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JFrog Xray vs Prisma Cloud by Palo Alto Networks comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Mar 25, 2025

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

SentinelOne Singularity Clo...
Sponsored
Ranking in Container Security
3rd
Average Rating
8.8
Reviews Sentiment
7.9
Number of Reviews
110
Ranking in other categories
Vulnerability Management (6th), Cloud and Data Center Security (5th), Cloud Workload Protection Platforms (CWPP) (4th), Cloud Security Posture Management (CSPM) (3rd), Cloud-Native Application Protection Platforms (CNAPP) (3rd), Compliance Management (2nd)
JFrog Xray
Ranking in Container Security
22nd
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
8
Ranking in other categories
Vulnerability Management (25th), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (1st)
Prisma Cloud by Palo Alto N...
Ranking in Container Security
1st
Average Rating
8.4
Reviews Sentiment
7.3
Number of Reviews
110
Ranking in other categories
Web Application Firewall (WAF) (6th), Cloud Security Posture Management (CSPM) (2nd), Cloud-Native Application Protection Platforms (CNAPP) (1st), Data Security Posture Management (DSPM) (1st)
 

Mindshare comparison

As of April 2025, in the Container Security category, the mindshare of SentinelOne Singularity Cloud Security is 2.1%, up from 1.0% compared to the previous year. The mindshare of JFrog Xray is 3.8%, up from 1.9% compared to the previous year. The mindshare of Prisma Cloud by Palo Alto Networks is 13.9%, down from 17.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Security
 

Featured Reviews

Andrew W - PeerSpot reviewer
Tells us about vulnerabilities as well as their impact and helps to focus on real issues
Looking at all the different pieces, it has got everything we need. Some of the pieces we do not even use. For example, we do not have Kubernetes Security. We are not running any K8 clusters, so it is good for us. Overall, we find the solution to be fantastic. There can be additional education components. This may not be truly fair to them because of what the product is going for, but it would be great to see additional education for compliance. It is not a criticism of the tool per se, but anything to help non-development resources understand some of the complexities of the cloud is always appreciated. Any additional educational resources are always helpful for security teams, especially those without a development background.
Mokshi Pandita - PeerSpot reviewer
An intelligent solution that prioritizes which vulnerability to target first in your project
We could create any number of repositories, but we can create only thirty projects with JFrog Xray. If I want things to work, it has to be one project and multiple repositories that belong to different real projects. So I have a limitation of thirty projects, despite being a premium customer. JFrog Xray does not have a dashboard. Although I am able to generate reports, there is no proper dashboard where I can see the total number of vulnerabilities, the total number of license issues, and how many vulnerabilities are fixed. Second, I found the shift left approach missing with JFrog Xray. JFrog Xray has integration with IDEs, but it does not tell you about the vulnerabilities until the artifact is created. However, Snyk could directly integrate with your repository and would not allow you to build unless you fix the problem.
Mohammad Qaw - PeerSpot reviewer
It gives you one console to see all of your assets, review their configurations, and build your processes
Most customers use Prisma Cloud for visibility and compliance. Prisma has so many features, but many organizations do not use them. They primarily use the visibility part to connect all their cloud accounts and hosts for visibility to see if they are missing any security controls or if they have any misconfigurations. You can connect it to cloud environments such as Azure, AWS, Oracle Cloud, Alibaba, etc., or to an on-prem data center. Prisma Cloud gives you so many options to automate processes related to your daily operations. When it comes to cybersecurity, you can automate things with their existing APIs. They also have out-of-the-box integrations with many solutions. I have not seen any limitations. Everything is customizable. You can do whatever you want, defining the reporting and custom use cases. They recently updated the UI, so it's much better than before.

