Aruba IntroSpect vs Vectra AI comparison

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Aruba IntroSpect

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Executive Summary

We performed a comparison between Aruba IntroSpect and Vectra AI based on real PeerSpot user reviews.

Find out in this report how the two User Entity Behavior Analytics (UEBA) solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Aruba IntroSpect vs. Vectra AI Report (Updated: May 2024).

Aruba IntroSpect vs. Vectra AI

May 2024

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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

Aruba IntroSpect

Average Rating

8.6

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

User Entity Behavior Analytics (UEBA) (27th), Network Traffic Analysis (NTA) (14th)

Vectra AI

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Intrusion Detection and Prevention Software (IDPS) (4th), Network Detection and Response (NDR) (2nd), Extended Detection and Response (XDR) (15th), Identity Threat Detection and Response (ITDR) (11th), AI-Powered Cybersecurity Platforms (6th)

Mindshare comparison

While both are Security Software solutions, they serve different purposes. Aruba IntroSpect is designed for User Entity Behavior Analytics (UEBA) and holds a mindshare of 1.2%, up 0.8% compared to last year.
Vectra AI, on the other hand, focuses on Network Detection and Response (NDR), holds 12.6% mindshare, down 16.8% since last year.

User Entity Behavior Analytics (UEBA) Market Share Distribution
Product	Market Share (%)
Aruba IntroSpect	1.2%
Exabeam	8.3%
IBM Security QRadar	6.5%
Other	84.0%

User Entity Behavior Analytics (UEBA)

Network Detection and Response (NDR) Market Share Distribution
Product	Market Share (%)
Vectra AI	12.6%
Darktrace	16.8%
ExtraHop Reveal(x)	6.8%
Other	63.800000000000004%

Network Detection and Response (NDR)

Featured Reviews

reviewer1283820

Systems Engineer at a tech services company with 10,001+ employees

Good reporting and analysis that alerts with abnormal behavior, but the dashboard could be simplified

This solution is scalable and it's based on licenses. It can be scaled at any time. Initially, you are starting with 50 to 100 users. After testing, you advance to several users who can do the reporting and analysis. In our company, we have approximately 200 users. This solution is being used extensively, it's always running.

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RahulReddy

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.

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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

"The most valuable feature is the end-user monitoring. If there is any abnormal behavior on the machine, the administrator will be alerted."

"Roaming feature, application control and firewall features."

"I haven't heard of any issues with stability."

"The most useful feature is the anomaly detection because it's not signature-based. It picks up the initial part of any attack, like the recon and those aspects of the kill chain, very well."

"Vectra AI can bring the ability to detect intrusion on the network more so than legacy IDS tools."

"It's important for us that the user interface is easy to understand and that is the biggest benefit we see from Vectra AI."

"The automatic filtering that they provide is valuable. The logic inside that makes some detections instead of us is very useful. We are confident that if we are just looking into it and there is nothing, nothing could happen."

"Some valuable features of Vectra AI are that it is very intuitive and that there are only a small amount of false positives. Therefore, it's an effective solution."

"It's easy to manage, and I love the UX. It's very well designed. When we are looking for something, it's quite easy to find it."

"The initial setup was pretty straightforward."

"Our company used Vectra AI to detect the malicious threats and viruses before they could cause more damage, and we successfully stopped the threats."

More Vectra AI pros

Cons

"Technical support is a little slow."

"The packet analyzer needs improvement."

"I would like to see improvements made to the dashboard, where you can get the information with a simple click."

"If you hit a certain number of rules, triage filters, or groups, the UX responds more slowly. However, we have a complex network and a lot of rules. So, our setup might not be a typical implementation example. We even had UX engineers onsite, and they looked at issues, improvements, and user feedback. Since then, it has gotten a lot better, they even built in features that we specifically requested for our company."

"Neither Vectra nor Darktrace have a function like a status health check on my log sources and traffic sources."

"Vectra is still limited to packet management. It's only monitoring packet exchanges. While it can see a lot of things, it can't see everything, depending on where it's deployed. It has its limits and that's why I still have my SIEM."

