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Polymarket Weather NO-Bet Edge

Weatherscore 6found Aug 24, 2026github.com/BallesJr/polymarket-weather-edge

Automated paper-trading bot that bets NO on overpriced Polymarket temperature markets using METAR and Open-Meteo data.


This bot exploits inefficiencies in Polymarket's weather temperature markets by identifying overpriced YES positions. It uses live METAR (aviation weather) observations and Open-Meteo forecasts to model the true probability of a temperature reaching a certain threshold. A Gaussian probability model calculates the fair price, and the bot buys NO when the market price implies a higher probability than the model suggests. It runs in paper-trading mode (no real money), suggesting the developer is in the testing phase. The strategy has a clear edge in using real-time weather data that may not be perfectly reflected in the market. Risks include model errors, weather forecast uncertainty, and the fact that it's paper trading only.