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  1. Stackups
  2. DevOps
  3. Performance Monitoring
  4. Performance Monitoring
  5. Datadog vs Pyroscope

Datadog vs Pyroscope

OverviewComparisonAlternatives

Overview

Datadog
Datadog
Stacks9.8K
Followers8.2K
Votes861
Pyroscope
Pyroscope
Stacks7
Followers8
Votes0

Datadog vs Pyroscope: What are the differences?

# Introduction

1. **Deployment and Pricing**: Datadog offers both cloud-based and on-premises deployment options, while Pyroscope focuses on on-premises deployment only. Additionally, Datadog follows a subscription-based pricing model, whereas Pyroscope is open-source and free to use.

2. **Application Focus**: Datadog is designed as a comprehensive monitoring and analytics platform for cloud-scale applications, providing a wide range of features for various components of the tech stack. In contrast, Pyroscope specializes in performance profiling specifically for applications written in Go programming language.

3. **Data Collection Approach**: Datadog relies on various agents and integrations to collect data from different sources, offering a broad spectrum of monitoring capabilities. On the other hand, Pyroscope adopts a lightweight and low-overhead approach to data collection, focusing on capturing fine-grained details about application performance.

4. **User Interface and Visualization**: Datadog offers an extensive set of pre-built dashboards and visualization options, making it easy for users to monitor and analyze their data. Pyroscope, however, provides a simpler user interface with a focus on facilitating in-depth performance analysis through flame graphs and other profiling tools.

5. **Integration Ecosystem**: Datadog boasts a robust ecosystem of integrations with popular tools and services, allowing users to seamlessly connect their monitoring data with other systems. Pyroscope, being more specialized, may not offer the same breadth of integrations but focuses on deep integration within the Go programming environment.

6. **Community and Support**: Datadog has a large user base and dedicated support teams, offering extensive documentation and resources for users. In comparison, Pyroscope benefits from a growing community of Go developers who contribute to its development and provide support through forums and online channels.

In Summary, Datadog is a comprehensive monitoring platform with a wide range of features and integrations suitable for cloud-scale applications, while Pyroscope specializes in performance profiling for Go applications with a lightweight and focused approach.

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Detailed Comparison

Datadog
Datadog
Pyroscope
Pyroscope

Datadog is the leading service for cloud-scale monitoring. It is used by IT, operations, and development teams who build and operate applications that run on dynamic or hybrid cloud infrastructure. Start monitoring in minutes with Datadog!

It is an open source continuous profiling platform. It will help you find performance issues in your code, resolve issues with high CPU utilization, understand the call tree of your application and track changes over time.

14-day Free Trial for an unlimited number of hosts;200+ turn-key integrations for data aggregation;Clean graphs of StatsD and other integrations;Slice and dice graphs and alerts by tags, roles, and more;Easy-to-use search for hosts, metrics, and tags;Alert notifications via e-mail and PagerDuty;Receive alerts on any metric, for a single host or an entire cluster;Full API access in more than 15 languages;Overlay metrics and events across disparate sources;Out-of-the-box and customizable monitoring dashboards;Easy way to compute rates, ratios, averages, or integrals;Sampling intervals of 10 seconds;Mute all alerts with 1 click during upgrades and maintenance;Tools for team collaboration
Can store years of profiling data from multiple applications; You can look at years of data at a time or zoom in on specific events; Low CPU overhead; Efficient compression, low disk space requirements; Snappy UI; Support for Go, Ruby and Python
Statistics
Stacks
9.8K
Stacks
7
Followers
8.2K
Followers
8
Votes
861
Votes
0
Pros & Cons
Pros
  • 140
    Monitoring for many apps (databases, web servers, etc)
  • 107
    Easy setup
  • 87
    Powerful ui
  • 84
    Powerful integrations
  • 70
    Great value
Cons
  • 20
    Expensive
  • 4
    No errors exception tracking
  • 2
    External Network Goes Down You Wont Be Logging
  • 1
    Complicated
No community feedback yet
Integrations
NGINX
NGINX
Google App Engine
Google App Engine
Apache HTTP Server
Apache HTTP Server
Java
Java
Docker
Docker
Pingdom
Pingdom
MySQL
MySQL
Ruby
Ruby
Python
Python
Memcached
Memcached
Golang
Golang
Ruby
Ruby
Python
Python

What are some alternatives to Datadog, Pyroscope?

New Relic

New Relic

The world’s best software and DevOps teams rely on New Relic to move faster, make better decisions and create best-in-class digital experiences. If you run software, you need to run New Relic. More than 50% of the Fortune 100 do too.

Raygun

Raygun

Raygun gives you a window into how users are really experiencing your software applications. Detect, diagnose and resolve issues that are affecting end users with greater speed and accuracy.

AppSignal

AppSignal

AppSignal gives you and your team alerts and detailed metrics about your Ruby, Node.js or Elixir application. Sensible pricing, no aggressive sales & support by developers.

AppDynamics

AppDynamics

AppDynamics develops application performance management (APM) solutions that deliver problem resolution for highly distributed applications through transaction flow monitoring and deep diagnostics.

Stackify

Stackify

Stackify offers the only developers-friendly innovative cloud based solution that fully integrates application performance management (APM) with error and log. Allowing them to easily monitor, detect and resolve application issues faster

Skylight

Skylight

Skylight is a smart profiler for your Rails apps that visualizes request performance across all of your servers.

Librato

Librato

Librato provides a complete solution for monitoring and understanding the metrics that impact your business at all levels of the stack. We provide everything you need to visualize, analyze, and actively alert on the metrics that matter to you.

Keymetrics

Keymetrics

PM2 is a production process manager for Node.js applications with a built-in load balancer. It allows you to keep applications alive forever, to reload them without downtime and to facilitate common system admin tasks.

Dynatrace

Dynatrace

It is an AI-powered, full stack, automated performance management solution. It provides user experience analysis that identifies and resolves application performance issues faster than ever before.

SignalFx

SignalFx

We provide operational intelligence for today’s elastic architectures through monitoring specifically designed for microservices and containers with: -powerful and proactive alerting -metrics aggregation -visualization into time series data

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