LogRhythm UEBA [EOL] vs Microsoft Defender XDR comparison

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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: September 2026).

Buyer's Guide

Extended Detection and Response (XDR)

September 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.

Read full review

reviewer2812758

Infosec at a government with 10,001+ employees

Integrated defenses have unified threat hunting, phishing simulations, and identity investigations

I appreciate Microsoft Defender XDR's MDE, Microsoft Defender tool, which has Attack Simulator. Instead of doing a phishing campaign and getting a separate tool, Microsoft Defender XDR does it all. These features of Microsoft Defender XDR have helped us conduct a phishing campaign quarterly, which has been beneficial. I also appreciate the fact that it has Defender for Office integrated, Defender for Identity, and everything integrated together. I would describe the process of using Microsoft Defender XDR to prioritize incidents in my security operations as quite decent. I appreciate the automatic alerting system where any incidents or alerts we receive come directly to our email. From there, we can open the email, go directly to Microsoft Defender XDR, and start our investigations and remediations. I perceive the integration of security and identity access management in Microsoft Defender XDR as affecting my identity protection strategies very well because it is well integrated with Purview, integrated well with Entra ID, and integrated well with Exchange. I especially appreciate MDO, the Office product. If anything happens and I want to conduct an investigation, it takes me directly to Exchange, where I can also investigate any emails or phishing incidents. Instead of going to different portals, everything can be done from Microsoft Defender XDR. If necessary for further investigation, Microsoft Defender XDR then directs me to that environment. I would assess the integration of AI in guiding security actions within Microsoft Defender XDR as quite positive. Recently, Security Copilot went big, and it is beneficial that I can use that, especially to write KQL. I can do threat hunting features and intelligence all within using Microsoft's Security Copilot. It also has a nice AI feature for threat hunting. I know that all the Defender logs go to Sentinel, and I can pull it up from Microsoft Defender XDR or from Sentinel. The fact that I can actually do all that within Microsoft Defender XDR is a nice feature. In the top module, I can do threat lookups, and I can actually type KQLs in Microsoft Defender XDR and look up incidents. Predictive shielding has had a nice impact on my proactive security measures. It is beneficial that it has, similar to Entra ID, a secure score. For me to improve the product, the secure score helps me out. If I rate it from highest to lowest, I can see what things I can improve. Secure score helps me see what areas I can improve in Microsoft Defender XDR to increase my score and bring it to 80 or more. Knowing Microsoft Defender XDR from using it since 2019, before COVID days, I know that they have improved significantly. It is much more user-friendly and has a very nice vulnerability feature that I find handy and useful. The fact that this feature integrates into Intune is also very decent.

Read full review

Quotes from Members

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

Pros

"The live terminal is probably the best thing ever. It gives you the access to get straight onto any machine."

"There has been a significant reduction of approximately 70% to 80% in our internal MTTR and MTTD metrics, now around five to eight minutes whereas previously it was hours, which has helped tremendously."

"I've found the solution to be highly scalable for enterprises."

"They have a new GUI which is just fantastic."

"Based on my experience with Cortex XDR by Palo Alto Networks, I highly recommend it due to its quick response to zero-day attacks and low utilization from end-user devices."

"I don't have to do much monitoring with it; I don't have to have anybody manually looking at this, it gives us reports, and it lets us know if something needs to be addressed, and we can easily address it."

"The information the dashboard provides is very clear."

"Cortex XDR by Palo Alto Networks has helped us a lot with securing the whole environment and the whole IT structure, giving us full knowledge of what is happening on the client and enabling us to take action right away from a single point for managing security operations on the hosts."

More Cortex XDR by Palo Alto Networks pros

"The most valuable features are file activity monitoring and registry activity monitoring."

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

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

"I definitely think that it's good at finding things automatically, versus trying to define it."

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

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

"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."

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

More LogRhythm UEBA [EOL] pros

"The product is very easy to use."

"Microsoft Sentinel enables you to ingest data from your entire ecosystem, investigate threats, and respond from one place, which has reduced our time to detection and time to response by about 20 percent."

"The feature I like the most in Microsoft Defender XDR is XDR because it has taken us a while, but we are a global company with people in a few countries, and now we can have centralized alerts that we send out to Teams messages and clean up infected computers or help people in a very short amount of time."

"Advanced hunting is good. I like that. We can drill down to lots of details."

"I like Defender XDR's reports and alerts. They give you updates about the latest hotfixes and zero-day vulnerabilities, which gives me all the information I need to maintain my servers."

"Among the most valuable features are the alert timeline, the alert story, which is pretty detailed. It gives us complete insight into what exactly happened on the endpoint. It doesn't just say, "Malware detected." It tells us what caused that malware to be detected and how it was detected. It gives us a complete timeline from beginning to end."

"It's a very scalable tool that can be used in a very small environment or in a very large environment. Everything can be managed from a simple dashboard and can be scaled up or down depending on the customer's environment."

"Defender XDR can stop advanced attacks, like ransomware or business email compromise."

More Microsoft Defender XDR pros

Cons

"It's not an ideal choice for smaller businesses, as you need a minimum of 200 endpoints to even use the solution at all."

"It's very time-consuming to log support issues and the people that answer the tickets aren't very knowledgeable."

"Data privacy is a matter of concern. You have to be careful with data privacy, it can be sensitive and Cortex can have most of your access."

"In reporting they should have a customizable dashboard due to the fact that C-level people don't like reporting to the IT department. They prefer to have a real-time dashboard. That kind of dashboard needs to have various customizations."

"Enhancing UI simplicity and playbook flexibility are areas that could benefit from more low-code automation options for smoother integrations."

