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JFrog Xray vs SentinelOne Singularity Cloud Security comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Sep 16, 2024

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

Zafran Security
Sponsored
Ranking in Vulnerability Management
16th
Average Rating
9.6
Reviews Sentiment
7.8
Number of Reviews
6
Ranking in other categories
Continuous Threat Exposure Management (CTEM) (1st)
JFrog Xray
Ranking in Vulnerability Management
36th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (16th), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (2nd)
SentinelOne Singularity Clo...
Ranking in Vulnerability Management
5th
Average Rating
8.8
Reviews Sentiment
7.9
Number of Reviews
115
Ranking in other categories
Cloud and Data Center Security (2nd), Container Security (3rd), Cloud Workload Protection Platforms (CWPP) (4th), Cloud Security Posture Management (CSPM) (3rd), Cloud-Native Application Protection Platforms (CNAPP) (3rd), Compliance Management (2nd)
 

Mindshare comparison

As of October 2025, in the Vulnerability Management category, the mindshare of Zafran Security is 1.1%, up from 0.1% compared to the previous year. The mindshare of JFrog Xray is 1.5%, up from 1.0% compared to the previous year. The mindshare of SentinelOne Singularity Cloud Security is 2.2%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Market Share Distribution
ProductMarket Share (%)
SentinelOne Singularity Cloud Security2.2%
Zafran Security1.1%
JFrog Xray1.5%
Other95.2%
Vulnerability Management
 

Featured Reviews

Israel Cavazos Landini - PeerSpot reviewer
Weekly insights and risk analysis facilitate informed security decisions
I appreciate the weekly insights Zafran provides, which include critical topics for networks and IT security, allowing us to evaluate which insights apply to our environment. The organization score feature is valuable to keep the leadership team updated on how our infrastructure fares security-wise. The applicable risk level versus base risk level feature is beneficial because prior to Zafran, we only used the base risk level, but now understand that risk depends on the asset itself. Zafran is an excellent tool.
Anand Nanwana - PeerSpot reviewer
Offers flexibility across clouds and easy credential management while interface improvements are needed
For JFrog Xray, the Artifactory and package repositories are valuable features. There are many benefits from JFrog Xray. For example, with other registries such as ECR, we can use the images only in the AWS cloud. With JFrog, we can use this registry from any cloud or work locally as well. JFrog can support multiple packages, such as NuGet package, pip, and other technologies. It can be used for Terraform as well. The credential management is very easy in JFrog. For instance, when using GitHub action as a CI/CD tool, I just need to create a token and set up JFrog CLI there and give access to the repository. With multiple repositories, I can generate a token for a specific repository, add that token in the GitHub secret, fetch from the CI/CD, run the command JFrog CLI, and authenticate through the token. Then we can push the images into JFrog.
Mike Bulyk - PeerSpot reviewer
Custom correlation searches enhance threat detection efficiency
Singularity Cloud Security significantly reduced our organization's threat detection time by providing immediate data visibility. This allows our team to analyze telemetry in real-time, query it, and identify anomalies or potential threats using the Singularity platform. We can create rules that automatically trigger alerts based on this real-time data, enabling immediate response. This instant threat detection and response capability is a major improvement over our previous reliance on multiple tools with delayed data flows. Singularity Cloud Security eliminates those delays, saving valuable time in incident response scenarios. MTTR and MTTD are critical metrics for incident response processes. They measure the time it takes to fully address an incident, from initial detection to complete remediation. Minimizing these times is crucial to limit damage, as attackers can quickly exploit vulnerabilities and compromise additional systems. Rapid detection and response are essential to disrupt attackers and prevent further progression within the attack chain. Singularity Cloud helps reduce false positives by allowing engineers direct access to data. This access enables querying, validation, and the creation of correlation searches for improved data analysis. Instead of a black box approach, Singularity provides full visibility into the code and syntax used, increasing confidence in the results. Ultimately, Singularity offers greater control over correlation searches, detection rules, and response scenarios due to the enhanced engagement and control it provides. Singularity's ability to create custom correlation searches significantly reduces noise by avoiding reliance on generic, pre-built searches that often lead to false positives in diverse organizational environments. This targeted approach results in a high positive rate and efficacy, allowing for focused detection and response. By designing and running custom searches, Singularity minimizes the need to sift through irrelevant alerts, unlike systems using default rules that inundate analysts with noise. This translates to a very low noise-to-efficacy ratio, enabling efficient and accurate incident response. Singularity Cloud offers valuable data and capabilities extending beyond security, benefiting various business units. For example, it helped troubleshoot a newly introduced service with limited telemetry. My team created custom correlation searches to track specific event types, confirming the software's functionality. This success garnered positive feedback throughout the company, reaching even the CIO and CSR, as it enabled the business to showcase the software's effectiveness in a way that was previously impossible. SentinelOne improves our regulatory compliance by fulfilling the endpoint detection and response requirements of various frameworks. Many federal regulations require businesses to meet specific security standards, including those related to endpoint, identity, and cloud security. SentinelOne enables us to meet these requirements and assure potential partners that we have a robust security posture. This strengthens our partnerships and streamlines procurement processes, demonstrating how SentinelOne contributes to our compliance efforts. SentinelOne's evidence-based reporting, particularly the CNS reports, fosters trust due to the transparency of the data source and the ability to understand the underlying mechanisms. Knowing the search criteria, data types, and information gathering process, especially when customized for detection engineering, creates confidence in the product and the relationship with SentinelOne. This transparency and customization allow users to delve into the mechanics of the reporting, understand its functionality, and ultimately trust the evidence provided. AI is a crucial consideration for security strategies. While some view AI as a potential replacement for human analysts, others see it as a powerful tool to enhance their capabilities. The latter approach emphasizes AI's ability to accelerate incident response, improve threat detection, and provide valuable insights to analysts. This perspective suggests that AI should be used to augment human expertise, enabling analysts to make faster and more informed decisions, particularly in prioritizing threats and developing a sixth sense for identifying malicious activity. By integrating AI as an enabler, organizations can empower their security teams to become more efficient and effective, ultimately strengthening their overall security posture.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"We are able to see the real risk of a vulnerability on our environment with our security tools."
"Overall, we have seen about eighty-seven percent reduction of the number of vulnerabilities that require urgency to remediate, specifically the number of criticals."
"Zafran has become an indispensable tool in our cybersecurity arsenal."
"We saw benefits from Zafran Security almost immediately after deploying it."
"Zafran is an excellent tool."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"The solution is stable and reliable."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"With JFrog, we can use this registry from any cloud or work locally as well, and it can support multiple packages such as NuGet, pip, and other technologies including Terraform, making credential management very easy."
"Good reporting functionalities."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"The dashboard is intuitive in terms of design and functionality. Additionally, it gives me an email for all the findings that are open."
"I rate SentinelOne Singularity Cloud Security ten out of ten."
"SentinelOne Singularity Cloud Security stands out for its user-friendly interface and intuitive software, making it easy to navigate and use."
"Cloud Native Security is a tool that has good monitoring features."
"The UI is responsive and user-friendly."
"The ease of use of the platform is very nice."
"Atlas security graph is pretty cool. It maps out relationships between components on AWS, like load balancers and servers. This helps visualize potential attack paths and even suggests attack paths a malicious actor might take."
"The agentless vulnerability scanning is great."
 

