Airbrake vs Prometheus

Overview

Airbrake

Stacks299

Followers298

Votes128

Prometheus

Stacks4.8K

Followers3.8K

Votes239

GitHub Stars61.1K

Forks9.9K

Airbrake vs Prometheus: What are the differences?

Airbrake: Airbrake captures and groups errors in Ruby, iOS, Django, PHP & more. Airbrake collects errors for your applications in all major languages and frameworks. We alert you to new errors and give you critical context, trends and details needed to find and fix errors fast; Prometheus: An open-source service monitoring system and time series database, developed by SoundCloud. Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.

Airbrake belongs to "Exception Monitoring" category of the tech stack, while Prometheus can be primarily classified under "Monitoring Tools".

Some of the features offered by Airbrake are:

Dupe Detection- Developers will only receive an email once when an error occurs — rather than getting buried under an error email avalanche.
Auto Resolve- An action on each application deployment — that way developers can focus on the problems that exist today, not the ones from last month.
Github Aware- Airbrake is github-aware, and can link code in your Airbrake error stack traces to the corresponding locations on github.

On the other hand, Prometheus provides the following key features:

a multi-dimensional data model (timeseries defined by metric name and set of key/value dimensions)
a flexible query language to leverage this dimensionality
no dependency on distributed storage

"Reliable" is the primary reason why developers consider Airbrake over the competitors, whereas "Powerful easy to use monitoring" was stated as the key factor in picking Prometheus.

Prometheus is an open source tool with 25K GitHub stars and 3.55K GitHub forks. Here's a link to Prometheus's open source repository on GitHub.

According to the StackShare community, Prometheus has a broader approval, being mentioned in 243 company stacks & 85 developers stacks; compared to Airbrake, which is listed in 91 company stacks and 22 developer stacks.

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Advice on Airbrake, Prometheus

Raja Subramaniam

Aug 27, 2019

Needs adviceon

Prometheus

Kubernetes

Sysdig

We have Prometheus as a monitoring engine as a part of our stack which contains Kubernetes cluster, container images and other open source tools. Also, I am aware that Sysdig can be integrated with Prometheus but I really wanted to know whether Sysdig or sysdig+prometheus will make better monitoring solution.

779k views779k

Comments

Susmita

Senior SRE at African Bank

Jul 28, 2020

Needs adviceon

Grafana

Looking for a tool which can be used for mainly dashboard purposes, but here are the main requirements:

Must be able to get custom data from AS400,
Able to display automation test results,
System monitoring / Nginx API,
Able to get data from 3rd parties DB.

Grafana is almost solving all the problems, except AS400 and no database to get automation test results.

869k views869k

Comments

Mat

Head of Cloud at Mats Cloud

Oct 30, 2019

Needs advice

We're looking for a Monitoring and Logging tool. It has to support AWS (mostly 100% serverless, Lambdas, SNS, SQS, API GW, CloudFront, Autora, etc.), as well as Azure and GCP (for now mostly used as pure IaaS, with a lot of cognitive services, and mostly managed DB). Hopefully, something not as expensive as Datadog or New relic, as our SRE team could support the tool inhouse. At the moment, we primarily use CloudWatch for AWS and Pandora for most on-prem.

