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TPS (delivery/ack rate) to drop to 0 while incoming continues?

This sounds like you have a bug in your consumers. I've seen cases exactly like this where users think there must be something wrong with RabbitMQ when in fact their consumers process a message, hit an exception, and then just stop, because they don't handle the exception correctly.

What could be the underlying issue that causes for messages to remain stuck in unack after consumers are scaled down (no consumers present)?

I seriously doubt that you had 0 consumers. RabbitMQ's behavior since day one is to re-enqueue unacked messages when consumers disappear.

As @michaelklishin said, the version of RabbitMQ you're using isn't…

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Answer selected by michaelklishin
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ineligible-for-community-support For topics that community (free of charge) support does not cover
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