
Audit Reveals Lack of Reproducibility in LLM Trading Agents
This research paper analyzes 77 studies on LLM-based trading agents, revealing a critical lack of standardized evaluation protocols and reproducibility. The authors highlight that most current agentic trading research fails to account for transaction costs, execution timing, or robust backtesting standards.



