JFrog Xray vs Lacework FortiCNAPP comparison

JFrog and Fortinet are both solutions in the Vulnerability Management category. JFrog is ranked #32 with an average rating of 7.3, while Fortinet is ranked #30 with an average rating of 8.0. JFrog holds a 1.5% mindshare in VM, compared to Fortinet’s 1.3% mindshare. Additionally, 90% of JFrog users are willing to recommend the solution, compared to 90% of Fortinet users who would recommend it.

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Executive SummaryUpdated on Jun 22, 2025

Lacework FortiCNAPP and JFrog Xray are competing products in the domain of security and vulnerability management. JFrog Xray seems to have the upper hand due to its robust feature set, making it a worthwhile investment despite the higher price.

Features: Lacework FortiCNAPP provides continuous cloud security monitoring, automated compliance checks, and anomaly detection. JFrog Xray offers advanced vulnerability scanning, deep artifact security, and comprehensive analysis of software components. JFrog Xray's features are critical for dependency management, distinguishing it from its competitor.

Room for Improvement: Lacework FortiCNAPP could enhance the coverage of its compliance reporting and further refine its anomaly detection accuracy. Improvements in interface user-friendliness and integration with additional platforms are also desirable. JFrog Xray could benefit from simplifying its deployment process and improving initial setup support. Enhanced integration capabilities with non-JFrog ecosystems and more intuitive user navigation would also be beneficial for users.

Ease of Deployment and Customer Service: Lacework FortiCNAPP offers a streamlined deployment process with excellent integration capabilities and responsive customer support. JFrog Xray, while slightly more complex to deploy, provides robust documentation and effective customer service. Here, Lacework FortiCNAPP has an advantage due to its simpler deployment process.

Pricing and ROI: Lacework FortiCNAPP presents an attractive pricing model with a quicker setup time, allowing faster ROI. JFrog Xray involves a higher initial setup cost but compensates with long-term benefits and extensive capabilities. While Lacework FortiCNAPP appears more economical initially, JFrog Xray's extended value might justify its higher initial investment for those requiring comprehensive security solutions.

To learn more, read our detailed JFrog Xray vs. Lacework FortiCNAPP Report (Updated: August 2025).

Buyer's Guide

JFrog Xray vs. Lacework FortiCNAPP

August 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

Zafran Security

Mindshare comparison

As of September 2025, in the Vulnerability Management category, the mindshare of Zafran Security is 1.0%, up from 0.1% compared to the previous year. The mindshare of JFrog Xray is 1.5%, up from 0.8% compared to the previous year. The mindshare of Lacework FortiCNAPP is 1.3%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vulnerability Management Market Share Distribution
Product	Market Share (%)
Zafran Security	1.0%
Lacework FortiCNAPP	1.3%
JFrog Xray	1.5%
Other	96.2%

Vulnerability Management

Featured Reviews

Israel Cavazos Landini

Associate Director IT Security Operations at a pharma/biotech company with 10,001+ employees

Weekly insights and risk analysis facilitate informed security decisions

I appreciate the weekly insights Zafran provides, which include critical topics for networks and IT security, allowing us to evaluate which insights apply to our environment. The organization score feature is valuable to keep the leadership team updated on how our infrastructure fares security-wise. The applicable risk level versus base risk level feature is beneficial because prior to Zafran, we only used the base risk level, but now understand that risk depends on the asset itself. Zafran is an excellent tool.

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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

Carlos Vitrano

Cloud security director at Medallia

Provides quick visibility and significantly reduces alerts

Its integrations with third-party SIEMs can be better. That is one of the things that we discussed with them. We have integrations, for instance, with Splunk. The data that we are receiving in Splunk is huge, and it is valid because Lacework has a bunch of data that they can provide to you. However, to be able to import the data and create alerts, we needed to do some work, so integration is one of the things that they can improve. For container security, how they scan images and how they provide results is something that they need to continue improving in terms of visibility. We already have visibility to several artifacts, but they can take that to the next level and see what else they can do. There can be better integrations with CI/CD pipelines. There can be improvements in terms of how we can take action or how we can report from the number of inventories they are providing to us.

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

"Zafran is an excellent tool."

"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."

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

"Zafran has become an indispensable tool in our cybersecurity arsenal."

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

"Good reporting functionalities."

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

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

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

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

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

"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."

More JFrog Xray pros

"I find the cloud configuration compliance scanning mature. It generates a lot of data and supports major frameworks like ISO 27001 or SOC 2, providing reports and datasets. Another feature I appreciate is setting custom alerts for specific events. Additionally, I value the agent-based monitoring and scanning for compute nodes. It gives us deeper insights into our workloads and helps identify vulnerabilities across our deployed assets."

