Arcade machines have evolved significantly in how they handle player matchmaking, whether for competitive or cooperative play. Traditionally, local multiplayer was the norm, with players sharing the same machine or linking cabinets nearby. Modern arcades, however, often incorporate online systems to match players globally.

For competitive play, arcade machines may use leaderboards or skill-based algorithms to pair opponents of similar levels. Cooperative games typically allow players to join sessions via LAN or online lobbies, with some systems even supporting drop-in/drop-out gameplay.

Some advanced arcades use RFID cards or apps to track player stats, enabling smarter matchmaking. Whether through classic split-screen or cutting-edge networking, arcade machines continue to innovate in connecting players for thrilling gaming experiences.