Weather & Climate · Arbitrage#259

Temperature-Band Ladder Coherence

Daily temperature markets are usually listed as a ladder of bands or thresholds for the same city and day, and those prices must be internally consistent: the chance of exceeding 95°F can never be higher than the chance of exceeding 90°F, and mutually exclusive bands must sum to one. Weather markets are thin and are often priced band by band by different traders, so violations appear regularly. You scan the ladder and trade the breaks.

What you need to run it

  • Full-ladder capture per city and day with monotonicity and sum-to-one checks
  • Multi-leg execution sized to the thinnest rung in the set
  • Verification that every rung resolves on the same station and the same definition

Where this applies

Markets on Polymarket where temperature-band ladder coherence is the natural play:

  • Will the high in New York City exceed 90°F today?
  • Will the high in New York City exceed 95°F today?
  • Will the high in New York City land between 85°F and 89°F?

Capabilities this demands

Custom code / APISignificant capitalManual research

At a glance

CategoryArbitrage
MarketWeather & Climate
Requirements3
CapabilitiesCustom code / API, Significant capital, Manual research
VenuePolymarket (CLOB, Polygon)

Build it

Related weather & climate strategies

This is documentation, not advice. Poly Research & Robotics publishes how these strategies work because the method should be checkable — not as a recommendation to trade them. See the full strategy database (297 strategies) or the data resources directory.
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