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) (25th), Network Traffic Analysis (NTA) (14th)

Vectra AI

Average Rating

8.6

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Intrusion Detection and Prevention Software (IDPS) (5th), Network Detection and Response (NDR) (2nd), Extended Detection and Response (XDR) (16th), Identity Threat Detection and Response (ITDR) (9th), 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 0.9%, up 0.9% compared to last year.
Vectra AI, on the other hand, focuses on Intrusion Detection and Prevention Software (IDPS), holds 8.0% mindshare, up 7.6% since last year.

User Entity Behavior Analytics (UEBA) Market Share Distribution
Product	Market Share (%)
Aruba IntroSpect	0.9%
Exabeam	9.9%
IBM Security QRadar	9.0%
Other	80.2%

User Entity Behavior Analytics (UEBA)

Intrusion Detection and Prevention Software (IDPS) Market Share Distribution
Product	Market Share (%)
Vectra AI	8.0%
Fortinet FortiGate	16.6%
Darktrace	13.8%
Other	61.599999999999994%

Intrusion Detection and Prevention Software (IDPS)

Featured Reviews

Marko Pirc

IP Network Engineer at a computer software company with 1,001-5,000 employees

Key features are roaming, application control and the firewall

We are partners of Aruba as well as sellers and customers. My job in the company is IP network engineer. The roaming is a feature that works very well. In addition, the application control and firewall features are very good. These are all important features and make the product a valuable one.…

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Mohammad Alkurdi

Owner at Fortibits

Innovative detection features enhance monitoring

The advantages of the integration are not entirely out-of-the-box. You have to do it manually. When I'm doing tier response, an out-of-the-box solution is not available. You need to have a Linux server, and from the Linux server, you must perform AI tasks, and there is a lot to be handled in the back end. This is a major consideration about them. The recall feature, if it can be placed in some areas instead of the cloud, and charged for, would be better. Recall the storage where you watch all the traffic, and you can recall it and try to analyze it in the back end. It’s cloud-based. If they offer it on-prem, it would be better. I think they have a solution, but I have never tested it, to be honest with you.

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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

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

"Roaming feature, application control and firewall features."

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

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

"Scalability wise, we have many sensors, and Vectra AI seems to handle them all very well."

"The initial setup was pretty straightforward."

"The UI is easy to use and when we send detection to everybody, they easily understand what we are asking at the time."

"One of the key advantages for us is we define a 24/7 service around it. We use far more of Vectra alerts than we do with our SIEM product because we understand that when we get an alert from Vectra we actually need to do something about it."

"One of the most valuable features of the platform is its ability to provide you with aggregated risk scores based on impact and certainty of threats being detected. This is both applied to individual and host detections. This is important because it enables us to use this platform to prioritize the most likely imminent threats. So, it reduces alert fatigue follow ups for security operation center analysts. It also provides us with an ability to prioritize limited resources."

"Vectra AI generates relevant information."

"One of the most valuable features is all the correlation that it does using AI and machine learning. An example would be alerting on a host and then alerting on other things, like abnormal behavior, that it has noticed coming from the same host. It's valuable because we're a very lean team."

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."

"I would like to see data processed onshore. Right now, the cloud components, like Office 365, must be processed on servers outside of Australia. I would like to see a future adoption of onshore processing."

"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."

"One thing which I have found where there could be improvement is with regard to the architecture, a little bit: how the brains and sensors function. It needs more flexibility with regard to the brain. If there were some flexibility in that regard, that would be helpful, because changing the mode of the brain is complex. In some cases, the change is permanent. You cannot revert it."

"Vectra Recall could be utilized much more, and I'm seeing some indications of that today with the investigative components. I use the Visualize feature to visualize components and dashboards a lot. I'm interested in new ways to build automated searches or having them leveraged already from Vectra."

"The solution's marketing is not good."

"The solution has not reduced the security analyst workload in our organization because we still need to SIEM. Unfortunately, while Vectra, for us, is a brilliant tool for network investigations, giving wonderful visibility, it doesn't go the whole way to replace our SIEM that is needed for compliance. So, I still have the same amount of alerting and logging that I did before. It gives us more defined ability to see incidents, but it doesn't give us enough information to satisfy a PCI or 27001 audit."

"I would like more integrations with IOCs and threats currently on the Internet. I would also like to know which threats are based on zero-day attacks, current botnets, etc. Therefore, I would like more information on external threats."

"The reporting from Cognito Detect is very limited and doesn't give you too many options. If I want to prepare a customized report on a particular host, even though I see the data, I have to manually prepare the report. The reporting features that are built into the tool are not very helpful."

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."

"Its cost is too much. It's an investment that we can afford. It's a lot, but it's worth it."

"It's relatively on the pricier side, but when compared to other solutions. It's not the most budget-friendly option, but it can be considered somewhat more cost-effective in comparison to other alternatives."

"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."

"The pricing is very good. It's less expensive than many of the tools out there."

"The solution's pricing was 50 percent lower than the other vendors shortlisted."

"At the time of purchase, we found the pricing acceptable. We had an urgency to get something in place because we had a minor breach that occurred at the tail end of 2016 to the beginning of 2017. This indicated we had a lack of ability to detect things on the network. Hence, why we moved quickly to get into the tool in place. We found things like Bitcoin mining and botnets which we closed quickly. In that regard, it was worth the money."

"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."

"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."

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

Computer Software Company

28%

Manufacturing Company

Media Company

Comms Service Provider

Financial Services Firm

11%

Computer Software Company

11%

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	27

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.

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Product Reports

User Entity Behavior Analytics (UEBA)

October 2025

Download Aruba IntroSpect product report

Download Vectra AI product report

September 2025

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 enhances security operations by pinpointing attack locations, correlating alerts, and providing in-depth visibility across attack lifecycles, ultimately prioritizing threats and improving incident responses.

Vectra AI integrates AI and machine learning to detect anomalies early and supports proactive threat response. Its features like risk scoring, alert correlation, and streamlined SOC efficiency are supplemented by integration with tools like Office 365. Users highlight integration, reporting, and customization challenges, alongside limitations in syslog data and false positive management. They seek enhancements in visualization, UI, TCP replay, endpoint visibility, and tool orchestration, with requests for improved documentation, licensing, and cloud processing innovation.

What are the key features of Vectra AI?

Attack Location Identification: Pinpoints specific locations of security breaches.
Alert Correlation: Combines multiple alerts into a single incident for efficiency.
Visibility Across Attack Lifecycle: Offers detailed insight through different attack stages.
Risk Scoring: Aggregates risk scores to prioritize imminent threats.
AI and Machine Learning: Detects anomalies early to aid in proactive threat response.
Integration with Office 365: Seamlessly consolidates data for enriched investigations.

What benefits should users look for?

Enhanced SOC Efficiency: Reduces alert fatigue and improves operational efficiency.
Threat Prioritization: Focuses on the most critical threats with risk scoring.
Proactive Threat Response: Early anomaly detection aids in swift response.
Operational Overhead Reduction: Seamless integration minimizes extra workload.
Compliance and Policy Support: Assists in adhering to policies and regulations.

In industries like finance, healthcare, and critical infrastructure, Vectra AI is crucial for threat detection and network monitoring. Entities use it for identifying anomalous behaviors and enhancing cybersecurity by responding to network activities and analyzing traffic for potential breaches. It operates on-premises and in hybrid cloud settings, enabling threat detection without endpoint agents and supporting compliance and policy enforcement.

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