harrypapa2002/StockSim
💹 StockSim: Multi-Agent LLM Financial Market Simulator — A realistic trading simulation platform for evaluating large language models in dynamic financial environments.
This platform helps quantitative researchers and strategists evaluate how well Large Language Models (LLMs) can make financial trading decisions. You provide historical market data and LLM configurations, and the system simulates a realistic market environment with various trading agents, including LLM-powered ones. The output includes detailed performance metrics, trading logs, and interactive charts to analyze the LLMs' trading behavior and profitability.
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Use this if you need to rigorously test and compare the performance of different LLM strategies or traditional algorithmic trading models within a dynamic, multi-agent financial market.
Not ideal if you are looking for a simple tool to backtest a single trading strategy or if your primary focus is not on evaluating LLMs in a market context.
Stars
23
Forks
3
Language
Python
License
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Category
Last pushed
Jul 15, 2025
Commits (30d)
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