"A blind spot that I have is around the ease with which you can automate threat intervention."

"One area where there's room for improvement is the absence of a comprehensive TCP recording and replay feature."

"Vectra AI could be improved by focusing on all threat types, not only malicious threats or virus threats."

"The advantages of the integration are not entirely out-of-the-box. You have to do it manually."

"I'd like to be able to get granular reports and to be able to output them into formats that are customizable and more useful. The reporting GUI is lacking."

More Vectra AI cons

Pricing and Cost Advice

"The license is based on the number of users. The evaluation license is free, you can download it from the website and try it out first."

"We are running at about 90,000 pounds per year. The solution is a licensed cost. The hardware that they gave us was pretty much next to nothing. It is the license that we're paying for."

"There are additional features that can be purchased in addition to the standard licensing fee, such as Cognito Recall and Stream."

"The solution is low-cost and affordable."

"Cost is a big factor, as always. However, I think we have a very good price–performance ratio."

"Vectra's pricing is too high. All schools will not be able to afford it. Vectra will only end up targeting higher education and higher value independence purely because of the price. A lot of schools would love to have a product like Vectra AI, but they simply can't because they struggle to even pay the high E5 licensing from Microsoft. When you're up against that, Vectra AI is never going to be within the sector's price range."

"From a licensing perspective, the Vectra detect platform is pretty doable. Also, the hardware prices are nothing that we're not used to. The stream part is a little overpriced compared to the detect part. The reason is that you need to stream data to detect events anyway, so the data is in there. The only thing that's not available is the UI to be able to look at the stream data, which is also on the appliances but is just not activated. That's mainly the thing that we want to improve on."

"The licensing is on an annual basis."

"From a pricing perspective, they are very commercially competitive. From a licensing perspective, just be conscious that some of their future cloud solutions come with additional subscriptions. Also, if you're outside of the US, you will get charged freight for the device back to your country."

More Vectra AI pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which User Entity Behavior Analytics (UEBA) solutions are best for your needs.

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

11%

Computer Software Company

Manufacturing Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	10
Large Enterprise	29

Questions from the Community

What is your experience regarding pricing and costs for Aruba IntroSpect?

Aruba Introspect has two licenses - advanced and standard. While we found the price of the advanced license to be a bit high, the standard license is reasonably priced and costs less than half the ...

What is the biggest difference between Corelight and Vectra AI?

The two platforms take a fundamentally different approach to NDR. Corelight is limited to use cases that require the eventual forwarding of events and parsed data logs to a security team’s SIEM or ...

What do you like most about Vectra AI?

The solution is currently used as a central threat detection and response system.

What is your experience regarding pricing and costs for Vectra AI?

It is very acceptable when you compare it with Darktrace, for example.

Arista NDR vs Aruba IntroSpect

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Compared 22% of the time

ExtraHop Reveal(x) vs Vectra AI

Compared 7% of the time

Corelight vs Vectra AI

Compared 5% of the time

Cisco Secure Network Analytics vs Vectra AI

Compared 4% of the time

Fortinet FortiNDR vs Vectra AI

Compared 4% of the time

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Product Reports

User Entity Behavior Analytics (UEBA)

January 2026

Download Aruba IntroSpect product report

Download Vectra AI product report

January 2026

Also Known As

IntroSpect

Vectra Networks, Vectra AI NDR

Overview

Aruba IntroSpect is a User Behavior Analytics (UEBA) tool that uses supervised and unsupervised machine learning to automatically baseline user and device behavior while actively looking for anomalous activity that may indicate a threat. The solution detects compromised users’ systems by identifying changes in typical IT access and usage. By accelerating alert prioritization, incident investigation, and threat-hunting efforts, Aruba IntroSpect can automate the detection of attacks and risky behaviors. In addition, the solution allows security teams to stay ahead of malicious activity and also insecure or negligent users, so they can manage threats before they become damaging. Aruba IntroSpect is suitable for IT organizations of every size and enables businesses to easily and rapidly scale machine-learned behavior detection from small projects to full enterprise deployments.

