JFrog Xray vs Prisma Cloud by Palo Alto Networks comparison

JFrog Xray vs. Prisma Cloud by Palo Alto Networks

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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 May 2025, in the Container Security category, the mindshare of SentinelOne Singularity Cloud Security is 2.4%, up from 1.0% compared to the previous year. The mindshare of JFrog Xray is 3.9%, up from 2.0% compared to the previous year. The mindshare of Prisma Cloud by Palo Alto Networks is 13.5%, down from 17.5% 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.

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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

"It gives me the information I need."

"Cloud Security has provided a single view to observe all workloads, prioritization for handling cloud assets, and reduced noise by distinguishing false positives effectively."

"Our previous product took a lot of man hours to manage. Once we got Singularity Cloud Workload Security, it freed up our time to work on other tasks."

"Singularity Cloud Workload Security provides us with better security detection and more visibility. It is another resource that we can use to detect vulnerabilities in our company's systems. For example, it can help us detect new file processes that we are not familiar with, which could be used by attackers to exploit our systems. Singularity Cloud Workload Security can also help us diagnose and analyze data to determine whether it is malicious or not. Singularity Cloud Workload Security is like another pair of eyes that can help us protect our systems from cyberattacks."

"The most valuable feature is the ability to gain deep visibility into the workloads inside containers."

"The dashboard is intuitive in terms of design and functionality. Additionally, it gives me an email for all the findings that are open."

"The most valuable features of SentinelOne Singularity Cloud Security are the asset inventory and issue indexing."

"For Singularity, the task capability is easy to use and it has a very intuitive dashboard, which streamlines the processes."

More SentinelOne Singularity Cloud Security pros

"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."

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

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

"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."

"Good reporting functionalities."

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

More JFrog Xray pros

"This positively affected our confidence in your security and compliance. No matter how complex the environment is, the the seamless integration from the top layer itself give us the immediate visibility on the number of services."

"Cloud security posture management is the preferred feature among other vendors."

"It helps to identify the misconfigurations by monitoring regularly which helps to secure the organization's cloud environment."

"The CVEs are valuable because we used to have a tool to scan CVEs, at the language level, for the dependencies that our developers had. What is good about Prisma Cloud is that the CVEs are not only from the software layer, but from all layers: the language, the base image, and you also have CVEs from the host. It covers the full base of security."

"It has helped us understand the dynamic topology of our containers, and manage security through the application of policies that our pipelines apply straight from Git."

"Prisma Cloud's comprehensive platform offers a range of features, including runtime security and vulnerability assessments, through its Prisma Cloud Compute component."

"You can also integrate with Amazon Managed Services. You can also get a snapshot in time, whether that's over a 24-hour period, seven days, or a month, to determine what the estate might look like at a certain point in time and generate reports from that for vulnerability management forums."

"The solution will streamline and minimize manual efforts."

More Prisma Cloud by Palo Alto Networks pros

Cons

"In the Analytics section, there is a tab for showing the severity of open issues by day. There are three options: by week, by month, and for more than thirty days. However, despite being aware of many issues open for more than thirty days, it shows no data available."

"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. They need to work on severity management."

"Crafting customized policies can be tricky."

"The area of improvement is the cost, which is high compared to other traditional endpoint protections."

"SentinelOne Singularity Cloud Security takes four to five hours to detect and highlight an issue, and that time should be reduced."

"In addition to the console alerts, I would like SentinelOne Singularity Cloud Security to also send email notifications."

"While SentinelOne Singularity Cloud Security offers real-time response, there is room for improvement in alert accuracy."

More SentinelOne Singularity Cloud Security cons

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

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

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

"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."

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

"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."

More JFrog Xray cons

"Support is an area that needs improvement."

"There needs to be a mechanism that allows me to manually configure compliance more easily."

"We had some teething issues with Prisma Cloud by Palo Alto Networks, but overall, it did what we expected."

"In terms of securing cloud-native development at build time, a lot of improvement is needed. Currently, it's more a runtime solution than a build-time solution. For runtime, I would rate it at seven out of 10, but for build-time there is a lot of work to be done."

"Palo Alto should work on ease-of-use and the user-friendliness to be more competitive with some competing products."

"Currently, custom reports are available, but I feel that those reports are targeting just the L1 or L2 engineers because they are very verbose. So, for every alert, there is a proper description, but as a security posture management portal, Prisma Cloud should give me a dashboard that I can present to my stakeholders, such as CSO, CRO, or CTO. It should be at a little bit higher level. They should definitely put effort into reporting because the reporting does not reflect the requirements of a dashboard for your stakeholders. There are a couple of things that are present on the portal, but we don't have the option to customize dashboards or widgets. There are a limited set of widgets, and those widgets don't add value from the perspective of a security team or any professional who is above L1 or L2 level. Because of this, the reach of Prisma Cloud in an organization or the access to Prisma Cloud will be limited only to L1 and L2 engineers. This is something that their development team should look into."

"They should improve the user experience."

"It would be nice Prisma Cloud merged its modules for CSPM and infrastructure as code. It would simplify the pricing and make it easier for customers to evaluate the solution because there are different modules, and you need to add it to your subscription separately."

More Prisma Cloud by Palo Alto Networks cons

Pricing and Cost Advice

"It's a fair price for what you get. We are happy with the price as it stands."

"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"

"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."

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

"We have an enterprise license. It is affordable. I'm not sure, but I think we pay 150,000 rupees per month."

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

"SentinelOne is quite costly compared to other security platforms."

"Singularity Cloud Security by SentinelOne is cost-efficient."

More SentinelOne Singularity Cloud Security pricing and cost advice

Information not available

"The pricing and the licensing are both very fair... The biggest advice I would give in terms of costs would be to try to understand what the growth is going to look like. That's really been our biggest struggle, that we don't have an idea of what our future growth is going to be on the platform. We go from X number of licenses to Y number of licenses without a plan on how we're going to get from A to B, and a lot of that comes as a bit of a surprise. It can make budgeting a real challenge for it."

"Our licensing fees are $18,000 USD per year."

"The pricing is competitive; for the most part, the security firms have similar prices."

"You can expect a premium price because it is a premium quality product by a leading supplier."

"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."

"Prisma Cloud is a value-back cloud-managed solution; cloud-native solutions are quite expensive."

"The pricing is reasonable."

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

More Prisma Cloud by Palo Alto Networks pricing and cost advice

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849,686 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Computer Software Company

17%

Financial Services Firm

15%

Manufacturing Company

Government

Financial Services Firm

26%

Computer Software Company

13%

Manufacturing Company

12%

Government

Educational Organization

16%

Computer Software Company

13%

Financial Services Firm

13%

Manufacturing Company

10%

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...

Wiz vs SentinelOne Singularity Cloud Security

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Compared 5% of the time

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Compared 5% of the time

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Compared 15% of the time

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Compared 14% of the time

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Compared 6% of the time

GitHub Dependabot vs JFrog Xray

Compared 6% of the time

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Compared 5% of the time

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Compared 22% of the time

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Compared 11% of the time

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Compared 5% of the time

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Compared 5% of the time

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Compared 2% of the time

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Product Reports

SentinelOne Singularity Cloud Security

Download SentinelOne Singularity Cloud Security product report

SentinelOne Singularity Cloud Security report

JFrog Xray

Download JFrog Xray product report

Prisma Cloud by Palo Alto Networks

Download Prisma Cloud by Palo Alto Networks product report

Prisma Cloud by Palo Alto Networks 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

JFrog Xray vs. Prisma Cloud by Palo Alto Networks