JFrog Xray vs Wiz comparison

JFrog and Wiz are both solutions in the Vulnerability Management category. JFrog is ranked #37 with an average rating of 7.0, while Wiz is ranked #1 with an average rating of 8.8. JFrog holds a 1.5% mindshare in VM, compared to Wiz’s 7.5% mindshare. Additionally, 90% of JFrog users are willing to recommend the solution, compared to 96% of Wiz users who would recommend it.

Comparison Buyer's Guide

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Executive SummaryUpdated on Sep 16, 2024

JFrog Xray and Wiz are both leading products in the fields of software composition analysis and cloud security. While JFrog Xray is valued for support and pricing, Wiz's advanced features make it a preferred choice despite its higher cost.

Features: JFrog Xray users commend its comprehensive vulnerability detection, integration with CI/CD pipelines, and solid support. Wiz users focus on its in-depth cloud security, proactive threat detection, and robust feature set, which competitors find more comprehensive.

Room for Improvement: JFrog Xray users want better scalability, improved user experience, and more efficient integration processes. Wiz requires enhancements in reporting functionalities, simpler configurations, and better customization options, as users face challenges in these areas.

Ease of Deployment and Customer Service: JFrog Xray’s deployment is straightforward with solid support, but some users have faced issues. Wiz users report smoother deployment and highly responsive support, making it easier and more efficient to deploy.

Pricing and ROI: JFrog Xray is praised for competitive pricing and good return on investment. Wiz, though more expensive, justifies the cost with extensive features that provide significant value. JFrog Xray is known for being cost-effective, whereas Wiz offers higher value despite its price.

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

Buyer's Guide

JFrog Xray vs. Wiz

January 2026

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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

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 is 7.5%, down from 12.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vulnerability Management Market Share Distribution
Product	Market Share (%)
Wiz	7.5%
Zafran Security	1.1%
JFrog Xray	1.5%
Other	89.9%

Vulnerability Management

Featured Reviews

Reviewer6233

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.

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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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Marcel Velica

Senior Program Manager, Security at Eventbrite

Unified cloud visibility has transformed our risk prioritization and reduced alert fatigue while improving collaboration across security and DevSecOps teams

The standout features of Wiz that make it valuable for me include good multi-cloud environment support, data governance, shadow IT detection, DevSecOps governance, automation, level reporting, threat detection, and good infrastructure detection. Wiz has positively impacted my organization by implementing zero trust authorization, providing good reporting that shows the top attack path, critical assets, overall risk posture, and demonstrating AI and ML workload capabilities towards my team, as well as good infrastructure detection and vulnerability detection accuracy with security posture management at massive scale and identity exposure. There is a massive reduction in risk exposure, immediate visibility across the entire cloud estate, reduced noise and better prioritization, stronger DevSecOps collaboration, continuous compliance instead of ad hoc panic, faster incident response with real context, significant cost savings through tool consolidation, and stronger AI and data governance.

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Quotes from Members

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

Pros

"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."

"We saw benefits from Zafran Security almost immediately after deploying it."

"We are able to see the real risk of a vulnerability on our environment with our security tools."

"Zafran has become an indispensable tool in our cybersecurity arsenal."

"Overall, we have seen about eighty-seven percent reduction of the number of vulnerabilities that require urgency to remediate, specifically the number of criticals."

"I am utilizing the deep scanning capabilities in JFrog Xray product, and this feature is very handy because with other software, you don't know where the bad dependencies come from."

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

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

"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 solution is stable and reliable."

More JFrog Xray pros

"The best features of Wiz are its security capabilities, providing the best security for pharmaceutical products and industries, along with the required dashboard containing customer details and inventory management features."

"Wiz has helped my organization achieve zero criticals in its issue queues after a month."

"I rate Wiz's customer service as ten out of ten."

"The product's most valuable feature combines different contexts and attributes to produce highly confident alerts."

"Out of all the features, the one item that has been most valuable is the fact that Wiz puts into context all the pieces that create an issue, and applies a particular risk evaluation that helps us prioritize when we need to address a misconfiguration, vulnerability, or any issue that would put our environment into risk."

"Our most important features are those around entitlement, external exposure, vulnerabilities, and container security."

"The automation roles are essential because we ultimately want to do less work and automate more. The dashboards are easy to read and visually pleasing. You can understand things quickly, which makes it easy for our other teams. The network and infrastructure teams don't know as much about security as we do, so it helps to have a tool that's accessible and nice to look at."

