BlackBerry Cylance Cybersecurity vs SentinelOne Singularity Endpoint comparison

BlackBerry and SentinelOne are both solutions in the Endpoint Protection Platform (EPP) category. BlackBerry is ranked #32 with an average rating of 7.0, while SentinelOne is ranked #2 with an average rating of 8.9. BlackBerry holds a 1.6% mindshare in EPP, compared to SentinelOne’s 4.6% mindshare. Additionally, 85% of BlackBerry users are willing to recommend the solution, compared to 98% of SentinelOne users who would recommend it.

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Executive SummaryUpdated on Jun 3, 2026

SentinelOne Singularity Complete and BlackBerry Cylance Cybersecurity are top contenders in endpoint protection. SentinelOne takes the lead with its automated threat management and centralized console, enhancing threat detection and response times.

Features: SentinelOne Singularity Complete provides centralized endpoint visibility, AI-driven threat detection, and automated remediation. It offers features such as file-less monitoring and integration with other security products. BlackBerry Cylance Cybersecurity is notable for its protection against zero-day threats using machine learning, combined with a lightweight, resource-efficient agent.

Room for Improvement: SentinelOne could enhance reporting customization, improve integration with IT management tools, and speed up console loads. BlackBerry Cylance needs to reduce false positives, simplify its interface, and expand third-party tool integration, alongside improving alert detailing.

Ease of Deployment and Customer Service: SentinelOne is easily deployable across various environments, receiving positive feedback for its customer support's responsiveness. BlackBerry Cylance offers flexible deployment options and an intuitive interface, though users note areas for improvement in resolving issues faster.

Pricing and ROI: SentinelOne may initially be more expensive but offers a good ROI due to strong threat management and downtime reduction, ideal for large enterprises. BlackBerry Cylance is budget-friendly for smaller organizations, offering competitive pricing with robust protection based on machine learning capabilities.

To learn more, read our detailed BlackBerry Cylance Cybersecurity vs. SentinelOne Singularity Endpoint Report (Updated: June 2026).

Buyer's Guide

BlackBerry Cylance Cybersecurity vs. SentinelOne Singularity Endpoint

June 2026

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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

Cortex XDR by Palo Alto Net...

Mindshare comparison

As of August 2026, in the Endpoint Protection Platform (EPP) category, the mindshare of Cortex XDR by Palo Alto Networks is 3.9%, up from 3.7% compared to the previous year. The mindshare of BlackBerry Cylance Cybersecurity is 1.6%, up from 1.0% compared to the previous year. The mindshare of SentinelOne Singularity Endpoint is 4.6%, up from 4.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Endpoint Protection Platform (EPP) Mindshare Distribution
Product	Mindshare (%)
SentinelOne Singularity Endpoint	4.6%
Cortex XDR by Palo Alto Networks	3.9%
BlackBerry Cylance Cybersecurity	1.6%
Other	89.9%

Endpoint Protection Platform (EPP)

Featured Reviews

ABHISHEK_SINGH

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.

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Sooraj Makkancherrry

Security Operations Manager at Philips

Doesn't have daily updates, which is important for healthcare IT

I face challenges with the exclusion policy - it still scans folders we told it not to, causing issues. When we contact support, they tell us to update the latest agent, but we can't do that immediately due to medical device protocols and validation testing. I wish support would try to understand our issues better instead of giving this standard response. The machine learning feature they use often tells us to upgrade the agent or add things to the exclusion list, which isn't unacceptable. It's a very good and new technology as a tool and antivirus. But sometimes, it doesn't work properly with our medical devices and products, quarantining files it shouldn't even after we add them to exclusions. This is tricky for us.

