Tech

AStockArena: Beyond Returns, Can We Entrust Real Capital to the Decisions of Financial Agents?

By Zeyu Liu, Sing Kwong Lai, Xuanzhi Feng, HaoYang Shang, Yang · arXiv cs.CL

cs.AIcs.CL

arXiv:2611.00515v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used in dynamic financial trading, yet real-time trading benchmarks mainly evaluate agents by cumulative returns and risk-adjusted…

Published: November 3, 2026 (6 h ago)
Outlet: arXiv cs.CL
Section: Tech
Length here: Headline and 28-word snippet. The full article is at the source.

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