Singularity Platform vs Vectra AI comparison

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Singularity Platform

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Executive Summary

We performed a comparison between Singularity Platform and Vectra AI based on real PeerSpot user reviews.

Find out in this report how the two AI-Powered Cybersecurity Platforms solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Singularity Platform vs. Vectra AI Report (Updated: December 2025).

Singularity Platform vs. Vectra AI

December 2025

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Helped 881,082 peers since 2012

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

Singularity Platform

Ranking in AI-Powered Cybersecurity Platforms

12th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Security Information and Event Management (SIEM) (38th)

Vectra AI

Ranking in AI-Powered Cybersecurity Platforms

6th

Average Rating

8.6

Reviews Sentiment

7.0

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) (11th)

Mindshare comparison

As of January 2026, in the AI-Powered Cybersecurity Platforms category, the mindshare of Singularity Platform is 0.5%, up from 0.1% compared to the previous year. The mindshare of Vectra AI is 9.8%, down from 11.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI-Powered Cybersecurity Platforms Market Share Distribution
Product	Market Share (%)
Vectra AI	9.8%
Singularity Platform	0.5%
Other	89.7%

AI-Powered Cybersecurity Platforms

Featured Reviews

GANESAN K

Senior Technical Engineer at Safezone Secure Solutions Private Limited

Helps identify vulnerabilities, recover from attacks swiftly, and unify security management from a single console

Singularity Platform has an easy-to-use console. When it comes to customization, it has some options, but I wouldn't say it is very customizable. If you are asking if this is fully customizable, I would say it is partially customizable, not fully customizable. In some places, I can understand from a security background that they have kept those features considering security. However, it lacks customization and could enable much more than that. Even though Singularity Platform has multiple integrations with multiple solutions, it still needs more because competitive vendors such as CrowdStrike and Trend Micro provide more integrations than SentinelOne. The first thing I would say about the negative side of Singularity Platform is that it lacks some customization and integrations compared to competitors. We can integrate Fortinet and Palo Alto, which are big players, but there are many other small companies. Even Zoho is a significant player in our market, but there are no integrations for Zoho.

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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 main benefits the end-user gets from Singularity Platform are, first, the program itself being very small, and then we get better output from applications running on their systems."

"Singularity Platform allows us to have one single view of potential threats and the health of our environment, helping us optimize operational efficiency."

"Singularity Platform's real-time personalization feature has helped our customer experience strategies by allowing us to have different workspaces where we have custom views, and depending on the use case because we have many products that use Singularity Platform, they interact with the UI in different ways, producing different elements and giving us tailored views for different products."

"During the time of attacks, if there is any data loss, we were able to easily roll back those attacks and retrieve that data for the client with a single click."

"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."

"One of the things that we didn't expect to happen was that our network team also jumped on it faster than we thought. In most cases, if it's a security tool that's working on the network part, they can also use it to find out certain flaws that have been in the system. Certain flaws, related to some legacy stuff, were already there for quite a few years, which they couldn't explain at first, but we could explain them based on the timing of certain things."

"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."

"Cognito Streams gives you a detailed view of what happens in the network in the form of rich metadata. It is just a super easy way to capture network traffic for important protocols, giving us an advantage. This is very helpful on a day-to-day basis."

"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."

"Using this tool for automation has provided more benefits to our processes."

"The initial setup was pretty straightforward."

"Attack Signal Intelligence helped reduce irrelevant alerts by 80% to 90%, with metrics showing a 100-plus reduction in investigation workloads and roughly saving about 55,000 hours of investigation time."

More Vectra AI pros

Cons

"The dashboards can be improved, and their dashboarding functionality needs to be better. The way the dashboards look is not really impactful or meaningful."

"In my opinion, the real-time monitoring capabilities in Singularity Platform sometimes work and sometimes they don't, because there are a lot of false positives and people use unsigned applications which get deleted or quarantined by the product."

"Sometimes, these customized solutions our developers develop also get flagged in real time, and the processes get stopped and are blocked, and we have to whitelist the processes."

"The first thing I would say about the negative side of Singularity Platform is that it lacks some customization and integrations compared to competitors."

"One of the things that we are missing a bit is the capability to add our own rules to it. At the moment, the tech engine does its thing, but we have some cool ideas to make additional rules. There should be an option in the platform to add custom rules, or there should be some kind of user group where we can suggest them for the roadmap and see if they get evaluated and get transparent communication on whether they will be implemented in the product or not."

"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. 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."

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

"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."

"We had another product with Vectra AI and used the MDR solution as an add-on. Initially, it wasn't fully appropriately configured, so we didn't get the expected results. Even once configured correctly, we weren't fully satisfied with its response. The issue was both with their service response and the product's capabilities."

"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."

"I would like to see a bit more strategic metrics instead of technical data. Information that I could show to my executive management team or board would be valuable."

More Vectra AI cons

Pricing and Cost Advice

Information not available

"We have a desire to increase our use. However, it all comes down to budget. It's a very expensive tool that is very difficult to prove business support for. We would like to have two separate networks. We have our corporate network and PCI network, which is segregated due to payment processing. We don't have it for deployed in the PCI network. It would be good to have it fully deployed there to provide us with additional monitoring and control, but the cost associated with their licensing model makes it prohibitively expensive to deploy."

"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 pricing is high."

"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."

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

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

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

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

More Vectra AI pricing and cost advice

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

10%

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 Singularity Platform?

It's average. It's not cheap, but not expensive—average cost and quite affordable.

What needs improvement with Singularity Platform?

I think some parts of Singularity Platform could be improved or enhanced, as you most likely need to know the platform quite well to write queries and search for information. There are a few too ma...

What is your primary use case for Singularity Platform?

As a company, we are using Singularity Platform to manage the data on the platform. We use Singularity Platform as a unified view where we can see all the data from our applications in one place. I...

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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Compared 23% of the time

ExtraHop Reveal(x) vs Vectra AI

Compared 8% 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

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Singularity Platform

January 2026

Download Vectra AI product report

January 2026

Also Known As

No data available

Vectra Networks, Vectra AI NDR

Overview

One intelligent platform. Unprecedented speed. Infinite scale. Singularity™ enables unfettered visibility, industry-leading detection, and autonomous response. Discover the power of AI-powered, enterprise-wide cybersecurity.
The world’s leading enterprises use the Singularity platform to prevent, detect, and respond to cyber attacks at machine-speed, greater scale, and higher accuracy across endpoint, cloud, and identity.
Maximize visibility across the entire enterprise. Defend your enterprise with unrivaled speed, coverage, and efficiency. Leverage AI to respond across the entire connected security ecosystem.

SentinelOne

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

Information Not Available

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