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    5. Prometheus
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    Added 6/24/2026

    Prometheus

    Open-source metrics monitoring and time-series database

    Prometheus is profiled here as a Observability tool for engineering teams. Read about features, pricing, and how it compares to related options in the tools directory.

    ObservabilityOpen Source
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    Description

    Prometheus is an open-source monitoring system started at SoundCloud in 2012 and the second project to graduate from the CNCF after Kubernetes. It scrapes metrics from instrumented targets, stores them in a time-series database, and exposes PromQL for slicing that data and driving alerts. A pull-based model and service discovery make it the default metrics layer for Kubernetes and cloud-native infrastructure. Alertmanager groups, routes, and silences alerts, while remote-write ships metrics to long-term stores such as Thanos or Mimir for retention beyond local disk. A wide library of exporters exposes metrics from databases, queues, and hardware that lack native instrumentation.

    Key Capabilities:

    • Pull-based metric collection from instrumented endpoints

    • PromQL query language for time-series analysis

    • Local time-series database with efficient storage

    • Alertmanager for alert routing, grouping, and silencing

    • Service discovery across Kubernetes and cloud platforms

    • Client libraries and exporters under an Apache 2.0 license

    Alternative tools

    • HoneyHive

      Evaluation and observability platform for AI agents

    • Sentry

      Error tracking and performance monitoring for developers

    • SigNoz

      Open-source, OpenTelemetry-native observability platform

    • Datadog

      Unified observability for metrics, traces, and logs

    • Arize AX

      Enterprise platform for AI observability and evaluation

    • OpenTelemetry

      Vendor-neutral standard for traces, metrics, and logs

    Used in Stacks

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