🛢 Energy & Commodities mixed · 0–6 months
A what‑if from the future

What if Panama Canal drought re-disrupts grain and diesel freight?

A fresh El Niño drought drops Gatún Lake and slashes Panama Canal draft/transits, rerouting US grain and product cargoes and lifting freight and diesel.

32%
our model probability
over 0–6 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 32% · 90% range 15–49% · 40 analogues · measured class energy 52% in 6 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 52% in 6 mo52%
Analyst prior · editorial share 69% of the class36%
Pooled · weight 87%33%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)33%
Published32%

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 0–6 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 fresh El Niño drought drops Gatún Lake and slashes Panama Canal draft/transits, rerouting US grain and product cargoes and lifting freight and diesel. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Diesel ▲ · Food inflation ▲ · 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
1Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.4%
hist +0.03–+0.44% · other way +0.18% (n=12)
2Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.3%
hist -0.25–+1.42% · other way +0.2% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Short
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.

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.

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 H5N1 bird flu record US egg prices 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 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 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 European gas crisis intraday record spike 2021-10 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 WTI crude futures settle negative as demand collapses 2020-04 IPBES warns ~1 million species face extinction 2019-05 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 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Crude oil all-time high 2008-07 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 2008 global rice / food price crisis peak 2008-04 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 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 Argentina hyperinflation peak / Alfonsin early handover 1989-07 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker Saturday Night Special 1979-10 Three Mile Island partial meltdown 1979-03
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
CORN CORNLONG+1.1% · 5d -1.2% ↺ fades65%31 0.28✓ matches cascade
10y yield DGS10LONG+6bp · 5d +4bp55%40 0.09·
US dollar DXYLONG+0.4% · 5d +0.1%55%40 0.08·
Volatility VIXLONG+1.4% · 5d +3.4%53%32 0.05·
Bitcoin BTCLONG+5.2% · 5d +0.0%53%19 0.04·
Gold XAUSHORT-0.6% · 5d -0.4%52%31 0.03·
WHEAT WHEATLONG+0.2% · 5d -2.3% ↺ fades45%31 0.00✓ matches cascade
High-yield credit HYGLONG+0.5% · 5d +0.0%48%29 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.