"Wiz saves time by validating a network misconfiguration by not only looking at the cloud asset configuration but also by testing if a port that is stated to be open is actually open."

More Wiz pros

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."

"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."

"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."

"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."

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

More JFrog Xray cons

"There is also alert noise in larger environments that generates duplicate alerts for the same issues under different categories."

"Given the level of visibility into all the cloud environments Wiz provides, it would be nice if they could integrate some kind of mechanism to better manage tenants on multiple platforms. For example, let's say that some servers don't have an application they need, such as an antivirus. Wiz could include an API or something to push those applications out to the servers. It would be great if you could remedy these issues directly from the Wiz platform."

"An area that Wiz can still continue to improve is FinOps."

"One significant issue is that the searches are case-sensitive, so finding a misconfigured resource can become very challenging."

"We're looking at some of the data compliance stuff that they've got Jon offer. I know they're looking at container security, which we gonna be looking at next."

"The solution's container security could be improved."

"I cannot recommend Wiz to others until I have a clear understanding of its full capacity and benefits."

"Wiz's reporting capabilities could be refined a bit. They are making headway on that, but more executive-style dashboards would be nice. They just implemented a community aspect where you can share documents and feedback. This was something users had been requesting for a while. They are listening to customer feedback and making changes."

More Wiz cons

Pricing and Cost Advice

Information not available

"The pricing is fair and comparable to their competitors. The cost seems to be going up, which is a concern. There are potential savings from consolidating tools, but we're uncertain how Wiz's pricing will change over time."

"Based on the features and capabilities, the product pricing seems reasonable."

"Wiz is a moderately priced solution, where it is neither cheap nor costly."

"Regarding pricing, it’s more than $100k because we have a very big infrastructure. Our environment supports around three thousand people, and we offer business-to-client financial services to around one million clients, so we rely heavily on Wiz."

"The pricing is fair. Some of the more advanced features and functionalities and how the tiers are split can be somewhat confusing."

"The pricing seems pretty simple. We don't have to do a lot of calculations to figure out what the components are. They do it by enabling specific features, either basics or advanced, which makes it easy to select."

"The cost of the other solutions is comparable to Wiz."

"If one is cheap and ten is expensive, I rate the tool's price as a five out of ten."

More Wiz pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Manufacturing Company

Computer Software Company

Outsourcing Company

Financial Services Firm

25%

Manufacturing Company

12%

Computer Software Company

Government

Financial Services Firm

16%

Computer Software Company

12%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	8
Large Enterprise	20

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...

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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...

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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...

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What do you like most about JFrog Xray?

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

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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...

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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...

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What do you like most about Wiz?

With Wiz, we get timely alerts for leaked data or any vulnerabilities already existing in our environment.

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What is your experience regarding pricing and costs for Wiz?

My experience with pricing, setup cost, and licensing for Wiz was through an RFP where they offered us a good price, ...

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What needs improvement with Wiz?

I feel there is a delay in detection, though I am uncertain whether this is due to our implementation disadvantage. W...

See all answers

Comparisons

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Compared 25% of the time

Vulcan Cyber vs Zafran Security

Compared 10% of the time

Tenable Vulnerability Management vs Zafran Security

Compared 10% of the time

Nucleus vs Zafran Security

Compared 8% of the time

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Trivy vs JFrog Xray

Compared 12% of the time

Black Duck SCA vs JFrog Xray

Compared 10% of the time

Mend.io vs JFrog Xray

Compared 5% of the time

Veracode vs JFrog Xray

Compared 5% of the time

Prisma Cloud by Palo Alto Networks vs JFrog Xray

Compared 4% of the time

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Microsoft Defender for Cloud vs Wiz

Compared 8% of the time

Prisma Cloud by Palo Alto Networks vs Wiz

Compared 7% of the time

Orca Security vs Wiz

Compared 6% of the time

Upwind vs Wiz

Compared 4% of the time

Cyera vs Wiz

Compared 2% of the time

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Product Reports

Buyer's Guide

Zafran Security

December 2025

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Buyer's Guide

JFrog Xray

January 2026

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Buyer's Guide

Wiz

December 2025

Download Wiz product report

Also Known As

No data available

JFrog Security Essentials

No data available

Overview

Zafran Security integrates with existing security tools to identify and mitigate vulnerabilities effectively, proving that most critical vulnerabilities are not exploitable, optimizing threat management.

