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Polymarket Baseball Trading Bot

Otherscore 3found Aug 29, 2026github.com/ardahk/poly-baseball

A niche bot focused on trading baseball-related prediction markets on Polymarket.


This is a specialized trading bot built for baseball prediction markets, which can include game outcomes, player props, or other event-specific markets. The bot is framework-agnostic of anything outside of baseball and has been recently updated.

The strategy likely involves pre-game and in-play mismatch identification between the public's probability and the bot's estimated true probability. It might use head-to-head stats, starting pitcher data, and weather conditions to calculate an expected edge.

Given the niche focus, the bot is likely developed for a small set of markets. The core edge is domain-specific knowledge applied in a quantitative way.

Risks include the illiquidity of some baseball markets and the potential for a few key injuries to invalidate the model, which is a significant risk for the sports that see major roster changes. The project is in an early stage with no visible user base or stars.