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JFrog Xray vs Wiz Code comparison

 

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

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 (1st)
Wiz Code
Ranking in Vulnerability Management
37th
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) (8th), Continuous Threat Exposure Management (CTEM) (6th)
 

Mindshare comparison

As of February 2026, in the Vulnerability Management category, the mindshare of JFrog Xray is 1.4%, down from 1.5% 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 (%)
Wiz Code1.1%
JFrog Xray1.4%
Other97.5%
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.
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

"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."
"JFrog Xray shows us a list of vulnerabilities that can impact our code."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"Good reporting functionalities."
"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."
"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."
"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."
 

Cons

"Lacks deeper reporting, the ability to compare things."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"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."
"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."
"JFrog Xray does not have a dashboard."
"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."
"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."
"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
25%
Manufacturing Company
12%
Computer Software Company
9%
Government
5%
Manufacturing Company
13%
Financial Services Firm
11%
Computer Software Company
9%
Retailer
6%
 

Company Size

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

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 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 detection tools, I focus on how the reporting could help fast-track risk mitigatio...
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 concerns, and if they do, they need to be remediated, which is the main use case f...
 

Comparisons

 

Also Known As

JFrog Security Essentials
Dazz.io
 

Overview

 

Sample Customers

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.
881,707 professionals have used our research since 2012.