SageMaker HyperPod Inference Gateway: Fast Routing or Added Complexity?

Optimist: AWS says its GPU-aware HyperPod Inference Gateway can reduce first-token latency by up to 82 percent. It uses real-time GPU signals to route requests to suitable pods, aiming to reduce idle capacity left unused by naive routing. Skeptic: An additional EKS-managed addon is still another layer to operate; whether the performance benefit justifies that layer depends on the workload.