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) (24th), Network Traffic Analysis (NTA) (13th)

Vectra AI

Average Rating

8.6

Reviews Sentiment

7.1

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) (14th), Identity Threat Detection and Response (ITDR) (10th), 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 0.8%, down 1.3% compared to last year.
Vectra AI, on the other hand, focuses on Intrusion Detection and Prevention Software (IDPS), holds 11.2% mindshare, up 10.7% since last year.

User Entity Behavior Analytics (UEBA)

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

"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."

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

"The packet-capturing feature is very useful."

"The biggest feature for us, because we are heavy Microsoft users, is its integration with Office 365. On top of Vectra AI, we use all of the Microsoft security platforms, such as Defender ATP and Sentinel. Having full integration and a central platform to look at all of the threats that are coming through from the different platforms is a huge benefit for us."

"It gives you access, with Recall, to instant visibility into your network through something like a SIEM solution. For us, being able to correlate all of this network data without having to manage it, has provided immediate value. It gives us the ability to really work on the stuff where I and my team have expertise, instead of having to manage a SIEM solution..."

"Most of their use cases, including deployment, are managed by the tool itself, requiring less manual input from our team."

"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."

"It has reduced the time it takes to respond to attacks. That comes back to the proactive point. It makes us able to lower down in the kill chain, we can react now, rather than reacting to incidents that happened, we can see an instant, in some cases, as it's being implemented, or as it's being launched."

"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."

"The administrative privilege detection feature is the most valuable feature. The admin accounts are often highly accessible to the high-risk component of the environment. If those accounts are compromised or are being used in a suspicious manner, that's high-fidelity events for us to look into."

More Vectra AI pros

Cons

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

"Technical support is a little slow."

"The packet analyzer needs improvement."

"The solution's marketing is not good."

"One of the things I am not so happy about when it comes to Vectra is the scoring board."

"In education as a sector, we are looking at AI a lot in terms of how it can be used as part of the teaching and learning side of things. It would be great to have Vectra AI look at a better way to enhance the security posture related to the AI tools in our portfolio."

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

"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."

"The solution needs to become more proactive. When Vectra AI is the primary solution in an environment - like it is in our case - you must work on response time. We have a small team so response time at endpoint level is vital."

"They use a proprietary logging format that is probably 90% similar to Bro Logs. Their biggest area of improvement is finishing out the remaining 10%. That 10% might not be beneficial to their ML engine, but that's fine. The industry standard is Zeek Logs or Bro Logs, or Bro or Zeek, depending on how old you are. While they have 90% of those fields, they're still missing some fields. In very rare instances, some community rules do not have the fields that they need, and we had to modify community rules for our logs. So, their biggest area of improvement would be to just finish their matching of the Zeek standard."

"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."

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."

"The license is based on the concurrent IP addresses that it's investigating. We have 9,800 to 10,000 IP addresses."

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

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

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

"Vectra AI's pricing is cheaper than that of Darktrace."

"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."

"The pricing and licensing are quite straightforward because they're based on the IP licenses. As a result, they are easy to count."

More Vectra AI pricing and cost advice

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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

19%

Financial Services Firm

10%

Retailer

Media Company

Financial Services Firm

14%

Computer Software Company

12%

Manufacturing Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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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Comparisons

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Compared 24% of the time

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Compared 30% of the time

ExtraHop Reveal(x) vs Vectra AI

Compared 11% of the time

Corelight vs Vectra AI

Compared 7% of the time

Cisco Secure Network Analytics vs Vectra AI

Compared 5% of the time

Arista NDR vs Vectra AI

Compared 5% of the time

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Product Reports

User Entity Behavior Analytics (UEBA)

June 2025

Download Aruba IntroSpect product report

Download Vectra AI product report

June 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 is used for detecting network anomalies and potential malicious activities, providing visibility into network traffic and enhancing threat detection across environments.

Organizations deploy Vectra AI mainly on-premises with additional cloud components. It helps with compliance, incident response, security monitoring, detecting insider threats, and correlating network events. Vectra AI captures and enriches network metadata, provides detailed dashboards, reduces false positives, and supports cross-environment behavioral analysis to enhance threat detection and prioritization. While valued for its high accuracy and alert aggregation, it has room for improvement in UI/UX, packet management, and integration with SIEMs and other tools. It is noted for expensive pricing and limited proactive threat response features.

What are Vectra AI's most valuable features?

High accuracy in identifying threat locations
Aggregation of alerts into single incidents
24/7 threat detection
Visibility into the entire attack lifecycle
Risk score aggregation
Effective triaging of alerts
Integration with other tools

What benefits or ROI should users look for?

Enhanced threat detection and prioritization
Comprehensive network visibility
Reduction in false positives
Better incident response capabilities
Improved compliance monitoring

In specific industries, Vectra AI is deployed to monitor complex networks and alleviate challenges in threat detection. It is particularly effective in sectors requiring stringent compliance and security measures, offering insights and capabilities crucial for protecting sensitive data and maintaining operational integrity.

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