We performed a comparison between Elastic Observability and Prometheus based on real PeerSpot user reviews in five categories. After reading all of the collected data, you can find our conclusion below.
Comparison Results: Elastic Observability offers comprehensive features, machine learning capabilities, and can handle custom development. In contrast, Prometheus lacks user-friendly query language, visualization tools, and customer support, even though it is flexible and has integration capabilities. Elastic Observability is cost-effective and has helped reduce incidents and overheads, while Prometheus is free but lacks some essential features. Ultimately, Elastic Observability is a more complete and economical option for application performance monitoring.
"The solution is open-source and helps with back-end logging. It is also easy to handle."
"The ability to ensure that the data is searchable and maintainable is highly valuable for our purposes."
"It's easy to deploy, and it's very flexible."
"It has always been a stable solution."
"The tool's most valuable feature is centralized logging. Elastic Common Search helps us to search for the logs across the organization."
"I have built a mini business intelligence system based on Elastic Observability."
"The Elastic User Interface framework lets us do custom development when needed. You need to have some Javascript knowledge. We need that knowledge to develop new custom tests."
"We use AppDynamics and Elastic. The reason why we're using Elastic APM is because of the license count. It's very favorable compared to AppDynamics. It's inexpensive; it's economical."
"I like its lightweight configuration functions."
"The solution helps us to scale our products and services, and it helps me by gathering those metrics."
"Prometheus is an open-source product that helps mold and improve it per our requirements. It is a lightweight solution that gives you many different metrics you can use in your application. The product offers complete granularity of your infrastructure. It integrates seamlessly with other tools like Grafana, which offers dashboard visibility. Prometheus is an extensively used product. I haven't seen any organization that is not using it."
"The most valuable feature of Prometheus is the ease of pulling the metrics."
"The most valuable feature is that we can receive information in different formats."
"Prometheus provides a flexible and adjustable querying and describing time, allowing for more responsive monitoring."
"It is a stable solution...Based on the feedback I have received from my colleagues in our company's IT department, the setup phase of the solution is relatively easy."
"The most valuable features of Prometheus for metrics collection and monitoring are its stability, robustness, and rich set of features."
"The cost must be made more transparent."
"Elastic Observability’s price could be improved."
"Elastic Observability is difficult to use. There are only three options for customization but this can be difficult for our use case. We do not have other options to choose the metrics shown, such as CPU or memory usage."
"Elastic APM's visualization is not that great compared to other tools. It's number of metrics is very low."
"The tool's scalability involves a more complex implementation process. It requires careful calculations to determine the number of nodes needed, the specifications of each node, and the configuration of hot, warm, and cold zones for data storage. Additionally, managing log retention policies adds further complexity. The solution's pricing also needs to be cheaper."
"The solution needs to use more AI. Once the product onboards AI, users would more effectively be able to track endpoints for specific messages."
"If we had some pre-defined templates for observability that we could start using right away after deploying it – instead of having to build or to change some of the dashboards – that would be helpful."
"The auto-discovery isn't nearly as good. That's a big portion of it. When you drop the agent onto the JVM and you're trying to figure things out, having to go through and manually do all that is cumbersome."
"The DSL could 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 want to collect details of metrics, you should be able to write a query for it directly. I want the product to offer better queries for the metrics."
"Its stability could be even better."
"The alert functionality is kind of lackluster."
"The solution's error handling part could be improved."
"Its documentation could be clearer to understand."
Elastic Observability is ranked 7th in Application Performance Monitoring (APM) and Observability with 22 reviews while Prometheus is ranked 9th in Application Performance Monitoring (APM) and Observability with 32 reviews. Elastic Observability is rated 7.8, while Prometheus is rated 8.4. The top reviewer of Elastic Observability writes "The user interface framework lets us do custom development when needed. ". On the other hand, the top reviewer of Prometheus writes "A very flexible open box that can be used vastly to do anything you need". Elastic Observability is most compared with Dynatrace, New Relic, AppDynamics, Azure Monitor and Sentry, whereas Prometheus is most compared with Azure Monitor, New Relic, Dynatrace, Sentry and AWS X-Ray. See our Elastic Observability vs. Prometheus 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.