In software testing, simulators play a crucial role by mimicking real-world environments or systems. They allow developers and testers to evaluate application behavior without needing access to physical hardware or complete system components. By creating virtual scenarios, simulators help identify bugs and improve performance under various conditions. This approach enhances cost-effectiveness and reduces the time required for testing, ensuring that software is reliable and functions as intended before deployment.