We look at what would be the cost of serving the same workload at Amazon Managed Service for Prometheus, Google Cloud Managed Service for Prometheus and VictoriaMetrics Cloud. This blog post outlines how the VictoriaMetrics remote write protocol allows reducing network traffic costs by 2x-4x compared to the Prometheus remote write protocol at the cost of slightly higher CPU usage (+10% according to our production stats). User asks question Model responds User marks it as erroneous Model owner receives the report and generates a correct response Model owner feeds the response back to the model as correction step Model improves