Quotes from Members

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

Pros

"My favorite feature is Storyline."
"The cloud misconfiguration is the most valuable feature."
"SentinelOne Singularity Cloud Security has improved our security posture."
"The UI is responsive and user-friendly."
"For Singularity, the task capability is easy to use and it has a very intuitive dashboard, which streamlines the processes."
"The most valuable features of PingSafe are the asset inventory and issue indexing."
"PingSafe offers security solutions for both Kubernetes and CI/CD pipelines."
"The offensive security feature is valuable because it publicly detects the offensive and vulnerable things present in our domain or applications. It checks any applications with public access. Some of the applications give public access to certain files or are present over a particular domain. It detects and lets us know with evidence. That is quite good. It is protecting our infrastructure quite well."
"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."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"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."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"It also provides us with a single tool to manage our entire cloud architecture. In fact, we are using a multi-account strategy with our AWS organization. We use Prisma as a single source of truth to identify high- or medium-severity threats inside our organization."
"Prisma Cloud's real-time detection and monitoring of our entire system is the most useful."
"The thing that I like the most is that when it comes to runtime events, whenever we see an event, we are able to look through the logs. It is pretty easy to look back through everything that took place."
"It provides good visibility and control regardless of the complexity."
"The solution's dashboard looks very user-friendly."
"The runtime mechanism on the solution is very useful. It's got very good network mapping between containers. If you have more than one container, you can create a content data link between them."
"The solution offers very good configuration capabilities."
"The most valuable features are the alerts and auto-remediation because it allows us a lot of flexibility to customize and do things the Palo Alto team never intended. We faced some challenges with certificates because we also have next-gen firewalls. We would like to equip all the traffic because there have been many cases in which the developers have done things by mistake. Deploying certificates on virtual machines can be complex in a development environment, but we managed to do that with Prisma Cloud."
 

Cons

"PingSafe can be improved by developing a comprehensive set of features that allow for automated workflows."
"For vulnerabilities, they are showing CVE ID. The naming convention should be better so that it indicates the container where a vulnerability is present. Currently, they are only showing CVE ID, but the same CVE ID might be present in multiple containers. We would like to have the container name so that we can easily fix the issue."
"The recommended actions aren't always specific, so it might suggest recommendations that don't apply to the particular infrastructure code I'm reviewing."
"To enhance the notification system's efficiency, resolved issues should be promptly removed from the portal."
"One area for improvement could be the internal analysis process, specifically the guidance provided for remediation."
"The Infrastructure as Code service available in PingSafe and the services available in AWS cloud security can be merged so that we can get the security data directly from AWS cloud in PingSafe. This way, all the data related to security will be in one single place. Currently, we have to check a couple of things on PingSafe, and we have to validate that same data on the AWS Cloud to be sure. If they can collaborate like that, it will be great."
"In version 2, a lot of rules have been deployed for Kubernetes security and CDR, which makes a lot of issues of critical severity, whereas they are not critical or of high severity. There is a mismatch of severities."
"The documentation that I use for the initial setup can be more detailed or written in a more user-friendly language to avoid troubles."
"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."
"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."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"JFrog Xray's documentation and error logging could be improved."
"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."
"Lacks deeper reporting, the ability to compare things."
"When it comes to compliance, the issue is that when we are exporting the reports, there is only a single compliance option. If I need to report on multiple compliance requirements, that feature isn't available. For example, I made a single report for ISO 27000 but I can't correlate it with GDPR."
"Sometimes we do get false alerts. That should be improved."
"I don't have any specific notes for improvement; however, if they could continue to focus more on giving users the ability to create custom policies and configurations, that would be ideal."
"The automation must continue to become much smoother."
"We would like to have the detections be more contemporaneous. For example, we've seen detections of an overprivileged user or whatever it might be in any of the hundreds of Prisma policies, where there are 50 minutes of latency between the event and the alert."
"The data security model needs improvement due to integration issues with certain features and cloud providers. With Palo Alto now utilizing a tool from an Israeli startup in Prisma Cloud, the integration is slow, and some features are blocked or not supported."
"The UI could use some improvement; we usually find the information we're looking for, but what fields can be clicked on and what workflow to follow to get the required information is not always evident. Sometimes we're all over the place, clicking around to drill in and uncover the alert and investigation details we're looking for."
"Getting new guys trained on using the solution requires some thought. If someone is already trained on Palo Alto then he's able to adapt quickly. But, if someone is coming from another platform such as Fortinet, or maybe he's from the system side, that is where we need some help. We need to find out if there is an online track or training that they can go to."
 

