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JFrog Xray vs Mend.io comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 29, 2025

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
6.7
Mend.io enhances ROI by automating security, improving efficiency, and integrating seamlessly into workflows, saving time and costs.
Mend.io has provided a good return on investment by significantly reducing vulnerabilities.
CEO at a computer software company with 10,001+ employees
 

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
6.6
Mend.io customer service is proactive and responsive, praised for timely solutions, technical expertise, and efficient issue resolution.
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 prioritize providing the best experience to large organizations like ours, belonging to the Fortune 100.
CEO at a computer software company with 10,001+ employees
I have noticed that the speed to respond has decreased over time.
VP at a tech vendor with 5,001-10,000 employees
Mend.io provides pretty good support.
CEO at a computer software company with 10,001+ employees
 

Scalability Issues

Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
Sentiment score
7.5
Mend.io scales seamlessly with organizational growth, integrating into workflows and DevOps tools, enhancing security and collaboration effortlessly.
According to my use case, it is highly scalable.
DevOps Engineer at Syvora
 

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
7.7
Mend.io is stable with occasional slowdowns, recommended on Chrome/Firefox, and improved by ongoing enhancements and updates.
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
Mend.io is very stable; we did not have any issues.
CEO at a computer software company with 10,001+ employees
AI integration in code security tools like Mend.io is still in its early stages and relatively immature.
CEO at a computer software company with 10,001+ employees
 

Room For Improvement

Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
Mend.io users request better notifications, improved container scanning, clearer documentation, enhanced UI, flexible pricing, and reduced false positives.
When we have given a very long tag, it doesn't work as expected and requires excessive scrolling.
DevOps Engineer at Syvora
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
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
That's not a limitation of Mend.io; I think that's a general problem with any tool in the market because no tool in the market will actually know what portion of the code I'm actually using from that particular library if it is vulnerable or not.
CEO at a computer software company with 10,001+ employees
I strongly recommend that they start working with AI for the reporting part.
VP at a tech vendor with 5,001-10,000 employees
The actual challenge is how easy it is to integrate it in the early phase of the software development life cycle.
Principal Architect at a consultancy with 11-50 employees
 

Setup Cost

Mend.io's pricing is seen as affordable and clear, yet varies by developer count, posing challenges for startups.
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
The cost of Mend.io is competitive, being quite low compared to others.
CEO at a computer software company with 10,001+ employees
 

Valuable Features

JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
Mend.io provides comprehensive vulnerability detection, license management, and integration tools to enhance security and decision-making practices effectively.
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
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
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
We find it 100% accurate in detecting vulnerabilities.
CEO at a computer software company with 10,001+ employees
Mend.io is very efficient, highly efficient, and it is the best scanning tool for SCA.
CEO at a computer software company with 10,001+ employees
Mend.io's reporting tools are beneficial for my use case; from a UI perspective and generation of reports, including the SBOM, it has the flexibility and is easy to generate and share with the developer teams.
VP at a tech vendor with 5,001-10,000 employees
 

Categories and Ranking

JFrog Xray
Ranking in Software Composition Analysis (SCA)
5th
Ranking in Software Supply Chain Security
1st
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (37th), Container Security (14th)
Mend.io
Ranking in Software Composition Analysis (SCA)
7th
Ranking in Software Supply Chain Security
2nd
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
33
Ranking in other categories
Application Security Tools (18th), Static Code Analysis (5th)
 

Mindshare comparison

As of January 2026, in the Software Composition Analysis (SCA) category, the mindshare of JFrog Xray is 8.3%, down from 9.5% compared to the previous year. The mindshare of Mend.io is 6.2%, down from 8.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Market Share Distribution
ProductMarket Share (%)
JFrog Xray8.3%
Mend.io6.2%
Other85.5%
Software Composition Analysis (SCA)
 

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.
meetharoon - PeerSpot reviewer
CEO at a computer software company with 10,001+ employees
Centralized security monitoring has reduced false positives and improves dependency governance
The only area for improvement I would say is that the false positives are nearly zero; everything is mostly like 99 to 99.99% or we can say 100% accurate. There were a few areas for improvement just from the last time I saw; I think the user experience had a little problem. We wanted to have certain reports based on our kind of scenario, but the tool did not allow us to create custom reports. We had asked for some facility and some ability for us to create some custom reports. That would be awesome if they allow us to create custom reports the way we wanted. There is one small area which I don't know whether we should call a tool limitation or a wish list; if I use a library and I don't use all the capabilities of the library but only a portion of it and that portion is not vulnerable, but there is a component which is outdated, that is a problem, even though I don't use that component. Mend.io will discover there is a problem in the whole library; that is correct. That's a valid discovery, but in my case, for example, if I don't use that particular portion, then it actually is not making sense for me, but that's not a limitation of Mend.io; I think that's a general problem with any tool in the market because no tool in the market will actually know what portion of the code I'm actually using from that particular library if it is vulnerable or not.
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Top Industries

By visitors reading reviews
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
10%
Government
5%
Computer Software Company
14%
Financial Services Firm
14%
Manufacturing Company
13%
Energy/Utilities Company
5%
 

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 Business10
Midsize Enterprise3
Large Enterprise20
 

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...
How does WhiteSource compare with SonarQube?
Red Hat Ceph does well in simplifying storage integration by replacing the need for numerous storage solutions. This solution allows for multiple copies of replicated and coded pools to be kept, ea...
How does WhiteSource compare with Black Duck?
We researched Black Duck but ultimately chose WhiteSource when looking for an application security tool. WhiteSource is a software solution that enables agile open source security and license compl...
What is your experience regarding pricing and costs for Mend.io?
Mend.io SCA offers a competitive pricing structure that is relatively affordable compared to similar solutions in the market. This makes it an attractive option for organizations looking to enhance...
 

Comparisons

 

Also Known As

JFrog Security Essentials
WhiteSource, Mend SCA, Mend.io Supply Chain Defender, Mend SAST
 

Overview

 

Sample Customers

google, amazon, cisco, netflix, oracle, vmware, facebook
Microsoft, Autodesk, NCR, Target, IBM, vodafone, Siemens, GE digital, KPMG, LivePerson, Jack Henry and Associates
Find out what your peers are saying about JFrog Xray vs. Mend.io and other solutions. Updated: December 2025.
879,477 professionals have used our research since 2012.