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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

"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."
"It has a lot of features. It has file integration monitoring."
"The tool's most valuable feature is server threat hunting."
"LogRhythm UEBA’s best feature is the dashboard. It provides several graphs, charts, and event logs."
"I can investigate attacks more quickly using machine learning tools."
"Good capability pinpointing specific cyber incidents."
"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."
"The most valuable features are file activity monitoring and registry activity monitoring."
"The solution's most valuable feature is Splunk queries, which allow us to query the logs and analyze the attack vectors."
"Because of some of the visualizations that we utilize, we are able to understand strange, unusual traffic on our networks."
"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."
"Splunk's technical support is amazing."
"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."
"This intelligent user behavior analytics package is easy to configure and use while remaining feature filled."
"Features like alerts and auto report generation are valuable."
"This is a good security product."
 

Cons

"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."
"The search feature needs to be improved."
"The product could be user-friendly for someone who doesn’t have any prior experience working with it."
"It would be helpful if there were more guidance provided for integrating with unsupported devices."
"The UI could be improved a little bit."
"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."
"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."
"I would like to see an enhancement in the automation of creating the rules."
"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."
"I'm not aware of any lacking features."
"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."
"They should work to add more built-in correlation searches and more use cases based on worldwide customer experiences. They need more ready-made use cases."
"It would be good if the solution had an analytics tool that allowed us to analyze the data without writing specific queries."
"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."
 

Pricing and Cost Advice

"LogRhythm UEBA's pricing is affordable for small and medium businesses."
"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."
"It is quite a budget-friendly product."
"Licensing is on a yearly basis. It's not expensive compared to its competitors."
"As LogRhythm UEBA is pretty expensive, I'd give its pricing a seven out of ten."
"The pricing is nice when compared to other products in the industry."
"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."
"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."
"I am not aware of the price, but it is expensive."
"There are additional costs associated with the integrator."
"The licensing costs is around 10,000 dollars."
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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.
881,707 professionals have used our research since 2012.