LogRhythm UEBA [EOL] vs Microsoft Defender XDR comparison

Exabeam and Microsoft are both solutions in the Extended Detection and Response (XDR) category. Additionally, 60% of Exabeam users are willing to recommend the solution, compared to 98% of Microsoft users who would recommend it.

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Executive SummaryUpdated on Oct 26, 2025

Microsoft Defender XDR and LogRhythm UEBA compete in the cybersecurity category. Microsoft Defender XDR takes the upper hand with its comprehensive ecosystem integration, although LogRhythm UEBA excels in user behavior analysis.

Features: Microsoft Defender XDR provides comprehensive threat protection, integrates seamlessly within the Microsoft ecosystem, and offers advanced threat hunting. LogRhythm UEBA is notable for detailed threat detection, user behavior analysis, and server threat hunting capabilities.

Room for Improvement: Microsoft Defender XDR requires better third-party tool integration, more streamlined dashboards, and improved AI and machine learning. LogRhythm UEBA could enhance dashboard design, improve user-friendliness, and expand machine-learning capabilities.

Ease of Deployment and Customer Service: Microsoft Defender XDR supports various cloud environments, offering seamless updates but experiencing variable technical support. LogRhythm UEBA is easy to deploy on-premises, with reliable 24-hour customer service.

Pricing and ROI: Microsoft Defender XDR is pricier but offers cost-effectiveness within the Microsoft stack, despite complex licensing. LogRhythm UEBA, while expensive, remains budget-friendly for small to medium businesses with modular pricing.

To learn more, read our detailed Extended Detection and Response (XDR) Report (Updated: May 2026).

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May 2026

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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

Cortex XDR by Palo Alto Net...

Featured Reviews

ABHISHEK_SINGH

Senior Process Expert at A.P. Moller - Maersk

Gained full visibility and streamlined threat detection through behavior-based insights and AI integration

Initially, we got to have a lot of false positives when we onboarded, but nowadays it's quite smooth. We have fine-tuned our security policies and allowed different levels of policies to get rid of those false positives. Currently, we are getting a fairly good amount of incidents that are not false positives or benign, but actionable items. The process is streamlined. In the initial days, the operations used to get involved in a lot of benign and other activities, but now the process is streamlined. We are leveraging the auto-detection and remediation plans. The operations teams are now more involved in other business roles as well, not just looking into the logs and fetching out what's happening there. They have fixed a lot of things. Initially, they didn't have IAC code drift detection, cloud posture management, or security posture management, but they have those now. They purchased different vendors and did a merger with that. They have now Prisma Cloud that gets integrated and now they are working with Cortex Cloud. Everything that was negative has now been addressed, and the product altogether looks to be in a very better and mature shape now. Currently, it's more or less detecting the workloads with AI-based best practices. Since most organizations are consuming AI agents and other things, we are looking forward to seeing what other feature enhancements Palo Alto can support in that.

Read full review

Venda E

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.

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Kunle Oluwadiya

House security operator at Cypress Creek Renewables

Advanced threat hunting saves significant time in tracking and responding to incidents

Microsoft Defender XDR could be improved with a lower price. My main suggestion would essentially be what Copilot is providing, which is a single pane of glass, so I don't have to go to different windows. That's just a workflow consideration for me. It would be great to have all the information centralized into one particular data app. If I need to open up extra ones, I can, however, I would appreciate a future where everything I need is right there on one single pane of glass. Beyond that, there's really nothing else I see that I would want Microsoft to improve.

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Quotes from Members

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

Pros

"Best solution for avoiding security breaches, malware attacks, and other kinds of security issues."

"Stability is a primary factor, and then there's the ease of distribution and policy management; Cortex XDR by Palo Alto Networks is very easy to work with, and we're quite happy with them."

"We use Cortex XDR by Palo Alto Networks for its ability to detect based on behavior rather than simple virus scan to prevent malicious activities."

"The product's initial setup phase is very easy."

"It blocks malicious files. It prevents attacks. It doesn't require many updates, it's a very light application."

"The behavior-based detection feature is valuable."

"The tool is easy to use."

"It has a higher cost than other solutions, like CrowdStrike or Microsoft’s EDR tools, but it reduces the cost of our operations because it’s a new generation antivirus tool."

More Cortex XDR by Palo Alto Networks pros

"The solution's most valuable features are the graphical user interface and the reporting."