"The most valuable feature, from a compliance perspective, is the ability to use Lacework as a platform for multiple compliance standards. We have to meet multiple standards like PCI, SOC 2, CIS, and whatever else is out there. The ability to have reports generated, per security standard, is one of the best features for me."

"The most valuable aspects are identifying vulnerabilities—things that are out there that we aren't aware of—as well as finding what path of access attackers could use, and being able to see open SSL or S3 buckets and the like."

"The best feature, in my opinion, is the ease of use."

"There are many valuable features that I use in my daily work. The first are alerts and the event dossier that it generates, based on the severity. That is very insightful and helps me to have a security cap in our infrastructure. The second thing I like is the agent-based vulnerability management, which is the most accurate information."

"Lacework is helping a lot in reducing the noise of the alerts. Usually, whenever you have a tool in place, you have a lot of noise in terms of alerts, but the time for an engineer to look into those alerts is limited. Lacework is helping us to consolidate the information that we are getting from the agents and other sources. We are able to focus only on the things that matter, which is the most valuable thing for us. It saves time, and for investigations, we have the right context to take action."

"For the most part, out-of-the-box, it tells you right away about the things you need to work on. I like the fact that it prioritizes alerts based on severity, so that you can focus your efforts on anything that would be critical/high first, moderate second, and work your way down, trying to continue to improve your security posture."

"The most valuable feature is Lacework's ability to distill all the security and audit logs. I recommend it to my customers. Normally, when I consult for other customers that are getting into the cloud, we use native security tools. It's more of a rule-based engine."

More Lacework FortiCNAPP pros

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."

"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."

"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."

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

"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."

"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."

More JFrog Xray cons

"Visibility is lacking, and both compliance-related metrics and IAM security control could be improved."

"Its integrations with third-party SIEMs can be better. That is one of the things that we discussed with them."

"The biggest thing I would like to see improved is for them to pursue and obtain a FedRAMP moderate authorization... I don't believe they have any immediate plans to get FedRAMP moderate authorized, which is a bit of a challenge for us because we can only use Lacework in our commercial environment."

"I would like to see a remote access assistance feature. And the threat-hunting platform could be better."

"The solution lacks a cohesive data model, making extracting the necessary data from the platform challenging. It uses its own LQL query language, and each database across different layers and modules is structured differently, complicating correlation efforts. Consequently, I had to create extensive custom reports outside Lacework because their default dashboards didn't communicate risk metrics. They're addressing these issues by redesigning their tools, including introducing the dashboard, which is a step closer to actionable insights but still needs refinement."

"There are a couple of the difficulties we encounter in the realm of cybersecurity, or security as a whole, that relate to potentially limited clarity. Having the capacity to perceive the configuration aspect and having the ability to contribute to it holds substantial advantages, in my view. It ranks high, primarily due to its role in guaranteeing compliance and the potential to uncover vulnerabilities, which could infiltrate the system and introduce potential risks. I had been exploring a specific feature that captured my interest. However, just yesterday, I participated in a product update session that announced the imminent arrival of this feature. The feature involves real-time alerting. This was something I had been anticipating, and it seems that this capability is now being integrated, possibly as part of threat intelligence. While anomaly events consistently and promptly appear in the console, certain alerts tend to experience delays before being displayed. Yet, with the recent product update, this issue is expected to be resolved. Currently, a comprehensive view of all policies is available within the console. However, I want a more tailored display of my compliance posture, focusing specifically on policies relevant to me. For instance, if I'm not subject to HIPAA regulations, I'd prefer not to see the HIPAA compliance details. It's worth noting that even with this request, there exists a filtering mechanism to control the type of compliance information visible. This flexibility provides a workaround to my preference, which is why it's challenging for me to definitively state my exact request."

"Lacework lacks remediation features, but I believe they're working on that. They're focused on the reporting aspect, but other features need to improve. They're also adding some compliance features, so it's not worth saying they need to get better at it."

"Lacework has not reduced the number of alerts we get. We've actually had to add resources as a result of using it because the application requires a lot of people to understand it to get the value out of it properly."

More Lacework FortiCNAPP cons

Pricing and Cost Advice

Information not available

"It is slightly expensive. It depends on how big your environment is, but it is expensive. Right now, we are spending a lot of money. We have covered all of the cloud providers and most of our colocation facilities as well, so we cannot complain, but it is slightly expensive. It is not super expensive."

"The pricing has gotten better. That scenario was somewhat unstable. They have a rather interesting licensing structure. I believe you get 200 resources per "Lacework unit." It was difficult, in the beginning, to figure out exactly what a "resource" was... That was a problem until about a year or so ago. They have improved it and it has stabilized quite a bit."

"My smaller deployments cost around 200,000 a year, which is probably not as expensive as Wiz."

"The licensing fee was approximately $80,000 USD, per year."

