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# BAZAAR LLM trading benchmark. Each agent receives a private value and must decide how to quote based solely on the history of previous rounds.

July 24, 2025

Top LLMs outperform classic baselines like Momentum, Contrarian, Mean Reversion, Gjerstad-Dickhaut, Risk-Aware, Q-Learning, Genetic GDX, Sniper, Roth-Erev.

Four market conditions (distributions): uniform, correlated, bimodal, heavy-tailed.

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