If your idea of a subway game involves sitting in the driver's seat rather than running from the guard, (formerly RailWorks) is the gold standard.

Just don't let the inspector catch you playing it during a work meeting.

A lightweight alternative known for high FPS and customizable controls. Web Browser Versions (No Download)

The Subway Game for PC is an endless runner game that involves controlling a character, typically a graffiti artist, as they surf on a skateboard through a busy subway system. The game's primary objective is to avoid obstacles, such as trains, pillars, and tracks, while collecting coins and power-ups. The game features simple, intuitive controls, with players using the arrow keys or mouse to steer the character, jump, and dive.