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Amazon shipped 13 SageMaker inference launches in 2026 across two deployment paths
AWS Machine Learning Bloglow signalAWS's year-to-date review counts 13 inference launches in 2026 split between fully managed endpoints and SageMaker HyperPod Inference, running from inference recommendations and capacity-aware instance pools through to the newer GPU-aware routing work. The value of the post is as a single index of what changed, since the individual launches were announced piecemeal across the year. For anyone who last evaluated SageMaker inference in 2025, the deployment-path split is the thing that has actually changed.
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