Prometheus vs Stackify comparison

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Prometheus Logo
6,261 views|5,569 comparisons
100% willing to recommend
Stackify Logo
609 views|462 comparisons
71% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Prometheus and Stackify based on real PeerSpot user reviews.

Find out in this report how the two Application Performance Monitoring (APM) and Observability solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed Prometheus vs. Stackify Report (Updated: March 2024).
768,857 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:
Pros
"The product is easy to maintain.""The good thing is it integrates well with the Grafana dashboard. It comes with a UI where you see everything as a graph.""The solution helps us to scale our products and services, and it helps me by gathering those metrics.""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 the solution are metrics scraping capabilities and the open source community and support.""The solution offers an easy way to install and scratch values.""The most valuable feature of Prometheus is its ability to collect metrics.""It is highly valuable as it serves as the foundation for our infrastructure monitoring tools."

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"The deployment is very fast.""The filter feature on Stackify is one of the features I found valuable. It's awesome. When I want to get the application logs, the solution gives me many filters. For example, if I want to get logs from my test environment, the option is there for me to select the environment from Stackify, and you can also select the particular application, and you'll see the information you need there. The filter feature alone and the fact that Stackify offers a lot of different filters is what I like the most about the solution because I've used other tools with the filter feature, but the filtering was very difficult, versus Stackify that has good filtering. On Stackify, you can filter the information by the last one hour, or the last four hours, and you can also select the date range and specify the timestamp, then the solution will give you the information based on the date range you specified. Another feature I found valuable on Stackify is its rating feature because it tells you how your application is faring. For example, a rating of A means excellent, while a rating of F means very bad, or that your application is not doing well at all. The ratings are from A to F. I also like that Stackify helps you in terms of load management because the solution gives you information on overutilized resources. These are the most valuable features of the solution.""The performance dashboard and the accurate level of details are beneficial.""The solution is stable and reliable."

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Cons
"The setup could be made easier for new users because it requires a bit of advance knowledge or experience.""The query language in Prometheus is an area of concern where improvements are required.""Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard.""One potential area for improvement would be fixing the occasional glitches and bugs.""They could provide efficient logs in terms of clarity and ease of access similar to Datadog’s paid version.""The product must improve its documentation.""If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus.""The scalability must be improved."

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"I've not used Stackify for a while, and I'm currently using a solution now that's not as good as Stackify. Among the solutions I've been using so far, Stackify has been one of the best for me, but there's always room for improvement. For example, I don't know if it's just me, but when I try to get the log from Stackify, sometimes it doesn't appear in real-time. It takes a few minutes before the logs appear. When I redeploy my solution and the application starts, I don't see the logs immediately, and it would take two to three minutes before I see the logs. I don't know if other customers have a similar experience. It's the wait time for the logs to appear that's a concern for me, could be improved, and is what the Stackify team should be looking into. In terms of any additional feature that I'd like added to the solution, I'm not sure if Stackify has a way to export logs out. I've been trying to do it. On the solution, you can click on a spiral-like icon and it shows you the entire error, and I'd prefer an export button that would let me download the error and save that into a text file, for example, so it'll be available on my local machine for me to reference it, especially because the log keeps going and as you're using the solution, the system keeps pushing messages on to Stackify, so if I'm looking at a particular error at 12:05 PM, for example, by the time I go back to my system and would like to revisit the error at 12:25 PM, on Stackify, the logs would have gone past that level and I won't see it again which makes it difficult. When you now go back to that timestamp, you don't tend to see it immediately, but if the solution had an export feature for me to save that particular error information on my local machine for reference at a later time, I won't have to go back to Stackify. I just go to that log, specifically to that particular export that I've received on my local machine. I can get it and review it, and it would be easier that way versus me going back to Stackify to find that particular error and request that particular information.""It should be easily scalable and configurable in different instances.""I would like to be able to see metrics about individual running containers on the host machines.""The search feature could be improved."

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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."
  • "The tool is open-sourced."
  • "We have the open-source version, so we don't pay for it."
  • More Prometheus Pricing and Cost Advice →

  • "The price is variable. It depends on how much data we have received in that particular month. Usually, it goes up to $2,000, or, at times, $3,000 USD per month."
  • More Stackify Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The most valuable feature of Prometheus is its ability to collect metrics.
    Top Answer:For a project I am currently working on in my company, I use Grafana, but for the data source part, I use Prometheus. I use Prometheus in a Kubernetes cluster. I use Prometheus for the processes… more »
    Top Answer:The performance dashboard and the accurate level of details are beneficial.
    Top Answer:The licensing cost is calculated on a per-user basis.
    Top Answer:When Stackify completes drill downs, sometimes there is a block of execution pipelines, and you cannot see the details. It does not allow you to analyze the block of code, and we are unsure what that… more »
    Ranking
    Views
    6,261
    Comparisons
    5,569
    Reviews
    29
    Average Words per Review
    384
    Rating
    8.3
    Views
    609
    Comparisons
    462
    Reviews
    4
    Average Words per Review
    1,453
    Rating
    7.3
    Comparisons
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    AWS X-Ray logo
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    New Relic logo
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    Dynatrace logo
    Compared 16% of the time.
    AppDynamics logo
    Compared 16% of the time.
    Learn More
    Overview

    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.

