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.
"It is a scalable solution."
"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 features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure."
"The solution offers an easy way to install and scratch values."
"The solution is useful to collect huge metrics."
"The feature I found most valuable is the number of integrations. It is the industry standard for metrics."
"The most valuable features of the solution are metrics scraping capabilities and the open source community and support."
"It is an efficient solution."
"The most valuable feature is the ability to create and assign rules and give access to particular users."
"Sentry is a pretty stable product... Sentry's documentation is pretty straightforward and neat."
"The most valuable feature we have found with Sentry is the security that it provides."
"The solution is user-friendly."
"Great for capturing application performance metrics and error logs."
"Sentry is more accurate than some other tools such as Datadog because it has more integration with Slack, GitLab, Jira, or other ticketing tools."
"Sentry breaks everything down in real time."
"The product performs well."
"The primary area where Prometheus could be improved is in terms of pricing, particularly when used with managed services."
"There is a need for a more comprehensive overview of exporters, especially when dealing with many of them."
"Prometheus' UI color can improve. Using the Prometheus UI for configuration or analyzing queries is a horrible experience."
"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."
"The solution has shortcomings regarding security monitoring-oriented features to support custom use cases, like out-of-the-box test scenarios and threat-related use cases of its users."
"The scalability must be improved."
"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."
"I would like to see improvement in the analysis tools and customization features."
"It would be nice if the product provided a map showing the users’ geographic location."
"We cannot restrict particular columns on particular data. It would be helpful if that feature was improved."
"The settings for an administrator are complex."
"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."
"I would like to see a role registration feature added."
"The price could be lowered."
"Its debugging feature needs to be faster."
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.