Dynatrace vs Grafana Loki comparison

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Dynatrace Logo
19,806 views|12,033 comparisons
95% willing to recommend
Grafana Labs Logo
2,840 views|2,462 comparisons
91% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Dynatrace and Grafana Loki based on real PeerSpot user reviews.

Find out in this report how the two Log Management solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed Dynatrace vs. Grafana Loki Report (Updated: April 2024).
768,924 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
"We can be more productive and agile. It allows us to be more accurate when we need to work with bugs.""The linking is very good in Dynatrace. What happens in other monitoring tools is the linking is not proper. In those solutions, a person has to manually link many of the layers and what is happening in them, while in Dynatrace you get that from the very first visit. For example, if a person is visiting your website, from there it will traverse you to the end. If the application is a Java application, it will traverse you there, to the Method level. So that linking and traversing is better in Dynatrace.""UEM (RUM)​: User Experience Management (real user monitoring) puts you in "user's seat" and gives you insight into how they experience the application. Often, this gives a totally different view than just watching the backend calls.""The most valuable features for me are the dashboard panels because they enable you to monitor multiple applications in one single site.""The ability to real-time monitor servers and databases without any major drain on application resources is invaluable.""During the building of a system that is new, there are a lot of bugs. Being in the cloud it is very difficult, sometimes, to diagnose where the issues are. Dynatrace gives us that deep insight into errors.""It has more functionality, better additional components, and better management of problems. It also has a good AI.""The stability is rock solid. We put a lot of stress on it."

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"I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana.""The tool can be used in multi-cluster environments.""Loki also utilizes the same service discovery mechanism as used by Prometheus. So, whatever labeled metadata you see in Prometheus, you have the exact same metadata in the Loki system. Given this level of intricacy and the attempt to address these challenges, I firmly believe that Loki deserves praise for the work.""The most valuable feature is the capability to set up alerts, which becomes necessary when we need to receive notifications for specific events.""The most valuable features of the solution stem from the fact that it is an open-source tool that is stable and flexible.""The solution's stability has never been a problem. Stability-wise, I rate the solution a nine to ten out of ten.""The most valuable feature of the solution is the tool's GUI. The solution's GUI is very user-friendly.""The best feature of Grafana Loki is that it integrates well with our other tool."

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Cons
"Setting up the thresholds and alerting, it is complicated to understand their use cases.""We have a load testing team, they completely rely on the reporting for analyzing the data. They should have a template to create a report and they should have something to auto-deliver the report into your email box.""Some of the APIs and integrations are a bit tougher than others to integrate.""A role-based view and a Python monitoring tool would make a simple user interface more usable.""I would like a tool that can give me a one page view of all the problems and issues.​""Log analytics in the classic synthetic and RUM tools would be a great addition.""DevOps ​plugin monitoring tools need improvement.""One thing that would help it tighter integration with DCRUM. It's somewhat difficult to drill down and see everything, but I think that's in the future versions. We just haven't seen that yet."

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"The correlation of requests is not simple in Grafana Loki and can be improved.""We encountered certain limitations when it came to alerting, particularly when dealing with specific data sources.""Enhancing speed could be a game-changer, and while it might vary depending on the application, it's a factor worth exploring.""In Grafana Loki, the creation of metrics is not so easy, making it an area that could be made easier.""My main concern is the recommended production-grade setup. They suggest using tools like Tanka or Jsonnet. They should simplify the process to increase adoption.""The solution's scalability depends on the team managing the Grafana instance.""The Docker container partition feature needs improvement as they do not reuse the space and goes into a pending state.""The product must improve its UI."

