You must select at least 2 products to compare!
Prometheus Logo
4,366 views|3,808 comparisons
Sentry Logo
6,230 views|5,440 comparisons
Comparison Buyer's Guide
Executive Summary
Updated on Jul 4, 2023

We performed a comparison between Prometheus and Sentry based on our users’ reviews in five categories. After reading all of the collected data, you can find our conclusion below.

  • Features: Prometheus offers a wide range of APIs and libraries, along with smooth integration into different programming languages. It also provides a valuable dashboard for log collection and comparison. Sentry specializes in error management and integrates well with various tools. Additionally, it offers detailed context for error logs. Prometheus has potential areas for improvement in its query language, setup process, analysis and visualization tools, UI color and interface, stability, and documentation. Sentry could enhance its automation, tracking capabilities, integration, pricing, event customization, role registration, and integration with cloud platforms.
  • Service and Support: Prometheus and Sentry both provide customer service through documentation and active online communities. Users of Prometheus appreciate the helpfulness of the documentation and the responsiveness of the community. Similarly, Sentry customers find the community support forums and documentation valuable.
  • Ease of Deployment: The setup process for Prometheus can be either straightforward or challenging, depending on the user's experience. It may take varying amounts of time to deploy, depending on the specific use case. The initial setup for Sentry is generally simple and uncomplicated. However, smaller companies might encounter a longer onboarding process.
  • Pricing: Prometheus is a cost-effective option with no setup cost or licensing fees. Users can opt for a free, open-source version or a paid version. Sentry also provides a free plan for early-stage projects. However, it has a paid version with additional features. Some users consider Sentry's license to be pricey but valuable.
  • ROI: Prometheus excels in efficient monitoring, while Sentry brings financial advantages and perks.

Comparison Results: Prometheus is the preferred solution over Sentry. Users find Prometheus' initial setup straightforward and user-friendly. Prometheus is highly praised for its wide array of APIs and libraries, as well as its ability to integrate with different programming languages seamlessly. Users also value its monitoring capabilities. They appreciate the boundless opportunities and customization choices provided by Prometheus. Prometheus is considered a cost-effective option as it does not entail setup expenses or licensing fees.

To learn more, read our detailed Prometheus vs. Sentry Report (Updated: September 2023).
734,024 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
"It has lots of APIs and libraries to integrate with any kind of language.""The sky is the limit because the solution is a flexible open box that can be used vastly to do anything you need to monitor applications.""The solution offers an easy way to install and scratch values.""It is a scalable solution.""The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure.""The most valuable feature is that we can receive information in different formats.""The solution helps us to scale our products and services, and it helps me by gathering those metrics.""I like its lightweight configuration functions."

More Prometheus Pros →

"The most valuable feature we have found with Sentry is the security that it provides.""Sentry breaks everything down in real time.""Great for capturing application performance metrics and error logs.""The most valuable feature is the ability to create and assign rules and give access to particular users.""Its initial setup process is relatively straightforward.""Sentry is a pretty stable product... Sentry's documentation is pretty straightforward and neat.""The stability is very good for Sentry and in general works well.""It's a great visibility tool for the developer team."

More Sentry Pros →

"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard.""A slight alteration to the user interface should be made to increase efficiency and streamline the process. Currently, we are utilizing Prometheus to gather and compile metrics and then utilizing Grafana to display them in the form of a graph. However, I believe that Prometheus has the capability to handle both of these tasks on its own, with perhaps the addition of a supplementary plugin. By doing so, the need for utilizing two separate applications will be eliminated.""The setup could be made easier for new users because it requires a bit of advance knowledge or experience.""Its stability could be even better.""I would like to see improvement in the analysis tools and customization features.""The simplicity of the query language could be improved. The current query language is not easy to work with.""Prometheus has a learning curve when setting it up. It definitely requires a little bit more hands-on than other solutions. It is an open source solution which means you do need to go through and read the literature that they have online for setting it up. The setup could be made easier.""Prometheus' UI color can improve. Using the Prometheus UI for configuration or analyzing queries is a horrible experience."

