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Meteorological Arbitrage on Weather Markets

Arbitragescore 7found Jul 23, 2026null

Exploits price discrepancies between Polymarket weather outcome contracts and external NOAA/ECMWF model forecasts using near-real-time data ingestion.


This strategy monitors Polymarket's Celsius temperature and precipitation markets. It ingests NOAA and ECMWF model outputs via API every 15 minutes, comparing predicted probabilities with market-implied probabilities. Entry occurs when the absolute difference exceeds 5%. Exit is triggered when the gap narrows to below 1% or 30 minutes before the observation window closes. In backtests over 60 days, the strategy yielded 11% monthly Sharpe, though liquidity constraints often limit position size. Implementation uses a Python script hosted on a low-latency VPS with websocket connections to Polymarket's CLOB and the OpenWeather API. A built-in slippage model caps orders at 0.1 ETH per trade.