Aruba IntroSpect can detect:

Account abuse
Account takeover
Command and control
Data exfiltration
Lateral movement
Password sharing
Privilege escalation
Flight risk
Phishing
Ransomware

Aruba IntroSpect Deployment Options

On-premise VM or appliance for Packet Processor
AWS or on-premise deployment for Analyzer

Aruba IntroSpect Data Sources

The IntroSpect platform can process data sources, including:

VPN, FW, IPS/IDS, web proxy, email logs
NTA sources: Packets and NetFlow
DNS logs
Active Directory logs
DHCP logs
External threat feeds
Alerts from third-party security infrastructure

Aruba IntroSpect Features

Aruba IntroSpect has many valuable key features. Some of the most useful ones include:

Advanced analytics
100+ supervised and unsupervised machine learning models
Continuously updated risk scoring
Accelerated investigations
Packets
Flows
Logs and alerts
Enterprise scale
Spark/Hadoop platform

Aruba IntroSpect Benefits

There are many benefits to implementing Aruba IntroSpect. Some of the biggest advantages the solution offers include:

Fast deployment: Besides having different options for deployment (on-prem or cloud), the solution offers a standalone or integrated platform. For fast deployment, users can ingest data natively or from SIEM, log management, or a packet broker.

Efficient: The Aruba IntroSpect solution reduces the time and effort that is required to understand, diagnose, and respond to an attack.

Deep insights: Security teams can triage better, make more informed decisions, and respond before damage occurs.

Machine learning-based analytics: The solution builds baselines for normal behavior of both individual entities and groups by continuously monitoring IT activities.

Comprehensive security profile: When users implement Aruba IntroSpect, they gain access to a security profile with continuous risk scoring and enriched security information.

Automatic risk profiles: Aruba IntroSpect automatically creates a risk profile for every user, system, and IoT device connected to the network, saving users an additional step.

Proactive threat hunting: Through its query interface, Aruba IntroSpect proactively spots threats without the overhead of finding, searching, and summarizing isolated data stores.

Prioritize security risks: Risk scores are based on machine learning that can account for key factors like the order and time of incidents across various attack stages as well as time since detection and business context. Accurate, normalized scores mean security analysts can confidently prioritize their efforts.

Instant visibility: When using the solution, users get instant visibility to high-risk activity. Aruba IntroSpect provides access to complete investigative records.

Hewlett Packard Enterprise

Vectra AI offers advanced hybrid network and identity security, detecting threats traditional tools miss. It uses AI to identify lateral attacks and credential misuse, providing a proactive defense for enterprises.

Vectra AI enhances security by using AI-driven detection across network, cloud, and identity layers, surpassing EDR and SIEMs by offering real-time threat detection. It ensures continuous observability and automates SOC workflows to minimize manual efforts, creating an efficient security environment. Its AI-powered approach significantly reduces noise, focusing on true threats, and provides insights into complex threat landscapes, with seamless integration into environments like EDR and Office 365.

What are Vectra AI's key features?

AI-driven detection: Identifies lateral movement and credential misuse across networks.
Continuous observability: Monitors data centers, cloud, SaaS, and OT environments.
SOC automation: Reduces manual processes, lowering analyst fatigue.
Attack Signal Intelligence: Filters noise to deliver relevant alerts quickly.
Network visibility: Provides insight into encrypted traffic and unmanaged assets.

What benefits should users expect?

Improved threat detection: Faster identification of potential threats.
Efficiency in response: Automated processes free resources for high-impact tasks.
Reduced alert fatigue: Intelligent alerts reduce false positives.
Operational integration: Works seamlessly with existing platforms and tools.

Vectra AI is utilized across industries for comprehensive network and anomaly detection. Organizations deploy it for threat hunting and incident response, monitoring both on-premises and cloud activities. By placing sensors across sites, they optimize security practices and streamline their detection processes.

Sample Customers

Sage Hotel, Centara Hotels and Resorts, Asda, The Dolder Grand,

Tribune Media Group, Barry University, Aruba Networks, Good Technology, Riverbed, Santa Clara University, Securities Exchange, Tri-State Generation and Transmission Association