Legacy replication executed binlog events via a single SQL thread, creating inevitable replication lag behind multi-threaded primary hosts.
Modern MySQL Multi-Threaded Slaves (slave_parallel_type = LOGICAL_CLOCK) track transaction commit groups on the master to replay concurrent commits simultaneously across slave_parallel_workers on replicas, slashing replication lag to near-zero.