Azure Managed Grafana is a fully managed service that runs Grafana, the popular open-source data visualization and monitoring platform, on Azure infrastructure. It provides the full Grafana dashboarding experience – interactive panels, alerting, annotations, and team collaboration features – without the operational burden of managing Grafana servers, upgrades, plugins, and high availability configuration. For AI operations teams, Managed Grafana serves as the visualization layer for monitoring ML model performance, tracking inference endpoint latency and throughput, observing data pipeline health, and creating executive dashboards that combine AI metrics with business KPIs.

The service comes with pre-configured data source plugins for Azure Monitor (metrics and logs), Azure Data Explorer, Azure Managed Prometheus, and Microsoft Entra ID. This native integration means teams can query Azure Monitor metrics and KQL-based log data directly from Grafana dashboards without configuring credentials or network connectivity. Additional data source plugins support Prometheus, InfluxDB, Elasticsearch, PostgreSQL, MySQL, and dozens of other data sources, enabling unified dashboards that combine Azure-native telemetry with data from external systems. Grafana alerting rules can trigger notifications through email, Slack, Teams, PagerDuty, and other channels when metrics cross thresholds.

Azure Managed Grafana’s recommended tier is Standard (X1 default size, or X2 for more memory and up to 1,000 alert rules), which offers an SLA, Grafana Enterprise plugin options, zone redundancy, and higher query rates. The lower-cost Essential tier is deprecated: new Essential workspaces can no longer be created, and existing ones are scheduled for complete deprecation by 31 March 2027. The service integrates with Azure Active Directory for authentication and role-based access control, mapping Azure AD groups to Grafana roles (Viewer, Editor, Admin). API key and service principal access enables programmatic dashboard management and CI/CD-driven dashboard deployment from infrastructure-as-code repositories.

Official documentation: https://learn.microsoft.com/en-us/azure/managed-grafana/

Key Capabilities

  • Native Azure Integration - Pre-configured data source plugins for Azure Monitor, Azure Data Explorer, and Managed Prometheus with automatic authentication
  • Full Grafana Experience - Complete Grafana dashboard authoring, alerting, annotations, variables, and templating without managing Grafana infrastructure
  • Azure AD Authentication - Integrated identity management with Azure AD/Entra ID, mapping AD groups to Grafana roles for seamless access control
  • Deterministic Pricing - Instance-based pricing without per-user charges enables cost-predictable deployment for teams of any size

AWS Equivalent

Azure Managed Grafana is Azure’s counterpart to Amazon Managed Grafana. Both provide fully managed Grafana instances with native cloud data source integration. The services are functionally similar, with Azure Managed Grafana offering deeper Azure Monitor and Azure Data Explorer integration, while Amazon Managed Grafana integrates more tightly with CloudWatch, X-Ray, and AWS SSO. Both benefit from Grafana Labs’ enterprise partnership for plugin support.

Origins and History

Azure Managed Grafana was announced at Ignite 2021 in November 2021 and reached general availability on August 17, 2022. The service was developed in partnership with Grafana Labs, which also partnered with AWS for Amazon Managed Grafana. The Essential pricing tier was introduced in 2023 as a lower-cost option, and has since been deprecated in favour of Standard (existing Essential workspaces run until 31 March 2027). Managed Prometheus integration, complementing Managed Grafana for Kubernetes monitoring, reached GA in May 2023. Grafana version upgrades (from Grafana 9 to 10) have been managed automatically by the service.

Sources

  1. Microsoft Learn. “What is Azure Managed Grafana?” https://learn.microsoft.com/en-us/azure/managed-grafana/overview
  2. Microsoft Azure Blog. “Azure Managed Grafana is now generally available.” August 17, 2022. https://azure.microsoft.com/en-us/blog/azure-managed-grafana-is-now-generally-available/
  3. Microsoft Learn. “What is Azure Managed Grafana?” (service tiers), accessed 25 September 2026. https://learn.microsoft.com/en-us/azure/managed-grafana/overview