Software Alternatives & Reviews

Apache SkyWalking VS Prometheus

Compare Apache SkyWalking VS Prometheus and see what are their differences

Apache SkyWalking logo Apache SkyWalking

Apache SkyWalking is an open-source application performance monitoring solution that provides tracking, metrics analysis, service mesh observability, alarm, and visualization.

Prometheus logo Prometheus

An open-source systems monitoring and alerting toolkit.
  • Apache SkyWalking Landing page
    Landing page //
    2023-05-21
  • Prometheus Landing page
    Landing page //
    2021-10-13

Apache SkyWalking videos

Chapter04 Session10 - Apache Skywalking by Sheng Wu

More videos:

  • Review - Apache SkyWalking | Top 42 Alternatives of Apache SkyWalking
  • Review - Observability in Service Mesh Powered by Envoy and Apache SkyWalking - Sheng Wu & Lizan Zhou

Prometheus videos

How Prometheus Monitoring works | Prometheus Architecture explained

Category Popularity

0-100% (relative to Apache SkyWalking and Prometheus)
Monitoring Tools
6 6%
94% 94
Log Management
7 7%
93% 93
Development
100 100%
0% 0
Performance Monitoring

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache SkyWalking and Prometheus

Apache SkyWalking Reviews

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Prometheus Reviews

Top 11 Grafana Alternatives & Competitors [2024]
Under the hood, Grafana is powered by multiple tools like Loki, Tempo, Mimir & Prometheus. SigNoz is built as a single tool to serve logs, metrics, and traces in a single pane of glass. SigNoz uses a single datastore - ClickHouse to power its observability stack. This makes SigNoz much better in correlating signals and driving better insights.
Source: signoz.io
GCP Managed Service For Prometheus vs. Levitate | Last9
Levitate is up to 30X cost-efficient compared with Google Managed Prometheus. This is possible because of warehousing capabilities such as data tiering, streaming aggregations, and cardinality controls, making it a much superior choice to Google Managed Prometheus.
Source: last9.io
The Best Open Source Network Monitoring Tools in 2023
Description: Prometheus is an open source monitoring solution focused on data collection and analysis. It allows users to set up network monitoring capabilities using the native toolset. The tool is able to collect information on devices using SNMP pings and examine network bandwidth usage from the device perspective, among other functinos. The PromQL system analyzes data...
10 Best Linux Monitoring Tools and Software to Improve Server Performance [2022 Comparison]
Prometheus and Grafana are used together as an open-source monitoring and alerting solution with support for Linux servers. Prometheus mainly collects the Linux hardware and OS metrics exposed by *nix kernel and then stores as time-series data, using a pull model over HTTP. You can find metrics information in a multi-dimensional data model of the timestamped metrics (i.e.,...
Source: sematext.com
10 Best Open Source Monitoring Software for IT Infrastructure
This list won’t be complete without including two fantastic open-source solutions – Prometheus and Grafana. Its DIY solution where you use Prometheus to scrape the metrics from server, OS, applications and use Grafana to visualize them.
Source: geekflare.com

Social recommendations and mentions

Based on our record, Prometheus seems to be a lot more popular than Apache SkyWalking. While we know about 224 links to Prometheus, we've tracked only 14 mentions of Apache SkyWalking. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache SkyWalking mentions (14)

  • Enhancing API Observability Series (Part 3): Tracing
    When choosing distributed tracing tools, considerations include your technology stack, business requirements, and monitoring complexity. Zipkin, SkyWalking, and OpenTelemetry are popular distributed tracing solutions, each with its unique features. - Source: dev.to / about 1 month ago
  • Five Apache projects you probably didn't know about
    Apache SkyWalking is an APM tool, focusing on microservices, Cloud Native apps, and Kuernetes architectures. It builds its architecture on four kinds of components:. - Source: dev.to / 4 months ago
  • JDK 21 Release Notes
    > Where's Java primarily used these days? I've seen a lot of enterprise-y webdev projects use it for back end stuff (Dropwizard, Spring Boot, Vert.X, Quarkus) and in rare cases even front end (like Vaadin or JSF/PrimeFaces). The IDEs are pretty great, especially the ones by JetBrains, the tooling is pretty mature and boring, the performance is really good (memory usage aside) and the language itself is... okay.... - Source: Hacker News / 7 months ago
  • OpenTelemetry in 2023
    > What should people use? I recall Apache Skywalking being pretty good, especially for smaller/medium scale projects: https://skywalking.apache.org/ The architecture is simple, the performance is adequate, it doesn't make you spend days configuring it and it even supports various different data stores: https://skywalking.apache.org/docs/main/v9.0.0/en/setup/backend/backend-storage/ The problems with it are that it... - Source: Hacker News / 8 months ago
  • Monitoring Microservices with Prometheus and Grafana
    Personally I've also used Apache Skywalking for a decent out of the box experience: https://skywalking.apache.org/ I've also heard good things about Sentry, though if you need to self-host it, then there's a bit of complexity to deal with: https://sentry.io/welcome/. - Source: Hacker News / over 1 year ago
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Prometheus mentions (224)

  • Tools for frontend monitoring with Prometheus
    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. - Source: dev.to / 16 days ago
  • On Implementation of Distributed Protocols
    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... - Source: dev.to / 20 days ago
  • Golang: out-of-box backpressure handling with gRPC, proven by a Grafana dashboard
    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... - Source: dev.to / 22 days ago
  • Monitoring, Observability, and Telemetry Explained
    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. - Source: dev.to / 23 days ago
  • Top 5 Docker Container Monitoring Tools in 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. - Source: dev.to / about 1 month ago
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What are some alternatives?

When comparing Apache SkyWalking and Prometheus, you can also consider the following products

Grafana - Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases

SigNoz - Open source alternative to Datadog

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

Open Telemetry - An observability framework for cloud-native software.

Zabbix - Track, record, alert and visualize performance and availability of IT resources

Nagios - Complete monitoring and alerting for servers, switches, applications, and services