MarS
A financial market simulation engine powered by a generative foundation model for realistic, interactive, and controllable order generation.
What is MarS?
MarS is a financial market simulation engine powered by a generative foundation model called the Large Market Model (LMM). It generates realistic, interactive, and controllable financial market orders to simulate market dynamics, enabling applications like forecasting, impact analysis, and strategy testing without real-world financial risk. The engine models order-level events to produce emergent market behavior.
Quantitative researchers, financial engineers, and data scientists working in algorithmic trading, market microstructure analysis, and risk management who need to simulate and analyze market behavior in a controlled environment.
Developers choose MarS for its novel approach of using a generative foundation model to simulate order-level market dynamics, providing a more realistic and controllable alternative to traditional price prediction models. Its ability to validate simulations against established market stylized facts and enable counterfactual analysis for trading strategies offers unique value for financial research and application development.
Overview
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
Use Cases
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