Prometheus vs Sentry comparison

Prometheus and Sentry are both solutions in the Application Performance Monitoring (APM) and Observability category. Prometheus is ranked #8 with an average rating of 8.4, while Sentry is ranked #11 with an average rating of 8.6. Prometheus holds a 3.3% mindshare in APM, compared to Sentry’s 6.5% mindshare. Additionally, 100% of Prometheus users are willing to recommend the solution, compared to 100% of Sentry users who would recommend it.

Prometheus

Read 33 Prometheus reviews

6,761 Views
5,996 Comparison Views

100% willing to recommend

Sentry

Read 11 Sentry reviews

9,814 Views
8,798 Comparison Views

100% willing to recommend

Prometheus

Sentry

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Executive SummaryUpdated on Jul 24, 2024

Sentry and Prometheus are both robust tools in their respective domains. Users tend to favor Prometheus for its advanced monitoring and alerting capabilities, but Sentry excels in error tracking and debugging.

Features: Sentry is appreciated for its ability to provide real-time error tracking, offering insights into issues as they occur. Prometheus' standout features include powerful querying capabilities and a robust alerting mechanism. Users value Sentry for its straightforward debugging tools, whereas Prometheus is favored for its in-depth monitoring and flexible data analysis.

Room for Improvement: Users suggest that Sentry could benefit from enhanced integration options with other tools and more advanced reporting features. For Prometheus, users highlight the need for a more intuitive configuration process and better native support for data visualization tools. Sentry's improvements are aimed at expanding functionality, while Prometheus' focus on usability enhancements is paramount.

Ease of Deployment and Customer Service: Sentry is frequently commended for its quick setup process and helpful customer support, making it accessible to teams of all sizes. Prometheus, although requiring a more involved deployment, offers comprehensive documentation and community support.

Pricing and ROI: Sentry is generally viewed as cost-effective, with users citing low setup costs and high returns on investment due to improved error resolution times. Prometheus, while potentially more expensive initially, is seen as worth the investment for organizations needing detailed monitoring solutions.

To learn more, read our detailed Prometheus vs. Sentry Report (Updated: December 2024).

Buyer's Guide

Prometheus vs. Sentry

December 2024

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Categories and Ranking

Prometheus

Ranking in Application Performance Monitoring (APM) and Observability

8th

Average Rating

8.4

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Sentry

Ranking in Application Performance Monitoring (APM) and Observability

11th

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Debugging (1st)

Mindshare comparison

As of December 2024, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Prometheus is 3.3%, down from 3.7% compared to the previous year. The mindshare of Sentry is 6.5%, up from 4.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

Noam Blidstein

Head of Global IT Operations at a financial services firm with 501-1,000 employees

A very flexible open box that can be used vastly to do anything you need

Make sure that you have dedicated manpower to configure and manage the solution. It requires handling, not necessarily on a daily basis, but it definitely requires someone who is focused and has expertise with the solution. Know in advance what you want to gain from the solution. Don't jump in to configuring or deploying before knowing what you expect from it. I like the solution very much. I think it is a major tool, especially in advanced environments. The open box provides a lot of flexibility and gives a very holistic view of the entire Kubernetes environment. Integrating with the Rancher management tool gives the solution even more abilities. There are several tools that we use behind the scenes to ease the process but the solution on its own is a very good tool. I rate the solution an eight out of ten.

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Abdullah Baig

Software Dev at AF AB

An easy-to-use solution that has a good dashboard, performs well, and provides flexible pricing

Sentry was easy to learn compared to New Relic and Azure Monitor. I saw some valuable input. It took us the least amount of time to see how Sentry is valuable. It took just a few minutes. Session Replay provides a replay of the recorded errors. It is a good feature. Azure Monitor does not have this feature. The error reporting is straightforward. We can see everything that we need to see. The dashboard seems pretty fine. The product performs well. We can see the user's IP addresses.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"It lets me proactively identify and resolve system issues. This, in terms of, most of the time, really reduces downtime. Because when there are notifications on time when we engage it quickly on time, our downtime is highly reduced. So basically, Prometheus is for monitoring and alerting."

