Proprietary trading firms, commonly referred to as prop trading firms, have become essential contributors to the functioning of modern financial markets. One of their most significant impacts lies in enhancing market liquidity, a critical factor that influences trading efficiency, price stability, and investor confidence. Understanding the role prop trading firms play in liquidity provision reveals