Dynatrace vs Grafana Loki comparison

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Dynatrace Logo
19,481 views|11,780 comparisons
95% willing to recommend
Grafana Labs Logo
3,362 views|2,958 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).
772,649 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
"I think Dynatrace has good integration. I saw an integration with xMatters where, when there's a problem, it can kick out a message to the whomever it is, with xMatters.""It helps to improve code efficiency and has quicker performance analysis.""It reduces time and provides detailed info, showing problem correlation, and a single point of diagnosis.""Dynatrace helps us to improve overall performance and allows us to detect the root cause of an outbreak on our systems.""We setup triggers for certain critical events. When these events happen, alert notifications are sent to the support team to take immediate action.""I like the PurePaths dashlet the most. This is mostly because as soon I open the PurePaths dashlet and sort by response time, there is the problem. Every time.""It highlights areas that we could be doing better and increases our performance metrics by showing the biggest pain points.""Understanding how the user was being targeted by the application as well as knowing their behavior using those applications.​"

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"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 effectiveness of filters is pivotal for optimizing the search process and extracting the specific information we need from the extensive log data.""The tool can be used in multi-cluster environments.""The most valuable feature is the capability to set up alerts, which becomes necessary when we need to receive notifications for specific events.""I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana.""The most valuable features of the solution stem from the fact that it is an open-source tool that is stable and flexible.""The log collection feature is good and the solution is easily understandable. v""The most valuable feature of Grafana Loki is the dashboards which are really simple to create."

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Cons
"Cloud monitoring and reporting need improvement, as well as how to manipulate data and export it to share with business executives.""Log analytics in the classic synthetic and RUM tools would be a great addition.""It often produces "false alarms" and cannot identify failure patterns over days/weeks that do not indicate concern.""Data streaming and dashboard loading can be improved to reduce dashboard latency.""Documentation could be improved. E.g., you don't know how to properly use Dynatrace because documentation is almost lacking behind the features being deployed.""We're not quite there yet, but the thing I would like to see is to really have that view of how issues relate to the business. Often enough, the tools that IT have for IT stop at the IT level. They cannot go into the business level part. They can't understand, because they don't have the information that the business needs to provide them with - for example how much an hour of downtime costs the business. For us, in IT, it's an hour of downtime, but it equates to money and equates to hours lost and equates to a lot of things, and often enough we don't have that information. This is where I would like to see us going.""I'd like to see native support, because we're launching native apps in multiple countries so we really want to have a really good feel for how those apps are going and how well they're performing, if there are issues.""They need a capability similar to Tealeaf where you can actually view what the consumer is doing and record the sessions. That is the biggest missing element."

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"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.""We had a well-structured dashboard with a functional query. However, an issue arose when the Kubernetes pod restarted. The statistics from our Grafana query would reset, dropping to zero and starting anew. This was particularly noticeable with linear graphs, which are expected to show consistent growth.""Visualization-wise, Grafana Loki's dashboard looks a little outdated compared to other open-source visualization tools like Chronograf.""The solution's scalability depends on the team managing the Grafana instance.""The solution has shortcomings regarding security monitoring-oriented features that need improvement.""There is a need for some change in the alerting types of the product. In short, a few changes in the alert area are needed due to minor shortcomings.""In Grafana Loki, the creation of metrics is not so easy, making it an area that could be made easier."

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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
    19,481
    Comparisons
    11,780
    Reviews
    13
    Average Words per Review
    502
    Rating
    8.4
    13th
    out of 95 in Log Management
    Views
    3,362
    Comparisons
    2,958
    Reviews
    12
    Average Words per Review
    518
    Rating
    8.1
    Comparisons
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    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 Company19%
    Manufacturing Company10%
    Comms Service Provider8%
    Financial Services Firm7%
    Company Size
    REVIEWERS
    Small Business17%
    Midsize Enterprise12%
    Large Enterprise70%
    VISITORS READING REVIEWS
    Small Business11%
    Midsize Enterprise34%
    Large Enterprise55%
    REVIEWERS
    Small Business25%
    Midsize Enterprise58%
    Large Enterprise17%
    VISITORS READING REVIEWS
    Small Business32%
    Midsize Enterprise17%
    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.
    772,649 professionals have used our research since 2012.

    Dynatrace is ranked 4th in Log Management with 342 reviews while Grafana Loki is ranked 13th 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 Amazon OpenSearch Service. 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.