What are the best Message Queue Tools?

RabbitMQ, Kafka, Amazon SQS, Celery, and ActiveMQ are the most popular tools in the category "Message Queue". "It's fast and it works with good metrics/monitoring" is the primary reason developers pick RabbitMQ over its competitors, while "High-throughput" is the reason why Kafka was chosen.