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Cortex Cloud by Palo Alto Networks vs JFrog Xray comparison

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Comparison Buyer's Guide

Executive Summary

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
Sponsored
Ranking in Vulnerability Management
18th
Average Rating
9.6
Reviews Sentiment
7.8
Number of Reviews
6
Ranking in other categories
Continuous Threat Exposure Management (CTEM) (3rd)
Cortex Cloud by Palo Alto N...
Ranking in Vulnerability Management
38th
Average Rating
8.6
Reviews Sentiment
5.4
Number of Reviews
5
Ranking in other categories
Cloud Workload Protection Platforms (CWPP) (17th), Cloud Security Posture Management (CSPM) (23rd), Cloud-Native Application Protection Platforms (CNAPP) (16th), Data Security Posture Management (DSPM) (14th), Software Supply Chain Security (14th), Cloud Infrastructure Entitlement Management (CIEM) (7th), Application Security Posture Management (ASPM) (9th), Cloud Detection and Response (CDR) (9th)
JFrog Xray
Ranking in Vulnerability Management
37th
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)
 

Featured Reviews

Reviewer6233 - PeerSpot reviewer
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.
Nuno-Santos - PeerSpot reviewer
Cybersecurity Analyst at a tech services company with 11-50 employees
Has improved real-time threat detection and unified cloud protection through AI and automation
Cortex Cloud by Palo Alto Networks is creating some confusion in terms of names because this is recent. They changed the names of the products and are now clarifying their offer. The family of the products is not easy to follow because it's very recent. Regarding the generative AI security tool, I know for sure it's Agentic. Based on my experience with Palo Alto, I can suggest what Cortex Cloud by Palo Alto Networks could make better or what additional functions could be added. This is the best tool in the market. It's not the time to tell what they could do better because it's a recent tool. The market is now adopting it. Our experience doesn't show that they need to do more.
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.

Quotes from Members

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

Pros

"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 is an excellent tool."
"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."
"We are able to see the real risk of a vulnerability on our environment with our security tools."
"We saw benefits from Zafran Security almost immediately after deploying it."
"The AI and automation features in detecting and responding to high-risk threats are impressive; it's one of the best tools regarding AI technology and unifies security in one platform in real-time, improving vulnerability analysis, incident response, and compliance reporting."
"I have absolutely seen improvements in our incident close rates, with mean time to detect and respond reduced significantly, sometimes by at least forty to fifty percent."
"Overall, Cortex Cloud by Palo Alto Networks is a technically strong product, and I rate it ten out of ten."
"I have seen several benefits from using Cortex Cloud by Palo Alto Networks: It was easy to use and easy to migrate from the IBM platform."
"Cortex Cloud by Palo Alto Networks has impacted our organization positively by keeping our machines secure and our team using the dashboard to find issues quickly."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"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."
"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."
"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 solution is stable and reliable."
 

Cons

"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."
"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."
"Overall, I rate Cortex Cloud by Palo Alto Networks as an eight out of ten. I think that it could improve on price, as I know that the Google solution has the best price, and this is one of the conditions."
"The pricing is high, making ROI challenging to justify, especially during transitions between solutions."
"Some aspects of the GUI can be confusing and make it difficult for me to find certain options or navigate where needed."
"Cortex Cloud by Palo Alto Networks is creating some confusion in terms of names because this is recent."
"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."
"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 UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"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."
"Lacks deeper reporting, the ability to compare things."
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Manufacturing Company
8%
Computer Software Company
8%
Outsourcing Company
6%
Performing Arts
10%
Financial Services Firm
10%
Manufacturing Company
9%
Computer Software Company
8%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
9%
Government
5%
 

Company Size

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

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...
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...
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...
What is your experience regarding pricing and costs for Cortex Cloud by Palo Alto Networks?
The solution is costly, with high-end capabilities suitable for enterprises. It is less affordable for startups or sm...
What needs improvement with Cortex Cloud by Palo Alto Networks?
Regarding areas for improvement, the tool performs its functions well, but frequent name changes across Palo Alto Net...
What is your primary use case for Cortex Cloud by Palo Alto Networks?
Cortex Cloud by Palo Alto Networks serves as our primary tool for understanding our assets and performing API integra...
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 i...
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...
 

Also Known As

No data available
No data available
JFrog Security Essentials
 

Overview

 

Sample Customers

Information Not Available
Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about Cortex Cloud by Palo Alto Networks vs. JFrog Xray and other solutions. Updated: January 2026.
881,082 professionals have used our research since 2012.