ShiJianBench: From Dialogue to Decision for Long-Horizon Evaluation of Investment Advisors
Experiments on Chinese fund-market traces from 2021 to 2026 identify a stable leading group of LLM advisors that combines substantially stronger personalized content with competitive investor-side trajectory outcomes.