Buying high-speed train tickets in advance, especially during peak travel periods, ensures that you secure a seat on your desired train. Although trains run frequently, popular routes can fill up quickly, particularly on weekends or holidays. Early booking also saves you time at the station, allowing for a smooth boarding process.