VictoriaMetrics

VictoriaMetrics is a fast, cost-efficient time series database and monitoring backend compatible with Prometheus remote write. It focuses on high cardinality and long-term storage with lower resource usage. Against InfluxData it offers strong performance for metrics replacement scenarios but less emphasis on edge-to-cloud continuity or physical AI sensor streams.