@misc{chen2025stockbench,
  title={StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?},
  author={Yanxu Chen and Zijun Yao and Yantao Liu and Jin Ye and Jianing Yu and Lei Hou and Juanzi Li},
  year={2025},
  eprint={2510.02209},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/2510.02209}
}