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Vaibhav Mahendra Kolhe

Soc Analyst at Softcell Technologies Limited

Automation has reduced alerts and freed the soc team to focus on faster incident response

Regarding mean time to respond, the improvements I see with SentinelOne Singularity Complete are that genuine files also get alerts. We are getting false positives, but we are also getting genuine true positive alerts. The improvement will be deep visibility because as I am using Splunk as a SIEM, I compare deep visibility with Splunk, but deep visibility has limited access with only a 14-day policy to retain logs. The improvement will be in overall policy management. The third point will be the complexity of policies. If we want some endpoints to use only USB or if we need to block USB on some points, the policy management is very complex. The fourth point will be that Mac OS and Linux don't have the rollback policy; that policy is only for Windows. These four points are improvements if SentinelOne Singularity Complete can address them. Data privacy and security when utilizing Purple AI is crucial for SentinelOne Singularity Complete, and SentinelOne Singularity Complete lacks in data security. Data security is very important in this world. In my organization, if we deploy SentinelOne Singularity Complete and we have integrated all the firewalls, all devices, and AWS devices to SentinelOne Singularity Complete, logs will be forwarded to SentinelOne Singularity Complete through SentinelOne Singularity Complete. However, SentinelOne Singularity Complete doesn't have data security solutions such as Forcepoint DLP or 48 layer; SentinelOne Singularity Complete doesn't have that DLP solution. From the data security point of view, SentinelOne Singularity Complete is not good.

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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 interface is easy to use and it is more up to date than our previous solution."

"Monitoring is most valuable."

"The product's initial setup phase is very easy."

"On a scale from one to ten, I would rate Cortex XDR by Palo Alto Networks a nine."

"It can automatically correlate events and logs, which is very helpful for an IT administrator. It can correlate different kinds of malware activities over a network, agent, or host system. You do not need to do it manually. It is a good feature. It is also a user-friendly solution. We have deployed it on the cloud because our space does not provide any flexibility for on-premises deployment, but Palo Alto has added some flexibility to install it on-premises. It must be like the same Cortex XDR agent for all the VPN services, web filtering services, and everything else."

"Stability is one of the features we like the most."

"The main benefit of using Cortex XDR by Palo Alto Networks while employing Palo Alto Firewall at the internet edge is that it improves security on our endpoint devices, integrating seamlessly with Palo Alto Firewalls to deliver comprehensive network, analyst, and security details all in a single dashboard, which allows us to manage everything from our network devices."

"Traps pays for itself within the first 16 months of a three-year subscription."

More Cortex XDR by Palo Alto Networks pros

"It provides good insight into the programs, applications, or websites that may need attention."

"Has good RAM capacity for the power I need"

"CylancePROTECT is very stable - we've had no issues with performance and no errors or bugs."

"The solution’s AI is its most valuable feature."

"Very easy to deploy. It can be done one by one or deployed by customizing an MSI file for GPO push."

"On the management side, we liked the way it displays things."

"The solution does a good job of blocking whatever it thinks needs to be blocked and it doesn't require a lot of performance from the computer."

"Does malware analysis. Blocks WannaCry and other attacks that have come out."

More BlackBerry Cylance Cybersecurity pros

"The most valuble feature of SentinelOne Singularity Complete is the recovery and zero-day detection."

"As a reseller and user, I would say that SentinelOne Singularity Complete is better than its competition; I have evaluated Palo Alto, Trellix, and CrowdStrike as well, and SentinelOne EDR is much better than all of them as the capability and technical capabilities are superior with efficient and faster detection."

"The management dashboard is the most valuable feature."

"The most valuable feature is that it does what it says it will do. It fulfills its claims. It’s not really common for products to do that today."

"SentinelOne Singularity Complete reduces my mean time to respond and protects my environment, thereby reducing the workload of my engineers and security analysts by at least thirty-five percent."

"It recently stopped a ransomware attack at one of my clients, proving its reliability."

"The most valuable feature is the ability to drill down into individual sequences of processes."

"Its ability to interact with other third-party tools has been great for us. It can work through APIs and partners and integrate well."

More SentinelOne Singularity Endpoint pros

Cons

"It'll help if customization was easier."

"The product's pricing needs improvement. They could provide more discounts. Additionally, the dashboard and control panel could be enhanced."

