Grafana Loki vs Splunk Enterprise Security comparison

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Grafana Labs Logo
3,362 views|2,958 comparisons
91% willing to recommend
Splunk Logo
26,790 views|21,907 comparisons
92% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Grafana Loki and Splunk Enterprise 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. Splunk Enterprise Security 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
"The most valuable feature of Grafana Loki is the dashboards which are really simple to create.""The log collection feature is good and the solution is easily understandable. v""I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana.""The best feature of Grafana Loki is that it integrates well with our other tool.""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.""The effectiveness of filters is pivotal for optimizing the search process and extracting the specific information we need from the extensive log data.""We are using Grafana Loki as a database for real-time metrics."

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"Splunk's schema on demand is incredibly useful. I do not have to worry about what my users will need when we onboard their data.""It helped us consolidate all our solutions into an easy tool to use for various employees.""The solution has proven to be quite stable.""The stock analysts and security people use one single dashboard (one single location) to check our logs.""I am satisfied with the support.""From the class that I took this week, being able to create notable events from whatever you find in the data set is pretty useful.""The ability to manipulate data in Splunk is unparalleled. Splunk’s powerful, flexible query language can morph difficult to understand log formats into usable data.""It can log more logs than other solutions. It's a good way to troubleshoot problems."

More Splunk Enterprise Security Pros →

Cons
"The Docker container partition feature needs improvement as they do not reuse the space and goes into a pending state.""The solution has shortcomings regarding security monitoring-oriented features that need improvement.""We encountered certain limitations when it came to alerting, particularly when dealing with specific data sources.""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.""The correlation of requests is not simple in Grafana Loki and can be improved.""The product must improve its UI.""The solution's scalability depends on the team managing the Grafana instance.""In Grafana Loki, the creation of metrics is not so easy, making it an area that could be made easier."

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"The support that is included with the standard licensing fee is very bad.""There is improvement needed when importing from some types of data sources.""Splunk should have more regional data centers in the Middle East.""It is a good product, but the Achilles heel for a lot of organizations is the cost model for it because it gets expensive. That's because the model is based on how much data it processes a day, which can be prohibitive, especially if you have a lot of data. A lot of customers may not be ready for the sticker shock on how to fully leverage the product. I realized that the reason for that is that when it was originally designed, it was kind of like a big data modeling application. If they want to have a bigger customer base, they can come out with subsets of their product that are focused on specific things and have different pricing models. It may help with the cost.""They should make data onboarding easier.""The pricing can be better.""There is a learning curve in order to start using machine learning. We have been trying to do it for three years, and we have not managed anything. It is too complex.""I would like to get visibility into the data pipelines on heavy forwarders and indexers to see exactly their source and the cause of saturation when it occurs. This would help us learn even more about our high use applications."

More Splunk Enterprise Security Cons →

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 →

  • "Pricing and licensing is quite expensive. But for the value the product provides, it seems at par in the market."
  • "Although Splunk is an expensive product, it is designed to be utilized across your organization in order to maximize your ROI and lower your TCO."
  • "It is not cheap."
  • "Splunk Enterprise becomes extremely expensive after the 20GB/month license."
  • "You will eat up whatever you purchase quickly. The level of insights that Splunk empowers is addictive."
  • "Splunk licensing model might seem expensive but with all the gain in functionalities you will have compared to traditional SIEM solutions I think it’s worth the price."
  • "Pricing is pretty fair."
  • "While licensing can be a concern, there are ways to reduce the licensing costs including filtering some events."
  • More Splunk Enterprise Security Pricing and Cost Advice →

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    Comparison Review
    Vinod Shankar
    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:For tools I’d recommend:  -SIEM- LogRhythm -SOAR- Palo Alto XSOAR Doing commercial w/o both (or at least an XDR) is asking to miss details that are critical, and ending up a statistic. Also,… 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 ingestion of anything, but the charge per GB/Day Indexed and it gets expensive as log… more »
    Top Answer:Splunk handles a high amount of data very well. We use Splunk to capture information and as an aggregator for monitoring information from different sources. Splunk is very good at alerting us if we… more »
    Ranking
    13th
    out of 95 in Log Management
    Views
    3,362
    Comparisons
    2,958
    Reviews
    12
    Average Words per Review
    518
    Rating
    8.1
    1st
    out of 95 in Log Management
    Views
    26,790
    Comparisons
    21,907
    Reviews
    69
    Average Words per Review
    930
    Rating
    8.4
    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.

    Splunk Enterprise Security is a SIEM, log management, and IT operations analytics tool. The solution provides users with the ability to secure their information and manage their data in the cloud, data centers, or other applications. Splunk Enterprise Security also offers visibility from different areas, levels, and devices, rather than from a single system, thus, providing its users with flexibility. Splunk Enterprise Security can monitor data and analyze, detect, and prevent intrusions. This benefits users as it provides alerts to possible intrusions, helps users to be proactive, and reduces risk factors. 

    Full visibility across your environment

    Break down data silos and gain actionable intelligence by ingesting data from multicloud and on-premises deployments. Get full visibility to quickly detect malicious threats in your environment.

    Fast threat detection

    Defend against threats with advanced security analytics, machine learning and threat intelligence that focus detection and provide high-fidelity alerts to shorten triage times and raise true positive rates.

    Efficient investigations

    Gather all the context you need and initiate flexible investigations with security analytics at your fingertips. The built-in open and extensible data platform boosts productivity and drives down fatigue.

    Open and scalable

    Built on an open and scalable data platform, you can stay agile in the face of evolving threats and business needs. Splunk meets you where you are on your cloud journey, and integrates across your data, tools and content.

    Sample Customers
    Information Not Available
    Splunk has more than 7,000 customers spread across over 90 countries. These customers include Telenor, UniCredit, ideeli, McKenney's, Tesco, and SurveyMonkey.
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company19%
    Manufacturing Company10%
    Comms Service Provider8%
    Financial Services Firm7%
    REVIEWERS
    Computer Software Company19%
    Financial Services Firm14%
    Government9%
    Energy/Utilities Company8%
    VISITORS READING REVIEWS
    Financial Services Firm15%
    Computer Software Company14%
    Government9%
    Manufacturing Company8%
    Company Size
    REVIEWERS
    Small Business25%
    Midsize Enterprise58%
    Large Enterprise17%
    VISITORS READING REVIEWS
    Small Business32%
    Midsize Enterprise17%
    Large Enterprise51%
    REVIEWERS
    Small Business31%
    Midsize Enterprise12%
    Large Enterprise58%
    VISITORS READING REVIEWS
    Small Business19%
    Midsize Enterprise13%
    Large Enterprise68%
    Buyer's Guide
    Grafana Loki vs. Splunk Enterprise Security
    April 2024
    Find out what your peers are saying about Grafana Loki vs. Splunk Enterprise Security and other solutions. Updated: April 2024.
    772,649 professionals have used our research since 2012.

    Grafana Loki is ranked 13th in Log Management with 12 reviews while Splunk Enterprise Security is ranked 1st in Log Management with 246 reviews. Grafana Loki is rated 8.0, while Splunk Enterprise Security is rated 8.4. 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 Splunk Enterprise Security writes "It has a drag-and-drop interface, so you don't need to know SQL or Java to construct a query ". Grafana Loki is most compared with Graylog, Wazuh, syslog-ng, Fortinet FortiAnalyzer and Datadog, whereas Splunk Enterprise Security is most compared with Wazuh, Dynatrace, IBM Security QRadar, Elastic Security and Microsoft Sentinel. See our Grafana Loki vs. Splunk Enterprise Security 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.