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Pricing and Cost Advice
  • "Pricing is based on the number of servers monitored, so for big applications, it is a bit expensive."
  • "Licensing is a bit complicated for Dynatrace, and pricing is dependent on how much your organization invests."
  • "We found an issue within the first week of ownership that has been costing us more than the entire license cost."
  • "Product pricing can seem a little over complex, however this is minor and does not detract from the benefits of the solution."
  • "Getting the first agents installed, getting information, and coverage in a initial set of systems can be done in hours and with a low cost entry point."
  • "Price (of the product) is a major concern for all the clients I work with."
  • "The licensing model is confusing in solutioning clients for the number of hosts needed to deploy."
  • "The product is superior to others, but it comes with a price tag that is often difficult to position back to clients."
  • More Dynatrace Pricing and Cost Advice →

  • "You can use the free version of Grafana Loki on-premises."
  • "My company doesn't need to pay for the licensing cost of the solution."
  • "We use a free version."
  • "The pricing structure varies based on the number of users; there might be specific taxes to pay for it."
  • "The solution is open source."
  • "I use the solution's open-source version. Grafana Loki is a completely free solution for me."
  • "I use the open-source version of the product."
  • "Grafana Loki is a free, open-source solution."
  • More Grafana Loki Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The key is to have a holistic view over the complete infrastructure, the ones you have listed are great for APM if you need to monitor applications end to end. I have tested them all and have not… more »
    Top Answer:While the environment does matter in the selection of an APM tool, I prefer to use Dynatrace to manage the entire stack. Both production and Dev/Test. I find it to be quite superior to anything else… more »
    Top Answer:There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra… more »
    Top Answer:We are using Grafana Loki as a database for real-time metrics.
    Top Answer:Since we are using the open-source version of Grafana Loki, we are not paying anything for the solution.
    Top Answer:There are a few features in the solution's enterprise version that are not given in the normal basic version. Visualization-wise, Grafana Loki's dashboard looks a little outdated compared to other… more »
    Ranking
    4th
    out of 95 in Log Management
    Views
    19,806
    Comparisons
    12,033
    Reviews
    15
    Average Words per Review
    468
    Rating
    8.5
    14th
    out of 95 in Log Management
    Views
    2,840
    Comparisons
    2,462
    Reviews
    12
    Average Words per Review
    518
    Rating
    8.1
    Comparisons
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    Azure Monitor logo
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    Graylog logo
    Compared 49% of the time.
    Wazuh logo
    Compared 10% of the time.
    syslog-ng logo
    Compared 9% of the time.
    Seq logo
    Compared 2% of the time.
    Learn More
    Overview

    Dynatrace is an AI-powered software intelligence monitoring platform that accelerates digital transformation and simplifies cloud complexities. Dynatrace is an entirely automated full-stack solution that provides data and answers about the performance of your applications and deep insight into every transaction throughout every application, including the end-user experience. By modernizing and automating enterprise cloud operations, users can deliver an optimal digital experience with higher quality software to customers faster.

    Dynatrace offers an all-in-one automated artificial intelligence solution that brings together application performance, cloud and infrastructure, and digital experience monitoring. Dynatrace accelerates performance-driven results through operations, development, and business teams with a shared metrics platform. In addition, users are provided a full-stack monitoring experience with three patented technologies:

    • Smartscape - visualization mechanism that maps the totality of everything working in your environment and detects any casual dependencies between your applications, processes, websites, services, hosts, cloud infrastructure, and networks.

    • OneAgent - a technology that analyzes, gathers ,and unifies all business performance metrics throughout every layer of your technology stack.

    • PurePath Technology - code-level context and timings are captured from the mainframe to the cloud for all end-to-end transactions.

    What does Dynatrace offer?

    Dynatrace redefines how organizations monitor their digital ecosystems. The solution offers:

    • Cloud Automation: With AI engine Davis®, users can see the exact reason for problems and facilitate quick auto-remediation and intelligent cloud orchestration.

    • Application Security: With automated application vulnerability management, users can deliver applications faster and more securely.

    • Infrastructure Monitoring: Convenient broad visibility across your environments is provided with streamlined, automated infrastructure monitoring.

    • Digital Experience Monitoring (DEM): Optimize your applications, provide better support, and improve user experience with a combination of Real User Monitoring (RUM), Session Replay, and synthetic monitoring throughout your environment.

    • Applications and Microservices: For complex cloud environments, Dynatrace can automatically provide visibility and root-cause answers. It can also monitor microservices.