"The solution should enhance the ADR and reporting."

"Cortex XDR by Palo Alto Networks is a very good product, but financially, it is very expensive, so the company should look into that area."

"Product might have some bugs."

"The server sometimes stops continuously to check things so it would be helpful to receive access updates or technical reasons."

"There are some default policies which sometimes affect our applications and cause them to run around."

"There is a severe gap in functionality between Windows, Linux, and Mac versions. For example all folder restriction settings are Windows only. Traps 5.0+ does not have SAML / LDAP integration."

More Cortex XDR by Palo Alto Networks cons

"I would not rate this solution in the top five for things like presenting information, or ease of use."

"I would like to see them fix the alerting system so that the endpoint reporting is a bit more streamlined."

"The initial setup was quite complicated, it took us a month or two with the reseller doing a good job assisting us with the initial configuration."

"The solution needs better dashboards that are easier to use."

"Having worked with SentinelOne, Cylance is good, however, it probably needs to add a feature similar to SentinelOne's rollback functionality. With this feature, if you get infected, with a click, you can go back to the pre-infection state. If Cylance could add this functionality to their offering as well, that would be ideal."

"The product needs to continue to offer better alerts, in particular around false positives, and it needs to reduce them from happening."

"The solution’s user interface could be improved."

"It should have better support for Windows and Mac."

More BlackBerry Cylance Cybersecurity cons

"My biggest complaint is that when you're logged into the console there is the Help section where you can review all the documentation. But when you log in to the support portal, there is documentation there as well. They need to sync those two into one place so that I don't have to search in two different locations for an answer."

"Improvements for SentinelOne's Singularity Complete could include adjusting pricing for specific markets, ensuring affordability, and better alignment with customer expectations in those regions."

"SentinelOne makes it more difficult to define users. It is more granular than CrowdStrike, but it is not preferred because you have to check hundreds of roles."

"I rate Singularity Cloud Workload Security's stability a four out of ten."

"When sending out new updates, you have to figure out which one is the right one, so it would be easier if they committed to that, because when you're sitting out updates, there are different names and something different, making it tricky to figure out which one is compatible with your program or company."

"The only problem I have is they don't manually review the threat files. That's the only thing I'm concerned about."

"We are now using an external monitoring tool to monitor the services of SentinelOne, because apparently they don't have any solution for that. When the SentinelOne agent is down, you can go to the interface and see a mark on SentinelOne that something is not correct or the server needs to be rebooted, but you will not get an alert. You will not be warned that there is an issue with the SentinelOne agent. I have found that a little bit disturbing, because then we need to use a third-party monitoring tool to make sure that all services of SentinelOne are up and running."

"The only concern we have is that there are a few features that were not readily available."

More SentinelOne Singularity Endpoint cons

Pricing and Cost Advice

"Licensing for Palo Alto Networks Cortex XDR can be costly, especially when it comes to a hundred users. A license is required for each user, and the subscription must be renewed on a yearly basis."

"The pricing is okay, although direct support can be expensive."

"I did PoCs on products called Cylance and CrowdStrike. Although, I consider these products and they were also good, when it come to cost and budgetary factors, Traps has been proven to be better than the other two products. It is quite cost-effective and delivers all the entire solution which we require."

"When we first bought it, it was a bit expensive, but it was worth it. The licensing was straightforward."

"The price of the solution is high for the license and in general."

"It's way too expensive, but security is expensive. You pay for your licensing, and then you pay for someone to monitor the stuff."

"I am using the Community edition."

"The pricing seems fair, and I do like the licensing model. You use wherever they are, and it is elastic."

More Cortex XDR by Palo Alto Networks pricing and cost advice

"On a scale from one to ten, where one is cheap and ten is expensive, I rate the solution's pricing a seven out of ten."

"The price is reasonable for us at the moment. I rate the overall solution an eight out of ten."

"Our licensing cost for the solution is around $4,000 for six months. There are no costs in addition to the standard licensing fees."

