Amazon Lookout for Metrics
Amazon Lookout for Metrics is an AI/ML service provided by AWS. It automatically detects anomalies in your metrics and helps you identify their root cause. This tool is designed to assist DevOps engineers in monitoring system health without manual intervention. It simplifies the process of spotting unusual patterns in data streams, allowing teams to focus on resolving issues rather than hunting for them.
You should choose this service when you need automated anomaly detection for your metrics. It is particularly useful for identifying root causes quickly. The pricing model is listed as free, with a free trial available. Be aware that the free tier details are not explicitly defined beyond the trial offer, so verify usage limits carefully to avoid unexpected charges.