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Who is VictoriaMetrics?
VictoriaMetrics is a private software company that develops infrastructure software for time series data, operating in internet services and infrastructure for monitoring, observability, and metrics storage in enterprise and cloud environments.
- Time series database software for metrics ingestion, storage, query, and retention
- Monitoring and observability components compatible with Prometheus ecosystems
- Log management and query capabilities for operational telemetry workflows
- Scalable deployment options for single-node and clustered environments
- Managed and self-hosted use across cloud, container, and on-premises infrastructure
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More About VictoriaMetrics
VictoriaMetrics is used in enterprise environments as a backend for infrastructure monitoring, application observability, and long-term metrics retention. Its software is commonly deployed to collect and query operational telemetry from cloud platforms, Kubernetes clusters, virtual machines, and distributed applications. Organizations use it where they need a metrics platform that can fit Prometheus-oriented workflows while supporting larger data volumes or longer retention periods than a basic standalone monitoring stack.
The company is associated with time series database architecture, Prometheus remote write APIs, PromQL compatible query workflows, and cloud-native deployment models. Its software is typically run in containers or on virtual infrastructure, and it is used with exporters, alerting systems, visualization tools, and service discovery mechanisms common in modern observability environments. In practice, this places VictoriaMetrics in the same broad solution category as metrics backends and observability data platforms rather than general-purpose relational or document databases.
Its offerings matter in enterprise operations because metrics systems sit close to incident detection, capacity planning, service performance tracking, and infrastructure cost oversight. A time series platform in this category is part of the operational data path for platform engineering, SRE, and infrastructure teams. VictoriaMetrics is therefore best understood as an infrastructure software vendor focused on internet services and infrastructure use cases, with active solution areas centered on metrics storage, querying, monitoring compatibility, and related telemetry data handling for self-managed and managed environments.
Our description of VictoriaMetrics. Updated September 2026.