Therefore our experience is definitely avoid it, it's not mature product and has serious architectural design problems. Prometheus implements its own command language for data operations - PromQL. InfluxDB outperformed Graphite for time series by delivering 7x better compression. Find centralized, trusted content and collaborate around the technologies you use most. InfluxDB generally takes much disk space compared to Prometheus. InfluxDB delivered 10x faster response times for tested queries, compared to response time of cached queries from Graphite. It developed in 2012 and became quite popular as many organizations have started adopting this tool citing various advantages. Connect and share knowledge within a single location that is structured and easy to search. Graphitefocuses on being apassive time series database with a query language and graphing features. For information about creating an InfluxDB Enterprise cluster, see Install an InfluxDB Enterprise cluster. Time-series monitoring is an essential tool for software engineers, data engineers, system administrators, and even for business metrics analysis. InfluxDB is much more suitable for event logging. Even though the database itself is an open-source project, it implements closed-source components to allow clustering. Write a proof of concept with these various databases and measures things. WebInfluxDB v2.7 is the latest stable version. It is often teamed up with Grafana, an open-source data visualization tool to create richer dashboards. This is our experience running huge international internet shop under pretty heavy load. Anyother concerns are addressed by external components. Prometheus vs InfluxDB - Key Differences, concepts, and varies over time. For example, InfluxDB has Kapacitor, and Prometheus has Alertmanager for alerting purposes. Mimir provides significant scale 1 billion active series and beyond with easy deployment, multi-tenancy, durable storage, high availability, and super fast query performance. In this article, we described two popular platforms for time series data storing and monitoring: Prometheus and InfluxDB. Prometheus Logz.io users can begin monitoring popular cloud technologies out-of-the-box with prebuilt monitoring dashboards. Continue Reading. Paul is right that Prometheus is and will always be float-only (strings are possible in a limited fashion via labels), whereas InfluxDB supports many data types. Are compatible with a wide range of tools and plug-ins, including Grafana. There is apparently no support yet for OpenStack's Gnocchi, a related time series Database as a Service, but some have expressed interest in this. We'll use the same join function to demonstrate the difference in syntax. InfluxDB data source Does VictoriaMetrics use Prometheus technologies like other clustered TSDBs built on top of Prometheus such as Thanos or Cortex? Prometheus vs Graphite: Comparison of Metrics Both InfluxDB and Prometheus are open-source, and both have a large community of developers adding to the projects all the time. Both tools are developed in the open, and you can interact with developers and community members via IRC, GitHub, and other communication channels. This is a key component of the Mimir architecture: Diagram of Grafana Mimir architecture which can now ingest metrics from Prometheus, Grafana Agent,