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

Download the report

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

Download the complete report

Helped 881,036 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

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.

Read full review

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.

Read full review

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.

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

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

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

"Zafran is an excellent tool."

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

"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."

"The solution is stable and reliable."

"Good reporting functionalities."

"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."

"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."

"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 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."

More JFrog Xray pros

"Wiz offers greater visibility and more in-depth findings in terms of configuration, misconfiguration, and vulnerabilities."

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

"Wiz stands out for its strengths, particularly in agentless scanning and graph-based risk prioritization, in addition to its comprehensive CNAPP capabilities and multi-cloud coverage."

"Wiz is a very powerful product technologically."

"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."

"The tool is very powerful in nature."

"The security baseline and vulnerability assessments is the valuable feature."

"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."

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

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

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

"Lacks deeper reporting, the ability to compare things."

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

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

More JFrog Xray cons

"Wiz does encounter some glitches similar to other tools in the market; I remember facing certain challenges, such as problems scanning encrypted disks or discrepancies in the findings from already remediated vulnerabilities not reflecting accurately in the tool."

"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."

"In Brazil, the cost is a significant issue due to the currency exchange rate."

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

"Wiz can be improved with better maturity in code scanning and developer workflows, expanding secret detection to full lifecycle management, stronger IAM across multi-account environments, more transparent attack path scoring and risk modeling, improved AI and ML security scanning, reduced false positives in runtime threat detection, more fine-grained access control and tenant separation, and better integration for serverless workloads."

"The remediation workflow within the Wiz could be improved."

"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."

"They could improve the product's visibility in the internal network topology."

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."

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

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

"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."

"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."

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

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

More Wiz pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Vulnerability Management solutions are best for your needs.

See recommendations

881,036 professionals have used our research since 2012.

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

15%

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...

See all answers

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...

See all answers

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...

See all answers

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 i...

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 l...

See all answers

What do you like most about Wiz?

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

See all answers

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, ...

See all answers

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

Wiz Code vs Zafran Security

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

More Zafran Security Competitors

Trivy vs JFrog Xray

Compared 11% of the time

Black Duck SCA vs JFrog Xray

Compared 9% of the time

Mend.io vs JFrog Xray

Compared 5% of the time

Veracode vs JFrog Xray

Compared 5% of the time

Sonatype Lifecycle vs JFrog Xray

Compared 4% of the time

More JFrog Xray Competitors

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

More Wiz Competitors

Product Reports

Buyer's Guide

Zafran Security

January 2026

Download Zafran Security product report

Buyer's Guide

JFrog Xray

January 2026

Download JFrog Xray product report

Buyer's Guide

Wiz

January 2026

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

Find out what your peers are saying about JFrog Xray vs. Wiz and other solutions. Updated: January 2026.

DOWNLOAD NOW

881,036 professionals have used our research since 2012.

See our JFrog Xray vs. Wiz report.

See our list of best Vulnerability Management vendors and best Container Security vendors.

We monitor all Vulnerability Management reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.