pmintel.report
← all strategies

Polymarket Weather Bot with Full Data History

Weatherscore 6found Sep 6, 2026github.com/kshitij406/polymarket-weather-bot

An extensive weather-based trading bot leveraging a large dataset (approx. 490 MB) of historical weather and market data to identify predictive patterns.


This repository contains a substantial Python-based bot for weather markets on Polymarket. The repo size of nearly 500 MB suggests it includes extensive historical data, likely collection scripts, and a machine learning pipeline for forecasting temperature outcomes.

The strategy analyzes historical correlations between weather forecasts and market pricing to identify mispriced opportunities. While the specific model architecture isn't documented in the description, the data volume suggests sophisticated feature engineering is possible.

Created on 2026-04-20 and actively updated through 2026-09-06, this bot has been developed for over four months, implying significant iteration. The lack of pre-screening flags suggests it's not a low-quality clone.

The repository has 0 stars and forks, which is a red flag for traction; however, this is common for private bots that haven't been promoted. Without verifiable performance metrics, the actual edge cannot be confirmed from the repo description alone.