"I typically use the product for reducing cyber risk, and I can investigate attacks more quickly using machine learning tools."

"The solution's most valuable features are the graphical user interface and the reporting."

"LogRhythm UEBA’s best feature is the dashboard. It provides several graphs, charts, and event logs."

"The capability of pinpointing specific cyber incidents is a valuable feature for us."

"Overall, this is a really good product and I recommend it."

"It is easy to monitor users and that is how the solution is adding value to our firm."

"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."

More LogRhythm UEBA [EOL] pros

"It has great stability."

"If you are considering Microsoft Defender XDR, my advice is that if you are looking for an XDR tool, Microsoft Defender XDR is the easiest to use."

"The solution is well integrated with applications. It is easy to maintain and administer."

"For technical support, I would definitely give a rating of nine out of ten."

"Microsoft 365 Defender's most valuable feature is the ability to control the shadow IP."

"Microsoft Defender XDR has significantly improved our operational security."

"The unified view of the threat landscape on a central dashboard is the most valuable feature."

"The portal is quite user-friendly. There is integration with Office, Intune, and other products from the same portal. From there, we can see which policies are installed on a particular machine. We also can manage devices, groups, and tagging."

More Microsoft Defender XDR pros

Cons

"The downsides of Cortex XDR by Palo Alto Networks are that in many incidents, when I enter the causality chain, there are numerous logs."

"If he is using a smaller company, he can depend on some other tools because Cortex XDR by Palo Alto Networks is a bit expensive."

"The dashboard is the area that needs to improve so that we can have the ability to drill down without having to go elsewhere to verify results."

"As an improvement, I would like to see enhanced connection speeds."

"It tends to do 99.9% of things. The only thing I'd like is single sign-on authentication into their cloud platform so that my users can be properly authenticated against it."

"The solution should offer more dashboards and they should be better customized."

"Based on our experience so far, its implementation is quite complex."

"It would be better if they could educate the customers more. Some sort of seminars and roadshows will help educate the customers and show what the product can do."

More Cortex XDR by Palo Alto Networks 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."

"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."

"We're now exploring the cloud version but unfortunately we've found that they are lagging in that space."

"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."

"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 cloud version is lacking and not up to par."

More LogRhythm UEBA [EOL] cons

"The solution could enhance the threat Intelligence feature by making it more relevant to specific industries. Much of the threat intelligence information isn't directly applicable to our environment. It would be beneficial if the threat intelligence were tailored to the industry, such as healthcare or fintech, where the solution is being used."

"For Microsoft Defender XDR, there is currently no ability to reset passwords for on-premises accounts, which is a key challenge."

"The management features could be improved, particularly in terms of better integration with Intune, Microsoft's cloud-based management solution."

"The cost can be high if you want to build custom license packages. Another area for improvement is the policies. In Azure, we need to implement policies in JSON format, but in 365 Defender 365, it would be helpful to use a different format so we can customize the platform."

"Every now and then, Microsoft Defender XDR seems to go through and aggregates almost a week's worth of incidents and wraps them up, indicating a huge problem."

"I'd like to see a wider solution that includes not only desktop devices but also other devices, such as servers, storage cabinets, switching equipment, et cetera."

"When integrating Defender for Cloud Apps with apps on third-party cloud platforms like AWS or GCP, there are limitations on our ability to control user activities."

"The capability to not only thwart attacks but also to adapt to evolving threats is crucial."

More Microsoft Defender XDR cons

Pricing and Cost Advice

"Compared to CrowdStrike, Cortex XDR is an expensive solution."

"The pricing is a little high. It is per user per year."

"The solution is expensive. It's pricing is on a yearly-basis."

"I am using the Community edition."

"When we first bought it, it was a bit expensive, but it was worth it. The licensing was straightforward."

"The price of the solution is high for the license and in general."

"Cortex XDR’s pricing is very reasonable."

"We didn't have to pay any additional fee for the cloud instance. It just came with the renewal, which was nice."

More Cortex XDR by Palo Alto Networks pricing and cost advice

"It is quite a budget-friendly product."

"As LogRhythm UEBA is pretty expensive, I'd give its pricing a seven out of ten."

"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."

"Licensing is on a yearly basis. It's not expensive compared to its competitors."

"The pricing is nice when compared to other products in the industry."

"LogRhythm UEBA's pricing is affordable for small and medium businesses."

