Energy & Commodities mixed · 3–10 years
A what‑if from the future

What if a pollinator collapse slashes fruit, nut and oilseed crops?

Pollinator collapse spikes pollinator-dependent specialty crops — almonds, fruit, oilseeds — not the wheat/corn (wind-pollinated) the roots imply. Rhymes with the 2013 California almond pollination crunch when collapsing bee colonies drove pollination-service and almond costs up. The current root map is broken (an invalid 'WHEAT': 6.0); transmission is via specialty-crop/oilseed prices and food CPI, and California/Central-Valley ag exposure, on a multi-year horizon.

9%
our model probability
over 3–10 years
prediction markets — the market's odds
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Anchored to measured history 9% · 90% range 2–16% · 40 dated precedents behind it — a wider range means thinner evidence

Every number ships with its receipt — the odds, the range, the precedents, and a public grade at Reality Check. The statistical machinery that produces it is proprietary.

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 (electric blue) over time vs the market's (Polymarket, amber), from the past toward the 3–10 years 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. Loading the probability audit trail…

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What it would mean

If this plays out, it is a mixed shock. A continental insect-pollinator die-off slashes yields of fruits, nuts and oilseeds, spiking specialty-crop and almond prices. The trigger decomposes into signed root‑shocks — Food inflation ▲ · Climate/crop supply ▲ · Fertilizer cost ▲ — which propagate through our causal graph to the markets below.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Market odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-08-13.