JFrog Xray vs Prisma Cloud by Palo Alto Networks comparison

JFrog and Palo Alto Networks are both solutions in the Container Security category. JFrog is ranked #22 with an average rating of 8.0, while Palo Alto Networks is ranked #1 with an average rating of 8.5. JFrog holds a 3.8% mindshare in Container Security, compared to Palo Alto Networks’s 13.9% mindshare. Additionally, 100% of JFrog users are willing to recommend the solution, compared to 98% of Palo Alto Networks users who would recommend it.

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Executive SummaryUpdated on Mar 25, 2025

Prisma Cloud by Palo Alto Networks and JFrog Xray are competitors in the enterprise security solutions market. Prisma Cloud leads in pricing and customer support, while JFrog Xray is favored for its robust features and perceived value.

Features: Prisma Cloud offers extensive cloud security and compliance monitoring, integrates well with AWS, provides a single pane of glass for multi-cloud management, and features identity-based micro-segmentation. JFrog Xray excels in in-depth artifact scanning and vulnerability detection with integration into CI/CD pipelines and focuses heavily on vulnerability management, enhancing its security value over traditional tools.

Room for Improvement: Prisma Cloud can improve its integration with all components of cloud-native security for seamless usability. It can also enhance its user interface for non-technical users and expand detailed alert management. JFrog Xray requires better initial setup guidance, needs more streamlined licensing and vulnerability alert precision for extremely large projects, and can enhance its user experience for first-time users.

Ease of Deployment and Customer Service: Prisma Cloud is noted for its easy deployment and excellent customer support with comprehensive resources. It easily integrates into cloud environments, reducing deployment complexities. JFrog Xray necessitates more elaborate configuration due to its detailed integration with CI/CD pipelines but offers solid customer support post-installation.

Pricing and ROI: Prisma Cloud presents an attractive pricing model with balanced costs against features. Its cost-effectiveness makes it appealing for companies looking for broader cloud security. JFrog Xray demands a higher initial investment, justified by its enhanced security capabilities, making it suitable for enterprises heavily focused on DevOps security.

To learn more, read our detailed JFrog Xray vs. Prisma Cloud by Palo Alto Networks Report (Updated: February 2025).

Buyer's Guide

JFrog Xray vs. Prisma Cloud by Palo Alto Networks

February 2025

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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

SentinelOne Singularity Clo...

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

VP - Information Technology at a financial services firm with 201-500 employees

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.

Read full review

Mokshi Pandita

DevOps Engineer at Rambøll Danmark A/S

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.

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Mohammad Qaw

Senior Security Consultant at helpag

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.

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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

"The key strength of Singularity Cloud Security lies in its ability to pinpoint vulnerabilities in our cloud accounts and identify suspicious activity that warrants further investigation."

"The solution helped free other staff to work on other projects or other tasks. We basically just had to do a bunch of upfront configuring. With it, we do not have to spend as much time in the console."

"All the features we use are equal and get the job done."

"Its performance impact on the systems is low, which means there is a minimal impact on system performance compared to traditional antivirus solutions."

"I did a lot of research before signing up and doing the demo. They have a good reputation as far as catching threats early on."

"The offensive security where they do a fix is valuable. They go to a misconfiguration and provide detailed alerts on what could be there. They also provide a remediation feature where if we give the permission, they can also go and fix the issue."

"Singularity Cloud Security offers autonomous response capabilities, automatically remediating threats and restoring affected files without manual intervention."

"PingSafe's most valuable feature is its unified console."

More SentinelOne Singularity Cloud Security pros

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

"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."

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

"The solution is stable and reliable."

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

"Good reporting functionalities."

"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."

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

More JFrog Xray pros

"The container and serverless security is most valuable. It is quite a new technology for this region. Even though containers have been there for a long time, the adoption of containers is very minimal in this region. When it comes to using Kubernetes containers in a complex architecture, there is a lack of security in the market. People aren't aware of the security controls or the process for governance. Container security provided by Prisma Cloud is quite good at filling that gap."

