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JFrog Xray vs Wiz Code comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Nov 2, 2025

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
18th
Average Rating
9.6
Reviews Sentiment
7.8
Number of Reviews
6
Ranking in other categories
Continuous Threat Exposure Management (CTEM) (3rd)
JFrog Xray
Ranking in Vulnerability Management
37th
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 (1st)
Wiz Code
Ranking in Vulnerability Management
35th
Average Rating
8.6
Reviews Sentiment
4.4
Number of Reviews
3
Ranking in other categories
Risk-Based Vulnerability Management (13th), Cloud Security Remediation (1st), Application Security Posture Management (ASPM) (7th), Continuous Threat Exposure Management (CTEM) (6th)
 

Mindshare comparison

As of January 2026, in the Vulnerability Management category, the mindshare of Zafran Security is 1.1%, up from 0.2% compared to the previous year. The mindshare of JFrog Xray is 1.5%, down from 1.6% compared to the previous year. The mindshare of Wiz Code is 1.1%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Market Share Distribution
ProductMarket Share (%)
Zafran Security1.1%
Wiz Code1.1%
JFrog Xray1.5%
Other96.3%
Vulnerability Management
 

Featured Reviews

Reviewer6233 - PeerSpot reviewer
Works at a healthcare company with 10,001+ employees
Has become an indispensable tool in our cybersecurity arsenal
While Zafran Security is already a powerful tool, there are areas where it could be further improved to provide even greater value. One key area for enhancement is the searching capabilities within its vulnerabilities module. By incorporating the ability to create Boolean searches, users would gain the ability to apply more complex filters and customize their search criteria. This would greatly enhance the precision and efficiency with which security teams can identify and prioritize vulnerabilities. Having such tailored search capabilities would save time and resources by narrowing down vast lists of vulnerabilities to those that meet specific parameters relevant to our unique risk environment. Additionally, integrating more robust reporting and visualization tools would be advantageous. Enhanced dashboards that offer customizable visual representations of risk configurations and threat landscapes would facilitate better communication with stakeholders, making it easier to explain vulnerabilities and the rationale behind certain security measures. This would also aid in demonstrating the improvements and value derived from existing security investments to leadership and non-technical team members.
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.
reviewer2618736 - PeerSpot reviewer
Security Manager at a consultancy with 10,001+ employees
Continuous code security has reduced vulnerabilities and provides real-time risk visibility
I have a big improvement in mind for Wiz Code, not a small improvement. When I look at tools such as vulnerability detection tools, I focus on how the reporting could help fast-track risk mitigations. I don't want folks to just look at the severity rating, whether it's critical, high, or medium. I would love to see how that presents a risk. Meaning that if a particular vulnerability is compromised, it could be a low severity, but if it's compromised, what business impact does it have? With capabilities we have in AI and other technologies, I think we could do much more than just sharing vulnerability ratings or severity ratings for folks to act on. That approach is outdated. Something that communicates the value would make sense and could help drive or change habits. That's what I'm thinking, and that's why I say it's a big one, not just something small.

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."
"Zafran is an excellent tool."
"With Zafran Security, it integrates with your security controls, allowing you to take that risk score and reduce it based on the controls in place or increase the risk based on different factors, such as if the issue is internet reachable or if there's an exploit in the wild."
"Zafran has become an indispensable tool in our cybersecurity arsenal."
"We saw benefits from Zafran Security almost immediately after deploying it."
"Overall, we have seen about eighty-seven percent reduction of the number of vulnerabilities that require urgency to remediate, specifically the number of criticals."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"The solution is stable and reliable."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"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."
"Good reporting functionalities."
"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 best features with Wiz Code give you a reasonable picture when it comes to vulnerabilities, which means you see the usual severity levels, you also get to see references on how to remediate vulnerabilities, and the fact that it has a visual dashboard helps all stakeholders, especially folks who need to remediate, to get that picture correctly and then take action."
"Wiz Code has positively impacted my organization through the unified platform that gives the ability to shift left in security and detect issues before they go into production."
"In my opinion, all the security features Wiz Code offers are the best."
 

Cons

"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."
"The dashboarding and reporting functionality of Zafran Security is an area that definitely could use some improvements."
"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."
"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."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"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."
"JFrog Xray does not have a dashboard."
"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."
"I have a big improvement in mind for Wiz Code, not a small improvement."
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Manufacturing Company
8%
Computer Software Company
8%
Outsourcing Company
6%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
9%
Government
5%
Manufacturing Company
14%
Financial Services Firm
10%
Computer Software Company
9%
Retailer
6%
 

Company Size

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

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 is your experience regarding pricing and costs for Wiz Code?
I have no idea about the pricing, setup cost, and licensing for Wiz Code.
What needs improvement with Wiz Code?
I have a big improvement in mind for Wiz Code, not a small improvement. When I look at tools such as vulnerability de...
What is your primary use case for Wiz Code?
Folks deploying infrastructure with Terraform code need to verify that those deployments do not have vulnerability co...
 

Comparisons

 

Also Known As

No data available
JFrog Security Essentials
Dazz.io
 

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. Wiz Code and other solutions. Updated: December 2025.
881,082 professionals have used our research since 2012.