No more typing reviews! Try our Samantha, our new voice AI agent.

JFrog Xray vs Wiz Code comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

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
42nd
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (14th), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (3rd)
Wiz Code
Ranking in Vulnerability Management
38th
Average Rating
8.8
Reviews Sentiment
5.2
Number of Reviews
4
Ranking in other categories
Risk-Based Vulnerability Management (13th), Cloud Security Remediation (1st), Application Security Posture Management (ASPM) (9th), Continuous Threat Exposure Management (CTEM) (5th)
 

Mindshare comparison

As of May 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 Wiz Code is 1.1%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Mindshare Distribution
ProductMindshare (%)
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.
Aditya Sarkar - PeerSpot reviewer
Assistant VP at NatWest Group
Unified dashboards have streamlined code‑to‑cloud risk tracking and reduced manual reviews
The best features of Wiz Code that I appreciate the most include their entire dashboarding and the seamless integration with different DevOps tooling like GitHub or Azure DevOps. It seamlessly integrates, allowing you to run scanners directly onto the machines without consuming too many resources, and the recategorization of vulnerabilities is absolutely wonderful, giving you a complete attack path, which is something I love about Wiz Code because it details the entire lateral movement of the issue, whether it is a complete shift-left or shift-right, serving as the differentiators compared to other tools in the market. When I talk about ROI with Wiz Code, it almost cuts you down to 20% to 25% of the daily effort needed in terms of FTE. If you are working with around 100 developers or engineers, you might come down to 60 to 70 engineers, with the rest completely automated by removing false positives, showcasing where the USP comes in.

Quotes from Members

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

Pros

"I would say the reporting functionalities are pretty good as are the policy watches."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"Good reporting functionalities."
"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."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"The solution is stable and reliable."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"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."
"In my opinion, all the security features Wiz Code offers are the best."
"The best features of Wiz Code that I appreciate the most include their entire dashboarding and the seamless integration with different DevOps tooling like GitHub or Azure DevOps, allowing you to run scanners directly onto the machines without consuming too many resources, and the recategorization of vulnerabilities is absolutely wonderful, giving you a complete attack path, which is something I love about Wiz Code because it details the entire lateral movement of the issue, whether it is a complete shift-left or shift-right, serving as the differentiators compared to other tools in the market."
"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."
 

Cons

"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."
"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."
"JFrog Xray's documentation and error logging could be improved."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"JFrog Xray does not have a dashboard."
"Lacks deeper reporting, the ability to compare things."
"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."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"I have a big improvement in mind for Wiz Code, not a small improvement."
"Regarding pricing, I would say that the pricing model is a little bit hefty on the pocket."
report
Use our free recommendation engine to learn which Vulnerability Management solutions are best for your needs.
893,221 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
8%
Government
5%
Manufacturing Company
11%
Financial Services Firm
11%
Computer Software Company
7%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
By reviewers
Company SizeCount
Midsize Enterprise1
Large Enterprise6
 

Questions from the Community

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 JFrog Xray?
It is affordable because JFrog Xray provides a free trial of 14 days. We can explore all the features of JFrog in the free trial. The pricing is reasonable because we can manage all the images in a...
What is your experience regarding pricing and costs for Wiz Code?
Regarding pricing, I would say that the pricing model is a little bit hefty on the pocket. For instance, Wiz Code scans your containers twice, first during runtime and then during shift-left when y...
What needs improvement with Wiz Code?
The areas that have room for improvement in Wiz Code are their IaC policies, which require a little more maturity. When discussing IaC policies, you want to ensure engineers cannot merge anything n...
What is your primary use case for Wiz Code?
The main use case for Wiz Code is its unique selling proposition, which is the dashboarding. What you want is to see what is wrong within your environment, and that is where Wiz Code picks up the m...
 

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: April 2026.
893,221 professionals have used our research since 2012.