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JFrog Xray vs SentinelOne Singularity Identity comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 9, 2024

Review summaries and opinions

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

ROI

Sentiment score
3.5
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
Sentiment score
6.8
SentinelOne Singularity Identity offers enhanced protection and value, saving users over 200 hours annually in security investigations.
 

Customer Service

Sentiment score
4.0
JFrog Xray's customer service is generally well-received, with positive technical support, though not all users engage directly.
Sentiment score
7.3
SentinelOne Singularity Identity is lauded for comprehensive, responsive support, offering rapid issue resolution and dedicated customer success resources.
On a scale of 1 to 10, I would rate the technical support of JFrog Xray an eight because they are very knowledgeable.
DevSecOps Engineer at a tech services company with 501-1,000 employees
When we need clarifications, we contact our account manager, and they arrange demos.
Development Senior at a financial services firm with 5,001-10,000 employees
They have been responsive to our needs as integrators and those of the client.
Senior Consultant at CGI
 

Scalability Issues

Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
Sentiment score
7.9
SentinelOne Singularity Identity is scalable and flexible but faces challenges with deployment maturity and third-party integration scalability.
 

Stability Issues

Sentiment score
7.6
JFrog Xray is praised for stability and security, compared favorably to competitors, with minor concerns about PostgreSQL support.
Sentiment score
8.1
SentinelOne Singularity Identity is highly stable with minimal disruptions, responsive support, and low CPU resource usage.
I use JFrog Xray primarily for security purposes, and I find it reliable.
DevOps Engineer at Syvora
We did experience crashes, downtimes, and performance issues with JFrog Xray.
DevSecOps Engineer at a tech services company with 501-1,000 employees
 

Room For Improvement

Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
SentinelOne Singularity Identity needs improved policies, interfaces, support, and features like reporting, updates, and integration for better usability.
somehow you need to adapt your GitLab pipeline and turn them into JFrog pipeline, and this is something they don't really advertise at first—you're obliged to use the JFrog CLI.
DevSecOps Engineer at a tech services company with 501-1,000 employees
When we have given a very long tag, it doesn't work as expected and requires excessive scrolling.
DevOps Engineer at Syvora
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL.
Development Senior at a financial services firm with 5,001-10,000 employees
There is a clear roadmap for improvements, including enhancing capabilities with AI and seamless functionality in an MSP model for deeper visibility across multiple agencies.
Senior Consultant at CGI
 

Setup Cost

SentinelOne Singularity Identity offers flexible pricing seen as both cost-effective and sometimes expensive, reflecting its comprehensive features.
JFrog Xray provides a free trial of 14 days.
DevOps Engineer at Syvora
The basic scanning capabilities come with Artifactory, however, curation requires additional licenses.
Development Senior at a financial services firm with 5,001-10,000 employees
 

Valuable Features

JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
SentinelOne Singularity Identity offers AI-driven security with dynamic threat detection, seamless management, and enhanced visibility for rapid remediation.
The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features.
Development Senior at a financial services firm with 5,001-10,000 employees
The policy-driven approach of JFrog Xray helped me maintain security standards by integrating it in the development pipeline.
DevSecOps Engineer at a tech services company with 501-1,000 employees
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.
DevOps Engineer at Syvora
With visibility into endpoint telemetry, SentinelOne does provide useful information to find threat actors and empowers those who are in the business of threat hunting.
Senior Consultant at CGI
 

Categories and Ranking

JFrog Xray
Ranking in Vulnerability Management
39th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (14th), Software Composition Analysis (SCA) (5th), Software Supply Chain Security (2nd)
SentinelOne Singularity Ide...
Ranking in Vulnerability Management
21st
Average Rating
9.0
Reviews Sentiment
7.3
Number of Reviews
22
Ranking in other categories
Advanced Threat Protection (ATP) (15th), Threat Deception Platforms (3rd), Identity Threat Detection and Response (ITDR) (5th)
 

Mindshare comparison

As of March 2026, in the Vulnerability Management category, the mindshare of JFrog Xray is 1.4%, down from 1.6% compared to the previous year. The mindshare of SentinelOne Singularity Identity is 0.9%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Mindshare Distribution
ProductMindshare (%)
SentinelOne Singularity Identity0.9%
JFrog Xray1.4%
Other97.7%
Vulnerability Management
 

Featured Reviews

Anand Nanwana - PeerSpot reviewer
DevOps Engineer at Syvora
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.
Roftiel Constantine - PeerSpot reviewer
Global Chief Information Security Officer at Barry-Wehmiller
Provides proactive threat remediation, reduces alert volume, and enhances incident response capabilities
During our pre-purchase evaluation of SentinelOne's EDR capabilities three years ago, we were consistently impressed by the positive relationships customers reported having with SentinelOne's engineers, sales teams, and customer success managers. These strong relationships, evident in the customers' unsolicited feedback, highlighted the "soft skills" and intangible qualities that SentinelOne possessed. This positive customer experience has been mirrored in our own interactions with them. Their responsiveness to our needs, particularly when addressing a couple of challenges we faced, has been excellent. They proactively scheduled weekly meetings to demonstrate their commitment to resolving our issues, a customer-centric approach I admire. SentinelOne's dedication to customer service, including their rapid technology updates and responsiveness to our suggestions, has been crucial to our success in protecting our organization. Their ability to quickly incorporate our needs into new releases is truly impressive and sets them apart. Overall, I highly recommend SentinelOne based on our positive interactions across all levels of their organization.
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Top Industries

By visitors reading reviews
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
9%
Government
5%
Computer Software Company
9%
Financial Services Firm
8%
Manufacturing Company
7%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise5
Large Enterprise13
 

Questions from the Community

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 is using the API, or the other is using the command line from JFrog. That part is...
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 licenses are compliant, and you can check if your dependencies you want to use ar...
What is your experience regarding pricing and costs for SentinelOne Singularity Identity?
I have no visibility into pricing, setup costs, or licensing as the government handles these aspects directly with SentinelOne. We do the integrating, and they process the payments.
What needs improvement with SentinelOne Singularity Identity?
Regarding improvements, I believe that API integration in third-party applications could be better. The Singularity tool uses its own credential in the record features.
What is your primary use case for SentinelOne Singularity Identity?
One of the main use cases I describe is that we face lateral movement in our customer's server side. The customer is using 50 or more servers for the news channel, Daily Thanthi. Among those, one s...
 

Also Known As

JFrog Security Essentials
No data available
 

Overview

 

Sample Customers

google, amazon, cisco, netflix, oracle, vmware, facebook
Information Not Available
Find out what your peers are saying about JFrog Xray vs. SentinelOne Singularity Identity and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.