"CylancePROTECT's pricing is reasonable, at about €18 per user, per year."

"The solution's pricing is around the same as most EDRs but slightly behind some of the major ones."

"I think that the price we are paying is good for what it is."

"Shop around for sure and be assured the price you pay will be close to other solutions available, but even at a slight mark-up from the other solutions, you are getting real endpoint protection versus nothing more than a cheap security blanket that might keep you warm at night."

"Do not get hung up on price. You pay for what you get and expensive will hurt one time, where cheap will hurt forever, especially if you fall victim to a ransom attack, etc."

More BlackBerry Cylance Cybersecurity pricing and cost advice

"SentinelOne Singularity Complete's price point is excessive compared to the functionality it provides."

"The pricing of the solution seems reasonable, we got a discount but it still seems reasonable. The licensing cost is $3 to $4 per endpoint and can be paid monthly or yearly, with the price changing according to commitment."

"I rate Singularity Complete four out of 10 for affordability. SentinelOne costs more than traditional antivirus solutions, but we get more out of it. It hasn't saved us any money, but it's an EDR solution, so we get a lot of value from it."

"SentinelOne Singularity Complete is reasonably priced."

"I do not know much about the pricing. What I do know is that the person who negotiates most of the pricing is quite a hard bargainer. In that regard, he often says that he managed to get a very good deal. When we first looked at replacing our old system with Singularity Complete, its price was definitely a big factor. Back then, Singularity Complete was fairly new to the marketplace. We got quite a good deal as an early adopter. They have honored that and respected that we were an early adopter, and I feel we are still getting a very good price."

"SentinelOne Singularity Complete can be expensive for the SMB market but is suitable for enterprise-level organizations."

"At this time it is only a trial. After the trial period, I am going to purchase two licenses from SentinelOne."

"I did not notice a significant increase in cost after adding SentinelOne."

More SentinelOne Singularity Endpoint pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

13%

Financial Services Firm

10%

Comms Service Provider

10%

Manufacturing Company

10%

Construction Company

12%

Comms Service Provider

Manufacturing Company

Outsourcing Company

Computer Software Company

Manufacturing Company

Financial Services Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	46
Midsize Enterprise	21
Large Enterprise	54

By reviewers
Company Size	Count
Small Business	33
Midsize Enterprise	5
Large Enterprise	14

By reviewers
Company Size	Count
Small Business	131
Midsize Enterprise	70
Large Enterprise	92

Questions from the Community

Cortex XDR by Palo Alto vs. Sentinel One

Cortex XDR by Palo Alto vs. SentinelOne SentinelOne offers very detailed specifics with regard to risks or attacks. ...

See all answers

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...

See all answers

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,...

See all answers

What is your experience regarding pricing and costs for Blackberry Protect?

The price is reasonable for us at the moment. I rate the overall solution an eight out of ten.

See all answers

What needs improvement with Blackberry Protect?

I face challenges with the exclusion policy - it still scans folders we told it not to, causing issues. When we conta...

See all answers

What is your primary use case for Blackberry Protect?

I am using CylancePROTECT as an active learning algorithm. We installed it on almost 20,000 servers and virtual machi...

See all answers

Which is better - SentinelOne or Darktrace?

Which solution is better depends on which is more suitable specifically for your company. Darktrace, for example, is ...

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What is your experience regarding pricing and costs for SentinelOne Singularity?

It is neither too costly, but definitely, it is one of the advantages that SentinelOne is quite adapted towards the p...

See all answers

What needs improvement with SentinelOne Singularity?

I have encountered an issue related to the alerting mechanism in SentinelOne Singularity Complete. Sometimes I need t...

