RabbitMQ primarily implements a message acknowledgment model, allowing messages to be retained until acknowledged by consumers, while Kafka uses a log-based architecture where messages are retained for a configured duration regardless of consumption. This difference influences how systems are architected in terms of scalability and durability requirements.