StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Yanxu Chen, Zijun Yao, Yantao Liu +5

Large language models (LLMs) demonstrate strong potential as autonomous agents, with promising capabilities in reasoning, tool use, and sequential decision-making. While prior benc…