Ratings move based on upsets and expectations
In the ELO system, a high-rated player expected to win a match gains few points for victory but loses many for defeat. A low-rated player gains more for a win because the upset was larger. The magnitude of change depends on the pre-game rating gap: beating a much stronger opponent swings more rating points than beating a peer. This self-adjusting mechanism prevents ratings from stalling and keeps them responsive to current form.
From chess to soccer to esports
ELO originated in chess but has spread to soccer rankings, esports, and online gaming platforms. The system requires only match results, no subjective judgment, making it reproducible and transparent. Millions of casual players know their ELO rating, and it drives matchmaking in competitive video games. Organizations like FIDE (chess) and esports leagues publish ELO ratings, making it one of the most widely adopted player-comparison tools.