More Prometheus Cons →

"The settings for an administrator are complex.""The price could be lowered.""I would like to have alert policies and alert conditions enhanced in the next release.""To deal with its shortcomings, Sentry needs to continuously improve in areas like the user interface and documentation, apart from its other features.""I would like to see a role registration feature added.""We cannot restrict particular columns on particular data. It would be helpful if that feature was improved.""Lacks user metric tracking and the ability to create more dashboards.""It should be easier to integrate Sentry with other tools, and the end-to-end tracing capabilities could be improved."

More Sentry Cons →

Pricing and Cost Advice
  • "The price of Prometheus is good, it is affordable because it is open source and there is no cost to it. You put it on your own server and the costs incurred completely depend on how you set it up."
  • "This is an open-source solution."
  • "The solution is not expensive."
  • "The solution is open source."
  • "The solution is free of cost."
  • "We use the solution's open-source version."
  • More Prometheus Pricing and Cost Advice →

  • "I am currently using a self-hosted open version."
  • "We are currently paying through Cloudera for the Sentry service."
  • More Sentry Pricing and Cost Advice →

    Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
    734,024 professionals have used our research since 2012.
    Questions from the Community
    Top Answer:I like its lightweight configuration functions.
    Top Answer:We mainly use it for server monitoring and exposing the metrics format.
    Top Answer:Sentry breaks everything down in real time.
    Top Answer:I don't really think Sentry's that expensive because there's a lot in the open-source version. Once you fine-tune dashboards and things like that, is when you start thinking about moving to the paid… more »
    Top Answer:It should be easier to integrate Sentry with other tools, and the end-to-end tracing capabilities could be improved.
    Average Words per Review
    Average Words per Review
    Datadog logo
    Compared 14% of the time.
    New Relic logo
    Compared 13% of the time.
    Azure Monitor logo
    Compared 13% of the time.
    Elastic Observability logo
    Compared 12% of the time.
    AWS X-Ray logo
    Compared 7% of the time.
    Learn More
    Video Not Available

    Prometheus is a powerful open-source monitoring and alerting toolkit designed for cloud-native environments. 

    It collects metrics from various sources, including applications, services, and infrastructure components, providing real-time insights into system performance. 

    With its flexible data model and query language, Prometheus enables users to analyze and visualize metrics, facilitating troubleshooting and capacity planning. Its robust alerting system allows for proactive monitoring, notifying users of any anomalies or issues. 

    Prometheus also offers seamless integration with popular tools and frameworks, making it a versatile solution for monitoring and observability.

    Sentry’s real-time error tracking gives you insight into production deployments and information to reproduce and fix crashes.

    Learn more about Prometheus
    Learn more about Sentry
    Sample Customers
    Information Not Available
    Dropbox, Airbnb, Stripe, Uber
    Top Industries
    Financial Services Firm27%
    Security Firm9%
    Consumer Goods Company9%
    Financial Services Firm27%
    Computer Software Company16%
    Manufacturing Company8%
    Computer Software Company19%
    Comms Service Provider9%
    Financial Services Firm8%
    Manufacturing Company7%
    Company Size
    Small Business29%
    Midsize Enterprise29%
    Large Enterprise41%
    Small Business19%
    Midsize Enterprise11%
    Large Enterprise70%
    Small Business78%
    Large Enterprise22%
    Small Business32%
    Midsize Enterprise16%
    Large Enterprise51%
    Buyer's Guide
    Prometheus vs. Sentry
    September 2023
    Find out what your peers are saying about Prometheus vs. Sentry and other solutions. Updated: September 2023.
    734,024 professionals have used our research since 2012.

    Prometheus is ranked 10th in Application Performance Monitoring (APM) and Observability with 16 reviews while Sentry is ranked 13th in Application Performance Monitoring (APM) and Observability with 9 reviews. Prometheus is rated 8.0, while Sentry is rated 8.4. The top reviewer of Prometheus writes "Offers a stand-alone, user-friendly process with great features". On the other hand, the top reviewer of Sentry writes "A stable alert management application with straightforward and neat documentation". Prometheus is most compared with Azure Monitor, New Relic, Dynatrace, AWS X-Ray and AppDynamics, whereas Sentry is most compared with Datadog, New Relic, Azure Monitor, Elastic Observability and AWS X-Ray. See our Prometheus vs. Sentry report.

    See our list of best Application Performance Monitoring (APM) and Observability vendors.

    We monitor all Application Performance Monitoring (APM) and Observability reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.