Grafana Loki vs Sumo Logic Security comparison

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31,886 views|17,713 comparisons
92% willing to recommend
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).
771,170 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
"Sentinel's most important feature is the ability to centralize all the logs in one place. There's no need to search multiple systems for information.""The ability of all these solutions to work together natively is essential. We have an Azure subscription, including Log Analytics. This feature automatically acts as one of the security baselines and detects recommendations because it also integrates with Defender. We can pull the sysadmin logs from Azure. It's all seamless and native.""The initial setup is very simple and straightforward.""The part that was very unexpected was Sentinel's ability to integrate with Azure Lighthouse, which, as a managed services solution provider, gives us the ability to also manage our customers' Sentinel environments or Sentinel workspaces. It is a big plus for us. With its integration with Lighthouse, we get the ability to monitor multiple workspaces from one portal. A lot of the Microsoft Sentinel workbooks already integrate with that capability, and we save countless amounts of money by simply being able to almost immediately realize multitenant capabilities. That alone is a big plus for us.""The most valuable feature is the UEBA. It's very easy for a security operations analyst. It has a one-touch analysis where you can search for a particular entity, and you can get a complete overview of that entity or user.""The Identity Behavior tab furnishes us with the entire history linked to each IP or domain that has either accessed or attempted to access our system.""Sentinel also enables you to ingest data from your entire ecosystem and not just from the Microsoft ecosystem. It can receive data from third-party vendors' products such firewalls, network devices, and antivirus solutions. It's not only a Microsoft solution, it's for everything.""The most valuable features are its threat handling and detection. It's a powerful tool because it's based on machine learning and on the behavior of malware."

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"The best feature of Grafana Loki is that it integrates well with our other tool.""The most valuable feature of Grafana Loki is the dashboards which are really simple to create.""The effectiveness of filters is pivotal for optimizing the search process and extracting the specific information we need from the extensive log data.""The most valuable feature of the solution is the tool's GUI. The solution's GUI is very user-friendly.""The log collection feature is good and the solution is easily understandable. v""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.""I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana."

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"For many of our services, we use Sumo Logic to track errors and send notifications to our Slack channel, if there are issues. Then, we have our support people monitoring this, and they can react quickly.""With this tool, we provide access to every developer team the ability to find errors, then they come to us and ask for specific help.""We have used it many times to find a root cause of a live issue, then fix the problem in the applications.""We use it to ingest Windows domain controller logs. We use this to monitor if anyone is placed in particular administration groups that potentially shouldn't be. It helps us keep track of people.""We are able to diagnose problems before our customers.""Scalability has been good for our needs. We haven't run into any scaling issues in regards to size so far.""The solution is quite stable.""Sumo Logic Security is a good solution for searching the logs and identifying the issues."

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Cons
"There is some relatively advanced knowledge that you have to have to properly leverage Sentinel's full capabilities. I'm thinking about things like the creation of workbooks, how you do threat-hunting, and the kinds of notifications you're getting... It takes time for people to ramp up on that and develop a familiarity or expertise with it.""The following would be a challenge for any product in the market, but we have some in-house apps in our environment... our apps were built with different parameters and the APIs for them are not present in Sentinel. We are working with Microsoft to build those custom APIs that we require. That is currently in progress.""We've seen delays in getting the logs from third-party solutions and sometimes Microsoft products as well. It would be helpful if Microsoft created a list of the delays. That would make things more transparent for customers.""The dashboards can be improved. Creating dashboards is very easy, but the visualizations are not as good as Microsoft Power BI. People who are using Microsoft Power BI do not like Sentinel's dashboards.""There are certain delays. For example, if an alert has been rated on Microsoft Defender for Endpoint, it might take up to an hour for that alert to reach Sentinel. This should ideally take no more than one or two seconds.""They need to work with other security vendors. For example, we replaced our email gateway with Symantec, but we couldn't collect these logs with Azure Sentinel. Instead of collecting these logs with Azure Sentinel, we are collecting them on Qradar. We couldn't do it with Sentinel, which is a problem for us.""The built-in SOAR is not really good out-of-the-box. The SOAR relies on logic apps and you almost need to have some kind of developer background to be able to make these logic apps. Most security people cannot develop anything...""The KQL query does not function effectively with Windows 11 machines, and in the majority of machine-based investigations, KQL queries are essential for organizing the data during investigations."

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"Enhancing speed could be a game-changer, and while it might vary depending on the application, it's a factor worth exploring.""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.""Visualization-wise, Grafana Loki's dashboard looks a little outdated compared to other open-source visualization tools like Chronograf.""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.""The solution's scalability depends on the team managing the Grafana instance.""The correlation of requests is not simple in Grafana Loki and can be improved.""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."

