JFrog Xray vs Tanium comparison

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JFrog Xray

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Executive SummaryUpdated on Jan 18, 2026

Tanium and JFrog Xray compete in cybersecurity and software management. Tanium has an advantage in pricing and support, while JFrog Xray is preferred for its focus on CI/CD features.

Features: Tanium provides endpoint management, real-time data collection, and threat detection. JFrog Xray offers deep integration with DevOps tools, artifact scanning, and supply chain vulnerability detection.

Room for Improvement: Tanium could enhance third-party integration, user interface, and advanced analytics. JFrog Xray could improve user interface simplicity, report customization, and setup efficiency.

Ease of Deployment and Customer Service: Tanium is scalable, flexible in deployment, and offers comprehensive support, but targets broader IT infrastructures. JFrog Xray emphasizes ease within DevOps setups with strong support suited for DevOps-centric organizations.

Pricing and ROI: Tanium's pricing is cost-effective with good ROI for IT management. JFrog Xray, while higher in initial cost, is valuable for artifact security, justifying costs with its specialized features.

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

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JFrog Xray vs. Tanium

December 2025

Helped 881,707 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 Vulnerability Management

39th

Average Rating

7.8

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Container Security (14th), Software Composition Analysis (SCA) (5th), Software Supply Chain Security (1st)

Tanium

Ranking in Vulnerability Management

24th

Average Rating

7.8

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

Server Monitoring (3rd), Endpoint Protection Platform (EPP) (20th), Endpoint Detection and Response (EDR) (21st), Unified Endpoint Management (UEM) (5th)

Mindshare comparison

As of February 2026, in the Vulnerability Management category, the mindshare of JFrog Xray is 1.4%, down from 1.5% compared to the previous year. The mindshare of Tanium is 1.9%, down from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Vulnerability Management Market Share Distribution
Product	Market Share (%)
Tanium	1.9%
JFrog Xray	1.4%
Other	96.7%

Vulnerability Management

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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Vignesh K

Infra Vulnarability Manager at Rezilyens

Immediate results in patching promptly address vulnerabilities

When working with Tanium, there are some older devices that haven't been patched for a long time, and certain patches are not included in Tanium. I have to search outside to download patches, create bundles, and then perform the task. It would be easier if Tanium provided the patches directly. Some other brands provide the patch with a direct download link, which facilitates the process. Also, I feel that if there were more detailed documents and remediations readily available online for troubleshooting, especially more up-to-date information, it would be beneficial. Currently, some resources online are very out-of-date.

Read full review

Quotes from Members

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

Pros

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

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

"Good reporting functionalities."

"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."

"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."

"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."

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

More JFrog Xray pros

"The security features are very valuable."

"Tanium's most valuable feature is its instant discovery aspect."

"The solution is scalable and helps to understand how infrastructure works. It helps to improve the health of the organization."

"I'm not so familiar with the tool but I like the interaction of the console to the picture. Patching is the primary model I have been focusing on for the last couple of weeks. So I have created a proof of concept environment and have been checking the available features."

"Tanium’s best features include support for any Windows, Linux, or Mac endpoint, regardless of where it is, and the ability to do IT operations and security operations."

"Tanium's most valuable features are patch management, inventory, and distribution software."

"The product is granular and can build complex roles compared to other EDR vendors."

"Tanium has made the process of detecting threats more proactive with its detection. So, the process is easier and more efficient."

More Tanium pros

Cons

"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."

"JFrog Xray's documentation and error logging could be improved."

"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."

"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."

"Lacks deeper reporting, the ability to compare things."

"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."

More JFrog Xray cons

"When working with Tanium, there are some older devices that haven't been patched for a long time, and certain patches are not included in Tanium. I have to search outside to download patches, create bundles, and then perform the task."

"The solution can give a lot of false positives."

"Any movement into a SaaS solution has challenges since the processes and data flows are not well defined. Hence, you need to build it at the same time."

"The solution needs to improve the reporting and tracking capabilities."

"The performance could improve in future releases. We have had performance issues in specialized web environments, but overall I think the problems are less than 2% of the computer systems being used."

"When working with Tanium, there are some older devices that haven't been patched for a long time, and certain patches are not included in Tanium."

"It is not really additional functions, or the features that are needed, rather the complexity would be reduced based on the number of modules required to put together a comprehensive operational security and risk compliance model."

"They could improve the UI."

More Tanium cons

Pricing and Cost Advice

Information not available

"The solution offers value for money."

"There is an annual license required to use this solution."

"It is higher than some competitors in the market."

"The product's pricing differs from region to region depending on negotiations and the number of endpoints."

"It's an expensive solution. It would be nice if the cost were lower."

"Tanium is a more expensive solution in Latin America than some of the competitors, such as BigFix."

"The solution is expensive but it's a good investment."

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Top Industries

By visitors reading reviews

Financial Services Firm

25%

Manufacturing Company

12%

Computer Software Company

Government

Financial Services Firm

15%

Government

10%

Manufacturing Company

Computer Software 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

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	3
Large Enterprise	11

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?

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 needs improvement with Tanium?

While there is always room for improvement, I am pleased with Tanium.

What is your primary use case for Tanium?

The primary use case for Tanium ( /products/tanium-reviews ) is compliance, patching, and inventory as part of the core functions.

What advice do you have for others considering Tanium?

For smaller companies, Tanium is quite a big investment, and one needs to have a considerable setup to make it economically viable. I would recommend it to others with a similar use case. The solut...

Black Duck SCA vs JFrog Xray

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Compared 8% of the time

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Compared 6% of the time

BigFix vs Tanium

Compared 4% of the time

NinjaOne vs Tanium

Compared 4% of the time

Microsoft Configuration Manager vs Tanium

Compared 4% of the time

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Product Reports

Download JFrog Xray product report

JFrog Xray

January 2026

Download Tanium product report

January 2026

Also Known As

JFrog Security Essentials

Tanium Inc Cloud, Tanium XEM

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

Tanium offers robust endpoint protection, patching, and inventory management, consolidating the functions of tools like BigFix with capabilities in incident response, network security, and cloud or on-premise deployments.

Known for real-time capabilities, Tanium provides detailed analytics, security features, and device management. Users benefit from quick implementation, real-time updates, and patching campaigns. Despite its strengths, integration and custom plugin expansion remain areas to improve, along with data visualization and network optimization. Reporting enhancements and user training could advance its usability, and some UI elements may require updates for clarity and security.

What are the essential features of Tanium?

Detailed Analytics: Provides actionable insights for better decision-making.
Security Capabilities: Offers strong defense measures against threats.
Real-Time Queries: Facilitates immediate information access.
Patch Management: Streamlines software updates across devices.
Device Management: Efficiently handles comprehensive inventory and monitoring tasks.

What benefits should users expect?

Ease of Use: Simplifies complex IT tasks.
Scalability: Adapts to growing IT infrastructure needs.
Integration Flexibility: Merges with existing systems effortlessly.
Real-Time Updates: Ensures current data availability for informed actions.

Tanium's deployment spans industries focusing on endpoint protection and compliance, ensuring reliable device and server management in settings where safety and quick adaptation are critical. Organizations use it for application deployment, compliance checks, and integrating it as an EDR solution, enhancing overall security and operational efficiencies.

Sample Customers

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

JPMorgan Chase, eBay, Amazon, US Bank, MetLife, pwc, Cerner, Delphi, MGM Grand, New York Life