RabbitMQ is the better choice for background task queues that require per-message acknowledgement, dead letter queues, priority queuing, and flexible routing-patterns where tasks must be processed exactly once and failures handled individually. Kafka is preferable for high-throughput event streaming where messages need to be retained and consumed by multiple independent consumer groups. For standard job processing-such as email sending, image resizing, and report generation-RabbitMQ offers simpler configuration and more suitable semantics than Kafka.
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