How Does the Size of an Order Affect Its Susceptibility to Front-Running?

Larger orders are significantly more susceptible to front-running because they are expected to cause a greater price impact upon execution. This larger price movement creates a more profitable opportunity for the front-runner.

Consequently, MEV bots actively scan the mempool for large orders that guarantee a substantial profit from a sandwich or front-running attack.