Cons

"Initially, we were somewhat concerned about the scalability of Zafran due to our large asset count and the substantial amount of information we needed to process."
"The dashboarding and reporting functionality of Zafran Security is an area that definitely could use some improvements."
"I think the ability to have some enhanced reporting capabilities is something they can improve on, as they have good reports but we have asked for some specific reporting enhancements."
"JFrog Xray does not have a dashboard."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"JFrog Xray's documentation and error logging could be improved."
"Lacks deeper reporting, the ability to compare things."
"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."
"Reporting is crucial, but it is lacking in the current tool. Every organization seeks specific data points rather than general information. Therefore, we require customized reports from the Xray tool."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"The integration with Oracle has room for improvement."
"The SentinelOne customer support needs improvement, as they are sometimes late in responding, which is critical in a production issue."
"A two-month grace period for extended searches would be a valuable improvement."
"SentinelOne Singularity Cloud Security is an excellent CSPM tool, but its CWPP features need improvement, and there is scope for more application security posture management features."
"SentinelOne Singularity Cloud Security filtering has some areas that cause problems, and to achieve single sign-on functionality, a break-glass feature, which is currently unavailable, is necessary."
"SentinelOne Singularity Cloud Security could be improved with easier integrations to the Singularity Data Lake, particularly for various vendors."
"One of the issues with the product stems from the fact that it clubs different resources under one ticket."
"Currently, we would have to export our vulnerability report to an .xlsx file, and review it in an Excel spreadsheet, and then we sort of compile a list from there. It would be cool if there was a way to actually toggle multiple applications for review and then see those file paths on multiple users rather than only one user at a time or only one application at a time."
 

Pricing and Cost Advice

Information not available
Information not available
"It's not expensive. The product is in its initial growth stages and appears more competitive compared to others. It comes in different variants, and I believe the enterprise version costs around $55 per user per year. I would rate it a five, somewhere fairly moderate."
"SentinelOne offers excellent pricing and licensing options."
"The licensing is easy to understand and implement, with some flexibility to accommodate dynamic environments."
"SentinelOne provided competitive pricing compared to other vendors, and we are satisfied with the deal."
"The tool is cost-effective."
"We have an enterprise license. It is affordable. I'm not sure, but I think we pay 150,000 rupees per month."
"The pricing tends to be high."
"PingSafe is affordable."
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Computer Software Company
9%
Manufacturing Company
8%
Government
6%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
10%
Government
5%
Computer Software Company
16%
Financial Services Firm
15%
Manufacturing Company
10%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
By reviewers
Company SizeCount
Small Business44
Midsize Enterprise21
Large Enterprise53
 

Questions from the Community

What is your experience regarding pricing and costs for Zafran Security?
Since we stood Zafran Security up in our private cloud, we handle the maintenance on our side. As we opted not to use...
What needs improvement with Zafran Security?
In terms of areas for improvement, Zafran Security is doing a really great job as a new and emerging company. Oftenti...
What is your primary use case for Zafran Security?
My use cases for Zafran Security revolve around two primary areas. One is around vulnerability management and priorit...
What do you like most about JFrog Xray?
JFrog Xray shows us a list of vulnerabilities that can impact our code.
What needs improvement with JFrog Xray?
I would assess the integration of JFrog Xray with CI/CD tools as the weak point. You have two means to do that: one i...
What is your primary use case for JFrog Xray?
For JFrog Xray product, you can use it for two main goals: compliance and security. You can use it to check if your l...
What do you like most about PingSafe?
The dashboard gives me an overview of all the things happening in the product, making it one of the tool's best featu...
What is your experience regarding pricing and costs for PingSafe?
I don't handle the price part, but it isn't more expensive than Palo Alto Prisma Cloud. It's not cheap, but it is wor...
What needs improvement with PingSafe?
There is scope for more application security posture management features. Additionally, the runtime protection needs ...
 

Also Known As

No data available
JFrog Security Essentials
PingSafe
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Information Not Available
Find out what your peers are saying about JFrog Xray vs. SentinelOne Singularity Cloud Security and other solutions. Updated: September 2025.
868,787 professionals have used our research since 2012.