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Cybersixgill vs JFrog Xray comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 9, 2024

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
18th
Average Rating
9.6
Reviews Sentiment
7.8
Number of Reviews
6
Ranking in other categories
Continuous Threat Exposure Management (CTEM) (2nd)
Cybersixgill
Ranking in Vulnerability Management
66th
Average Rating
8.8
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
Threat Intelligence Platforms (20th), Digital Risk Protection (6th), Attack Surface Management (ASM) (29th)
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 (20th), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (2nd)
 

Mindshare comparison

As of July 2025, in the Vulnerability Management category, the mindshare of Zafran Security is 0.8%, up from 0.0% compared to the previous year. The mindshare of Cybersixgill is 0.2%, up from 0.1% compared to the previous year. The mindshare of JFrog Xray is 1.5%, up from 0.6% 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.
reviewer1528356 - PeerSpot reviewer
Provides early detection of imminent attacks, and speeds up addressing of vulnerabilities internally because it makes them real
They're a newer company, so they're working on their UI a lot. Sometimes the UI is a little glitchy. They're working on different things and making efforts, so that's totally forgivable. But regarding their scraping abilities, things could be solidified. There are definitely improvements that could be made on the specificity for setting certain queries. Step-by-step videos would be useful, instead of a book of instructions, because they're a new tool. They're now getting to the point where video training would be useful, or even live training. More digestible video instructions or opportunities for training, so that you actually learn hands-on, would help.
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.

Quotes from Members

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

Pros

"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."
"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."
"The solution’s approach of using limited open source intelligence and focusing, instead, on the Deep Web and Dark Web is what seals the deal. That is why I like them. I have other tools that I can aggregate all the open source intelligence from. I value Cybersixgill because it provides access to things that no one else does."
"The advanced analysis has made our security operations more efficient. It has also potentially given us quicker access to data that we might not have otherwise located."
"They also provide some of the greatest notification capabilities. I put in a customer's company name and domain names, or sometimes I put in their IP addresses as a keyword. Once Sixgill collects information that includes those keywords, they then provide us email notifications. That means we can catch information related to our customers as soon as possible."
"To be diligent for the customer, we usually go into Cybersixgill Investigative Portal to analyze and search things. The solution tells us the reputation of cyber threat actors. So, if someone has a reputation of one, it is a really bad idea to care about what that person is saying. However, if you find someone with a reputation of nine, then there is a high probability that we need to address the problem. You can get information about these type of actors in Cybersixgill Investigative Portal. They have a huge collection, which is like having the rules/goals of the dark web and deep web without having to go there. Our analysts avoid going dark web because they have Cybersixgill Investigative Portal and can get the news from their browser, searching wherever they want."
"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."
"JFrog Xray shows us a list of vulnerabilities that can impact our code."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"Good reporting functionalities."
 

Cons

"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."
"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."
"Sixgill has strong capabilities based on search queries, but there is some difficulty in using Sixgill. Their querying is very powerful but it can be difficult. It's not hugely complex but you need some skill to use Sixgill querying."
"Regarding their scraping abilities, things could be solidified. There are definitely improvements that could be made on the specificity for setting certain queries."
"We need real-time updated information. If we could have this, it would be amazing. For example, if someone was posting something, then ten second later, it was on the platform. Sometimes, it takes a minute or hours right now, depending on the forum."
"The breadth of access to data is good, but there are gaps. More data would be my suggestion because the platform is good and I have no complaints about the system. I think it is just a case of always trying to get more data sources."
"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'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 speed of JFrog Xray should improve. Other solutions have better performance."
"Lacks deeper reporting, the ability to compare things."
"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."
 

Pricing and Cost Advice

Information not available
"The pricing and licensing are good. It is expensive for us because the US dollar is quite strong compared to our dollar. Otherwise, it is quite reasonable for what it is. All the tools in the market are around the same price from my experience."
"Sometimes, Cybersixgill Investigative Portal is cheaper than its competitors."
"The pricing is cheap compared with Recorded Future. Sixgill's cost-effectiveness is very good."
Information not available
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Top Industries

By visitors reading reviews
Computer Software Company
11%
Financial Services Firm
11%
Manufacturing Company
7%
Healthcare Company
6%
Computer Software Company
14%
Manufacturing Company
14%
Financial Services Firm
11%
Educational Organization
7%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
12%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Zafran Security?
The current pricing of Zafran Security is fair overall. They were good to work with to accommodate our organization w...
What needs improvement with Zafran Security?
The dashboarding and reporting functionality of Zafran Security is an area that definitely could use some improvement...
What is your primary use case for Zafran Security?
Zafran Security is helping reduce the amount of critical vulnerabilities in our environments that require prompt reme...
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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.
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...
 

Also Known As

No data available
No data available
JFrog Security Essentials
 

Overview

 

Sample Customers

Information Not Available
Current customers include large enterprises, financial services, manufacturing, GSIs, MSSPs, government and law enforcement entities.
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about Cybersixgill vs. JFrog Xray and other solutions. Updated: July 2025.
861,524 professionals have used our research since 2012.