Pricing and Cost Advice

"The licensing is easy to understand and implement, with some flexibility to accommodate dynamic environments."
"Its pricing is okay. It is in line with what other providers were providing. It is not cheap. It is not expensive."
"It's not expensive. The product is in its initial growth stages and appears more competitive compared to others. It comes in different variants, and I believe the enterprise version costs around $55 per user per year. I would rate it a five, somewhere fairly moderate."
"I understand that SentinelOne is a market leader, but the bill we received was astronomical."
"The tool is cost-effective."
"The price depends on the extension of the solution that you want to buy. If you want to buy just EDR, the price is less. XDR is a little bit more expensive. There are going to be different add-ons for Singularity."
"It is not that expensive. There are some tools that are double the cost of PingSafe. It is good on the pricing side."
"SentinelOne offers excellent pricing and licensing options."
Information not available
"The product is very expensive, but the cost is a necessary evil; I don't know how we could have any kind of cloud presence without this type of monitoring. The pricing is calculated by module and resource usage. Ultimately, it saves us money in the amount of time we would spend uncovering what it uncovers, and we might not make the required discoveries without it anyway. Prisma offers incredible value, though I wish it were cheaper."
"Regarding Prisma Cloud's pricing, we started small, and then we just kept on growing."
"I don't know a better way to do it, but their licensing is a little confusing. That's due to the breadth of different types of technologies they are trying to cover. The way you license depends on where you're securing. When they were Twistlock it was a simple licensing scheme and you could tell what you were doing. Now that they've changed that scheme with Palo Alto, it is quite confusing. It's very difficult to predict what your costs are going to be as you try to expand coverage."
"Its price is reasonable as compared to other products. The main challenge is explaining the licensing model to customers. It isn't a problem related to Palo Alto. Commonly, people don't understand cloud licensing or security licensing. When they have fixed virtual machines, they know what they are going to be charged, but when it comes to cloud automation, it is hard for them to get clarity in case of high workloads or when they have enabled auto-scaling, etc. It would be helpful if Palo Alto can educate people on their licensing programs."
"It is an expensive tool. It is not cheap technology. It is a serious investment for any customer. Customers typically buy it together with services. In my experience, customers buying Prisma Cloud are prepared to pay for the implementation and the tool itself."
"Prisma Cloud is cost-efficient, but the credits are on the higher end."
"Its licensing cost depends on the type of license such as the business license or the enterprise license. The enterprise license is costlier than the business license, but we get more visibility and more modules. If you have a multi-cloud environment and subscribe to each cloud's native CSPM tool, it is costly. If you are using a single tool like Prisma Cloud, with a single license, you can monitor all environments, such as Google Cloud, Azure, AWS, and Oracle Cloud. The cost of Prisma Cloud is less than the cost of subscribing to the CSPM tool of each cloud provider. This is where Prisma Cloud can save costs."
"It is fairly priced. However, its price can be better so that small banks or small organizations can afford it and adopt it to secure their environment and data."
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Top Industries

By visitors reading reviews
Computer Software Company
17%
Financial Services Firm
16%
Manufacturing Company
9%
Government
5%
Financial Services Firm
26%
Computer Software Company
12%
Manufacturing Company
12%
Government
5%
Educational Organization
16%
Financial Services Firm
13%
Computer Software Company
13%
Manufacturing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about PingSafe?
The dashboard gives me an overview of all the things happening in the product, making it one of the tool's best featu...
What is your experience regarding pricing and costs for PingSafe?
It is cost-effective compared to other solutions in the market.
What needs improvement with PingSafe?
SentinelOne Singularity Cloud Security is an excellent CSPM tool, but its CWPP features need improvement, and there i...
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?
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL. More support ...
What is your primary use case for JFrog Xray?
Our primary use case for X-ray includes multiple activities such as security and vulnerability scanning. We already u...
What is your primary use case for Prisma Cloud by Palo Alto Networks ?
Prisma Cloud helps support DevSecOps methodologies, making those responsibilities easier to manage.
What Cloud-Native Application Protection Platform do you recommend?
We like Prisma Cloud by Palo Alto Networks, since it offers us incredible visibility into our entire cloud system. We...
What do you think of Aqua Security vs Prisma Cloud?
Aqua Security is easy to use and very manageable. Its main focus is on Kubernetes and Docker. Security is a very valu...
 

Also Known As

PingSafe
JFrog Security Essentials
Prisma Public Cloud, RedLock Cloud 360, RedLock, Twistlock, Aporeto
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Amgen, Genpact, Western Asset, Zipongo, Proofpoint, NerdWallet, Axfood, 21st Century Fox, Veeva Systems, Reinsurance Group of America
Find out what your peers are saying about JFrog Xray vs. Prisma Cloud by Palo Alto Networks and other solutions. Updated: April 2025.
849,190 professionals have used our research since 2012.