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LogRhythm UEBA [EOL] vs Splunk User Behavior Analytics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 26, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

LogRhythm UEBA [EOL]
Average Rating
7.2
Reviews Sentiment
6.5
Number of Reviews
12
Ranking in other categories
No ranking in other categories
Splunk User Behavior Analytics
Average Rating
8.2
Reviews Sentiment
6.6
Number of Reviews
25
Ranking in other categories
Intrusion Detection and Prevention Software (IDPS) (14th), User Entity Behavior Analytics (UEBA) (5th)
 

Featured Reviews

Venda E - PeerSpot reviewer
Cloud Option Engineer at a tech vendor with 10,001+ employees
Behavior analytics has improved insider threat detection and reduces false positives for our team
The best features LogRhythm UEBA [EOL] offers are its behavioral balancing, baselining, risk scoring, and correlation with SIEM events, and what stands out most is risk scoring, which gives clear visibility into which user behaviors are genuinely risky and helps our team to focus on the highest priority threats without drowning in noise. Risk scoring helps us to quickly identify which users' activity needs immediate attention by clearly ranking threats based on impact and likelihood; it changes our day-to-day operations by reducing time spent on low-risk alerts and allowing the team to prioritize investigations and response actions more effectively and consistently. LogRhythm UEBA [EOL] has positively impacted our organization by improving our ability to detect insider threats and compromised accounts earlier, resulting in better security visibility, reduced false positives, and faster investigations and response times, which helped the team operate more effectively with greater confidence. I observed a noticeable reduction in false positive alert volume, which shortened the investigation time per incident, improving the mean time to detect and respond, and helping identify high-risk user activities earlier, which prevented potential security incidents from escalating.
SK
Enterprise Architect at Wipro Limited
Offers intuitive deployment with strong customer support and advanced analytics features
There are improvements that could be made to Splunk User Behavior Analytics as any product will have advantages and disadvantages. Scalability is one consideration. For example, the advantages include rapid auto scaling to meet demand. A disadvantage is that it can lead to cost overrun if not properly factored or governed. The speed of deployment offers faster provisioning as an advantage, but it can require substantial automation skills and infrastructure as code expertise, which can be challenging. Cloud provides major operational benefits such as agility, automation, resilience, and global access when setting up on Cloud. However, it introduces challenges such as cost control, complexity, and vendor dependency. For example, global reach allows deployment of apps and services closer to users worldwide, but data sovereignty concerns exist and region selection must align with compliance requirements.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"It is easy to monitor users and that is how the solution is adding value to our firm."
"The tool's most valuable feature is server threat hunting."
"I typically use the product for reducing cyber risk, and I can investigate attacks more quickly using machine learning tools."
"The solution is useful for privilege accounts and super admin accounts. It is beneficial from a security perspective. The tool uses machine learning rather than threshold-based alerts. For instance, it can detect unusual user logins, such as a user logging in from a new browser or location."
"The most valuable features are file activity monitoring and registry activity monitoring."
"The solution's most valuable features are the graphical user interface and the reporting."
"I can investigate attacks more quickly using machine learning tools."
"Good capability pinpointing specific cyber incidents."
"It is a solution that helps test and measure customer satisfaction."
"Features like alerts and auto report generation are valuable."
"The most valuable feature is being able to take data and put it into other systems so that we could see the output, and to see where we need to apply our focus."
"Splunk is highly valuable for query purposes."
"We are really pleased with Splunk and its features. It would be practically impossible to function without it. To provide a general overview of the system, it's important to note that the standard log files are currently around 250 gigabytes per day. It would be impossible to manually walk through these logs by hand, which is why automation is essential."
"Splunk User Behavior Analytics is known for its advanced analytics and data correlation capabilities, which help in detecting patterns, anomalies, and security threats."
"The most valuable features are the indexing and powerful search features."
"It's easily scalable."
 

