On almost all railway networks worldwide, first and second class travel at exactly the same speed. They are simply different carriages on the same physical train set. Whether you are in a luxurious leather seat with at-seat meal service or a standard cloth seat, you will arrive at your destination at the exact same minute. The "speed" of your journey is determined by the type of train (e.g., a high-speed Shinkansen vs. a local regional train) rather than the class of your ticket. The only exception to this "speed" rule is purely psychological: because first-class carriages are usually quieter, less crowded, and more comfortable, the journey can feel faster and less taxing. In some rare cases, first-class passengers might have "priority" during boarding or disembarking at major hubs, potentially saving a few minutes of "door-to-door" travel time, but the velocity on the tracks remains identical for everyone on board. If your goal is simply to get from Point A to Point B as quickly as possible, the cheapest ticket on a high-speed line is your best value.