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JFrog Xray vs Veracode 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

SentinelOne Singularity Clo...
Sponsored
Ranking in Container Security
3rd
Average Rating
8.8
Reviews Sentiment
7.9
Number of Reviews
112
Ranking in other categories
Vulnerability Management (6th), Cloud and Data Center Security (5th), Cloud Workload Protection Platforms (CWPP) (4th), Cloud Security Posture Management (CSPM) (3rd), Cloud-Native Application Protection Platforms (CNAPP) (3rd), Compliance Management (2nd)
JFrog Xray
Ranking in Container Security
22nd
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
8
Ranking in other categories
Vulnerability Management (25th), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (1st)
Veracode
Ranking in Container Security
5th
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
197
Ranking in other categories
Application Security Tools (2nd), Static Application Security Testing (SAST) (2nd), Software Composition Analysis (SCA) (2nd), Penetration Testing Services (4th), Static Code Analysis (1st), Application Security Posture Management (ASPM) (1st)
 

Mindshare comparison

As of May 2025, in the Container Security category, the mindshare of SentinelOne Singularity Cloud Security is 2.4%, up from 1.0% compared to the previous year. The mindshare of JFrog Xray is 3.9%, up from 2.0% compared to the previous year. The mindshare of Veracode is 2.6%, up from 2.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Security
 

Featured Reviews

Andrew W - PeerSpot reviewer
Tells us about vulnerabilities as well as their impact and helps to focus on real issues
Looking at all the different pieces, it has got everything we need. Some of the pieces we do not even use. For example, we do not have Kubernetes Security. We are not running any K8 clusters, so it is good for us. Overall, we find the solution to be fantastic. There can be additional education components. This may not be truly fair to them because of what the product is going for, but it would be great to see additional education for compliance. It is not a criticism of the tool per se, but anything to help non-development resources understand some of the complexities of the cloud is always appreciated. Any additional educational resources are always helpful for security teams, especially those without a development background.
Mokshi Pandita - PeerSpot reviewer
An intelligent solution that prioritizes which vulnerability to target first in your project
We could create any number of repositories, but we can create only thirty projects with JFrog Xray. If I want things to work, it has to be one project and multiple repositories that belong to different real projects. So I have a limitation of thirty projects, despite being a premium customer. JFrog Xray does not have a dashboard. Although I am able to generate reports, there is no proper dashboard where I can see the total number of vulnerabilities, the total number of license issues, and how many vulnerabilities are fixed. Second, I found the shift left approach missing with JFrog Xray. JFrog Xray has integration with IDEs, but it does not tell you about the vulnerabilities until the artifact is created. However, Snyk could directly integrate with your repository and would not allow you to build unless you fix the problem.
AkashKhurana - PeerSpot reviewer
Easy to configure, stable, and good vulnerability detection
Veracode's ability to prevent vulnerable code from being deployed into production is crucial. Typically, if a dependency we use has security issues or concerns, Veracode suggests upgrading to a more secure version. For example, if we're using a PayPal dependency with version 1.3 and it has a security bug, Veracode suggests upgrading to version 1.4 which fixes the issue. We usually make our project compatible with version 1.4, but sometimes Veracode recommends removing the dependent code altogether and adding the updated dependency from another repository. Veracode provides suggestions for resolving security issues and we implement them in our code after resolving any conflicts. We run the Veracode scan again and if it fails, we do not deploy the code to production. This is critical as it ensures that security issues such as bugs and fixes are addressed. Veracode consistently assists us in identifying security issues in third-party dependencies, while also ensuring the maintenance of code quality. Preventing security bugs and threats in our code improves the overall code quality of our company, which is essential given the significant concerns surrounding security today. Veracode's policy reporting is helpful for ensuring compliance with industry standards and regulations. Veracode's solution plays a major role in achieving compliance, including HIPAA compliance. Without Veracode scans, identifying security threats and third-party dependencies would be a tedious task for DevOps professionals. Veracode provides visibility into the status of our application during every phase of development, including continuous integration and continuous development CI/CD pipeline stages. This includes builds, package creation for deployment, and various enrollment stages such as develop, queue, stage, above, and production enrollment. Prior to each stage, a Veracode scan is run. This can be accessed through Jenkins or the CI/CD pipeline by clicking on the Veracode scan option, which provides a detailed report highlighting any security issues and concerns. Veracode performs statistical analysis, dynamic analysis, software composition analysis, and manual penetration tests throughout our software development life cycle. Veracode scans not only for third-party security issues but also for possible issues in our own code. This occurs in every phase of development, including the SDLC. For example, if we use an encryption algorithm with a private or public key that is easy to decode, Veracode will identify this as an error or warning in the report and suggest using multiple layers of encryption for the keys. The entire CI/CD process is part of DevOps. Therefore, the responsibility of configuring the Veracode tool usually falls on the DevOps professional. It is essential to integrate Veracode with the CI/CD pipeline within the project to ensure it is always incorporated. Whenever there is a priority or mandatory check required before deployment, Veracode should run beforehand. This integration is carried out by our DevSecOps team. Veracode's false positive rate is good, as it helps us identify possible security concerns in our code. In my opinion, it is advisable to run a Veracode scan on all codes. I have worked in the IT industry for five years, and I have observed that Veracode has been implemented in every project I have worked on. If a tool is improving our code quality and providing us with insights into potential security issues, it is always beneficial to use it. The false positive rate boosts our developers' confidence in Veracode when addressing vulnerabilities. Veracode also provides suggestions when there is a security issue with a dependency in version 1.7, prompting us to consider using version 1.8, which does not have security issues. This process involves the developers, and it leaves a positive impression on our managers and clients, demonstrating our commitment to security. We can show them that we were previously using version 1.7 but updated to version 1.8 after identifying the security issue with Veracode's help. Unfortunately, there is no centralized platform to check for network issues or problems with dependencies and versions. Veracode provides a centralized solution where we can scan our project and receive results. Veracode has helped our organization address flaws in our software and automation processes. Its positive impact has been reflected in our ROI, which increased when we started using Veracode. Without Veracode, we would be susceptible to security issues and potential hacking. However, after implementing Veracode scans, we have not encountered any such problems. It is critical for us to use Veracode because we capture sensitive data such as pharmacy information for real-time users, including patient prescriptions and refill schedules. This sensitive data could pose a significant problem if our code or software has security vulnerabilities. Fortunately, Veracode scans allow us to prevent such issues. Veracode has helped our developers save time by providing a solution that eliminates the need to manually check for dependencies or search the internet for information on which dependencies have issues. Instead, Veracode provides a detailed report that identifies the issues and recommends the appropriate version to use. Using Veracode ensures the quality of our code and also saves time for our developers. In my career of five years, Veracode has helped me resolve code issues eight times. Veracode has reduced our SecOps costs by identifying security vulnerabilities in our code. Without Veracode, if we were to go live with these issues, it could result in a breach of our encrypted data, potentially causing significant harm to our organization. This would require significant time and cost to resolve the issue and restore the data. Veracode has improved the quality of our code and reduced the risk of such incidents occurring, thereby minimizing their impact on our organization.