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"From the network segmentation side, there is some discrepancy in log onboarding. The tool needs to improve direct API integrations, login integration, native login integration, etc.""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.""Sumo Logic Security is expensive, and its pricing could be improved.""We would like the ability to drill down into a dashboard and get into deeper levels.""We would like to have some type of predefined setup for the logs, making the setup easier by default.""I would like to see improvement in the user experience when configuring things, ingesting logs, and creating ports.""The initial setup is the most stressful, like learning how to use it.""Sumo Logic needs to make sure integrating solutions are seamless."

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Pricing and Cost Advice
  • "It comes with a Microsoft subscription which the customer has, so they don't have to invest somewhere else."
  • "It is a consumption-based license model. bands at 100, 200, 400 GB per day etc. Azure Sentinel Pricing | Microsoft Azure"
  • "Good monthly operational cost model for the detection and response outcomes delivered, M365 logs don't count toward the limits which is a good benefit."
  • "I have had mixed feedback. At one point, I heard a client say that it sometimes seems more expensive. Most of the clients are on Office 365 or M365, and they are forced to take Azure SIEM because of the integration."
  • "It is kind of like a sliding scale. There are different tiers of pricing that go from $100 per day up to $3,500 per day. So, it just kind of depends on how much data is being stored. There can be additional costs to the standard license other than the additional data. It just kind of depends on what other services you're spinning up in Azure, or if you're using something like Azure log analytics."
  • "I am just paying for the log space with Azure Sentinel. It costs us about $2,000 a month. Most of the logs are free. We are only paying money for Azure Firewall logs because email logs or Azure AD logs are free to use for us."
  • "Sentinel is a bit expensive. If you can figure a way of configuring it to meet your needs, then you can find a way around the cost."
  • "Azure Sentinel is very costly, or at least it appears to be very costly. The costs vary based on your ingestion and your retention charges."
  • More Microsoft Sentinel 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:Yes, Azure Sentinel is a SIEM on the Cloud. Multiple data sources can be uploaded and analyzed with Azure Sentinel and… more »
    Top Answer:It would really depend on (1) which logs you need to ingest and (2) what are your use cases Splunk is easy for… more »
    Top Answer:We like that Azure Sentinel does not require as much maintenance as legacy SIEMs that are on-premises. Azure Sentinel is… 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… 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.
    Comparisons
    Also Known As
    Azure Sentinel
    Learn More
    Overview

    Microsoft Sentinel is a scalable, cloud-native, security information event management (SIEM) and security orchestration automated response (SOAR) solution that lets you see and stop threats before they cause harm. Microsoft Sentinel delivers intelligent security analytics and threat intelligence across the enterprise, providing a single solution for alert detection, threat visibility, proactive hunting, and threat response. Eliminate security infrastructure setup and maintenance, and elastically scale to meet your security needs—while reducing IT costs. With Microsoft Sentinel, you can:

    - Collect data at cloud scale—across all users, devices, applications, and infrastructure, both on-premises and in multiple clouds

    - Detect previously uncovered threats and minimize false positives using analytics and unparalleled threat intelligence from Microsoft

    - Investigate threats with AI and hunt suspicious activities at scale, tapping into decades of cybersecurity work at Microsoft

    - Respond to incidents rapidly with built-in orchestration and automation of common tasks

    To learn more about our solution, ask questions, and share feedback, join our Microsoft Security, Compliance and Identity Community.

    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
    Microsoft Sentinel is trusted by companies of all sizes including ABM, ASOS, Uniper, First West Credit Union, Avanade, and more.
    Information Not Available
    Top Industries
    REVIEWERS
    Financial Services Firm22%
    Computer Software Company11%
    Comms Service Provider8%
    Manufacturing Company8%
    VISITORS READING REVIEWS
    Computer Software Company16%
    Financial Services Firm10%
    Government9%
    Manufacturing Company7%
    VISITORS READING REVIEWS
    Computer Software Company20%
    Manufacturing Company10%
    Comms Service Provider9%
    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 Business33%
    Midsize Enterprise21%
    Large Enterprise47%
    VISITORS READING REVIEWS
    Small Business25%
    Midsize Enterprise16%
    Large Enterprise59%
    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.
    771,170 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 Coralogix, whereas Sumo Logic Security is most compared with Wazuh, Rapid7 InsightIDR, Splunk Enterprise Security, VMware Aria Operations for Logs 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.