Cons

"LogRhythm UEBA [EOL] could be improved with more flexible tuning options and clearer model transparency to better understand why certain behaviors are flagged; enhanced integrations with additional data sources and more intuitive dashboards would also help improve usability and investigation efficiency."
"The cloud version is lacking and not up to par."
"In general, if something needs to be improved in the algorithm, it would be the dashboards."
"The UI could be improved a little bit."
"LogRhythm UEBA's data aggregation needs to be improved. Open-source users do not have much documentation available. Documentation is available only for enterprise users."
"It should have better mitigation with other solutions and be tightly integrated with other solutions. It has to be improved."
"What needs improvement in LogRhythm UEBA is the pricing. Here in Asia, for example, in Sri Lanka, pricing is the primary concern, and this is the only area for improvement I see in the product."
"The product should improve its dashboards. Splunk has neat dashboards. Additionally, we would like to enhance the use cases provided by LogRhythm as its use case library is not as extensive as other tools. Its machine-learning capabilities need to improve when compared to other solutions. It lacks risk quantification in a single, transparent view for individuals such as CSOs."
"We want to have an automated system for bot hunting that enables us to detect anomalies predictively based on historical data. It would be helpful if Splunk included process mining as an alternative option. We have a threat workflow, but it would be useful if we could supplement that with some process mining capabilities over time."
"In the future I would like to see simplified statistics and analytical threats."
"There are occasional bugs."
"Currently, a lot of network operations need improvement. We still need people to handle incidents. Our vision is to leverage status and convert it directly from the network devices. It would be ideal if we could take action using APIs and API code and remove manual processes."
"The dashboard part could be improved. While using it, I noticed two options: Classic, which is adequate yet only in black and white, and another one that is more advanced or smart."
"I'm not aware of any lacking features."
"The machine learning algorithm in Splunk User Behavior Analytics is actually the core thing that needs to be updated because this feeds all the other functions inside it."
"The initial setup was complex because some of the configurations that we required needed customization."
 

Pricing and Cost Advice

"As LogRhythm UEBA is pretty expensive, I'd give its pricing a seven out of ten."
"LogRhythm UEBA's pricing is affordable for small and medium businesses."
"It is quite a budget-friendly product."
"The pricing is nice when compared to other products in the industry."
"Licensing is on a yearly basis. It's not expensive compared to its competitors."
"I rate the product's pricing a three out of ten. However, the cloud version is expensive. You need to hire professional services for deployment and migrations, which can be expensive."
"I hope we can increase the free license to be more than 5 gig a day. This would help people who want to introduce a POC or a demo license for the solution."
"There are additional costs associated with the integrator."
"Pricing varies based on the packages you choose and the volume of your usage."
"The licensing costs is around 10,000 dollars."
"I am not aware of the price, but it is expensive."
"My biggest complaint is the way they do pricing... You can never know the pricing for next year. Every single time you adjust to something new, the price goes up. It's impossible to truly budget for it. It goes up constantly."
report
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Top Industries

By visitors reading reviews
Computer Software Company
12%
Retailer
10%
Financial Services Firm
10%
Manufacturing Company
7%
Computer Software Company
12%
Financial Services Firm
9%
Government
8%
Educational Organization
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise4
Large Enterprise4
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise6
Large Enterprise12
 

Questions from the Community

What do you like most about LogRhythm UserXDR?
The solution is useful for privilege accounts and super admin accounts. It is beneficial from a security perspective. The tool uses machine learning rather than threshold-based alerts. For instance...
What is your experience regarding pricing and costs for LogRhythm UserXDR?
I rate the product's pricing a three out of ten. However, the cloud version is expensive. You need to hire professional services for deployment and migrations, which can be expensive.
What needs improvement with LogRhythm UserXDR?
In general, if something needs to be improved in the algorithm, it would be the dashboards. The dashboards with solutions such as Splunk are very neat and clean. I would also like to improve the us...
What do you like most about Splunk User Behavior Analytics?
The solution's most valuable feature is Splunk queries, which allow us to query the logs and analyze the attack vectors.
What is your experience regarding pricing and costs for Splunk User Behavior Analytics?
Splunk User Behavior Analytics is a premium product. Compared to all other products in the market, it is the most expensive one in all aspects including professional service and licenses, even the ...
What needs improvement with Splunk User Behavior Analytics?
Splunk User Behavior Analytics is still an immature product, so it still needs some R&D to be able to be mature in the market. The prediction, algorithms, and ML codes behind Splunk User Behavi...
 

Also Known As

LogRhythm UserXDR, LogRhythm Enterprise UEBA
Caspida, Splunk UBA
 

Overview

 

Sample Customers

Information Not Available
8 Securities, AAA Western, AdvancedMD, Amaya, Cerner Corporation, CJ O Shopping, CloudShare, Crossroads Foundation, 7-Eleven Indonesia
Find out what your peers are saying about Exabeam, IBM, Varonis and others in User Entity Behavior Analytics (UEBA). Updated: January 2026.
881,733 professionals have used our research since 2012.