Quotes from Members

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

Pros

"SentinelOne Singularity Cloud Security released a new security graph tool that helps us identify the root issue. Other tools give you a pass/fail type of profile on all misconfigurations, and those will run into the thousands. SentinelOne Singularity Cloud Security's graphing algorithm connects various components together and tries to identify what is severe and what is not. It can correlate various vulnerabilities and datasets to test them on the back end to pinpoint the real issue."
"The compliance monitoring feature of SentinelOne Singularity Cloud Security gives us a report with a compliance score to ensure we meet certain regulatory standards."
"We've seen a reduction in resources devoted to vulnerability monitoring. Before SentinelOne Singularity Cloud Security we spent a lot of time monitoring and fixing these issues. SentinelOne Singularity Cloud Security enabled us to divert more resources to the production environment."
"SentinelOne Singularity Cloud Security has improved our security posture."
"The solution's most valuable features are its ability to detect vulnerabilities inside AWS resources and its ability to rescan after a specific duration set by the administrator."
"SentinelOne Singularity Cloud Security offers valuable scalability suitable for organizations of all sizes, from small businesses to large enterprises."
"I would rate their support a ten out of ten."
"We mostly use alerts. That has been pretty good. If we use the alert system from Amazon, it is much costlier to us, so we use SentinelOne Singularity Cloud Security."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"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 shows us a list of vulnerabilities that can impact our code."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"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."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"The ease of integration with Bitbucket pipelines and Git pipelines is vital for us."
"It is scalable and quick to deploy into the site and the pipelines. The reports and analytics are good, and the false positive rate is low. It gives true results."
"I like Veracode's API. You can put it into a simple bash script and run your own security testing from your MacBook in less than 15 minutes."
"Veracode is a cloud-based platform, where they manage all the back-end, and they do a lot of analysis during the scans, and they do a lot of post-scan reconciliation."
"Veracode Security Labs are fantastic. My team loves getting the hands-on experience of putting in a flaw and fixing it. It's interactive. We've gotten decent support from the sales and software engineers, so the initial support was excellent. They scheduled a consultation call to dive deep and discuss why we see these findings and codes. That was incredibly helpful."
"The SAST and DAST modules are great."
"Ours is a Java-based application and Veracode can detect vulnerabilities in both Angular, which is used for the UI, and also in the backend code, which includes APIs and microservices."
"I appreciate the integration provided by Veracode that seamlessly integrates with our CI/CD tools and allows us to integrate with IPA as well."
 

