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LogRhythm UEBA [EOL] vs Vectra AI comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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...
Sponsored
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
112
Ranking in other categories
Endpoint Protection Platform (EPP) (4th), Endpoint Detection and Response (EDR) (6th), Extended Detection and Response (XDR) (4th), Ransomware Protection (2nd), AI-Powered Cybersecurity Platforms (1st)
LogRhythm UEBA [EOL]
Average Rating
7.2
Reviews Sentiment
6.5
Number of Reviews
12
Ranking in other categories
No ranking in other categories
Vectra AI
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
48
Ranking in other categories
Intrusion Detection and Prevention Software (IDPS) (5th), Network Detection and Response (NDR) (3rd), Extended Detection and Response (XDR) (20th), Identity Threat Detection and Response (ITDR) (11th), AI-Powered Cybersecurity Platforms (10th)
 

Featured Reviews

ABHISHEK_SINGH - PeerSpot reviewer
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.
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.
RR
Consultant at a retailer with 5,001-10,000 employees
Threat detection has improved and malicious emails are now identified quickly
Vectra AI offers artificial intelligence capabilities with visibility that can be integrated into our day-to-day operations and other tools, including malware detection tools and cyber threat tools. Vectra AI has positively impacted my organization. Last year while using it, we received many malicious email threats and virus incidents, including a trojan virus that had reportedly been deployed by someone. Our company used Vectra AI to detect the malicious threats and viruses before they could cause more damage, and we successfully stopped the threats. Using Vectra AI, I notice that server downtime has decreased significantly. We now experience only two to three hours of downtime, whereas without Vectra AI and other tools, our downtime would exceed 48 to 72 hours.

Quotes from Members

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

Pros

"Overall, it's a great platform; it integrates very well with other solutions from Palo Alto and also with our vendors, the ease of use is excellent, I love the root cause analysis from Cortex, which is amazing, and in a few clicks you can have the full root cause."
"The live terminal is probably the best thing ever. It gives you the access to get straight onto any machine."
"Its interface and pricing are most valuable, and it is better than other vendors in terms of security."
"Cortex XDR by Palo Alto Networks's ability to block sophisticated threats in real time is quite good and is on par with SentinelOne's."
"I have found the solution to be very easy in respect of the integration and configurable."
"The solution's most valuable feature is the user interface."
"The product's most valuable features are massive user and feature intelligence exploit detection."
"If the user leaves our premises or network, Palo Alto Traps will still be on that endpoint and will still apply our policies."
"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’s best feature is the dashboard. It provides several graphs, charts, and event logs."
"I typically use the product for reducing cyber risk, and I can investigate attacks more quickly using machine learning tools."
"It has a lot of features. It has file integration monitoring."
"The solution's most valuable features are the graphical user interface and the reporting."
"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."
"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 tool's most valuable feature is server threat hunting."
"It keeps up with the network traffic, which is a good thing. It provides more context to plain alerts compared to using an older system. So, it helps an analyst reduce the information overload."
"The core product provides excellent visibility, but my favorite feature is Vectra Recall."
"The solution is currently used as a central threat detection and response system."
"It is doing some artificial intelligence. If it sees a server doing a lot of things, then it will assume that is normal. So, it is looking for anomalous behavior, things that are out of context which helps us reduce time. Therefore, we don't have to look in all the logs. We just wait for Vectra to say, "This one is behaving strange," then we can investigate that part."
"Vectra is very compatible with various cloud providers, such as Amazon and Azure AD. This is helpful as customers often migrate their network infrastructure to the cloud."
"The fact that we get the visualization of what's happening on our network, which is a way of improving our security in-depth is most valuable."
"Vectra AI helped our team be more productive and save time. We have less work thanks to it."
"Scalability wise, we have many sensors, and Vectra AI seems to handle them all very well."
 

