Grafana
An open-source tool for visualizing data and monitoring system performance, often used for creating dashboards.
Grafana is a popular open-source software that helps people see how their computer systems are performing. It takes data from various sources, like logs and metrics, and displays it in easy-to-understand charts and graphs on a dashboard.
Think of it like a car's dashboard. Instead of showing speed and fuel level, Grafana shows things like how busy a server is, how much memory it's using, or if an application is running without errors. This helps engineers quickly spot problems.
Grafana is an open-source analytics and interactive visualization web application. It provides a platform for users to query, visualize, alert on, and understand their metrics no matter where they are stored. It supports a wide range of data sources, including Prometheus, InfluxDB, Elasticsearch, and SQL databases, allowing for flexible data aggregation and presentation through customizable dashboards.
Its primary use case in AI infrastructure is for observability, enabling teams to monitor the health and performance of complex distributed systems like Kubernetes clusters and AI model inference endpoints. This visibility is crucial for debugging, capacity planning, and ensuring service level objectives.
Grafana is appearing in AI news as frontier labs like OpenAI focus on production monitoring. Tools like Grafana are essential for visualizing the performance metrics and logs generated by AI systems, helping engineers understand and debug complex AI operations in real time.
- Production Monitoring with Codex: Grafana, Kubernetes, & SecurityOpenAI · OpenAI on YouTube ·
- OpenAI ChatGPT
- OpenAI uses Grafana for production monitoring, integrating it with Kubernetes and security tools to help engineers debug live AI issues.
- Graphana
- This is a common misspelling of Grafana.
- Graphviz
- A software for drawing graphs described in DOT language scripts, used
- Tableau
- A powerful business intelligence tool focused on interactive data visua
Grafana was created by Torkel Ödegaard and first released in 2014 as a fork of the existing open-source project Orbit. Source ↗
You can explore Grafana's capabilities by visiting their demo site. Look for dashboards that visualize system metrics or application performance. Try interacting with different panels to see how the data updates and how you can customize the view.
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
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Questions people ask
- What kind of data can Grafana show?
- Grafana can display time-series data, which is data collected over time. This includes metrics like CPU usage, memory consumption, network traffic, and application-specific performance indicators.
- Is Grafana free to use?
- Grafana is open-source and free to download and use. They also offer a cloud-hosted version with paid plans for additional features and support.
First seen on Subvolts Oct 8, 2026. Updated Oct 15, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.