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: February 2026).

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Extended Detection and Response (XDR)

February 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.

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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.

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

"Cortex is the best tool for endpoint detection, with playbooks that automate and gather endpoint logs, block malicious processes, and update incident tickets, showcasing end-to-end processes with automation in investigation and reducing the analysis workflow."

"But overall, when we speak about security and protection, they are one of the top providers."

"I have found the solution to be very easy in respect of the integration and configurable."

"The product's most valuable features are massive user and feature intelligence exploit detection."

"The stability of this product is very good."

"The solution's most valuable feature is its ability to rapidly detect certain hardware files."

"Automation and playbooks have helped me significantly, as Cortex Xnor's playbooks predefine the workflow of the automation, such as response processes, alert triggering, and enriching the context, efficiently detecting and blocking malicious attacks with firewalls while eliminating workload and speeding responses for next-generation operations."

"Since they've done their most recent update, the ease to isolate endpoints is valuable. If we find one where there is a virus on it, we can easily isolate it. We don't even have to contact the user. We don't have to manually take them off the network. We can easily isolate them."

More Cortex XDR by Palo Alto Networks 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."

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

"Good capability pinpointing specific cyber incidents."

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

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

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

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

More LogRhythm UEBA [EOL] pros

"Instead of an hour, it takes five or 10 minutes now; it's a lifesaver for me and keeps my clients from being threatened and attacked every day."

"Overall, the comprehensiveness of the threat protection is at 95 percent."

"The ability to hunt that IM data set or the identity data set at the same time is valuable. As incident response professionals, we are very used to EDRs and having device process registry telemetry, but a lot of times, we do not have that identity data right there with us, so we have to go search for it in some other silo. Being able to cross-correlate via both datasets at the same time is something that we can only do in Def"

"In Microsoft 365 vendor products, monitoring and connectivity across all Microsoft and third-party connectors enable viewing of all activity within those environments."

"I have found the ability to delete unwanted threats beneficial."

"The most valuable aspect is undoubtedly the exploration capability"

"The feature I find most valuable is Defender for Endpoint."

"The stability has been great."

More Microsoft Defender XDR pros

Cons

"Technology evolves every day, so it would be nice if it gets more secure. It can also have more integration with other platforms."

"It is not easy to sell Cortex XDR, not because it isn't a good tool."

"It is not a suitable solution if you are looking for a single product with multiple features such as DLP, encryption, rollback, etc."

"There are some default policies which sometimes affect our applications and cause them to run around. In the hotel industry, we use a different type of data versus Oracle and SQL. By default, there are some policies which stop us from running properly. Because of this, the support level is also not that strong. We have to wait to get a results."

"The setup is quite easy. We had appropriate support from the manager. One thing that was missing was the integration part."

"However, if you do not have Palo Alto in your environment, you are paying these additional services just for Cortex XDR by Palo Alto Networks, so it is not a cost-effective solution."

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

"There are a large number of false positives."

More Cortex XDR by Palo Alto Networks cons

"It should have better mitigation with other solutions and be tightly integrated with other solutions. It has to be improved."

"It would be helpful if there were more guidance provided for integrating with unsupported devices."

"The solution is very expensive. There are also costs beyond the standard licensing fee."

"The UI could be improved a little bit."

"In general, if something needs to be improved in the algorithm, it would be the dashboards."

"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."

"Better dashboarding. At the moment, the dashboard only has an hour."

More LogRhythm UEBA [EOL] cons

"The design of the user interface could use some work. Sometimes it's hard to find the exact information you need."

"There is no common area where we can manage all the policies for the EDR, third-party solutions, devices, servers, Windows, Mac, etc., but it's on the road map, and we ware waiting for that feature."

"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."

"Automated playbooks and automated dashboards would be preferable to the way the data is currently being presented."

"The only problem I find is that the use cases are built-in. There is no template available that you can modify according to your organization's standards. What they give is very generic, the market standard, but that might not be applicable to every organization."

"The licensing is a nightmare and has room for improvement."

"Defender also lacks automated detection and response. You need to resolve issues manually. You can manage multiple Microsoft security products from a single portal, and all your security recommendations are in one place. It's easy to understand and manage. However, I wouldn't say Defender is a single pane of glass. You still need to switch between all of the available Microsoft tools. You can see all the alerts in one panel, but you can't automate remediation."

"There's still some more work to be done there. Additionally, the limited terminal live access an analyst has is very restricted."

More Microsoft Defender XDR cons

Pricing and Cost Advice

"Our customers have expressed that the price is high."

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

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

"We pay about $50,000 USD per year for a bundle that includes Cortex XDR."

"The price is on the higher side, but it's okay."

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

"The pricing is okay, although direct support can be expensive."

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

More Cortex XDR by Palo Alto Networks pricing and cost advice

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

"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."

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

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

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

"The product is fairly priced for what we get from it."

"Licensing is somewhat confusing, particularly when presenting our pitch decks to stakeholders and leveraging key features in premium SKUs, but we managed with some assistance from Microsoft."

"While Microsoft Defender XDR carries a higher cost, its ease of use compared to Defender may justify the investment."

"Defender XDR is included in the E5 license, but it's a bit too expensive."

"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."

"There are no issues with pricing, but sometimes, the clarity in licensing is a concern."

"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."

More Microsoft Defender XDR pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

Manufacturing Company

Financial Services Firm

Comms Service Provider

Retailer

11%

Computer Software Company

11%

Financial Services Firm

Manufacturing Company

Computer Software Company

12%

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	44
Midsize Enterprise	20
Large Enterprise	47

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

By reviewers
Company Size	Count
Small Business	46
Midsize Enterprise	26
Large Enterprise	39

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...

See all answers

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 pricing, setup, costs, and licensing of Microsoft Defender XDR is tied to our E5 subscription, whi...

See all answers

What needs improvement with Microsoft 365 Defender?

I am not aware of a mobile app that would be available for my team. With a single analyst, if she is ever away, it wo...

See all answers

Comparisons

Microsoft Defender for Endpoint vs Cortex XDR by Palo Alto Networks

Compared 9% of the time

SentinelOne Singularity Complete vs Cortex XDR by Palo Alto Networks

Compared 6% 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 4% of the time

TrendAI Vision One vs Cortex XDR by Palo Alto Networks

Compared 2% of the time

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Wazuh vs LogRhythm UEBA [EOL]

Compared 10% of the time

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

Compared 8% of the time

Darktrace vs LogRhythm UEBA [EOL]

Compared 7% of the time

Microsoft Purview Insider Risk Management vs LogRhythm UEBA [EOL]

Compared 7% of the time

Trellix Endpoint Security Platform vs LogRhythm UEBA [EOL]

Compared 6% of the time

More LogRhythm UEBA [EOL] Competitors

CrowdStrike Falcon vs Microsoft Defender XDR

Compared 11% of the time

Wazuh vs Microsoft Defender XDR

Compared 7% of the time

Microsoft Defender for Cloud vs Microsoft Defender XDR

Compared 5% of the time

SentinelOne Singularity Complete vs Microsoft Defender XDR

Compared 4% of the time

Check Point Harmony Endpoint 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

March 2026

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Buyer's Guide

LogRhythm UEBA [EOL]

March 2026

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Buyer's Guide

Microsoft Defender XDR

March 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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February 2026

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