See all answers

Comparisons

Microsoft Defender for Endpoint vs Cortex XDR by Palo Alto Networks

Compared 13% of the time

CrowdStrike Falcon vs Cortex XDR by Palo Alto Networks

Compared 4% of the time

Cortex XSIAM vs Cortex XDR by Palo Alto Networks

Compared 3% of the time

Trellix Endpoint Security Platform vs Cortex XDR by Palo Alto Networks

Compared 3% of the time

Symantec Endpoint Security vs Cortex XDR by Palo Alto Networks

Compared 3% of the time

More Cortex XDR by Palo Alto Networks Competitors

Check Point Harmony Endpoint vs BlackBerry Cylance Cybersecurity

Compared 8% of the time

VMware Carbon Black Endpoint vs BlackBerry Cylance Cybersecurity

Compared 8% of the time

Symantec Endpoint Security vs BlackBerry Cylance Cybersecurity

Compared 7% of the time

Intercept X Endpoint vs BlackBerry Cylance Cybersecurity

Compared 6% of the time

Trellix Endpoint Security Platform vs BlackBerry Cylance Cybersecurity

Compared 2% of the time

More BlackBerry Cylance Cybersecurity Competitors

CrowdStrike Falcon vs SentinelOne Singularity Endpoint

Compared 4% of the time

Fortinet FortiEDR vs SentinelOne Singularity Endpoint

Compared 3% of the time

Microsoft Defender for Endpoint vs SentinelOne Singularity Endpoint

Compared 3% of the time

Trellix Endpoint Security Platform vs SentinelOne Singularity Endpoint

Compared 3% of the time

Huntress Managed EDR vs SentinelOne Singularity Endpoint

Compared 2% of the time

More SentinelOne Singularity Endpoint Competitors

Product Reports

Buyer's Guide

Cortex XDR by Palo Alto Networks

August 2026

Download Cortex XDR by Palo Alto Networks product report

Buyer's Guide

BlackBerry Cylance Cybersecurity

August 2026

Download BlackBerry Cylance Cybersecurity product report

Buyer's Guide

SentinelOne Singularity Endpoint

July 2026

Download SentinelOne Singularity Endpoint product report

Also Known As

Cyvera, Cortex XDR, Palo Alto Networks Traps

Blackberry Protect

Sentinel Labs, SentinelOne Singularity, Singularity Platform

Overview

Cortex XDR by Palo Alto Networks provides advanced threat detection with AI-driven endpoint protection and seamless integration, ensuring multi-layered security and automatic threat response.

Cortex XDR is designed to safeguard endpoints against malware and suspicious activities. It offers advanced threat detection and response capabilities using behavioral analysis, AI, and machine learning. It seamlessly integrates with security infrastructures, providing endpoint security, firewall integration, and enhanced visibility in both cloud-based and on-premises environments.

What are the key features of Cortex XDR?

Advanced Threat Detection: Uses AI and machine learning for proactive threat identification.
Multi-layered Security: Combines various security measures for comprehensive protection.
Endpoint Protection: Safeguards against malware and exploits.
Behavioral Analysis: Monitors suspicious activity for early detection.
Automatic Threat Response: Automates responses to neutralize threats.

What benefits should users expect?

Ease of Use: Simplifies security management with intuitive design.
Resource Efficiency: Minimizes impact on system resources.
Integration Capabilities: Works well with existing security setups.
Reduced Analyst Workload: Automates processes to decrease manual intervention.

Organizations in diverse sectors deploy Cortex XDR to protect against malware, leveraging its advanced threat detection capabilities. Its integration with existing security infrastructures appeals to those seeking comprehensive protection in both cloud and on-premises environments, providing enhanced visibility and threat intelligence.

Palo Alto Networks

BlackBerry Cylance Cybersecurity leverages AI and machine learning for efficient malware detection and zero-day threat protection, offering robust endpoint security with high detection accuracy and low false positive rates.

BlackBerry Cylance Cybersecurity delivers advanced threat protection with AI-driven algorithms and machine learning. Its lightweight design ensures low system resource usage, making it both efficient and effective. It's recognized for centralized management, easy deployment, and a clean interface, providing comprehensive endpoint protection against diverse threats. The integration of features like CylanceOPTICS and behavioral monitoring enhances security insights. While the system excels in malware detection, enhancements are needed in areas like user interface design, reporting, deeper threat analysis, and integration with third-party systems. Support and pricing improvements could also increase competitiveness.

