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.
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.
"The most valuable features of Prometheus for metrics collection and monitoring are its stability, robustness, and rich set of features."
"The solution helps us to scale our products and services, and it helps me by gathering those metrics."
"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 can be deployed in thirty minutes."
"I like its lightweight configuration functions."
"The feature I found most valuable is the number of integrations. It is the industry standard for metrics."
"Prometheus gives us high availability automatically."
"The most valuable features of the solution are metrics scraping capabilities and the open source community and support."
"It's a great visibility tool for the developer team."
"Sentry breaks everything down in real time."
"Sentry is more accurate than some other tools such as Datadog because it has more integration with Slack, GitLab, Jira, or other ticketing tools."
"The most valuable feature we have found with Sentry is the security that it provides."
"Great for capturing application performance metrics and error logs."
"Its initial setup process is relatively straightforward."
"The product performs well."
"The stability is very good for Sentry and in general works well."
"The scalability must be improved."
"The UI and GUI are areas of concern in the product."
"The simplicity of the query language could be improved. The current query language is not easy to work with."
"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."
"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard."
"The primary area where Prometheus could be improved is in terms of pricing, particularly when used with managed services."
"Setting up the rules in Prometheus can be confusing, making it an area where improvements are required."
"The solution's error handling part could be improved."
"Its debugging feature needs to be faster."
"The log centralization and analysis could be improved in Sentry."
"To deal with its shortcomings, Sentry needs to continuously improve in areas like the user interface and documentation, apart from its other features."
"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."
"I would like to have alert policies and alert conditions enhanced in the next release."
"The price could be lowered."
"The settings for an administrator are complex."
Prometheus is ranked 9th in Application Performance Monitoring (APM) and Observability with 32 reviews while Sentry is ranked 8th in Application Performance Monitoring (APM) and Observability with 11 reviews. Prometheus is rated 8.4, while Sentry is rated 8.6. The top reviewer of Prometheus writes "A very flexible open box that can be used vastly to do anything you need". On the other hand, the top reviewer of Sentry writes "An easy-to-use solution that has a good dashboard, performs well, and provides flexible pricing". Prometheus is most compared with Azure Monitor, New Relic, Dynatrace, AWS X-Ray and ITRS Geneos, whereas Sentry is most compared with Azure Monitor, Grafana, Elastic Observability, New Relic and Dynatrace. 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.