    Stackify is an application performance management (APM) solution that combines application performance monitoring with logs, errors, and reporting. It is a SaaS solution that is developer-focused. Users can quickly scan, identify, and repair issues with applications. Stackify APM offers valuable tools, such as Prefix and Retrace, which help to make it a comprehensive and valuable APM solution. Stackify is now part of the Netreo family of IT Infrastructure Management (ITIM), which is considered one of the fastest-growing IT organizations in the marketplace today.

    Stackify Prefix

    Stackify Prefix helps developers write better code, faster. The tool examines, tests, and approves code as it is being written. Almost every new application is code-perfect, negating the need for exhausting troubleshooting and frustrating time-consuming code review.

    Prefix is able to discover poor-performing SQL queries, ORM queries, potential bottlenecks, and concealed exceptions prior to moving the application into production.

    Prefix offers Summary Dashboards, intuitive suggestions, integrated logs, and distributed tracing. Distributed tracing expands visibility to cloud-native applications, microservices, and containers and can also provide additional transparency to cache services, web services, third-party services, and more. Users are able to easily move from logs to traces and back.

    This valuable tool ensures developers are able to consistently release the best code possible in the least amount of time, while improving performance, productivity, and profitability.

    Prefix is a very robust and easy-to-use tool. It can be used seamlessly with Linux, macOS, and Windows. Prefix integrates well with numerous languages, such as Java, Python, Ruby, PHP, Node.js, .Net, and .Net Core.

    Stackify Retrace

    Stackify Retrace is a user-friendly, trusted APM solution used in more than fifty countries worldwide. Users know that Retrace is able to ensure they can complete quicker, more efficient application development and consistently enhance overall application performance by suggesting important intuitive suggestions users need. 

    This solution is beneficial to both developers (Dev) and operations (Ops) personnel to learn to improve code and immediately finetune issues by:

    • Establishing effortless collaboration between Dev and Ops personnel via an easy-to-use GUI dashboard.

    • Delivering complete transparency of all stages of the application development process, from pre-development to production.

    • Utilizing performance protocols, such as error tracking, application logs, and code profiling, in real time in order to thoroughly understand how long a code will take to complete various tasks.

    • Improving overall efficiency and productivity by immediately discovering and repairing application issues.

    Retrace Real User Monitoring (RUM) uses both front-end and back-end monitoring to give users a complete picture of what is going on with the applications. This intuitive dashboard displays performance with a complete breakdown of resource usage and integrates the server-side and client traces into one engaging, user-friendly, extensive view. 

    Retrace is an out-of-the-box solution that works seamlessly with Java stacks, PHP, Node.js, Ruby, Python, .Net, and .Net Core. It is also compatible with many of today’s popular frameworks, such as AWS, Azure, Elasticsearch, MongoDB, MySQL, Oracle, PostgreSQL, Redis, and SQL Server. Additionally, Retrace will work effectively with many cloud providers, containers, and languages, and offers excellent and easy integration with today's favorite tools such as Jira, Slack, Jenkins, and more.

    Sample Customers
    Information Not Available
    MyRacePass, ClearSale, Newitts, Carbonite, Boston Software, Children's International, Starkwood Media Group, Fewzion
    Top Industries
    REVIEWERS
    Financial Services Firm20%
    Retailer13%
    Computer Software Company13%
    Security Firm7%
    VISITORS READING REVIEWS
    Financial Services Firm27%
    Computer Software Company16%
    Manufacturing Company7%
    Government5%
    VISITORS READING REVIEWS
    Financial Services Firm21%
    Computer Software Company17%
    Retailer7%
    Healthcare Company7%
    Company Size
    REVIEWERS
    Small Business41%
    Midsize Enterprise28%
    Large Enterprise31%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise11%
    Large Enterprise69%
    REVIEWERS
    Small Business43%
    Midsize Enterprise29%
    Large Enterprise29%
    VISITORS READING REVIEWS
    Small Business28%
    Midsize Enterprise11%
    Large Enterprise61%
    Buyer's Guide
    Prometheus vs. Stackify
    March 2024
    Find out what your peers are saying about Prometheus vs. Stackify and other solutions. Updated: March 2024.
    768,857 professionals have used our research since 2012.

    Prometheus is ranked 9th in Application Performance Monitoring (APM) and Observability with 32 reviews while Stackify is ranked 43rd in Application Performance Monitoring (APM) and Observability with 6 reviews. Prometheus is rated 8.4, while Stackify is rated 7.8. 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 Stackify writes "Easy to set up with great custom dashboards but needs to improve non-.NET infrastructure". Prometheus is most compared with Azure Monitor, New Relic, Dynatrace, Sentry and AWS X-Ray, whereas Stackify is most compared with New Relic, Dynatrace and AppDynamics. See our Prometheus vs. Stackify 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.