Cons

"A two-month grace period for extended searches would be a valuable improvement."
"SentinelOne Singularity Cloud Security is an excellent CSSPM tool, but the CSC CWPP features need improvement."
"We've found a lot of false positives."
"We can customize security policies but lack auditing capabilities."
"To enhance the notification system's efficiency, resolved issues should be promptly removed from the portal."
"Maybe container runtime security could be improved."
"One area for improvement could be the internal analysis process, specifically the guidance provided for remediation."
"I'd like to see better onboarding documentation."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"I think that the user interface should be expanded to provide customers with a better dashboard for reviewing their feedback regarding their images and the vulnerabilities that are associated with the images."
"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 out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."
"Lacks deeper reporting, the ability to compare things."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"JFrog Xray's documentation and error logging could be improved."
"JFrog Xray does not have a dashboard."
"We have some constraints interacting with Veracode self-support. I'm not talking about their technical support. I'm talking about self-support. We sometimes have a hard time communicating with them."
"It needs better APIs, reporting that I can easily query through the APIs and, preferably, a license model that I can predict."
"Sometimes, the scans halt or drop for some reason, and we need to get help from Veracode to fix it."
"The static scans on Java lack microservices architecture scanning. We have developed an in-house pattern for this and the scans can't take care of it as a single entity."
"I haven't heard about any problems so far. However, it would be great if Veracode automatically packaged stuff up for you."
"While Veracode is way ahead of its competitors on Gartner Magic Quadrant, it's a bit more expensive than Fortify. It's a good solution for the cost, but if we had a high budget, we would go with Checkmarx, which is much better than Veracode."
"Sometimes Veracode gives us results about small glitches in the necessary packages. For example, we recently found issues with Veracode's native libraries for .NET 6 that were fixed in the next versions of those libraries. But sometimes you do not know which version of the library particular components are using. The downside of that is that one day, the solution found some issues in that library for the necessary package we spent. Another day, it found the same issues with another library. It will clearly state that this is the same stuff you've already analyzed. This creates some additional work, but it isn't significant. However, sometimes you see the same issue for two or three days in a row."
"Veracode does not support scans for .NET Blazor server applications."
 

Pricing and Cost Advice

"The price depends on the extension of the solution that you want to buy. If you want to buy just EDR, the price is less. XDR is a little bit more expensive. There are going to be different add-ons for Singularity."
"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 Singularity Cloud Security is on the costlier side."
"PingSafe is affordable."
"PingSafe is not very expensive compared to Prisma Cloud, but it's also not that cheap. However, because of its features, it makes sense to us as a company. It's fairly priced."
"Their pricing appears to be based simply on the number of accounts we have, which is common for cloud-based products."
"We have an enterprise license. It is affordable. I'm not sure, but I think we pay 150,000 rupees per month."
"PingSafe is less expensive than other options."
Information not available
"Veracode has been fair. We use their SaaS solution and it's just an annual subscription."
"The pricing is a bit high."
"Veracode is one of the more expensive solutions in the market, but it is worth the expense because of the eLearning and the security consultations; everything is included in the license."
"The price of Veracode Static Analysis is on the higher side."
"We are still considering it at the enterprise level. It has a subscription-based model. We find its price a little high based on the features it provides."
"Licensing is pretty flexible. It's a little bit weird, it's by the size of the binary, which is a strange way to license a product. So far they've been pretty flexible about it."
"I found Veracode very expensive, though I'm not the person paying for it. I was surprised to find out how much the subscription costs and that the executive board approved it, but it was a no-brainer because now my company has better security scans."
"The licensing is fair, it is time-limited (e.g. one year) but there is a size cap for every app. If your applications are big (due third-party libraries, for example) you should discuss this beforehand and explore suitable agreements."
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Use our free recommendation engine to learn which Container Security solutions are best for your needs.
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Top Industries

By visitors reading reviews
Computer Software Company
17%
Financial Services Firm
15%
Manufacturing Company
9%
Government
5%
Financial Services Firm
26%
Computer Software Company
13%
Manufacturing Company
12%
Government
5%
Financial Services Firm
17%
Computer Software Company
16%
Manufacturing Company
8%
Insurance Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

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?
It is cost-effective compared to other solutions in the market.
What needs improvement with PingSafe?
SentinelOne Singularity Cloud Security is an excellent CSPM tool, but its CWPP features need improvement, and there i...
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?
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL. More support ...
What is your primary use case for JFrog Xray?
Our primary use case for X-ray includes multiple activities such as security and vulnerability scanning. We already u...
Which gives you more for your money - SonarQube or Veracode?
SonarQube is easy to deploy and configure, and also integrates well with other tools to do quality code analysis. Son...
What do you like most about Veracode?
The SAST and DAST modules are great.
What is your experience regarding pricing and costs for Veracode?
The product’s price is a bit higher compared to other solutions. However, the tool provides good vulnerability and da...
 

Also Known As

PingSafe
JFrog Security Essentials
Crashtest Security , Veracode Detect
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Manhattan Associates, Azalea Health, Sabre, QAD, Floor & Decor, Prophecy International, SchoolCNXT, Keap, Rekner, Cox Automotive, Automation Anywhere, State of Missouri and others.
Find out what your peers are saying about JFrog Xray vs. Veracode and other solutions. Updated: April 2025.
849,686 professionals have used our research since 2012.