An LLM trading system that selects agents through an internal contest scored by a zero-intelligence trader and LightGBM predictions reports 52.8% returns and Sharpe 3.12 on A-shares over six months.
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ContestTrade: A Multi-Agent Trading System Based on Internal Contest Mechanism
An LLM trading system that selects agents through an internal contest scored by a zero-intelligence trader and LightGBM predictions reports 52.8% returns and Sharpe 3.12 on A-shares over six months.