StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper
• 2510.02209 • Published
• 57
trade
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AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets
Paper • 2512.10971 • Published • 4 -
When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments
Paper • 2407.18957 • Published • 3 -
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Paper • 2412.18174 • Published • 1 -
Large Language Model Agent in Financial Trading: A Survey
Paper • 2408.06361 • Published • 1 -
TradingAgents: Multi-Agents LLM Financial Trading Framework
Paper • 2412.20138 • Published • 19 -
AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions
Paper • 2508.11152 • Published • 1 -
Trade-R1: Bridging Verifiable Rewards to Stochastic Environments via Process-Level Reasoning Verification
Paper • 2601.03948 • Published • 1