Cons

"Basically, they don't provide customer support tools just to investigate the logs."
"Whenever the tool releases a new version when deploying the product across the organization, I feel like there are some disturbances in the CPU usage after upgrading the tool to the latest version."
"Being able to filter the events to see those that are related to the actual alert would save time spent by the engineer."
"I feel that it should not be a licensed activity because a feature should allow us to see applications running on end devices."
"The deployment is pretty hard."
"If you compare it to SentinelOne, which has more functionalities and detection capabilities on an open platform, the pricing on SentinelOne is far more reasonable and cheaper than Cortex XDR by Palo Alto Networks."
"Palo Alto Networks Cortex XDR does not detect malicious activity like in other anti-virus solutions like Trend Micro and Windows with Cisco."
"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."
"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 cloud version is lacking and not up to par."
"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 product could be user-friendly for someone who doesn’t have any prior experience working with it."
"The UI could be improved a little bit."
"The solution is very expensive. There are also costs beyond the standard licensing fee."
"The search feature needs to be improved."
"We're now exploring the cloud version but unfortunately we've found that they are lagging in that space."
"We would like to see more information with the syslogs. The syslogs that they send to our SIEM are a bit short compared to what you can see. It would be helpful if they send us more data that we can incorporate into our SIEM, then can correlate with other events."
"ExtraHop has better features that seem more advantageous when compared to Vectra."
"If you hit a certain number of rules, triage filters, or groups, the UX responds more slowly."
"Other alternatives, like Darktrace, have a fancier UI."
"For S&D account scans, it would be easier if Vectra AI could triage with users. If a client uses a lot of accounts, then it could indicate that these accounts are benign, for example. That would help a lot."
"The solution has not reduced the security analyst workload in our organization because we still need to SIEM."
"Vectra AI could be improved by focusing on all threat types, not only malicious threats or virus threats."
"Some of their integrations with other sources of data, like external threat feeds, took a bit more work than I had hoped to get integrated."
 

Pricing and Cost Advice

"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."
"We didn't have to pay any additional fee for the cloud instance. It just came with the renewal, which was nice."
"The return on investment is from the user side because we have seen the performance of it increase the delivery time of the product if we are using too many web-based and on-premise applications. In indirect ways, we saw the return of investment in terms of performance and user satisfaction increase."
"The price of the product is not very economical."
"I am using the Community edition."
"Our customers have expressed that the price is high."
"The price is on the higher side, but it's okay."
"It has a yearly renewal."
"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."
"LogRhythm UEBA's pricing is affordable for small and medium businesses."
"It is quite a budget-friendly product."
"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."
"The pricing is nice when compared to other products in the industry."
"Vectra's licensing model could scale to our research network, which has multiple, 100-gigabit links."
"Vectra AI's pricing is cheaper than that of Darktrace."
"Their licensing model is antiquated. I'm not a fan of their licensing model. We have to pay for licensing based on four different things. You have to pay based on the number of unique IPs, the number of logs that we send through Recall and Stream, and the size of our environment. They need to simplify their licensing down to just one thing. It should be based on the amount of data, the number of devices, or something else, but there should be just one thing for everything. That's what they need to base their licensing on. Cost-wise, they're not cheap. They were definitely the most expensive option, but you get what you pay for. They're not the cheapest option."
"My company pays for the Vectra AI licensing fee yearly. I know the figure because my company recently renewed the license, and it's okay, at least for the financial sector."
"The license is based on the concurrent IP addresses that it's investigating. We have 9,800 to 10,000 IP addresses."
"Cost is a big factor, as always. However, I think we have a very good price–performance ratio."
"The pricing and licensing are quite straightforward because they're based on the IP licenses. As a result, they are easy to count."
"Vectra is a bit on the higher side in terms of price, but they have always been transparent. The reason that they are this good is that they invest, so they need to charge accordingly."
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Top Industries

By visitors reading reviews
Construction Company
12%
Financial Services Firm
11%
Manufacturing Company
10%
Comms Service Provider
9%
Retailer
10%
Construction Company
10%
Computer Software Company
10%
Financial Services Firm
8%
Financial Services Firm
10%
Manufacturing Company
10%
Computer Software Company
9%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business46
Midsize Enterprise20
Large Enterprise52
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise4
Large Enterprise4
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise10
Large Enterprise29
 

Questions from the Community

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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...
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,...
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...
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...
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...
What is your experience regarding pricing and costs for Vectra AI?
I find the pricing of Vectra AI to be one of the best we have seen as feedback from customers and partners indicates ...
What needs improvement with Vectra AI?
I think one area that could be improved about Vectra AI is their marketing. One of the aspects that Darktrace excels ...
What is your primary use case for Vectra AI?
I primarily use Vectra AI for customers, and I only provide Vectra AI.
 

Also Known As

Cyvera, Cortex XDR, Palo Alto Networks Traps
LogRhythm UserXDR, LogRhythm Enterprise UEBA
Vectra Networks, Vectra AI NDR
 

Overview

 

Sample Customers

CBI Health Group, University Honda, VakifBank
Information Not Available
Tribune Media Group, Barry University, Aruba Networks, Good Technology, Riverbed, Santa Clara University, Securities Exchange, Tri-State Generation and Transmission Association
Find out what your peers are saying about CrowdStrike, SentinelOne, TrendAI and others in Extended Detection and Response (XDR). Updated: June 2026.
900,644 professionals have used our research since 2012.