Trading Symposium

Strategies and tools for prediction market trading

How to Build a Sports Prediction Trading Bot for Polymarket

April 14, 2026 · 8 min read

A step-by-step guide to building an automated trading bot that uses calibrated win probability models to find profitable edges on sports prediction markets like Polymarket.

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Understanding Edge in Prediction Markets: Why Calibration Matters More Than Accuracy

April 14, 2026 · 7 min read

Most prediction market traders focus on picking winners. The real alpha comes from calibrated probabilities that consistently identify mispriced contracts. Here's how to measure and exploit edge.

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