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JFrog Xray vs Lacework FortiCNAPP comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 22, 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

Zafran Security
Sponsored
Ranking in Vulnerability Management
16th
Average Rating
9.6
Reviews Sentiment
7.8
Number of Reviews
6
Ranking in other categories
Continuous Threat Exposure Management (CTEM) (1st)
JFrog Xray
Ranking in Vulnerability Management
32nd
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
8
Ranking in other categories
Container Security (19th), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (2nd)
Lacework FortiCNAPP
Ranking in Vulnerability Management
26th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
10
Ranking in other categories
Container Security (25th), Cloud Workload Protection Platforms (CWPP) (14th), Cloud Security Posture Management (CSPM) (20th), Cloud-Native Application Protection Platforms (CNAPP) (15th), Compliance Management (8th)
 

Mindshare comparison

As of August 2025, in the Vulnerability Management category, the mindshare of Zafran Security is 0.9%, up from 0.0% 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 1.2%, down from 1.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management
 

Featured Reviews

Israel Cavazos Landini - PeerSpot reviewer
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.
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.
Carlos Vitrano - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"Zafran has become an indispensable tool in our cybersecurity arsenal."
"Overall, we have seen about eighty-seven percent reduction of the number of vulnerabilities that require urgency to remediate, specifically the number of criticals."
"We are able to see the real risk of a vulnerability on our environment with our security tools."
"Zafran is an excellent tool."
"We saw benefits from Zafran Security almost immediately after deploying it."
"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."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"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 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."
"Good reporting functionalities."
"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."
"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."
"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 compliance reports are definitely most valuable because they save time and are accurate. So, instead of relying on a human going through and checking or providing me with a report, I could just log into Lacework and see for myself."
"The best feature, in my opinion, is the ease of use."
"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."
"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."
"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."
 

Cons

"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."
"The dashboarding and reporting functionality of Zafran Security is an area that definitely could use some improvements."
"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."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"JFrog Xray does not have a dashboard."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"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."
"Its integrations with third-party SIEMs can be better. That is one of the things that we discussed with them."
"The configuration and setup of alerts should be easier. They should make it easier to integrate with systems like Slack and Datadog. I didn't spend too much time on it, but to me, it wasn't as simple as the alerting that I've seen on other systems."
"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."
"A feature that I have requested from them is the ability to sort alerts and policies based on a security framework. Right now, when you go into alerts, you have hundreds and hundreds of them that you have to manually pick. It would be useful to have categories for CIS Benchmark or SOC 2 and be able to display all the alerts and policies for one security framework."
"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."
"Visibility is lacking, and both compliance-related metrics and IAM security control could be improved."
 

Pricing and Cost Advice

Information not available
Information not available
"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."
"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 licensing fee was approximately $80,000 USD, per year."
"My smaller deployments cost around 200,000 a year, which is probably not as expensive as Wiz."
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Top Industries

By visitors reading reviews
Financial Services Firm
10%
Computer Software Company
10%
Manufacturing Company
8%
Healthcare Company
5%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
11%
Government
5%
Computer Software Company
17%
Financial Services Firm
12%
Manufacturing Company
7%
University
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Zafran Security?
Since we stood Zafran Security up in our private cloud, we handle the maintenance on our side. As we opted not to use...
What needs improvement with Zafran Security?
In terms of areas for improvement, Zafran Security is doing a really great job as a new and emerging company. Oftenti...
What is your primary use case for Zafran Security?
My use cases for Zafran Security revolve around two primary areas. One is around vulnerability management and priorit...
What 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 do you like most about Lacework?
Polygraph compliance is a valuable feature. In our perspective, it delivers significant benefits. The clarity it offe...
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.
What needs improvement with Lacework?
The solution lacks a cohesive data model, making extracting the necessary data from the platform challenging. It uses...
 

Also Known As

No data available
JFrog Security Essentials
Polygraph, FortiCNP
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
J.Crew, AdRoll, Snowflake, VMWare, Iterable, Pure Storage, TrueCar, NerdWallet, and more.
Find out what your peers are saying about JFrog Xray vs. Lacework FortiCNAPP and other solutions. Updated: August 2025.
865,384 professionals have used our research since 2012.