No more typing reviews! Try our Samantha, our new voice AI agent.

AttackIQ vs JFrog Xray comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 22, 2026

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

AttackIQ
Ranking in Vulnerability Management
48th
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
3
Ranking in other categories
Breach and Attack Simulation (BAS) (5th), Attack Surface Management (ASM) (18th), Continuous Threat Exposure Management (CTEM) (8th)
JFrog Xray
Ranking in Vulnerability Management
39th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (14th), Software Composition Analysis (SCA) (5th), Software Supply Chain Security (2nd)
 

Mindshare comparison

As of March 2026, in the Vulnerability Management category, the mindshare of AttackIQ is 0.6%, up from 0.1% compared to the previous year. The mindshare of JFrog Xray is 1.4%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Mindshare Distribution
ProductMindshare (%)
JFrog Xray1.4%
AttackIQ0.6%
Other98.0%
Vulnerability Management
 

Featured Reviews

reviewer2783439 - PeerSpot reviewer
DevOps at a marketing services firm with 51-200 employees
Continuous offensive testing has transformed our cloud security and prioritizes critical fixes
The continuous testing and continuous offensive testing are among the best features that AttackIQ offers, and being able to categorize it based on criticality such as very critical, emergency, high, medium, and low is valuable. AttackIQ allows us to resolve issues much quicker because these issues come in categories, enabling us to prioritize them and fix the emergency issues first. It has definitely reduced response time and improved our discoverability of these issues in the first place.
Anand Nanwana - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"AttackIQ is solving a lot of the problems that I had before or that we as an organization had before, even the security team, so it is solving all my issues."
"Overall, I've had a good experience with the product. It's worked well for me."
"After using AttackIQ, it has helped the team and the company improve on false positives and reduce risk, as most people are now capable of identifying how to work on detection, improving fine-tuning and all those things."
"Overall, I've had a good experience with the product."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"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."
"I am utilizing the deep scanning capabilities in JFrog Xray product, and this feature is very handy because with other software, you don't know where the bad dependencies come from."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"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."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
 

Cons

"The initial setup was difficult. It was not straightforward."
"The initial setup was quite difficult and took a long time."
"Lacks deeper reporting, the ability to compare things."
"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."
"I'd like to see deeper reporting, they're pretty basic and there are no categories for comparing things."
"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."
"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."
"JFrog Xray does not have a dashboard."
"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."
report
Use our free recommendation engine to learn which Vulnerability Management solutions are best for your needs.
885,376 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
17%
Manufacturing Company
12%
Government
7%
Computer Software Company
7%
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
9%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
 

Questions from the Community

What needs improvement with AttackIQ?
AttackIQ can be improved by implementing more of a security training platform focused on real-world scenarios, simulating real-world attack behavior aligned with the MITRE ATT&CK and NIST frame...
What is your primary use case for AttackIQ?
My main use case for AttackIQ is conducting breach and attack simulation or any kind of new ransomware simulation, basically for executing particular real-world attack scenarios. Regarding my main ...
What advice do you have for others considering AttackIQ?
In my current organization, we are not using AttackIQ; in my previous organization, I have used AttackIQ, and it was more of hands-on training rather than being deployed as a typical tool for impro...
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?
I would assess the integration of JFrog Xray with CI/CD tools as the weak point. You have two means to do that: one is using the API, or the other is using the command line from JFrog. That part is...
What is your primary use case for JFrog Xray?
For JFrog Xray product, you can use it for two main goals: compliance and security. You can use it to check if your licenses are compliant, and you can check if your dependencies you want to use ar...
 

Comparisons

 

Also Known As

DeepSurface
JFrog Security Essentials
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about AttackIQ vs. JFrog Xray and other solutions. Updated: March 2026.
885,376 professionals have used our research since 2012.