794k views794k

Comments

Detailed Comparison

Airbrake	Prometheus
Airbrake collects errors for your applications in all major languages and frameworks. We alert you to new errors and give you critical context, trends and details needed to find and fix errors fast.	Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.
Dupe Detection- Developers will only receive an email once when an error occurs — rather than getting buried under an error email avalanche.;Auto Resolve- An action on each application deployment — that way developers can focus on the problems that exist today, not the ones from last month.;Github Aware- Airbrake is github-aware, and can link code in your Airbrake error stack traces to the corresponding locations on github.;RSS- Airbrake offers an RSS feed of error activity, so errors can be monitored using feed readers.;Lighthouse Integration- Airbrake integrates with the Lighthouse bug/ticket tracking application, for easy discussion of errors and integration with your existing workflow.;SSL Secure- Airbrake can be accessed over SSL-protected secure connections to keep your data completely private. The application itself is updated regularly with the latest security patches.;Multiple Projects- Easily track and navigate errors from multiple projects for up to 64 projects.;Fully supported platforms/languages- Ruby on Rails, iOS	Dimensional data; Powerful queries; Great visualization; Efficient storage; Precise alerting; Simple operation
Statistics
GitHub Stars -	GitHub Stars 61.1K
GitHub Forks -	GitHub Forks 9.9K
Stacks 299	Stacks 4.8K
Followers 298	Followers 3.8K
Votes 128	Votes 239
Pros & Cons
Pros 28 Reliable 25 Consolidates similar errors 22 Easy setup 15 Slack Integration 10 Github Integration Cons 0 Rejects error report if non-latin characters exists	Pros 47 Powerful easy to use monitoring 38 Flexible query language 32 Dimensional data model 27 Alerts 23 Active and responsive community Cons 12 Just for metrics 6 Needs monitoring to access metrics endpoints 6 Bad UI 4 Not easy to configure and use 3 Supports only active agents
Integrations
GitHub ExpressJS Chef Slack PHP JavaScript Django Zapier Heroku Python	Grafana

What are some alternatives to Airbrake, Prometheus?

Sentry

Sentry’s Application Monitoring platform helps developers see performance issues, fix errors faster, and optimize their code health.

Rollbar

Rollbar is the leading continuous code improvement platform that proactively discovers, predicts, and remediates errors with real-time AI-assisted workflows. With Rollbar, developers continually improve their code and constantly innovate ra

Grafana

Grafana is a general purpose dashboard and graph composer. It's focused on providing rich ways to visualize time series metrics, mainly though graphs but supports other ways to visualize data through a pluggable panel architecture. It currently has rich support for for Graphite, InfluxDB and OpenTSDB. But supports other data sources via plugins.

Bugsnag

Bugsnag captures errors from your web, mobile and back-end applications, providing instant visibility into user impact. Diagnostic data and tools are included to help your team prioritize, debug and fix exceptions fast.

Kibana

Kibana is an open source (Apache Licensed), browser based analytics and search dashboard for Elasticsearch. Kibana is a snap to setup and start using. Kibana strives to be easy to get started with, while also being flexible and powerful, just like Elasticsearch.

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.

Opbeat

Opbeat is application monitoring for developers, and gives you performance metrics, error logging, release tracking and workflow in one smart product.

Nagios

Nagios is a host/service/network monitoring program written in C and released under the GNU General Public License.

Netdata

Netdata collects metrics per second & presents them in low-latency dashboards. It's designed to run on all of your physical & virtual servers, cloud deployments, Kubernetes clusters & edge/IoT devices, to monitor systems, containers & apps

Zabbix

Zabbix is a mature and effortless enterprise-class open source monitoring solution for network monitoring and application monitoring of millions of metrics.

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Airbrake vs Prometheus: What are the differences?

Airbrake belongs to "Exception Monitoring" category of the tech stack, while Prometheus can be primarily classified under "Monitoring Tools".

Some of the features offered by Airbrake are:

Dupe Detection- Developers will only receive an email once when an error occurs — rather than getting buried under an error email avalanche.
Auto Resolve- An action on each application deployment — that way developers can focus on the problems that exist today, not the ones from last month.
Github Aware- Airbrake is github-aware, and can link code in your Airbrake error stack traces to the corresponding locations on github.

On the other hand, Prometheus provides the following key features:

a multi-dimensional data model (timeseries defined by metric name and set of key/value dimensions)
a flexible query language to leverage this dimensionality
no dependency on distributed storage

"Reliable" is the primary reason why developers consider Airbrake over the competitors, whereas "Powerful easy to use monitoring" was stated as the key factor in picking Prometheus.

Prometheus is an open source tool with 25K GitHub stars and 3.55K GitHub forks. Here's a link to Prometheus's open source repository on GitHub.