Dynatrace vs Grafana Loki comparison

Cancel
You must select at least 2 products to compare!
Dynatrace Logo
19,118 views|11,410 comparisons
95% willing to recommend
Grafana Labs Logo
3,809 views|3,379 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
"Scalability is great. My biggest concern when we first put it in was the resources that it would take up, network traffic that it might create. But it seems perfectly scalable to any environment. Even on some of our heaviest use servers, it doesn't seem to affect anything.""I think with Dynatrace, it has helped to bring value to the business because now we can speak using the same language.""It's very easy to reach the root cause of the problems in the applications, due do the analysis with Dynatrace. The timeframe to update and fix the applications has been reduced a lot compared to what we had before Dynatrace.""It seems to be very stable. We have not had any outages attributed to the product.""The most valuable features for me are the dashboard panels because they enable you to monitor multiple applications in one single site.""It is limitless when it comes down to being able to scale up or even scale back, if we need it to.""The initial setup is easy.""It is useful for analytics, web performance, end-to-end coverage of a user experience, and database analytics. It is absolutely a monitoring tool that is worth having. The visibility that it provides is a unique feature of this product."

More Dynatrace Pros →

"We are using Grafana Loki as a database for real-time metrics.""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 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.""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.""I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana.""The effectiveness of filters is pivotal for optimizing the search process and extracting the specific information we need from the extensive log data.""The best feature of Grafana Loki is that it integrates well with our other tool."

More Grafana Loki Pros →

Cons
"It would help if Dynatrace allowed more features that work with metrics like Grafana or New Relic.""I haven't had a chance to go through all of it, but I would like to see the ability, from an administrative standpoint, for it to collect statistics. I want to be able to see the servers that the agents are installed on. I want it to be able to start doing collections for me by platform: How many Linux servers do I have? How many Windows servers do I have? Statistically give me the information of how things are performing, but I want that in a dashboard, where I can look at a dashboard and I can look at a section. So the ability for me to drill down will make it easier for me.""They need to develop how to capture the JDBC and MBeans metrics.""Dashboards are too clumsy, so it is good to keep less on dashboards and be easier to find the sections.""End-to-end monitoring could use more default dashboards.""It's not really user friendly. You need to go through a certain type of training.""Some of the APIs and integrations are a bit tougher than others to integrate.""I would say it's not scalable, because we've had to move large applications that were in a shared environment to their own separate Dynatrace server instance."

More Dynatrace Cons →

"We encountered certain limitations when it came to alerting, particularly when dealing with specific data sources.""The product must improve its UI.""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.""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.""Enhancing speed could be a game-changer, and while it might vary depending on the application, it's a factor worth exploring.""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."

More Grafana Loki Cons →

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 →

    report
    Use our free recommendation engine to learn which Log Management solutions are best for your needs.
    772,649 professionals have used our research since 2012.
    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
    19,118
    Comparisons
    11,410
    Reviews
    14
    Average Words per Review
    475
    Rating
    8.3
    13th
    out of 95 in Log Management
    Views
    3,809
    Comparisons
    3,379
    Reviews
    12
    Average Words per Review
    518
    Rating
    8.1
    Comparisons
    Datadog logo
    Compared 18% of the time.
    New Relic logo
    Compared 11% of the time.
    AppDynamics logo
    Compared 10% of the time.
    Azure Monitor logo
    Compared 7% 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 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.