What are the key features of BlackBerry Cylance Cybersecurity?

AI and Machine Learning: Utilizes cutting-edge technology for malware and threat detection.
Zero-Day Protection: Safeguards against emerging threats without the need for constant updates.
Centralized Management: Simplifies deployment and management across devices.
CylanceOPTICS: Provides advanced security insights and behavioral monitoring.
Low Resource Usage: Ensures efficient operation with minimal system impact.

What benefits should users expect from BlackBerry Cylance Cybersecurity?

High Detection Accuracy: Reduces risk with minimal false positives.
Efficient Resource Management: Enhances performance with its lightweight design.
Proactive Threat Defense: Protects against a wide range of threats with centralized management.
Advanced Insights: Offers unique features for detailed security analysis.

Organizations deploy BlackBerry Cylance Cybersecurity for threat analytics, log management, and endpoint protection. As an antivirus replacement, it protects against zero-day malware, ransomware, and various threats. Its AI algorithms detect anomalies, minimizing risks in both internet-connected and isolated environments. Many businesses incorporate it into wider security strategies, appreciating its centralized management and proactive defense capabilities.

BlackBerry

SentinelOne Singularity Complete is an advanced endpoint security platform featuring centralized management across multiple locations. It leverages AI-driven behavior detection, threat prioritization, and ransomware rollback for enhanced protection and streamlined operations.

With a focus on endpoint protection, threat detection, and automated response, SentinelOne Singularity Complete provides comprehensive security through AI-powered behavioral analysis and real-time threat detection. The centralized console simplifies management, offering seamless integration and minimal system impact. Its robust reporting capabilities facilitate compliance with audit-ready reports. Lightweight agents operate across diverse environments, improving visibility and performance while curbing manual efforts. To optimize its utility, faster console load times and improved customizability in reports and dashboards are recommended. Users may benefit from smoother integration with IT tools and enhanced policy management flexibility, as well as upgraded agent processes and simplified endpoint deployment. Expanding built-in analytics and refining alert management can further heighten platform efficacy.

What are the key features of SentinelOne Singularity Complete?

AI-Powered Detection: Utilizes advanced AI to identify potential threats based on behavior.
Automatic Remediation: Automatically rectifies detected issues, reducing response times.
Ransomware Rollback: Restores data to previous states if affected by ransomware attacks.
Centralized Dashboards: Provides real-time insights through intuitive dashboards.
Threat Prioritization: Identifies and ranks threats based on potential impact.

What benefits should users look for in reviews?

Integration: Seamlessly connects with security solutions to enhance risk management.
Minimal System Impact: Operates efficiently, preserving system performance.
Enhanced Protection: Delivers robust threat defense through AI-driven technology.
Compliance Support: Offers detailed reporting for audit readiness.
User Convenience: Combines autonomous decision-making with an intuitive interface.

In various industries, SentinelOne Singularity Complete is implemented for endpoint protection and incident management. Companies rely on it for its real-time threat detection and automated response capabilities, ensuring compliance and reduced manual intervention. Its adaptive nature supports diverse environments, enhancing operational efficiency.

SentinelOne

Sample Customers

CBI Health Group, University Honda, VakifBank

Panasonic, Noble Energy, Apria Healthcare Group Inc., Charles River Laboratories, Rovi Corporation, Toyota, Kiewit

Havas, Flex, Estee Lauder, McKesson, Norfolk Southern, JetBlue, Norwegian airlines, TGI Friday, AVX, Fim Bank

Buyer's Guide

BlackBerry Cylance Cybersecurity vs. SentinelOne Singularity Endpoint

June 2026

Free Report: BlackBerry Cylance Cybersecurity vs. SentinelOne Singularity Endpoint

Find out what your peers are saying about BlackBerry Cylance Cybersecurity vs. SentinelOne Singularity Endpoint and other solutions. Updated: June 2026.

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