polymarket-paper-lab

This repository presents a novel approach to evaluating Polymarket trading strategies: a competitive paper trading lab where 100 bots each start with $1,000 and race against each other. The architecture is TypeScript-based, which suggests a modern, type-safe codebase. The concept is excellent for stress-testing strategies in a simulated environment without risking real capital. While the repo is new (created 2026-09-06) with 0 stars, the idea has strong potential for identifying which algorithmic approaches have an edge. The lab format allows for direct A/B testing of different strategies simultaneously, which is more informative than sequential backtesting. Code quality assessment is limited given the 0KB size (likely not yet populated with substantive code), but the project concept warrants monitoring and potential cloning once matured. This is ideal for quantitative traders and developers looking to develop or validate Polymarket algorithms in a risk-free, competitive environment.