    • Digital Business Analytics: Get AI-powered, real-time answers to analytical business queries with KPIs and metrics that are already flowing through applications.

    Reviews from Real Users

    Dynatrace is the only solution that provides answers to organizations based on deep insight into each user, transaction, and organization's environment.

    Barry P., a managing performance engineer at Medica Health Plans, writes, "With Dynatrace, we have synthetic checks and real-user monitoring of all of our websites, places where members and providers can interact with us over the web. We monitor the response times of those with Dynatrace, and it's all integrated into one place."

    A consultant at a tech service company notes, "A feature that's one of the highlights of Dynatrace is the AI. The second most valuable feature is OneAgent. Between infrastructures, applications, operating systems, you can deploy with just a single agent and can practically install and forget about it."

    Grafana Loki is a powerful log aggregation and analysis tool designed for cloud-native environments. Its primary use case is to collect, store, and search logs efficiently, enabling organizations to gain valuable insights from their log data.

    The most valuable functionality of Loki is its ability to scale horizontally, making it suitable for high-volume log data. It achieves this by utilizing a unique indexing approach called "Promtail," which efficiently indexes logs and allows for fast searching and filtering. Loki also supports log streaming in real-time, ensuring that organizations can monitor and analyze logs as they are generated.

    By centralizing logs in a single location, Loki simplifies log management and troubleshooting processes. It provides a unified view of logs from various sources, making it easier to identify and resolve issues quickly. With its powerful query language, organizations can extract meaningful information from logs, enabling them to gain insights into system performance, identify anomalies, and detect potential security threats.

    Loki's integration with Grafana, a popular open-source visualization tool, allows users to create rich dashboards and visualizations based on log data. This combination enhances the observability of systems and applications, enabling organizations to make data-driven decisions and improve overall operational efficiency.

    Sample Customers
    Audi, Best Buy, LinkedIn, CISCO, Intuit, KRONOS, Scottrade, Wells Fargo, ULTA Beauty, Lenovo, Swarovsk, Nike, Whirlpool, American Express
    Information Not Available
    Top Industries
    REVIEWERS
    Financial Services Firm28%
    Insurance Company9%
    Computer Software Company9%
    Manufacturing Company8%
    VISITORS READING REVIEWS
    Educational Organization28%
    Financial Services Firm18%
    Computer Software Company8%
    Manufacturing Company6%
    VISITORS READING REVIEWS
    Computer Software Company20%
    Manufacturing Company11%
    Comms Service Provider9%
    Financial Services Firm7%
    Company Size
    REVIEWERS
    Small Business17%
    Midsize Enterprise13%
    Large Enterprise71%
    VISITORS READING REVIEWS
    Small Business11%
    Midsize Enterprise33%
    Large Enterprise56%
    REVIEWERS
    Small Business25%
    Midsize Enterprise58%
    Large Enterprise17%
    VISITORS READING REVIEWS
    Small Business31%
    Midsize Enterprise18%
    Large Enterprise51%
    Buyer's Guide
    Dynatrace vs. Grafana Loki
    April 2024
    Find out what your peers are saying about Dynatrace vs. Grafana Loki and other solutions. Updated: April 2024.
    768,924 professionals have used our research since 2012.

    Dynatrace is ranked 4th in Log Management with 340 reviews while Grafana Loki is ranked 14th in Log Management with 12 reviews. Dynatrace is rated 8.8, while Grafana Loki is rated 8.0. The top reviewer of Dynatrace writes "AI identifies all the components of a response-time issue or failure, hugely benefiting our triage efforts". On the other hand, the top reviewer of Grafana Loki writes "Effective for Logging, recovery from node failures is fast and single UI supports metrics, logs, and even tracing". Dynatrace is most compared with Datadog, New Relic, AppDynamics, Splunk Enterprise Security and Azure Monitor, whereas Grafana Loki is most compared with Graylog, Wazuh, syslog-ng, Splunk Enterprise Security and Seq. See our Dynatrace vs. Grafana Loki report.

    See our list of best Log Management vendors.

    We monitor all Log Management 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.