JFrog Xray vs Wiz Code comparison

JFrog and Wiz are both solutions in the Vulnerability Management category. JFrog is ranked #39 with an average rating of 7.0, while Wiz is ranked #37 with an average rating of 8.7. JFrog holds a 1.4% mindshare in VM, compared to Wiz’s 1.1% mindshare. Additionally, 90% of JFrog users are willing to recommend the solution, compared to 100% of Wiz users who would recommend it.

JFrog Xray

Read 10 JFrog Xray reviews

7,795 Views
1,949 Comparison Views

90% willing to recommend

Wiz Code

Read 3 Wiz Code reviews

2,351 Views
1,317 Comparison Views

100% willing to recommend

JFrog Xray

Wiz Code

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

JFrog Xray and Wiz Code compete in the software security domain. JFrog Xray has an advantage in integration and pricing, while Wiz Code stands out with its advanced features, appealing to those who prioritize comprehensive analytics.

Features: JFrog Xray offers robust dependency scanning, real-time alerts, and an emphasis on DevOps integration. Wiz Code includes predictive analytics, in-depth threat assessment, and advanced security measures.

Ease of Deployment and Customer Service: JFrog Xray provides seamless integration and extensive support through various channels, facilitating team adoption. Wiz Code has a standalone deployment model with solid customer service, requiring a more intensive onboarding process.

Pricing and ROI: JFrog Xray offers competitive pricing for scalability and consistent ROI via cost-effective plans. Wiz Code incurs a higher setup cost, reflecting its feature-rich platform, with substantial ROI due to its powerful insights. Despite higher initial investments, Wiz Code's advanced capabilities may justify the expense for organizations focusing on long-term value and enhanced security.

To learn more, read our detailed JFrog Xray vs. Wiz Code Report (Updated: February 2026).

Buyer's Guide

JFrog Xray vs. Wiz Code

February 2026

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Helped 881,707 peers since 2012

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

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

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
Product	Market Share (%)
Wiz Code	1.1%
JFrog Xray	1.4%
Other	97.5%

Vulnerability Management

Featured Reviews

Anand Nanwana

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.

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reviewer2618736

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.

Read full review

Quotes from Members

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

Pros

"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."

"Good reporting functionalities."

"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 shows us a list of vulnerabilities that can impact our code."

"The solution is stable and reliable."

"JFrog Xray's reporting feature has a lot of options in it, including scanning."

"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."

More JFrog Xray pros

"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

"Since we have been using the solution via APIs, there are some limitations in the APIs."

"The speed of JFrog Xray should improve. Other solutions have better performance."

"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."

"JFrog Xray does not have a dashboard."

"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."

"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."

"JFrog Xray's documentation and error logging could be improved."

"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."

More JFrog Xray cons

"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

Government

Manufacturing Company

13%

Financial Services Firm

11%

Computer Software Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	3
Large Enterprise	6

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.

See all answers

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...

See all answers

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...

See all answers

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.

See all answers

What needs improvement with Wiz Code?

See all answers

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...

See all answers

Comparisons

Trivy vs JFrog Xray

Compared 11% of the time

Black Duck SCA vs JFrog Xray

Compared 9% of the time

Wiz vs JFrog Xray

Compared 6% of the time

Sonatype Lifecycle vs JFrog Xray

Compared 5% of the time

Mend.io vs JFrog Xray

Compared 5% of the time

More JFrog Xray Competitors

Zafran Security vs Wiz Code

Compared 13% of the time

Prowler vs Wiz Code

Compared 7% of the time

Unified Vulnerability Management vs Wiz Code

Compared 4% of the time

Wiz vs Wiz Code

Compared 4% of the time

Prisma Cloud by Palo Alto Networks vs Wiz Code

Compared 3% of the time

More Wiz Code Competitors

Product Reports

Buyer's Guide

JFrog Xray

January 2026

Download JFrog Xray product report

Buyer's Guide

Continuous Threat Exposure Management (CTEM)

February 2026

Download Wiz Code product report

Also Known As

JFrog Security Essentials

Dazz.io

Overview

JFrog is on a mission to enable continuous updates through Liquid Software, empowering developers to code high-quality applications that securely flow to end-users with zero downtime. The world’s top brands such as Amazon, Facebook, Google, Netflix, Uber, VMware, and Spotify are among the 4500 companies that already depend on JFrog to manage binaries for their mission-critical applications. JFrog is a privately-held, global company, and is a proud sponsor of the Cloud Native Computing Foundation [CNCF].

If you are a team player and you care and you play to WIN, we have just the job you're looking for.

As we say at JFrog: "Once You Leap Forward You Won't Go Back!"

JFrog

Wiz Code is a cutting-edge tool designed to enhance business processes by offering dynamic solutions tailored to meet advanced technological demands. It delivers actionable insights and streamlines operations, making it an indispensable asset for businesses aiming for efficiency.

Renowned for its innovation, Wiz Code addresses complex business challenges through its robust features. With its adaptability, it assists organizations in optimizing workflows and improving productivity. By integrating advanced analytics, it offers unrivaled accuracy and speed, empowering decision-makers to act swiftly and confidently. Its broad array of functionalities ensures that companies can scale their operations while minimizing costs, thus optimizing overall performance.

What are the key features of Wiz Code?

Advanced Analytics: Provides deep insights for data-driven decisions.
Scalability: Easily supports growing business demands.
Seamless Integration: Connects smoothly with existing systems.
Real-time Reporting: Delivers up-to-date information instantly.
Automated Workflows: Reduces manual tasks to boost efficiency.

What benefits or ROI should users consider?

Cost Efficiency: Significantly reduces operational expenses.
Increased Productivity: Automates processes leading to greater output.
Improved Decision Making: Offers insights that enhance strategic planning.
Flexible Deployment: Adapts to different business environments with ease.

Industries implementing Wiz Code see streamlined operations, particularly in finance, healthcare, and logistics. In finance, it optimizes transaction processing and compliance checks. Healthcare providers rely on it for patient management and data analysis, while logistics companies benefit from improved supply chain management and inventory tracking. Its flexibility allows it to fit seamlessly into these sectors, driving efficiency and fostering growth.

Wiz

Sample Customers

google, amazon, cisco, netflix, oracle, vmware, facebook

Information Not Available

Buyer's Guide

JFrog Xray vs. Wiz Code

February 2026

Free Report: JFrog Xray vs. Wiz Code

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