Zafran Security introduces an innovative operating model for managing security threats and vulnerabilities. By leveraging the threat exposure management platform, it pinpoints and prioritizes exploitable vulnerabilities, reducing risk through immediate remediation. This platform enhances your hybrid cloud security by normalizing vulnerability signals and integrating specific IT context data, such as CVE runtime presence and internet asset reachability, into its analysis. No longer reliant on patch windows, Zafran Security allows you to manage risks actively.

What are the key features of Zafran Security?

Threat Exposure Management: Utilizes existing tools to prioritize vulnerabilities and manage threats.
Integrative Analysis: Combines security data with IT context for precise vulnerability management.
Real-time Risk Reduction: Enables immediate risk management without waiting for patches.
Hybrid Cloud Compatibility: Functions across diverse cloud environments for comprehensive security.

What benefits can users expect from Zafran Security?

Improved Security: Enhances protection by efficiently identifying and mitigating risks.
Cost Efficiency: Reduces unnecessary patching expenses by confirming non-exploitable vulnerabilities.
Time Savings: Frees developers to focus on root causes by handling immediate threats.
Comprehensive Insight: Offers a holistic view of security threats and vulnerabilities.

In industries where security is paramount, such as finance and healthcare, Zafran Security provides invaluable protection by ensuring that only exploitable vulnerabilities are addressed. It allows entities to maintain robust security measures while allocating resources efficiently, fitting seamlessly into existing security strategies.

Zafran Security

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 is a highly efficient solution for data security posture management (DSPM), with a 100% API-based approach that provides quick connectivity and comprehensive scans of platform configurations and workloads. The solution allows companies to automatically correlate sensitive data with relevant cloud context, such as public exposure, user identities, entitlements, and vulnerabilities.This integration enables them to understand data accessibility, configuration, usage, and movement within their internal environments.

Wiz's Security Graph delivers automated alerts whenever risks emerge, allowing teams to prioritize and address the most critical issues before they escalate into breaches. Furthermore, Wiz ensures rapid and agentless visibility into critical data across various repositories, enabling organizations to easily determine the location of their data assets.

Wiz Features

Wiz provides various features in the following categories:

Agentless Scanning: The solution can scan every layer of a cloud environment without requiring agents, managing the entire process and providing comprehensive visibility.
Workflow Integration: Users can create customized workflows within Wiz to identify and assign actions based on urgency, integrating them with ticketing systems for quick and efficient remediation.
Vulnerability Management: Wiz's vulnerability management modules provide detailed analytics and visibility across cloud systems, streamlining the manual process of vulnerability discovery. The automated attack path analysis helps identify risks and trace potential points of exposure, allowing users to understand and mitigate them effectively and proactively.
CSPM (Cloud Security Posture Management): Wiz's CSPM module offers instant visibility into high-level risks to an enterprise’s cloud environment, covering all accounts without the need for agents.
Out-of-the-Box Reporting and Custom Queries: The service supports comprehensive reporting with asset context, allowing users to perform complex custom queries on the solution’s user-friendly interface.
Automation Roles and Dashboards: The solution facilitates automation by providing essential roles and dedicated dashboards that enable teams to understand security information quickly, even those with limited expertise.
Contextual Risk Evaluation: The service contextualizes the various components contributing to an issue, providing a risk evaluation framework that helps prioritize remediation efforts.
Security Graph and Visibility: Wiz's security graph offers visibility across the entire organization, even with multiple accounts, enabling users to understand their environment and assets effectively.

The Benefits of Wiz

Wiz offers the following benefits:

Comprehensive agentless scanning
Effective identification and mitigation of vulnerabilities
Streamlined vulnerability management
Robust reporting capabilities and customizable queries
Enhanced automation and role-based access control
Prioritized risk evaluation for efficient remediation
Security posture across multiple accounts

Reviews from Real Users

Kamran Siddique, VP Information Security at boxed.com, remarks his company has seen a ROI while using Wiz, as it simplifies the process by integrating multiple useful tools into one solution.

According to a Senior Security Architect at Deliveroo, Wiz has given their company a fresh approach to vulnerability management, as Wiz's native integrations are extremely useful and paramount to the operational success of their platform.

Get a demo | Wiz

Wiz

Sample Customers

Information Not Available

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

Wiz is the fastest growing software company ever - $100M ARR in 18 months: Wiz becomes the fastest-growing software company ever | Wiz Blog Discover why companies, including Salesforce, Morgan Stanley, Fox, and Bridgewater choose Wiz as their cloud security partner. Read their success stories here: Customers | Wiz

Buyer's Guide

JFrog Xray vs. Wiz

January 2026

Free Report: JFrog Xray vs. Wiz

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