"Product might have some bugs."

"They have the worst support, as a company, that I have ever worked with, as they are difficult to get a hold of and keep on the phone. They don't know what they are talking about when you get them on the phone. They don't like to respond to messages when you send them to them. They like to "research problems" for weeks on end, then pass you off to somebody else."

"If Palo Alto reduces the pricing slightly for their products, it would make them more scalable in markets such as India and globally for cybersecurity."

More Cortex XDR by Palo Alto Networks cons

"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 could be user-friendly for someone who doesn’t have any prior experience working with it."

"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 only problem is that the agents consume too much memory and system resources; the memory and resource consumption is high."

"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 search feature needs to be improved."

"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."

More LogRhythm UEBA [EOL] cons

"Microsoft frequently changes the names of its products, sometimes even renaming entire portals or features."

"Support is hit or miss. Microsoft wants you to buy premium support contracts. Though they call themselves professional support, it's almost like throwing questions into a black hole. You get an answer, but it's never helpful."

"The management and automation of the cloud apps have room for improvement."

"This solution could be improved if it included features such as those offered by Malwarebytes."

"Microsoft tends to provide too many features, which makes the solution prone to bugs."

"Microsoft could improve on threat hunting and build more on threat detection and handling. The cybersecurity and cloud security posture features are a bit lesser than standard security products."

"The documentation on their website is somewhat outdated and doesn't show properly. I wanted to try a query in Microsoft Defender 365. When I opened the related documentation from the security blog on the Microsoft website, the figures were not showing. It was difficult to understand the article without having the figures. The figures were there in the article, but they were not getting loaded, which made the article obsolete."

"Their support is bad. They weren't at all able to solve my problems."

More Microsoft Defender XDR cons

Pricing and Cost Advice

"I am using the Community edition."

"Traps pays for itself within the first 16 months of a three-year subscription. This is attributed to OPEX savings, as security teams spent less time trying to identify and isolate malware for analysis as a result of a reduction in malware incidents, false positives, and breach avoidance."

"In terms of the cost Cortex XDR by Palo Alto Networks is very expensive because we are a Mexican company and when you translate dollars to pesos the cost is very high. The solution is very expensive for Mexican companies. I understand that they have international prices, but I do not think it offsets the price enough for many companies in countries, such as Mexico. The amount it is reduced is not a massive percentage."

"I don't have any issues with the pricing. We are satisfied with the price."

"The pricing seems fair, and I do like the licensing model. You use wherever they are, and it is elastic."

"The price of the solution could be reduced. I have customers that have voiced that the solution is good for the value but if I want to sell more of the solution the price reduction would help."

"Cortex XDR's pricing is ok."

"It has reasonable pricing for the use cases it provides to the company."

More Cortex XDR by Palo Alto Networks 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."

"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."

"It is quite a budget-friendly product."

"Microsoft Defender XDR is included in our license."

"It is 15 dollars per server per month. It is worth it, but it can be costly. It depends on the company's size."

"365 Defender is billed per account. I don't know the exact price, but my supervisor told me that Microsoft Defender is cheaper than the alternatives. It's bundled, so you get all the features in one place."

"The most valuable licensing option is expensive, so pricing could be improved. Licensing options for this solution also need to be consolidated, because they frequently change."

"Defender plan 1 is tenant-wise, and Defender plan 2 is per-user, which makes it more expensive. To have certain features, you would need to purchase the E5 license. For all of the capabilities that the tool provides, the price, though it can be high, is fair."

"It is fairly priced because we get complete integrated services with the E5 license."

"While the standalone price of Defender XDR might seem high, its value becomes clear when considering the ease of implementation and smooth integration with our existing Microsoft infrastructure, especially when bundled with other Microsoft products."

"The solutions price is fair for what they offer."

More Microsoft Defender XDR pricing and cost advice

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Top Industries

By visitors reading reviews

Outsourcing Company

12%

Comms Service Provider

12%

Construction Company

11%

Manufacturing Company

Retailer

11%

Outsourcing Company

10%

Comms Service Provider

10%

Construction Company

10%

Financial Services Firm

Computer Software Company

Outsourcing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	47
Midsize Enterprise	21
Large Enterprise	55

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	41

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 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

What is your primary use case for Microsoft 365 Defender?

My main use cases for Microsoft Defender XDR are telemetry, advanced hunting, and the ability to perform host isolati...

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Comparisons

Microsoft Defender for Endpoint vs Cortex XDR by Palo Alto Networks

Compared 14% 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

Symantec Endpoint Security vs Cortex XDR by Palo Alto Networks

Compared 3% of the time

More Cortex XDR by Palo Alto Networks Competitors

IBM Security QRadar vs LogRhythm UEBA [EOL]

Compared 5% of the time

Darktrace vs LogRhythm UEBA [EOL]

Compared 5% of the time

Aruba IntroSpect vs LogRhythm UEBA [EOL]

Compared 4% of the time

Wazuh vs LogRhythm UEBA [EOL]

Compared 4% of the time

Vectra AI vs LogRhythm UEBA [EOL]

Compared 3% of the time

More LogRhythm UEBA [EOL] Competitors

CrowdStrike Falcon vs Microsoft Defender XDR

Compared 8% of the time

Wazuh vs Microsoft Defender XDR

Compared 5% 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

Huntress Managed EDR 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

September 2026

Download Cortex XDR by Palo Alto Networks product report

Buyer's Guide

LogRhythm UEBA [EOL]

September 2026

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Buyer's Guide

Microsoft Defender XDR

September 2026

Download Microsoft Defender XDR product report

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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September 2026

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