pushgateway VS prometheus

Compare pushgateway vs prometheus and see what are their differences.


Push acceptor for ephemeral and batch jobs. (by prometheus)
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pushgateway prometheus
9 385
2,895 53,155
1.9% 1.5%
8.1 9.9
7 days ago 6 days ago
Go Go
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.


Posts with mentions or reviews of pushgateway. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-09.
  • Tools for frontend monitoring with Prometheus
    6 projects | dev.to | 9 Apr 2024
  • Monitoring with Custom Metrics
    2 projects | dev.to | 2 Mar 2023
    In case the Custom Metric is related to a job or a short-living script, consider using Pushgateway.
  • Bucketed data from jenkins?
    1 project | /r/PrometheusMonitoring | 9 Feb 2023
    So my idea is to have a python script that buckets data and then publishes it again using pushtogateway: https://github.com/prometheus/pushgateway
  • The right tool for pulling data from random via REST API.
    2 projects | /r/PrometheusMonitoring | 7 Feb 2023
    Is the cron job with a script for getting metric and pushing via https://github.com/prometheus/pushgateway the right way for this task?
  • On the Prometheus Push Gateway
    1 project | dev.to | 1 Jan 2023
    The push gateway is a relatively simple service. There’s one main entry point file (main.go) and an api file (api.go) both at 279 lines log. There’s probably a dozen or so api endpoints, but the key one is the one where you post metrics, defined here
  • "The Pushgateway is not an event store. [...] tracking something like release events has to happen with some event-logging framework."
    2 projects | /r/PrometheusMonitoring | 25 Oct 2022
    We are currently evaluating timeseries databases to build an internal tool for DORA metrics and just looking at prometheus. As tracking releases is more of a push based use case, I looked at pushgateway and the docs stated the following "The Pushgateway is not an event store. [...] tracking something like release events has to happen with some event-logging framework." here
  • Monitoring short lived applications
    1 project | /r/PrometheusMonitoring | 11 Nov 2021
    Checked this out? https://github.com/prometheus/pushgateway
  • Ask HN: Prometheus vs. StatsD / Telegraf
    5 projects | news.ycombinator.com | 11 Apr 2021
    While I somehow understand Prometheus idea that pull is easier to scale than push I've had a bad luck with it.

    First of all Prometheus doesn't even consider monitoring of long-running jobs other than pull way (which didn't make sense for me). There is push gateway [0] but clients libraries seem to consider it only for short-lived jobs where you can send the metrics at the end [1]. It seems I couldn't "push" from long living jobs trivially

    Second when using it for example with django you have to be careful with how you handle multiprocessing that UWSGI/gunicorn does, see [2] - it has bitten me at leas once.

    Comparing to push model where I can just push metrics to [3] statsd_exporter directly and be done with it, but support for statsd is lacking both in terms of frameworks (everyone seems to be migrating to native clients...) and functionality (you've to do labeling basically manually [4])

    To sum up: Prometheus is really great when it works, until you try to go off-track (intentionally or not, see django [2]) then you see its all undiscovered and immature landscape

    [0] https://github.com/prometheus/pushgateway


Posts with mentions or reviews of prometheus. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-03.
  • Prometheus: Open-Source Monitoring Solution
    1 project | news.ycombinator.com | 5 May 2024
  • Release Radar · April 2024 Edition: Major updates from the open source community
    12 projects | dev.to | 3 May 2024
    It's like Prometheus, but for logs. Okay it's not really to do with the Norse or Greek gods, instead Loki is a horizontally-scalable, highly-available, multi-tenant log aggregation system inspired by the open source project Prometheus. Built by Grafana Labs, Loki is designed for ease of use. Instead of indexing the contents of the logs, Loki provides a set of labels for each log stream. The latest update includes query acceleration with Bloom filters, native OTel support, Helm charts, and more. Check out the changelog for all the major changes and deprecations.
  • Fivefold Slower Compared to Go? Optimizing Rust's Protobuf Decoding Performance
    10 projects | news.ycombinator.com | 12 Apr 2024
    WriteRequest::timeseries is a vector (https://github.com/prometheus/prometheus/blob/main/prompb/re...) and
  • Tools for frontend monitoring with Prometheus
    6 projects | dev.to | 9 Apr 2024
    Developers widely use Prometheus as a system for operational monitoring and alerting for their projects. Here is a list of tools for monitoring frontend services with Prometheus.
  • The power of the CLI with Golang and Cobra CLI
    9 projects | dev.to | 6 Apr 2024
    Just to give an example of the power of Go for CLI builds, you may have already used or at least heard of Docker, Kubernetes, Prometheus, Terraform, but what do they all have in common? They all have a large part of their usability via CLI and are developed in Go 🐿.
  • On Implementation of Distributed Protocols
    23 projects | dev.to | 5 Apr 2024
    Distributed system administrators need mechanisms and tools for monitoring individual nodes in order to analyze the system and promptly detect anomalies. Developers also need effective mechanisms for analyzing, diagnosing issues, and identifying bugs in protocol implementations. Logging, tracing, and collecting metrics are common observability techniques to allow monitoring and obtaining diagnostic information from the system; most of the explored code bases use these techniques. OpenTelemetry and Prometheus are popular open-source monitoring solutions, which are used in many of the explored code bases.
  • Golang: out-of-box backpressure handling with gRPC, proven by a Grafana dashboard
    4 projects | dev.to | 3 Apr 2024
    Setting up monitoring for a system, especially one involving GRPC communication, provides crucial visibility into its operations. In this guide, we walked through the steps to instrument both a GRPC server and client with Prometheus metrics, exposed those metrics via an HTTP endpoint, and visualized them using Grafana. The Docker-Compose setup simplified the deployment of both Prometheus and Grafana, ensuring a streamlined process.
  • Monitoring, Observability, and Telemetry Explained
    3 projects | dev.to | 2 Apr 2024
    Alerting and Notification: Select a tool with flexible alerting mechanisms to proactively detect anomalies or deviations from defined thresholds. Consider asking questions like "Does this tool offer customizable alerting options and support notification channels that suit our team's communication preferences?" A tool like Prometheus provides robust alerting capabilities.
  • Observability at KubeCon + CloudNativeCon Europe 2024 in Paris
    7 projects | dev.to | 26 Mar 2024
  • Top 5 Docker Container Monitoring Tools in 2024
    1 project | dev.to | 24 Mar 2024
    Prometheus is an open-source monitoring and alerting toolkit. It is designed to monitor highly dynamic containerized systems, making it an excellent choice for monitoring Docker containers and Kubernetes clusters.

What are some alternatives?

When comparing pushgateway and prometheus you can also consider the following projects:

statsd_exporter - StatsD to Prometheus metrics exporter

metrics-server - Scalable and efficient source of container resource metrics for Kubernetes built-in autoscaling pipelines.

django-prometheus - Export Django monitoring metrics for Prometheus.io

skywalking - APM, Application Performance Monitoring System

client_python - Prometheus instrumentation library for Python applications

Jolokia - JMX on Capsaicin

fourkeys - Platform for monitoring the four key software delivery metrics of software delivery

Telegraf - Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.

json_exporter - A prometheus exporter which scrapes remote JSON by JSONPath

JavaMelody - JavaMelody : monitoring of JavaEE applications

material-ui - MUI Core (formerly Material UI) is the React UI library you always wanted. Follow your own design system, or start with Material Design. [Moved to: https://github.com/mui/material-ui]

Glowroot - Easy to use, very low overhead, Java APM