"The most valuable feature is that we can receive information in different formats."

"The dashboard is very valuable."

"The product's initial setup phase is very easy."

"It is a scalable solution."

"It has lots of APIs and libraries to integrate with any kind of language."

"The best thing about Prometheus is its integration."

"The resilience of the solution's metric collection is very nice."

More Prometheus pros

"Sentry is a pretty stable product... Sentry's documentation is pretty straightforward and neat."

"It's a great visibility tool for the developer team."

"The most valuable feature we have found with Sentry is the security that it provides."

"Sentry breaks everything down in real time."

"Its initial setup process is relatively straightforward."

"The most valuable feature is the ability to create and assign rules and give access to particular users."

"Sentry is more accurate than some other tools such as Datadog because it has more integration with Slack, GitLab, Jira, or other ticketing tools."

"Great for capturing application performance metrics and error logs."

More Sentry pros

Cons

"There isn’t much clarity regarding the issues that happen at the server end. It is a push model and from the client’s point of view, it needs to look better and solve remote issues."

"I would like to see improvement in the analysis tools and customization features."

"The query language in Prometheus is an area of concern where improvements are required."

"Prometheus' UI color can improve. Using the Prometheus UI for configuration or analyzing queries is a horrible experience."

"The solution's error handling part could be improved."

"The setup process could be more straightforward."

"The alert functionality is kind of lackluster."

"The scalability must be improved."

More Prometheus cons

"The log centralization and analysis could be improved in Sentry."

"I would like to have alert policies and alert conditions enhanced in the next release."

"Lacks user metric tracking and the ability to create more dashboards."

"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."

"The price could be lowered."

"Its debugging feature needs to be faster."

More Sentry cons

Pricing and Cost Advice

"We use the solution's open-source version."

"The tool is open-sourced."

"We have the open-source version, so we don't pay for it."

"The product is expensive compared to Datadog."

"Prometheus is an open-source solution."

"It is an open-source tool."

"My company uses the open-source version of the product."

"Prometheus is an open-source tool."

More Prometheus pricing and cost advice

"Currently, we are in the production phase of our project and we are on free plans to use Sentry. Once we go live we will have to be on a subscription-based plan."

"We can adjust the price a little bit based on our needs."

"We are currently paying through Cloudera for the Sentry service."

"I am currently using a self-hosted open version."

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Top Industries

By visitors reading reviews

Financial Services Firm

26%

Computer Software Company

15%

Manufacturing Company

Government

Computer Software Company

19%

Financial Services Firm

10%

Comms Service Provider

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about Prometheus?

The most valuable feature of Prometheus is its ability to collect metrics.

See all answers

What is your experience regarding pricing and costs for Prometheus?

Prometheus is an open-source tool.

See all answers

What is your primary use case for Prometheus?

We use Prometheus for observability and analyzing data for business metrics and system metrics. It helps us with messaging services observability. It also helps a lot with the architecture and scal...

See all answers

What do you like most about Sentry?

The product performs well.

See all answers

What is your experience regarding pricing and costs for Sentry?

The product costs $26 a month if we choose a yearly subscription. Code coverage can be added for an additional $29 per month. The Team plan is the cheapest package available. We can make our own bu...

See all answers

What needs improvement with Sentry?

It would be nice if the product provided a map showing the users’ geographic location.