"I find the pricing to be quite competitive, especially considering its inclusion in our E5 subscription, which provides a comprehensive set of functionalities."

"On average, we pay around 55 euros per user for the services and features we receive."

"It can be complex to navigate since customers have varying licensing agreements across Microsoft. If they go straightforward with E5 for all users, it's simple, but combinations based on budget constraints can complicate things."

"Microsoft Defender XDR is included in our license."

"The solution is affordable, and we haven't been hit with any hidden costs. The subscription model is straightforward, and it's easy to understand how much additional features cost. If we need to cancel a license or feature, we do that well in advance to avoid being charged for it, but overall, the pricing and licensing are simple and easy."

"Microsoft purposely makes its license combinations complex and includes combinations like Microsoft 365 E3 and Microsoft 365 E5, Office 365 E3, Office 365 E5, and Office 365 E1, so you get confused. Microsoft tries to sell you a bundle of a lot of things together."

"Microsoft should provide lower-level licensing options. They should do it in such a way that even an individual could purchase a license, and it should be entirely flexible."

"Sometimes 365 Defender is expensive, but it can be moderate, depending on the organization's size and the license type. We're satisfied with the cost because it gives us a product that protects our entire environment with DLP. To compromise some cost, of course, we are to complete the most secure environment."

More Microsoft Defender XDR pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Construction Company

12%

Comms Service Provider

Manufacturing Company

Retailer

11%

Computer Software Company

11%

Financial Services Firm

Construction Company

Computer Software Company

11%

Financial Services Firm

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	45
Midsize Enterprise	21
Large Enterprise	48

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	4
Large Enterprise	4

By reviewers
Company Size	Count
Small Business	46
Midsize Enterprise	28
Large Enterprise	40

Questions from the Community

Cortex XDR by Palo Alto vs. Sentinel One

Cortex XDR by Palo Alto vs. SentinelOne SentinelOne offers very detailed specifics with regard to risks or attacks. ...

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Comparing CrowdStrike Falcon to Cortex XDR (Palo Alto)

Cortex XDR by Palo Alto vs. CrowdStrike Falcon Both Cortex XDR and Crowd Strike Falcon offer cloud-based solutions th...

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How is Cortex XDR compared with Microsoft Defender?

Microsoft Defender for Endpoint is a cloud-delivered endpoint security solution. The tool reduces the attack surface,...

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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 solut...

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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 learnin...

See all answers

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 Sp...

See all answers

What do you like most about Microsoft 365 Defender?

Microsoft Defender XDR provides strong identity protection with comprehensive insights into risky user behavior and p...

See all answers

What is your experience regarding pricing and costs for Microsoft 365 Defender?

My experience with the pricing, setup costs, and licensing of Microsoft Defender XDR is that we are on an E5 license,...

See all answers

What needs improvement with Microsoft 365 Defender?

From my perspective, Microsoft Defender XDR can be improved with better visibility in certain areas where I can trigg...

See all answers

Comparisons

Microsoft Defender for Endpoint vs Cortex XDR by Palo Alto Networks

Compared 9% of the time

SentinelOne Singularity Endpoint vs Cortex XDR by Palo Alto Networks

Compared 5% of the time

CrowdStrike Falcon vs Cortex XDR by Palo Alto Networks

Compared 4% of the time

Cortex XSIAM vs Cortex XDR by Palo Alto Networks

Compared 3% of the time

Confluera vs Cortex XDR by Palo Alto Networks

Compared 1% of the time

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Veriato User Activity Monitoring (UAM) vs LogRhythm UEBA [EOL]

Compared 6% of the time

Wazuh vs LogRhythm UEBA [EOL]

Compared 6% of the time

Darktrace vs LogRhythm UEBA [EOL]

Compared 5% of the time

Trellix Endpoint Security Platform vs LogRhythm UEBA [EOL]

Compared 5% of the time

More LogRhythm UEBA [EOL] Competitors

CrowdStrike Falcon vs Microsoft Defender XDR

Compared 10% of the time

Wazuh vs Microsoft Defender XDR

Compared 6% of the time

SentinelOne Singularity Endpoint vs Microsoft Defender XDR

Compared 4% of the time

Microsoft Defender for Cloud vs Microsoft Defender XDR

Compared 4% of the time

IBM Security QRadar vs Microsoft Defender XDR

Compared 2% of the time

More Microsoft Defender XDR Competitors

Product Reports

Buyer's Guide

Cortex XDR by Palo Alto Networks

May 2026

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Buyer's Guide

LogRhythm UEBA [EOL]

May 2026

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Buyer's Guide

Microsoft Defender XDR

April 2026

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Also Known As

Cyvera, Cortex XDR, Palo Alto Networks Traps

LogRhythm UserXDR, LogRhythm Enterprise UEBA

Microsoft 365 Defender, Microsoft Threat Protection, MS 365 Defender

Overview

Cortex XDR by Palo Alto Networks provides advanced threat detection with AI-driven endpoint protection and seamless integration, ensuring multi-layered security and automatic threat response.

