One critical difference that you guys forgot is RabbitMQ is push based messaging system whereas Kafka is pull based messaging system. This is important in the scenario where messaging system has to satisfy disparate types of consumers with different processing capabilities. With Pull based system the consumer can consume based on their capability where push systems will push the messages irrespective of the state of consumer thereby putting consumer at high risk.