"The framework to configure controls is pretty good; it's pretty sophisticated. We can implement a fair amount of testing for a fair number of controls."

"One of the main reasons we like Prisma Cloud so much is that they also provide an API. You can't expect to give someone an account on Prisma Cloud, or on any tool for that matter, and say, "Go find your things and fix them." It doesn't work like that... We pull down the information from the API that Prisma Cloud provides, which is multi-cloud, multi-account—hundreds and hundreds of different types of alerts graded by severity—and then we can clearly identify that these alerts belong to these people, and they're the people who must remediate them."

"Due to the maturity of most companies, security posture management is the most valuable feature."

"Through Prisma Cloud, we can write Lambda functions, configure policies to check the security posture, and get reports. We can do a lot more."

"The most valuable features of Prisma Cloud are its cloud security posture management and cloud workload protection capabilities."

"We are provided with a single tool to protect all of our cloud resources and applications without having to manage and reconcile compliance reports."

"It provides insights into potential vulnerabilities in our code, helping us identify and rectify issues before they can be exploited."

More Prisma Cloud by Palo Alto Networks pros

Cons

"They can work on policies based on different compliance standards."

"If I had to pick a complaint, it would be the way the hosts are listed in the tool. You have different columns separated by endpoint name, Cloud Account, and Cloud Instances ID. I wish there was something where we could change the endpoint name and not use just the IP address. We would like to have custom names or our own names for the instances. If I had a complaint, that would be it, but so far, it meets all the needs that we have."

"The cost has the potential for improvement."

"The SentinelOne customer support needs improvement, as they are sometimes late in responding, which is critical in a production issue."

"The categorization of the results from the vulnerability assessment could be improved."

"In some cases, the rules are strictly enforced but do not align with real-world use cases."

"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."

"We recently adopted a new ticket management solution, so we've asked them to include a connector to integrate that tool with Cloud Native Security directly. We'd also like to see Cloud Native Security add a scan for personally identifying information. We're looking at other tools for this capability, but having that functionality built into Cloud Native Security would be nice. Monitoring PII data is critical to us as an organization."

More SentinelOne Singularity Cloud Security cons

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

"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."

"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."

"JFrog Xray does not have a dashboard."

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

More JFrog Xray cons

"Based on my experience, the customization—especially the interface and some of the product identification components—is not as customizable as it could be. But it makes up for that with the fact that we can access the API and then build our own systems to read the data and then process and parse it and hand it to our teams."

"The UI is good, however, they could improve the experience."

"One of the main backlogs in their development is in the area of integration. For example, we have ServiceNow in place for ticket management and Prisma Cloud is supposed to send closure emails for incidents. But from time to time, it fails to do so. We have several other mismatches between Prisma Cloud and ServiceNow."

"When it comes to protecting the full cloud-native stack, it has the right breadth. They're covering all the topics I would care about, like container, cloud configuration, and serverless. There's one gap. There could be a better set of features around identity management—native AWS—IAM roles, and service account management. The depth in each of those areas varies a little bit. While they may have the breadth, I think there's still work to do in flushing out each of those feature sets."

"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."

"While Prisma provides a lot of visibility, it also creates a ton of work. Most customers that implement Prisma Cloud have thousands of alerts that are urgent."

"The alignment of Twistlock Defender agents with image repositories needs improvement. These deployed agents have no way of differentiating between on-premise and cloud-based image repositories. If I deploy a Defender agent to secure an on-premise Kubernetes cluster, that agent also tries to scan my ECR image repositories on AWS. So, we have limited options for aligning those Defenders with the repositories that we want them to scan. It is scanning everything rather than giving us the ability to be real granular in choosing which agents can scan which repositories."

"One of the requests is that Prisma Defender for the ECS solution is only supported for Linux. It does not support Windows."

More Prisma Cloud by Palo Alto Networks cons

Pricing and Cost Advice

"I understand that SentinelOne is a market leader, but the bill we received was astronomical."

"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."

