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

What if Industrial slowdown craters diesel and gasoil demand?

A manufacturing and construction downturn slashes industrial diesel and gasoil consumption, swelling distillate stocks and dragging crude lower; the demand loss compounds the structural surplus.

36%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 36% · 90% range 9–63% · 36 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 90% of the class40%
Pooled · weight 86%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 mixed shock. A manufacturing and construction downturn slashes industrial diesel and gasoil consumption, swelling distillate stocks and dragging crude lower; the demand loss compounds the structural surplus. The trigger decomposes into signed root‑shocks — Diesel ▼ · Industrial demand ▼ · Oil demand ▼ · Recession signal ▲ — 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
1Freeport (copper) FCX 📈 chartEquity▼ -0.3%
hist -1.1–+1.72% · other way +0.45% (n=11)
2WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -0.64–+0.88% · other way -1.54% (n=11)
3Financials XLF 📈 chartEquity▼ -0.2%
hist -1.3–+0.27% · other way +1.86% (n=11)
4Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -4.3–+4.88% · other way +3.67% (n=8)
5High-yield credit HYG 📈 chartRate▼ -0.2%
hist -0.52–+0.79% · other way -0.58% (n=11)
6Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.1%
hist -1.63–+0.43% · other way -0.14% (n=11)
7MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.2%
hist -1.53–+3.49% · other way +8.68% (n=11)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Long
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): Freeport (copper) -0.3% · Financials -0.2% · High-yield credit -0.2%

Historical precedent — what analogous events actually did

Across 36 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 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 Texas grid failure during Winter Storm Uri 2021-02 Gold closes above $2,000/oz for the first time 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 Saudi-Russia oil price war 2020-03 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China rout & circuit-breaker / yuan slide 2016-01 China-led global 'Black Monday' rout 2015-08 SNB introduces negative interest rates 2014-12 Russian ruble 'Black Tuesday' 2014-12 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Greek sovereign debt crisis / first EU-IMF bailout 2010-05 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 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 1986 oil price collapse 1986-02 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Three Mile Island partial meltdown 1979-03 1979 Iranian Revolution oil shock 1979-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
10y yield DGS10SHORT-6bp · 5d +1bp ↺ fades68%36 0.31·
XLF XLFSHORT-1.1% · 5d -0.5%66%28 0.28✓ matches cascade
XCU XCUSHORT-1.4% · 5d -0.8%62%28 0.24✓ matches cascade
Gold XAULONG+1.1% · 5d -0.1% ↺ fades62%28 0.24·
MSTR MSTRLONG+3.4% · 5d -4.4% ↺ fades56%28 0.10⚠ differs
US dollar DXYLONG+0.2% · 5d +0.1%53%36 0.05·
FCX FCXLONG+1.9% · 5d +1.3%50%28 0.00⚠ differs
CL CLLONG+1.0% · 5d -1.2% ↺ fades44%28 0.00⚠ differs
SOL SOLLONG+5.4% · 5d -6.9% ↺ fades50%11 0.00⚠ differs
High-yield credit HYGLONG+0.9% · 5d -0.3% ↺ fades50%26 0.00⚠ differs
Volatility VIXSHORT-2.0% · 5d -0.1%48%29 0.00·
Bitcoin BTCLONG+1.5% · 5d -2.9% ↺ fades38%18 0.00·

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.