4% · 5d +9.1%75%6 0.44✓ matches cascade
LMT LMTSHORT-3.9% · 5d -1.9%75%20 0.38✓ matches cascade
NOC NOCSHORT-1.7% · 5d -0.6%70%19 0.37✓ matches cascade
Volatility VIXSHORT-6.0% · 5d -5.4%74%19 0.36✓ matches cascade
MRVL MRVLLONG+3.1% · 5d +1.4%71%17 0.34✓ matches cascade
SPX SPXLONG+1.9% · 5d +0.2%67%20 0.31✓ matches cascade
NDX NDXLONG+1.1% · 5d -0.3% ↺ fades65%19 0.25✓ matches cascade
ETH ETHLONG+4.2% · 5d -3.1% ↺ fades67%9 0.24✓ matches cascade
30y yield DGS30LONG+8bp · 5d +2bp67%20 0.24⚠ differs
XLF XLFSHORT-0.7% · 5d -0.6%62%17 0.23⚠ differs
AVGO AVGOSHORT-1.4% · 5d -1.6%62%10 0.20⚠ differs
TSM TSMLONG+2.4% · 5d +0.6%57%17 0.14✓ matches cascade
US dollar DXYLONG+0.1% · 5d -0.5% ↺ fades58%20 0.14⚠ differs
Gold XAULONG+0.8% · 5d +0.1%57%17 0.14⚠ 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.