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JFrog Xray vs ReversingLabs comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 29, 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

JFrog Xray
Ranking in Container Security
14th
Ranking in Software Composition Analysis (SCA)
6th
Ranking in Software Supply Chain Security
3rd
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (42nd)
ReversingLabs
Ranking in Container Security
49th
Ranking in Software Composition Analysis (SCA)
25th
Ranking in Software Supply Chain Security
18th
Average Rating
9.2
Reviews Sentiment
7.0
Number of Reviews
4
Ranking in other categories
Application Security Tools (42nd), Anti-Malware Tools (42nd), Threat Intelligence Platforms (TIP) (30th)
 

Mindshare comparison

As of May 2026, in the Software Composition Analysis (SCA) category, the mindshare of JFrog Xray is 5.9%, down from 10.0% compared to the previous year. The mindshare of ReversingLabs is 1.5%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Mindshare Distribution
ProductMindshare (%)
JFrog Xray5.9%
ReversingLabs1.5%
Other92.6%
Software Composition Analysis (SCA)
 

Featured Reviews

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.
CSOInfor4e0d - PeerSpot reviewer
CSO - Information Security at a financial services firm with 1,001-5,000 employees
We use the product for data enrichment or downloading malicious programs that we are otherwise unable to find
It's integrated in our product. We leverage the API, but it doesn't contribute to increasing the release time of the product itself. While the company is very helpful, it would be very much appreciated to have extensive proof of concept scripts for the different APIs available, though not for all the APIs that we have purchased. Respective scripts are available, but those scripts which are available are typically not of very high quality. This could be an area where the company can generally improve. It is not a big issue for us, since we have our own development team, but it could be an issue for other companies who are less mature.

Quotes from Members

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

Pros

"I would say the reporting functionalities are pretty good as are the policy watches."
"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."
"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."
"The solution is stable and reliable."
"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."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"As far as the availability of the content is generally concerned and the number of malicious programs that can be looked up in the repository, these are very extensive."
"We had nothing in the environment to do such analysis, so it's been a savior in many ways."
"We have complete faith that it can do that for us, and can do it at scale."
"As far as static analysis information is concerned, we use most of the information that is available in order to determine whether or not we might be dealing with a malware variant. This includes information that is related to Java rules. This is also related to malware families indicated or specific malicious software variants that are labeled by name."
"It offers reports on a great many more file types than the other analysis solutions we have. It can give us a more in-depth analysis and better reporting on a larger number of file types. It also gives us a more comprehensive score on a number of things as well, and that's why we're using it as a front-end filter. It gives us more information... It's valuable because of its depth of information, as well as the breadth it gives us. There aren't a lot of tools that cover all of the different file types."
"As far as the malware repository is concerned, it's extensive. It's a good source for finding samples, where we are unable to find them on other channels or by leveraging other sources."
"The automated static analysis of malware is the most valuable feature. Its detection abilities are very good. It hits all of the different platforms out there, platforms that see the items in the wild."
"ReversingLabs has a large sample size."
 

Cons

"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."
"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"I'd like to see deeper reporting, they're pretty basic and there are no categories for comparing 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."
"JFrog Xray does not have a dashboard."
"While the company is very helpful, it would be very much appreciated to have extensive proof of concept scripts for the different APIs available, though not for all the APIs that we have purchased. Respective scripts are available, but those scripts which are available are typically not of very high quality."
"While the company is very helpful, it would be very much appreciated to have extensive proof of concept scripts for the different APIs available, though not for all the APIs that we have purchased."
"I would like to see if we could do a little bit more of bulk uploading of hash sets."
"The product support could be better at times. Sometimes, the resources that they provide could be of higher quality."
"I would like to see if we could do a little bit more of bulk uploading of hash sets. Right now, I can only do them individually."
"We would really like further integration with our threat intelligence platform, which is called ThreatConnect. We would also really like further integrations with an endpoint protection product we use called Tanium. The reason I mentioned both of these is that ReversingLabs claims to have extensive integrations with both of them, but they did not work for us."
"The solution needs to improve integrations."
"We would really like further integration with our threat intelligence platform, which is called ThreatConnect. We would also really like further integrations with an endpoint protection product we use called Tanium."
 

Pricing and Cost Advice

Information not available
"Currently, the license number of lookups that we purchased has not been reached yet, because the integration has only recently been completed. However, our usage is expected and planned to increase over the next couple of months."
"We have a yearly contract based on the number of queries and malicious programs which can be processed."
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Top Industries

By visitors reading reviews
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
8%
Government
5%
Construction Company
14%
Financial Services Firm
12%
Computer Software Company
10%
Manufacturing Company
7%
 

Company Size

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

Questions from the Community

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...
What is your experience regarding pricing and costs for JFrog Xray?
It is affordable because JFrog Xray provides a free trial of 14 days. We can explore all the features of JFrog in the free trial. The pricing is reasonable because we can manage all the images in a...
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Comparisons

 

Also Known As

JFrog Security Essentials
ReversingLabs Titanium, ReversingLabs secure.software
 

Overview

 

Sample Customers

google, amazon, cisco, netflix, oracle, vmware, facebook
Financial services, healthcare, government, manufacturing, oil & gas, telecommunications, information technology
Find out what your peers are saying about JFrog Xray vs. ReversingLabs and other solutions. Updated: April 2026.
893,164 professionals have used our research since 2012.