AWS ML BlogSaturday · September 19, 2026FREE

Amazon SageMaker Inference: 2026 year-to-date launches in review

Amazon SageMaker AI shipped 13 inference launches in year-to-date, an AWS ML Blog post published September 18, 2026 reports. The post frames those launches as falling across two deployment paths: fully managed endpoints and Amazon SageMaker HyperPod Inference. According to the excerpt, the review walks through each of the 13 launches individually. The features named in the excerpt are inference recommendations, capacity-aware instance pools, tiered KV caching, and disaggregated prefill and decode. The post presents these as the span of the year-to-date inference work rather than as a single release, and it organizes the material by deployment path. No pricing, benchmark, performance, or capacity figures are given in the excerpt, so the scale and impact of the individual launches are not quantified there. The excerpt also does not state which launches apply to which deployment path, nor does it give dates for individual launches beyond the September 18, 2026 publication date of the review itself.