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Cut Grafana Cloud Metrics cost by shrinking active-series count with Adaptive Metrics aggregation rules — auto-recommendations from query history, custom…
Grafana Cloud Adaptive Metrics Docs: https://grafana.com/docs/grafana-cloud/cost-management-and-billing/reduce-costs/metrics-costs/adaptive-metrics.md Aggregation rules that pre-shrink high-cardinality metrics before storage — directly reduces active-series billing. Prerequisites Grafana Cloud Metrics plan (any paid tier) API key with metrics:write (for the Adaptive Metrics API — adaptive-metrics.grafana.net, Bearer auth) For the verification queries: the metrics query endpoint (prometheus-prod-XX.grafana.net) uses HTTP basic auth — <metrics_user> (numeric stack/instance ID) plus a token with metrics:read — not the Bearer key Access to Home → Adaptive Metrics in the Cloud portal Common Workflows 1. Review + apply auto-recommendations
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