JFrog Xray vs ReversingLabs comparison

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JFrog Xray

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Executive SummaryUpdated on Jun 29, 2025

ReversingLabs and JFrog Xray compete in cybersecurity and software management fields. ReversingLabs is advantageous in terms of threat detection and cost-effectiveness, while JFrog Xray is superior in integration and visibility features.

Features: ReversingLabs delivers advanced threat detection, comprehensive malware analysis, and precise threat intelligence for enhanced security insights. JFrog Xray provides deep artifact scanning, seamless DevOps integration, and visibility into internal dependencies for greater operational efficiency.

Room for Improvement: ReversingLabs could enhance its integration capabilities, expand its DevOps support, and offer more extensive scanning options. JFrog Xray might improve its ease of deployment, offer more customization in its scanning reports, and reduce resource intensity during integration.

Ease of Deployment and Customer Service: ReversingLabs offers an easy deployment process with responsive customer support, ensuring user satisfaction. JFrog Xray's deployment is more complex due to extensive integration but is balanced by solid customer service that supports ongoing integration efforts.

Pricing and ROI: ReversingLabs provides a cost-effective pricing model focused on threat intelligence, delivering strong ROI for security-focused organizations. JFrog Xray, while requiring a higher initial investment, offers significant ROI for enterprises needing comprehensive DevOps tools and in-depth feature sets.

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

JFrog Xray vs. ReversingLabs

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Helped 879,672 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

14th

Ranking in Software Composition Analysis (SCA)

5th

Ranking in Software Supply Chain Security

1st

Average Rating

7.8

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Vulnerability Management (37th)

ReversingLabs

Ranking in Container Security

48th

Ranking in Software Composition Analysis (SCA)

25th

Ranking in Software Supply Chain Security

19th

Average Rating

9.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Application Security Tools (42nd), Anti-Malware Tools (46th), Threat Intelligence Platforms (TIP) (30th)

Mindshare comparison

As of January 2026, in the Software Composition Analysis (SCA) category, the mindshare of JFrog Xray is 8.3%, down from 9.5% compared to the previous year. The mindshare of ReversingLabs is 1.3%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Software Composition Analysis (SCA) Market Share Distribution
Product	Market Share (%)
JFrog Xray	8.3%
ReversingLabs	1.3%
Other	90.4%

Software Composition Analysis (SCA)

Featured Reviews

Anand Nanwana

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.

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Tim Craig

Forensic Lead, Global Security Fusion Center at a insurance company with 10,001+ employees

Very good malware and goodware repository and enables us to look more deeply at indicators of compromise

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. Also, the solution’s object and file analysis provide us with actionable insights. Its malware and goodware repository is very good. It's very robust. It gets all of the different repositories that are out there that do analysis and brings them under one roof where we can statically analyze for those indicators of compromise and look at them more deeply. If we need to go deeper into things, we can do that.

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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 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."

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

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

"Good reporting functionalities."

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

"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 would say that this solution has helped our organization by allowing us to automate a lot of the processes."

More JFrog Xray pros

"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."

"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."

"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."

Cons

"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."

"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."

"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."

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

"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."

More JFrog Xray cons

"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."

"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."

"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 solution needs to improve integrations."

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

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%

Manufacturing Company

12%

Computer Software Company

10%

Government

Financial Services Firm

14%

Computer Software Company

13%

Insurance Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	3
Large Enterprise	6

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.

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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...

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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...

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Product Reports

JFrog Xray

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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

JFrog Xray vs. ReversingLabs