"The pricing is fair. It is not inexpensive, and it is also not expensive. When managing a large organization, it is going to be costly, but it meets the business needs. In terms of what is out there on the market, it is fair and comparable to what I have seen, so I do not have any complaints about the cost"

"Their pricing appears to be based simply on the number of accounts we have, which is common for cloud-based products."

"Its pricing was a little less than other providers."

"For pricing, it currently seems to be in line with market rates."

"SentinelOne is relatively cheap. If ten is the most expensive, I would rate it a seven."

"I am personally not taking care of the pricing part, but when we moved from CrowdStrike to PingSafe, there were some savings. The price of CrowdStrike was quite high. Compared to that, the price of PingSafe was low. PingSafe is charging based on the subscription model. If I want to add an AWS subscription, I need to pay more. It should not be based on subscription. It should be based on the number of servers that I am scanning."

More SentinelOne Singularity Cloud Security pricing and cost advice

Information not available

"We are encountering some resistance in the African market regarding the cost of Prisma Cloud."

"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."

"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."

"Prisma Cloud licensing works on credits."

"Although the cost can be high, the value is worth the price tag."

"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 by Palo Alto Networks has helped the company save some money. Cost-wise, it's okay."

"The licensing cost is a bit high on the compute side."

More Prisma Cloud by Palo Alto Networks pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

17%

Financial Services Firm

16%

Manufacturing Company

Government

Financial Services Firm

26%

Manufacturing Company

13%

Computer Software Company

12%

Government

Educational Organization

17%

Financial Services Firm

13%

Computer Software Company

13%

Manufacturing Company

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...

See all answers

What is your experience regarding pricing and costs for PingSafe?

It is cost-effective compared to other solutions in the market.

See all answers

What needs improvement with PingSafe?

In version 2, a lot of rules have been deployed for Kubernetes security and CDR, which makes a lot of issues of criti...

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?

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

See all answers

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...

See all answers

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.

See all answers

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...

See all answers

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...

See all answers

Comparisons

Wiz vs SentinelOne Singularity Cloud Security

Compared 24% of the time

AWS GuardDuty vs SentinelOne Singularity Cloud Security

Compared 8% of the time

Microsoft Defender for Cloud vs SentinelOne Singularity Cloud Security

Compared 7% of the time

Orca Security vs SentinelOne Singularity Cloud Security

Compared 6% of the time

Check Point CloudGuard CNAPP vs SentinelOne Singularity Cloud Security

Compared 5% of the time

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Black Duck vs JFrog Xray

Compared 16% of the time

Trivy vs JFrog Xray

Compared 14% of the time

Veracode vs JFrog Xray

Compared 7% of the time

GitHub Dependabot vs JFrog Xray

Compared 5% of the time

Mend.io vs JFrog Xray

Compared 5% of the time

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Wiz vs Prisma Cloud by Palo Alto Networks

Compared 22% of the time

Microsoft Defender for Cloud vs Prisma Cloud by Palo Alto Networks

Compared 12% of the time

CrowdStrike Falcon Cloud Security vs Prisma Cloud by Palo Alto Networks

Compared 5% of the time

Aqua Cloud Security Platform vs Prisma Cloud by Palo Alto Networks

Compared 5% of the time

Orca Security vs Prisma Cloud by Palo Alto Networks

Compared 2% of the time

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Product Reports

Buyer's Guide

SentinelOne Singularity Cloud Security

March 2025

SentinelOne Singularity Cloud Security report

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Buyer's Guide

JFrog Xray

March 2025

Download JFrog Xray product report

Buyer's Guide

Prisma Cloud by Palo Alto Networks

March 2025

Prisma Cloud by Palo Alto Networks report

Download Prisma Cloud by Palo Alto Networks product report

Also Known As

PingSafe

JFrog Security Essentials

Prisma Public Cloud, RedLock Cloud 360, RedLock, Twistlock, Aporeto

Overview

SentinelOne Singularity Cloud Security protects cloud workloads, offering advanced threat detection and automated response. It integrates seamlessly with cloud environments and secures containerized applications and virtual machines against vulnerabilities.

