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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
7.0
Reviews Sentiment
6.5
Number of Reviews
11
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) (10th), User Entity Behavior Analytics (UEBA) (4th)
 

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.
Ahmed Naguib - PeerSpot reviewer
Director at Techpace
Dashboard design excels while prediction algorithms need improvement
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 Behavior Analytics need to be more tuned. The logic needs to be reviewed because it has many false positives. For Splunk User Behavior Analytics, it is not yet a mature product and we are not recommending this to mature customers for now. 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. If the ML functions are not good enough, that means the risk scoring and all other related information will not be correct.

Quotes from Members

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

Pros

"LogRhythm UEBA’s best feature is the dashboard. It provides several graphs, charts, and event logs."
"The most valuable features are file activity monitoring and registry activity monitoring."
"I definitely think that it's good at finding things automatically, versus trying to define it."
"What I like most about LogRhythm UEBA is that it allows you to identify and analyze end-user behaviors and suspicious activities within the systems."
"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."
"Licensing is on a yearly basis, and it's not expensive compared to its competitors."
"The capability of pinpointing specific cyber incidents is a valuable feature for us."
"I typically use the product for reducing cyber risk, and I can investigate attacks more quickly using machine learning tools."
"This product is the easiest way to check if the work's correct."
"Splunk's technical support is amazing."
"We have seen a decrease in the mean time to detect threats by about 15 to 20 percent."
"It's straightforward in terms of configuration and troubleshooting and log management and monitoring as well. These are the edge points in addition to it being a modular solution where you can capitalize on your current licenses with extra licensing models, which can match the customer's business requirement and it can help the customer to design or to actually plan for their own roadmap."
"The solution works very well with large data sets."
"The solution offers good searching and allows for easy creation of dashboards and reports."
"The most valuable feature is the ability to search through a large amount of data."
"The automation is very good; the product is at the forefront of auto-remediation networking and the pricing of the solution is very reasonable."
 

Cons

"The on-premises LogRhythm is not very scalable. When considering packets per second or the MPS needed for additional logs such as web application logs, scalability is usually found in cloud products."
"The only problem is that the agents consume too much memory and system resources; the memory and resource consumption is high."
"It would be helpful if there were more guidance provided for integrating with unsupported devices."
"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."
"We're now exploring the cloud version but unfortunately we've found that they are lagging in that space."
"The cloud version is lacking and not up to par."
"It should have better mitigation with other solutions and be tightly integrated with other solutions. It has to be improved."
"The product could be user-friendly for someone who doesn’t have any prior experience working with it."
"Enhancing the storage model that they are using is necessary."
"UBA is a separate tool and it should be a part of the Splunk base itself so that we can download it."
"The initial setup was complex because some of the configurations that we required needed customization."
"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."
"In the future I would like to see simplified statistics and analytical threats, as well as a more user-friendly interface for dashboards."
"I would like improved downward integration with other tools such as McAfee and other GCP solutions."
"A disadvantage is that it can lead to cost overrun if not properly factored or governed."
"The ability to do more complicated data investigation would be a welcome addition for pros, though the functionality now gives most people what they need."
 

Pricing and Cost Advice

"As LogRhythm UEBA is pretty expensive, I'd give its pricing a seven out of ten."
"Licensing is on a yearly basis. It's not expensive compared to its competitors."
"It is quite a budget-friendly product."
"The pricing is nice when compared to other products in the industry."
"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."
"There are additional costs associated with the integrator."
"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."
"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."
"Pricing varies based on the packages you choose and the volume of your usage."
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Top Industries

By visitors reading reviews
Retailer
10%
Comms Service Provider
10%
Construction Company
9%
Financial Services Firm
9%
Financial Services Firm
11%
Computer Software Company
8%
Comms Service Provider
7%
Government
7%
 

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 Enterprise7
Large Enterprise12
 

Questions from the Community

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 is your primary use case for LogRhythm UserXDR?
I typically use the product for reducing cyber risk, and I can investigate attacks more quickly using machine learning tools.
What advice do you have for others considering LogRhythm UserXDR?
I would not necessarily recommend LogRhythm due to its complexity and lack of modularity. I would always recommend Splunk to users since it is a powerful solution. Combining it with other solutions...
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...
What is your primary use case for Splunk User Behavior Analytics?
The main use cases for Splunk User Behavior Analytics include threat detection. I detect insider threats, compromised users, account misuse, and all those things. I use unsupervised and supervised ...
 

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, One Identity, IBM and others in User Entity Behavior Analytics (UEBA). Updated: July 2026.
909,153 professionals have used our research since 2012.