StockSim
Unverified ML strategy on Indices by harrypapadakis. BotFinder score 18 out of 100.
💹 StockSim: Multi-Agent LLM Financial Market Simulator — A realistic trading simulation platform for evaluating large language models in dynamic financial environments.
Source: github
BotFinder analysis pending.
StockSim
StockSim: Multi-Agent LLM Financial Market Simulation Platform 🔗 Live Demo: harrypapa2002.github.io/StockSim 📄 Paper: StockSim: Multi-Agent LLM Financial Market Simulation Platform (arXiv:2507.09255) StockSim is a comprehensive, open-source simulation platform designed for systematic evaluation of Large Language Models (LLMs) in realistic financial decision-making environments. The platform provides unprecedented capabilities for studying LLM behavior in dynamic, multi-agent trading scenarios. 🌟 Key Features Core Capabilities - Dual Simulation Modes: Real-time order book simulation and high-throughput historical backtesting - Multi-Agent Coordination: Support for heterogeneous LLM and traditional algorithmic traders - Multi-Instrument Trading: Portfolio-level coordination across stocks, cryptocurrencies, and other assets - Advanced Market Simulation: Realistic market microstructure with latency, slippage, and market impact modeling - Comprehensive Analysis: Automatic chart generation, performance metrics, and research data export LLM Integration - Specialized Analysts: Market analyst
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