When Reasoning Fails: Evaluating "Thinking" LLMs for Stock Prediction

By Rakeshkumar H Sodha

Published 2025-11-13

Everscope rating

1979.2

Relevance to quantitative trading

9 / 10

Implementation complexity

6 / 10

Reproducibility

4 / 5

About this paper

Methodology: Rolling Walk-Forward Cross-Sectional Ranking Evaluation. Problem types: Ranking, Time Series Forecasting, Portfolio Optimization, Risk Management.

arXiv:2511.08608 · Paper rankings

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