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

10%

Manufacturing Company

Government

Financial Services Firm

25%

Manufacturing Company

12%

Computer Software Company

11%

Government

Computer Software Company

15%

Financial Services Firm

12%

University

Manufacturing 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	4
Midsize Enterprise	4
Large Enterprise	3

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...

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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...

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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...

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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?

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

See all answers

What is your primary use case for JFrog Xray?

I work with JFrog Xray. I use JFrog as an Artifactory registry and package registry. In JFrog Xray, there are many ar...

See all answers

What is your experience regarding pricing and costs for Lacework?

My smaller deployments cost around 200,000 a year, which is probably not as expensive as Wiz.

See all answers

What needs improvement with Lacework?

The solution lacks a cohesive data model, making extracting the necessary data from the platform challenging. It uses...

See all answers

What is your primary use case for Lacework?

We use the tool for two main purposes: vulnerability management and monitoring. We utilize it to scan all of our IAC ...

See all answers

Comparisons

Wiz Code vs Zafran Security

Compared 37% of the time

Vulcan Cyber vs Zafran Security

Compared 16% of the time

Tenable Vulnerability Management vs Zafran Security

Compared 9% of the time

Nucleus vs Zafran Security

Compared 7% of the time

Qualys VMDR vs Zafran Security

Compared 7% of the time

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Trivy vs JFrog Xray

Compared 14% of the time

Black Duck SCA vs JFrog Xray

Compared 12% of the time

Veracode vs JFrog Xray

Compared 6% of the time

Prisma Cloud by Palo Alto Networks vs JFrog Xray

Compared 6% of the time

Wiz vs JFrog Xray

Compared 5% of the time

More JFrog Xray Competitors

Wiz vs Lacework FortiCNAPP

Compared 18% of the time

Prisma Cloud by Palo Alto Networks vs Lacework FortiCNAPP

Compared 12% of the time

AWS GuardDuty vs Lacework FortiCNAPP

Compared 6% of the time

Tenable Cloud Security vs Lacework FortiCNAPP

Compared 6% of the time

Microsoft Defender for Cloud vs Lacework FortiCNAPP

Compared 5% of the time

More Lacework FortiCNAPP Competitors

Product Reports

Buyer's Guide

Zafran Security

August 2025

Download Zafran Security product report

Buyer's Guide

JFrog Xray

September 2025

Download JFrog Xray product report

Buyer's Guide

Lacework FortiCNAPP

September 2025

Download Lacework FortiCNAPP product report

Also Known As

No data available

JFrog Security Essentials

Polygraph, FortiCNP

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

Lacework FortiCNAPP provides robust cloud security, combining vulnerability management and multi-cloud insight with user-friendly controls, machine learning detection, and compliance support.

Lacework FortiCNAPP specializes in cloud security by merging machine learning anomaly detection with agent-based vulnerability management to offer detailed alerts and compliance reports. Its comprehensive approach allows continuous monitoring across AWS and Kubernetes, providing insights from an attacker's perspective. The platform offers automation and seamless Slack integration, facilitating collaborative and efficient cloud security management. Users value its ability to handle multi-cloud environments and scan IAC scripts, configurations, and compute nodes across AWS and GCP.

What are the key features?

Machine Learning Detection: Identifies anomalies effectively.
Compliance Reports: Provides precise compliance documentation.
Vulnerability Management: Supports agent-based vulnerability assessments.
Multi-Cloud Support: Manages and secures across multiple cloud providers.
Automation and Collaboration: Enables integration with Slack for streamlined communication.
Custom Alerts: Allows creation of personalized alerts for better focus.

What benefits do users expect?

Reduced Alert Noise: Minimizes distractions with filtered alerts.
Efficient Cloud Security: Automates processes for enhanced security management.
Collaboration Support: Integrates with tools like Slack.
Insightful Perspective: Provides insight from an attacker's viewpoint.

Organizations across sectors leverage Lacework FortiCNAPP for cloud security, focusing on compliance, security posture, and vulnerability management. It is widely used for monitoring AWS and Kubernetes environments, scanning IAC scripts, configurations, and securing compute nodes. It supports multi-cloud security posture management and log ingestion, enabling companies to maintain strong cloud infrastructures without dedicated security layers.

Fortinet

Sample Customers

Information Not Available

google, amazon, cisco, netflix, oracle, vmware, facebook

J.Crew, AdRoll, Snowflake, VMWare, Iterable, Pure Storage, TrueCar, NerdWallet, and more.

Buyer's Guide

JFrog Xray vs. Lacework FortiCNAPP

August 2025

Free Report: JFrog Xray vs. Lacework FortiCNAPP

Find out what your peers are saying about JFrog Xray vs. Lacework FortiCNAPP and other solutions. Updated: August 2025.

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