Adaptive Metrics, a feature within Grafana Cloud, effectively addresses the challenges of managing large volumes of metrics data by aggregating unused and partially used metrics into lower cardinality versions, leading to significant cost savings and efficiency improvements. This tool has helped over 1,200 organizations reduce metrics costs by an average of 35%, allowing companies like SailPoint, TeleTracking, Dell Technologies, and Mux to reinvest in their observability stacks and improve their operational efficiency. SailPoint successfully reduced their metrics volume by 33%, while TeleTracking cut their spending on Grafana Cloud Metrics by 50%. Dell Technologies benefited from the elimination of unused metrics, enhancing decision-making processes, and Mux achieved a 60% reduction in metrics volume, enabling them to expand metrics retention and adopt a more proactive incident management approach. These companies have leveraged the insights provided by Adaptive Metrics to focus on high-value metrics, streamline operations, and optimize resource allocation, ultimately enhancing their overall observability capabilities and business outcomes.