MLS has experimented with multiple competitive formats over its history. Early seasons featured conferences divided into divisions, then simplified to two conferences. The playoff format has changed multiple times.
The current format of two 15-team conferences with a 34-game schedule and 18-team playoff has been the most stable, providing consistency that fans and broadcasters appreciate.