Elastic Stack vs Grafana Loki comparison

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Elastic Logo
1,007 views|916 comparisons
100% 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 Elastic Stack 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 Elastic Stack vs. Grafana Loki Report (Updated: April 2024).
770,458 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 tool's most powerful aspect is its search engine capability. It's a highly effective and powerful solution for searching. We use it in professional and student projects at universities, and it delivers promising results.""The machine learning capabilities are valuable.""Elastic Stack is mainly used to monitor servers and APIs. It helps ensure the software's availability and sends notifications at the right time so the system is not down for a long time. The tool's stability and advanced features, such as anomaly detection, are the most valuable features. The benefit of using it is real-time monitoring.""Prior to the latest updates, data lake management was a standout feature. The hybrid capability for on-premise and cloud integration was also crucial. Now, with Elastic Defense, the agent simplifies security monitoring, making it a key asset.""The solution's technical support is good...Elastic Stack offers good value for value for money based on the product's features and what they offer.""I have experienced a return on investment from the use of the solution.""I think the ecosystem is well supported, and for logs, it was faster compared to our previous previous log management.""The biggest strength of Elastic Stack is its brilliant archiving capabilities."

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"The most valuable feature of Grafana Loki is the dashboards which are really simple to create.""The most valuable features of the solution stem from the fact that it is an open-source tool that is stable and flexible.""The best feature of Grafana Loki is that it integrates well with our other tool.""The tool can be used in multi-cluster environments.""I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana.""The log collection feature is good and the solution is easily understandable. v""We are using Grafana Loki as a database for real-time metrics.""The most valuable feature is the capability to set up alerts, which becomes necessary when we need to receive notifications for specific events."

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Cons
"The main issue related to Elastic Stack is in the area of its licensing.""The solution is expensive, particularly the training and certification. If customers want to increase their use of Elastic Stack, they should consider reducing the cost of certification and training.""Elastic Stack's search capabilities can be challenging, especially when searching for precise data from past years, such as two or ten years ago. Its indexing performance for exact data retrieval may decrease as the data volume grows. Therefore, I believe there is room for improvement in the product's search functionality. It needs to improve its pricing as well.""Agent deployment is a little tough in the on-premise version.""Improvements are needed in the solution in areas like SOAR and TIP, where there are certain shortcomings.""AI-enablement would be a big improvement in Elastic Stack...If there is room for an ML model in Elastic Stack, then it would be good.""It lacks a clear NDR (Network Detection and Response) feature. If Elastic could enhance this aspect, it would significantly boost its capabilities.""The tool's pricing can be improved."

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"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.""The product must improve its UI.""Enhancing speed could be a game-changer, and while it might vary depending on the application, it's a factor worth exploring.""The Docker container partition feature needs improvement as they do not reuse the space and goes into a pending state.""The correlation of requests is not simple in Grafana Loki and can be improved.""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.""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."

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Pricing and Cost Advice
  • "I used the open-source version of Elastic Stack, because of which I did not have to pay anything."
  • "The pricing is reasonable."
  • "It depends on the specifics, but generally, Elastic is economical for certain use cases."
  • "The product is expensive."
  • "Ultimately, the pricing depends upon the capacity planning that the enterprise architect does."
  • "We are using the open-source community version of the product."
  • "If I compare Elastic Stack to the other products in the market, I would say that the tool is available at a competitive price."
  • "I rate the solution's pricing a six out of ten."
  • More Elastic Stack 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 tool is huge, and it performs brilliantly. I tested it for malware, and within two weeks of launching, the product alerted me about a network intrusion. This was a tough test for it, but it… more »
    Top Answer:If I compare Elastic Stack to the other products in the market, I would say that the tool is available at a competitive price. I don't like to compare Elastic Stack with a vendor like Fortinet, which… more »
    Top Answer:The tool's pricing can be improved.
    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
    16th
    out of 95 in Log Management
    Views
    1,007
    Comparisons
    916
    Reviews
    10
    Average Words per Review
    483
    Rating
    8.3
    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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    Graylog logo
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    Wazuh logo
    Compared 10% of the time.
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    Compared 8% of the time.
    Seq logo
    Compared 2% of the time.
    Learn More
    Overview

    It's comprised of Elasticsearch, Kibana, Beats, and Logstash (also known as the ELK Stack) and more. Reliably and securely take data from any source, in any format, then search, analyze, and visualize.
    Built on a foundation of free and open, Elasticsearch and Kibana pave the way for diverse use cases that start with logging and span as far as your imagination takes you. Elastic features like machine learning, security, and reporting compound that value — and since they’re made for Elastic, you'll only find them.

    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.

    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company14%
    Government11%
    Financial Services Firm11%
    Manufacturing Company9%
    VISITORS READING REVIEWS
    Computer Software Company20%
    Manufacturing Company11%
    Comms Service Provider9%
    Financial Services Firm7%
    Company Size
    REVIEWERS
    Small Business64%
    Midsize Enterprise9%
    Large Enterprise27%
    VISITORS READING REVIEWS
    Small Business26%
    Midsize Enterprise17%
    Large Enterprise57%
    REVIEWERS
    Small Business25%
    Midsize Enterprise58%
    Large Enterprise17%
    VISITORS READING REVIEWS
    Small Business31%
    Midsize Enterprise18%
    Large Enterprise51%
    Buyer's Guide
    Elastic Stack vs. Grafana Loki
    April 2024
    Find out what your peers are saying about Elastic Stack vs. Grafana Loki and other solutions. Updated: April 2024.
    770,458 professionals have used our research since 2012.

    Elastic Stack is ranked 16th in Log Management with 11 reviews while Grafana Loki is ranked 13th in Log Management with 12 reviews. Elastic Stack is rated 8.4, while Grafana Loki is rated 8.0. The top reviewer of Elastic Stack writes "A stable product that can be fine-tuned easily". 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". Elastic Stack is most compared with Security Onion, Wazuh, Falcon LogScale, syslog-ng and Seq, whereas Grafana Loki is most compared with Graylog, Wazuh, syslog-ng, Splunk Enterprise Security and Seq. See our Elastic Stack 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.