# Full AWS SageMaker coverage, plus savings on the cost trend graph

> ZopNight now covers AWS SageMaker end-to-end — 11 more resource types discovered automatically, jobs costed by how long they actually ran, recommendations across endpoints and clusters, and HyperPod clusters schedulable on and off. The Cost Reports trend graph also draws daily savings as its own line.

Source: https://zop.dev/changelog/v1-22-0
Published: 2026-06-12 · Tags: zopnight, zopday, sagemaker, recommendations, cost-reports

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11 more SageMaker types, costed by actual runtime.

## New

- ZopNight: full AWS SageMaker coverage — 11 more types discovered automatically, jobs costed by actual runtime, and HyperPod clusters schedulable on and off (existing AWS customers grant new read permissions for full coverage)
- ZopNight: recommendations now cover SageMaker — idle and over-provisioned endpoints and clusters, batch jobs, managed-spot training, and security checks
- ZopNight: the Cost Reports trend graph now draws your daily savings as its own line alongside spend

## Improved

- ZopNight: remediation failures now explain why in plain language, without leaking cloud identifiers, and show an actionable grant card with a console deep link
- ZopNight: Cost Reports → Tags paging is faster and lighter on accounts with many tags