See all answers

Comparisons

Azure Monitor vs Prometheus

Compared 16% of the time

Zabbix vs Prometheus

Compared 11% of the time

Dynatrace vs Prometheus

Compared 9% of the time

New Relic vs Prometheus

Compared 9% of the time

AWS X-Ray vs Prometheus

Compared 5% of the time

More Prometheus Competitors

Grafana vs Sentry

Compared 19% of the time

Azure Monitor vs Sentry

Compared 18% of the time

Elastic Observability vs Sentry

Compared 11% of the time

Dynatrace vs Sentry

Compared 8% of the time

SigNoz vs Sentry

Compared 2% of the time

More Sentry Competitors

Product Reports

Buyer's Guide

Prometheus

November 2024

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Buyer's Guide

Application Performance Monitoring (APM) and Observability

December 2024

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Learn More

Prometheus

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Sentry

Overview

Prometheus specializes in gathering, monitoring, and analyzing logs and metrics. Utilized for data visualization in Grafana, cloud deployments, Kubernetes monitoring, and financial transactions, it provides a comprehensive view of application performance.

Prometheus is widely adopted for its robust metrics collection and scraping capabilities. It integrates seamlessly with Grafana for detailed visualizations and supports installations in cloud environments like Azure and Amazon. Prometheus is especially valued for monitoring Kubernetes deployments and ensuring efficient operation of servers, databases, and microservices. Its open-source nature provides reliability, flexibility, and scalability. Users appreciate its extensive integrations, APIs, and libraries, supporting multiple languages. Prometheus also offers remote writing, dynamic conflict resolution, high availability, and lightweight configuration with detailed documentation.

What are the key features of Prometheus?

Extensive Integrations: Supports APIs and libraries across multiple languages
Metrics Collection: Efficiently handles large amounts of metrics
Scraping Capabilities: Effective data gathering from applications
HTTP Monitoring: Reliable and detailed tracking
Grafana Integration: Seamless dashboards and visualizations
High Availability: Ensures system reliability
Lightweight Configuration: User-friendly setup process
Robust Querying: Advanced data querying and long-term storage integration

What benefits should users look for in reviews?

Holistic Application Performance: Provides a comprehensive view
Scalability: Handles growing amounts of metrics
Flexibility: Adapts to various cloud and on-premises environments
Reliability: Ensures consistent performance
Detailed Documentation: Offers clear guidance for users

Prometheus is extensively used in industries requiring robust monitoring and alerting systems. Financial services leverage it for tracking transactions, while tech companies deploy it for Kubernetes and microservices monitoring. Its scalable and flexible nature makes it a preferred choice for cloud environments, supporting the efficient operation of infrastructure and applications.

Sentry is a tool for monitoring web and application performance, tracking errors, processing request times, and managing user data access.

Developers integrate Sentry with web and application environments to capture front-end and back-end errors, utilize error logs, trace requests, and observe metrics without real-time production access. Sentry's use extends to monitoring internal applications, leveraging CyberArk PAM integration, deploying notifications, and detecting silent failures. Users benefit from detailed error and performance reports, contextual cause-stack information, and real-time breakdowns. There is room for improvement, as users desire refined integration and administrative settings, enhanced alert policies, and more customization in event metrics.

What are Sentry's most important features?

Integration with Slack, GitLab, Jira for smoother workflow
Detailed error and performance reports for clearer insights
AWS Lambda compatibility for cloud functions
Contextual cause-stack information helps pinpoint issues
Real-time breakdowns for immediate data
Session Replay for reviewing user sessions

What benefits should users look for in reviews when evaluating Sentry?

Efficient error tracking and monitoring improves application stability
Integration with major tools enhances team collaboration
User-friendly interfaces deliver a smooth learning curve
Security features provide peace of mind
ETL pipeline orchestration streamlines data handling

Sentry is implemented across industries ranging from tech startups to large enterprises. These organizations use Sentry to enhance application reliability, track performance, and secure user data within protected environments. Integration with CyberArk PAM ensures secure deployment. Organizations find Sentry useful for monitoring internal applications, efficiently processing request times, and tracing changes in production without direct access.

Sample Customers

Information Not Available

Dropbox, Airbnb, Stripe, Uber

Buyer's Guide

Prometheus vs. Sentry

December 2024

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