SentinelOne Singularity Cloud Security is renowned for its efficiency in mitigating threats in real-time. The platform integrates effortlessly with existing cloud environments, ensuring robust cloud security management with minimal manual intervention. Securing containerized applications and virtual machines, it excels in threat intelligence and endpoint protection. However, improvements are needed in performance during high workload periods, and more integrations with third-party tools and better documentation would be beneficial. Users often find the installation process complex, support response times slow, and the dashboard's navigation unintuitive.

What are the key features of SentinelOne Singularity Cloud Security?

Real-time Threat Detection: Identifies and mitigates threats as they occur.
Automated Response: Automatically responds to threats to minimize impact.
Ease of Deployment: Simple setup process with scalable options.
Machine Learning Insights: AI-driven insights enhance threat prevention.
Seamless Integration: Integrates with cloud environments for unified security management.

What are the primary benefits or ROI to expect from SentinelOne Singularity Cloud Security?

Enhanced Threat Mitigation: Improved security against real-time threats.
Reduced Manual Intervention: Automated processes save time and resources.
Scalability: Easily adapts to growing security requirements.
Centralized Management: Manage security across platforms from a single console.
Advanced Threat Intelligence: Provides in-depth analysis and protection.

In specific industries, SentinelOne Singularity Cloud Security is implemented to safeguard critical data and infrastructure. Organizations in finance, healthcare, and technology depend on its real-time threat detection and automated response to protect sensitive information. Its ability to secure containerized applications and virtual machines is particularly valuable in dynamic environments where rapid scaling is necessary.

SentinelOne

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

Prisma Cloud by Palo Alto Networks delivers comprehensive security for cloud environments, focusing on workload protection, identity creation, and seamless AWS integration. Its cloud visibility and control, combined with thorough vulnerability scanning, help maintain robust security across multi-cloud platforms.

Prisma Cloud provides essential capabilities for cloud security posture management, container security, and compliance monitoring. Enterprises utilize it to secure cloud configurations, detect vulnerabilities, and ensure regulatory compliance, spanning AWS, Azure, and Google Cloud. Its runtime management, identity-based micro-segmentation, and threat detection enhance cybersecurity. Despite needing improvements in documentation, integration complexities, UI, and the need for role-based access control refinement, it remains pivotal for securing assets across cloud infrastructures, particularly with its capabilities for vulnerability scanning and CI/CD pipeline integration.

What are the key features?

Workload Identity Creation: Establishes identities for cloud workloads, enhancing security through precise access management.
Dynamic Workload Protection: Protects applications dynamically, securing resources during runtime.
Integration with AWS Products: Seamlessly integrates with AWS services, maximizing the efficiency of cloud operations.
Automated Forensics: Provides detailed insights through automated investigations and runtime mapping between containers.
Application Dependency Map: Enables compliance and asset management through comprehensive inventory functionality.

What benefits or ROI should users expect?

Proactive Threat Prevention: Enhances security measures with advanced threat detection and prevention.
Cloud Visibility and Control: Offers control across multi-cloud environments, ensuring users maintain a strong security posture.
Prevention Capabilities: Users value its ability to prevent vulnerabilities and threats effectively.
Integration Capabilities: Supports seamless integration into existing cloud infrastructures and CI/CD pipelines.

In industries like finance, healthcare, and retail, Prisma Cloud is implemented to strengthen cybersecurity measures, facilitate regulatory compliance, and enhance governance. Organizations leverage its features to secure sensitive data, monitor configurations, and integrate security processes within CI/CD workflows, ensuring robust protection across complex cloud infrastructures.

Palo Alto Networks

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

Buyer's Guide

JFrog Xray vs. Prisma Cloud by Palo Alto Networks

February 2025

Free Report: JFrog Xray vs. Prisma Cloud by Palo Alto Networks

Find out what your peers are saying about JFrog Xray vs. Prisma Cloud by Palo Alto Networks and other solutions. Updated: February 2025.

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