An illustrative JetStream incident snapshot can look contradictory: num_pending is 18,240, num_ack_pending is fixed at 64, and num_redelivered is 27. One dashboard may call all three values “consumer lag,” but they describe different ownership states. Pending messages have not reached a worker. Ack-pending messages are already held ...