Cortex XDR is designed to safeguard endpoints against malware and suspicious activities. It offers advanced threat detection and response capabilities using behavioral analysis, AI, and machine learning. It seamlessly integrates with security infrastructures, providing endpoint security, firewall integration, and enhanced visibility in both cloud-based and on-premises environments.

What are the key features of Cortex XDR?

Advanced Threat Detection: Uses AI and machine learning for proactive threat identification.
Multi-layered Security: Combines various security measures for comprehensive protection.
Endpoint Protection: Safeguards against malware and exploits.
Behavioral Analysis: Monitors suspicious activity for early detection.
Automatic Threat Response: Automates responses to neutralize threats.

What benefits should users expect?

Ease of Use: Simplifies security management with intuitive design.
Resource Efficiency: Minimizes impact on system resources.
Integration Capabilities: Works well with existing security setups.
Reduced Analyst Workload: Automates processes to decrease manual intervention.

Organizations in diverse sectors deploy Cortex XDR to protect against malware, leveraging its advanced threat detection capabilities. Its integration with existing security infrastructures appeals to those seeking comprehensive protection in both cloud and on-premises environments, providing enhanced visibility and threat intelligence.

Palo Alto Networks

LogRhythm UEBA [EOL] offers advanced threat detection with an intuitive interface, utilizing correlation, behavior analysis, and machine learning to monitor server threats and privileged accounts effectively.

LogRhythm UEBA [EOL] provides comprehensive user behavior analytics and threat hunting capabilities, making use of customizable dashboards, reporting tools, file and registry monitoring. CloudAI adds depth by identifying unknown activities, enhancing network visibility and cyber risk reduction through constant monitoring. Users in Sri Lanka find it valuable for network stability, while other users leverage it for improved user monitoring and quick attack investigation. Despite its strong features, enhancements in integration, pricing in Asia, and documentation could improve its adoption.

What are the key features of LogRhythm UEBA [EOL]?

Intuitive Graphical Interface: Provides a user-friendly experience tailored to cybersecurity needs.
Customizable Dashboards: Offers personalized monitoring views and reporting capabilities.
Effective Reporting Tools: Enhances incident analysis and decision-making with detailed insights.
Machine Learning: Identifies patterns in user behavior, detecting anomalies efficiently.
CloudAI: Detects unknown activities, improving threat identification accuracy.

What benefits can users expect from LogRhythm UEBA [EOL]?

Enhanced Threat Detection: Increases network safety through comprehensive monitoring.
Improved Network Visibility: Facilitates better management of cybersecurity resources.
Quick Attack Investigation: Reduces time to detect and respond to threats.
Cyber Risk Reduction: Employs machine learning to address potential security gaps proactively.

In the financial sector, LogRhythm UEBA [EOL] is implemented to monitor privileged accounts and identify suspicious transactions swiftly. Healthcare organizations use it to safeguard sensitive patient data through behavior analysis. Manufacturing firms apply it to protect intellectual property and ensure compliance with industry regulations. Across these industries, the adaptability and analytics of LogRhythm UEBA [EOL] offer a strategic approach to cybersecurity management.

Exabeam

Microsoft Defender XDR is a comprehensive security solution designed to protect against threats in the Microsoft 365 environment.

It offers robust security measures, comprehensive threat detection capabilities, and an efficient incident response system. With seamless integration with other Microsoft products and a user-friendly interface, it simplifies security management tasks.

Users have found it effective in detecting and preventing various types of attacks, such as phishing attempts, malware infections, and data breaches.

Watch the Microsoft demo video here: Microsoft Defender XDR demo video.

Microsoft

Sample Customers

CBI Health Group, University Honda, VakifBank

Information Not Available

Accenture, Deloitte, ExxonMobil, General Electric, IBM, Johnson & Johnson and many others.

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