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

What if Bumper US harvest: record corn glut sinks CORN?

Ideal Midwest weather produces a record corn and soybean crop, gluting global grain markets, sinking CORN futures and easing food inflation.

26%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 26% · 90% range 4–48% · 40 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 63% of the class28%
Pooled · weight 87%27%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)27%
Published26%

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. Ideal Midwest weather produces a record corn and soybean crop, gluting global grain markets, sinking CORN futures and easing food inflation. The trigger decomposes into signed root‑shocks — Corn ▼ · Wheat ▼ · Climate/crop supply ▼ · Food inflation ▼ — 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
1Corn CORNon Hyperliquid 📈 chartCommodity▼ -1.0%
hist -0.83–+0.72% · other way -6.18% (n=6)
2Wheat WHEATon Hyperliquid 📈 chartCommodity▼ -0.7%
hist -0.72–+0.32% · other way -2.01% (n=6)

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.

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.

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 IPBES warns ~1 million species face extinction 2019-05 Chernobyl disaster 1986-04 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Fatal mud-rush halts Freeport's Grasberg, tightening copper supply 2025-09 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Anglo American demerges Valterra Platinum 2025-06 US egg prices hit record on persistent H5N1 2025-03 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 USDA five-pronged plan to combat avian flu and egg prices 2025-02 DRC suspends cobalt exports 2025-02 Cocoa sets fresh all-time high above $12,000 2024-12 Palladium jumps after US pushes G7 sanctions on Russian metal 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 BHP abandons $49bn takeover bid for Anglo American 2024-05 Comex copper hits record on New York short squeeze 2024-05 Cocoa breaches $10,000/ton on West African crop failure 2024-04 Brazil orange-fruit prices hit record 2023-11 Panama Supreme Court voids Cobre Panama copper concession 2023-11 Newmont completes $15bn Newcrest takeover to lead global gold 2023-11 RTX takes $3B charge on Pratt & Whitney GTF engine flaw 2023-09 Niger coup d'etat 2023-07 India bans non-basmati white rice exports 2023-07 Russia terminates the Black Sea Grain Initiative 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 Indonesia announces palm-oil export ban 2022-04 LME nickel short squeeze and trading halt 2022-03 Tin hits nominal record on LME above $48,000/t 2022-03 Russia invasion sends wheat to record high 2022-03 Russia central-bank reserves frozen 2022-02 US H5N1 avian flu detected in commercial poultry 2022-02 Burkina Faso coup d'etat 2022-01 Copper tops $10,000 a tonne for the first time since 2011 2021-04 Texas grid failure during Winter Storm Uri 2021-02 Reddit silver squeeze 2021-02 JPMorgan pays record $920m to settle precious-metals spoofing case 2020-09 Mali coup d'etat 2020-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
US dollar DXYLONG+0.2% · 5d +0.3%59%40 0.15·
CORN CORNLONG+1.2% · 5d -0.4% ↺ fades57%39 0.13⚠ differs
Gold XAULONG+0.1% · 5d -1.2% ↺ fades52%39 0.04·
WHEAT WHEATLONG+0.7% · 5d +0.3%45%39 0.00⚠ differs
Volatility VIXSHORT-1.1% · 5d +0.5% ↺ fades50%39 0.00·
Bitcoin BTCLONG+2.7% · 5d -1.5% ↺ fades48%39 0.00·
High-yield credit HYGSHORT-0.2% · 5d +-0.0%48%39 0.00·
10y yield DGS10LONG+5bp · 5d +2bp43%40 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.