JFrog Xray vs ReversingLabs comparison

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JFrog Xray

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Executive SummaryUpdated on Sep 16, 2024

ReversingLabs and JFrog Xray compete in the field of software security. JFrog Xray stands out due to its feature richness and perceived value.

Features: ReversingLabs offers comprehensive malware analysis, threat intelligence, and strong support options. JFrog Xray is valued for its integration with CI/CD pipelines, exhaustive vulnerability detection, and extensive feature set that aligns with modern DevOps practices.

Room for Improvement: ReversingLabs needs to improve its integration capabilities with other tools and could benefit from enhancements in connectivity features. JFrog Xray could improve its documentation and user guides and also work on better user support experiences.

Ease of Deployment and Customer Service: ReversingLabs is reported to have a straightforward deployment process and responsive customer service. JFrog Xray offers flexible deployment options but has some issues with customer service responsiveness.

Pricing and ROI: Both ReversingLabs and JFrog Xray have high setup costs. ReversingLabs users feel the ROI justifies the expenditure, while JFrog Xray's broader feature set provides a good return on investment.

To learn more, read our detailed JFrog Xray vs. ReversingLabs Report (Updated: May 2025).

JFrog Xray vs. ReversingLabs

May 2025

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Helped 856,873 peers since 2012

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

20th

Ranking in Software Composition Analysis (SCA)

6th

Ranking in Software Supply Chain Security

2nd

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Vulnerability Management (32nd)

ReversingLabs

Ranking in Container Security

29th

Ranking in Software Composition Analysis (SCA)

12th

Ranking in Software Supply Chain Security

13th

Average Rating

9.2

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Application Security Tools (24th), Anti-Malware Tools (18th), Threat Intelligence Platforms (13th)

Mindshare comparison

As of June 2025, in the Software Composition Analysis (SCA) category, the mindshare of JFrog Xray is 10.2%, up from 8.9% compared to the previous year. The mindshare of ReversingLabs is 0.7%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Software Composition Analysis (SCA)

Featured Reviews

Sai Pradeep Koneti

DevOps Engineer Intern at University of Nebraska at Omaha

Goes deep into the docker files and find out vulnerabilities

When we were trying to get it up and working initially, I found it a bit hard to go through JFrog Xray's documentation and get my error solved. I was facing some issues because we hadn't got a specific license for the tool, but I was able to access it. As a regular user, I regularly saw an error message saying that the license feature was unavailable for my subscription. After a couple of days, I realized I was missing a license. I had to go back to the JFrog Xray team, who provided me with the new license, and then I could complete the setup.

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Jesse Harris

Principal Solutions Architect at Tanium

Comes with a large sample size and helps t stay on top of emerging threats

The solution helps to stay on top of emerging threats with easy integration with other products. ReversingLabs has a large sample size. The solution needs to improve integrations. I have been using the solution for four to five years. ReversingLabs' stability is excellent. I rate the…

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Quotes from Members

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

Pros

"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."

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

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

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

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

"The solution is stable and reliable."

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

More JFrog Xray pros

"ReversingLabs has a large sample size."

"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 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."

"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."

Cons

"JFrog Xray does not have a dashboard."

"Since we have been using the solution via APIs, there are some limitations in the APIs."

"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."

"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."

"The speed of JFrog Xray should improve. Other solutions have better performance."

More JFrog Xray cons

"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."

"The product support could be better at times. Sometimes, the resources that they provide could be of higher quality."

"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."

"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."

"The solution needs to improve integrations."

Pricing and Cost Advice

Information not available

"We have a yearly contract based on the number of queries and malicious programs which can be processed."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

25%

Computer Software Company

12%

Manufacturing Company

11%

Government

Computer Software Company

17%

Financial Services Firm

16%

Insurance Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

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 during troubleshooting sessions would also be beneficial.

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 use Black Duck for these purposes, and we are evaluating how JFrog Xray can offer...

What do you like most about ReversingLabs?

ReversingLabs has a large sample size.

What needs improvement with ReversingLabs?

The solution needs to improve integrations.

What advice do you have for others considering ReversingLabs?

I rate the product a ten out of ten.

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Product Reports

Download JFrog Xray product report

JFrog Xray

June 2025

Download ReversingLabs product report

May 2025

Also Known As

JFrog Security Essentials

ReversingLabs Titanium, ReversingLabs secure.software

Overview

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

ReversingLabs is the trusted authority in software and file security. We provide the modern cybersecurity platform to verify and deliver safe binaries. Trusted by the Fortune 500 and leading cybersecurity vendors, the ReversingLabs Titanium Platform® powers the software supply chain and file security insights, tracking over 35 billion files daily with the ability to deconstruct full software binaries in seconds to minutes. Only ReversingLabs provides that final exam to determine whether a single file or full software binary presents a risk to your organization and your customers.

RL - Trust Delivered.

https://www.reversinglabs.com

Sample Customers

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

Financial services, healthcare, government, manufacturing, oil & gas, telecommunications, information technology