Grafana Loki vs Sumo Logic Security comparison

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Grafana Labs Logo
3,362 views|2,958 comparisons
91% willing to recommend
Sumo Logic Logo
2,041 views|1,343 comparisons
95% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Grafana Loki and Sumo Logic Security 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 Grafana Loki vs. Sumo Logic Security Report (Updated: April 2024).
772,127 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 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 most valuable feature of the solution is the tool's GUI. The solution's GUI is very user-friendly.""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 tool can be used in multi-cluster environments.""The most valuable feature of Grafana Loki is the dashboards which are really simple to create.""We are using Grafana Loki as a database for real-time metrics."

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"The solution is quite stable.""I have no concerns about the stability of the product. I feel it handles the stress we put on it very well.""We can ingest logs and make reports out of them. It is a good tool which can help us monitor any issues.""Support has been excellent. Sumo Logic's support staff is really good, both their account management staff and direct support.""Scalability has been good for our needs. We haven't run into any scaling issues in regards to size so far.""Sumo Logic Security is a good solution for searching the logs and identifying the issues.""It helps a lot because we can troubleshoot issues pretty easily.""The tool has key features like operability. It will alert the admins whenever a device is onboarded."

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Cons
"The correlation of requests is not simple in Grafana Loki and can be improved.""The solution's scalability depends on the team managing the Grafana instance.""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.""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.""The Docker container partition feature needs improvement as they do not reuse the space and goes into a pending state.""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.""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."

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"The initial setup is the most stressful, like learning how to use it.""We would like to have some type of predefined setup for the logs, making the setup easier by default.""I would like better UI-driven functionality to create alerts and reports. Now, we have to understand the syntax, so it is a little difficult for someone to pick it up without using the manuals. If there was more of a graphical user interface, it would be beneficial.""I would like to see improvement in the user experience when configuring things, ingesting logs, and creating ports.""The API integration in Sumo Logic Security could improve. There are delayed connections or they stop and then automatically start. Having a seamless log collection would be beneficial.""In my opinion, this solution has a steep learning curve and requires practice if users to be able to use this tool very efficiently.""We would like the ability to drill down into a dashboard and get into deeper levels.""If you look at some of the other offerings right now that are available in the market, they do offer APM as well as the product they're offering. I believe Sumo Logic is not there yet. So that's something which I would love to see."

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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 →

  • "Purchasing Sumo Logic through the AWS Marketplace was a simple step."
  • "Purchasing the solution through the AWS Marketplace is very easy."
  • "We chose to go through the AWS Marketplace because it makes it a lot easier when we bill our customers. Rather than having to get multiple different sources of information then correlate a monthly bill for our customers, it is just included in the AWS usage charges."
  • "The AWS Marketplace pricing is fairly reasonable for what it does. I wouldn't call it expensive, but I wouldn't call it cheap. It is pretty good."
  • "The only limit to the scalability of the product for us is how much we are willing to pay."
  • "The price scaling comes in a bit expensive."
  • "Pricing has been cheaper than some of the competing tools, like Splunk."
  • "If we went to ELK Stack, which is open source, it would have been less costly, but it would have required more development from our side."
  • More Sumo Logic Security Pricing and Cost Advice →

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    Questions from the Community
    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 »
    Top Answer:Sumo Logic Security is a good solution for searching the logs and identifying the issues.
    Top Answer:Storing logs in Sumo Logic Security is charged GB-wise, which is a little higher than other products.
    Top Answer:Sumo Logic Security is expensive, and its pricing could be improved.
    Ranking
    13th
    out of 95 in Log Management
    Views
    3,362
    Comparisons
    2,958
    Reviews
    12
    Average Words per Review
    518
    Rating
    8.1
    20th
    out of 95 in Log Management
    Views
    2,041
    Comparisons
    1,343
    Reviews
    6
    Average Words per Review
    403
    Rating
    8.3
    Comparisons
    Learn More
    Overview

    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.

    Sumo Logic

    Sumo Logic is a cloud-based machine data analytics company focusing on security, operations, and BI use cases. It provides log management and analytics services that leverage machine-generated big data to deliver real-time IT insights.

    Sumo Logic is developed as a SaaS solution, it processes and analyzes large quantities of IT infrastructure data, spotting patterns and anomalies that can indicate a potential threat or significant event.

    The platform is designed to help IT, security, and business operations teams develop, manage, and secure their applications and cloud infrastructures. It collects, aggregates, and analyzes data from various sources including servers, virtual machines, and network devices, providing visibility into complex systems.

    What are the key features of Sumo Logic?

    • Real-time Analytics: Continuous queries and live dashboards that provide insights into application performance, user behavior, and security threats.

    • Advanced Machine Learning: Utilizes machine learning algorithms to identify trends, anomalies, and patterns.

    • Integrated Threat Intelligence: Tools and workflows to enhance security postures by detecting threats and anomalies.

    • Multi-tenant Cloud Service: Allows users to operate in a shared cloud environment securely.

    The solution aims to simplify data complexity, streamline operations, and provide actionable insights to businesses across various industries.

    Sumo Logic is designed to handle high data volumes from multiple sources without diminishing performance. It is primarily deployed in the cloud with seamless integrations for AWS, Google Cloud, and Microsoft Azure. This flexibility allows users to leverage Sumo Logic’s capabilities regardless of their existing cloud infrastructure.

    In summary, Sumo Logic is a comprehensive, AI-driven analytics solution ideal for businesses looking to enhance their IT and security operations through data-driven insights and real-time monitoring. Its flexible deployment options and scalable pricing model make it accessible for various business sizes and sectors.

    Sample Customers
    Information Not Available
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company20%
    Manufacturing Company10%
    Comms Service Provider8%
    Financial Services Firm7%
    REVIEWERS
    Financial Services Firm30%
    Media Company20%
    Retailer10%
    Transportation Company10%
    VISITORS READING REVIEWS
    Computer Software Company15%
    Financial Services Firm11%
    Government9%
    Manufacturing Company8%
    Company Size
    REVIEWERS
    Small Business25%
    Midsize Enterprise58%
    Large Enterprise17%
    VISITORS READING REVIEWS
    Small Business32%
    Midsize Enterprise17%
    Large Enterprise51%
    REVIEWERS
    Small Business26%
    Midsize Enterprise11%
    Large Enterprise63%
    VISITORS READING REVIEWS
    Small Business25%
    Midsize Enterprise16%
    Large Enterprise58%
    Buyer's Guide
    Grafana Loki vs. Sumo Logic Security
    April 2024
    Find out what your peers are saying about Grafana Loki vs. Sumo Logic Security and other solutions. Updated: April 2024.
    772,127 professionals have used our research since 2012.

    Grafana Loki is ranked 13th in Log Management with 12 reviews while Sumo Logic Security is ranked 20th in Log Management with 18 reviews. Grafana Loki is rated 8.0, while Sumo Logic Security is rated 8.6. 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". On the other hand, the top reviewer of Sumo Logic Security writes "Used to store and monitor application logs and VPC flow logs". Grafana Loki is most compared with Graylog, Wazuh, syslog-ng, Splunk Enterprise Security and Google Cloud's operations suite (formerly Stackdriver), whereas Sumo Logic Security is most compared with Microsoft Sentinel, Wazuh, Rapid7 InsightIDR, Splunk Enterprise Security and Google Chronicle Suite. See our Grafana Loki vs. Sumo Logic Security report.

    See our list of best Log Management vendors and best Security Information and Event Management (SIEM) 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.