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JFrog Xray vs Tanium comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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

Qualys TotalCloud
Sponsored
Ranking in Vulnerability Management
11th
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
46
Ranking in other categories
Container Security (11th), Cloud Workload Protection Platforms (CWPP) (8th), Cloud Security Posture Management (CSPM) (8th), SaaS Security Posture Management (SSPM) (2nd), Cloud-Native Application Protection Platforms (CNAPP) (7th)
JFrog Xray
Ranking in Vulnerability Management
48th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (18th), Software Composition Analysis (SCA) (7th), Software Supply Chain Security (3rd)
Tanium
Ranking in Vulnerability Management
26th
Average Rating
7.8
Reviews Sentiment
6.2
Number of Reviews
23
Ranking in other categories
Endpoint Protection Platform (EPP) (12th), Endpoint Detection and Response (EDR) (20th), Unified Endpoint Management (UEM) (8th), Autonomous Endpoint Management (3rd)
 

Mindshare comparison

As of September 2026, in the Vulnerability Management category, the mindshare of Qualys TotalCloud is 1.2%, up from 1.0% compared to the previous year. The mindshare of JFrog Xray is 1.1%, down from 1.6% compared to the previous year. The mindshare of Tanium is 1.6%, down from 2.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Mindshare Distribution
ProductMindshare (%)
Qualys TotalCloud1.2%
Tanium1.6%
JFrog Xray1.1%
Other96.1%
Vulnerability Management
 

Featured Reviews

reviewer2859021 - PeerSpot reviewer
Sr Security Engineer at a tech vendor with 5,001-10,000 employees
Risk-based triage has transformed container security and now prioritizes high-impact threats
The best features Qualys TotalCloud offers currently include managing cloud infrastructure and container security while facing major challenges such as alert fatigue. Traditional vulnerability scanners flag hundreds of CVEs on short-lived Kubernetes containers, some of which have no internet exposure or are gone before we can even triage them. I leverage Qualys TotalCloud to move beyond static CVSS. I use it to implement runtime exposure, correlation risk reprioritization, and shift-left integration. This notifies developers to fix a base image upstream rather than patching live ephemeral instances. In my work with cloud and container security, the biggest operational hurdle was alert fatigue. I use Qualys to shift left from static CVSS severity to context-aware risk prioritization. I correlated raw vulnerability data with real-time risk factors such as public network exposure, active runtime execution, or overly permissive IAM roles. This allows us to immediately drop the priority of isolated containers and escalate lower-severity CVEs that sit on an exposed, high-risk path. We can map these findings directly back to our CI/CD pipelines so developers can patch the root base images upstream. We have drastically cut down the signal-to-noise ratio, saved a lot of manual hours doing triage work, and ensured engineering effort goes directly towards high-impact risk reduction.
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.
Sandeepraj Gatla - PeerSpot reviewer
Dfir Analyst at a tech services company with 201-500 employees
Endpoint monitoring has strengthened incident response and provides rapid isolation and forensics
Tanium provides an endpoint which is isolated from the network and environment. We can easily search its logs and history and connect remotely directly to that particular device which has been isolated from the network. We can search for the history and logs, including audit logs and event logs. The complete activity of the user or owner of the device is visible to us. We can see the artifacts of particular USB transfers internally for official use. We can not only connect remotely but also see the device status and how many failures have occurred within the network so far. We can see the IP address, how many times it has changed its IP address, and how many times it was connected to VPN or external VPN or internal VPN and what has been searched while on VPN. We can block the IOCs or IP addresses as well. We can block domains, hashes, SHA values, SHA-256, SHA-1, SHA-5 and MD5. Although I am not completely involved in the automation team, we do have that team and I have worked in some CERT recently. Tanium is more useful while we are in the CERT because most of the times when we are on high alert, Tanium does play a main role for that particular incident or any high case. Tanium is a simple tool and we can easily integrate it to many devices and it is a mandatory tool to secure an endpoint. It is mandatory to give any RDP connection and the tool should be present in the particular device. It is completely mandatory and it is in the policy as well.

Quotes from Members

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

Pros

"Qualys TotalCloud's most valuable feature is its ability to link clusters of assets, providing a clear model of deployments, vulnerabilities, and statuses."
"Qualys TotalCloud has improved our security posture."
"I appreciate Qualys TotalCloud's ability to onboard any type of device with ease, including containers."
"I like the web API security and IoT scanning features the most. The user-friendly design of TotalCloud's interface enables customers to navigate it and use its full potential easily"
"One of Qualys' best features is its categorization, which allows us to see the types of assets, their security postures, and the AI-powered version of the tool."
"I would recommend Qualys TotalCloud to other users because it is cost-efficient and has a good return on investment."
"Qualys TotalCloud has significantly reduced our workload in terms of managing risks, helping us to be more efficient and save substantial resources."
"If I had to say something positive about the product that brings me the biggest benefit, I would say it has accurate reports, gets new update CVEs, zero-day attack detection, and is easy to manage with its GUI."
"The solution is stable and reliable."
"Good reporting functionalities."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"JFrog Xray shows us a list of vulnerabilities that can impact our code."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"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."
"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."
"For inventory purposes, it's from one of the best things on the scene, as you can get live inventory."
"For incident response tasks, all these tasks can get done in minutes with minimal disruption to the end-user."
"Tanium's most valuable feature is its instant discovery aspect."
"Tanium has made the process of detecting threats more proactive with its detection. So, the process is easier and more efficient."
"Tanium is highly scalable."
"I would say Tanium is the best tool for vulnerability management."
"Threat hunting is a very good feature on Tanium. We have just started using it and have not used it extensively."
"The interrogation piece was the most valuable feature because it was very detailed."
 

Cons

"It has been working very well, but it would be helpful if the dashboard could generate reports tailored to specific compliance needs. For example, in India, we have to comply with RBI and SEBI guidelines. It w"
"Overall, we are satisfied with it. However, the response part of the Cloud Detection and Response (CDR) module can be improved. It is not yet in place according to requirements; it is not completely available even though the module has been released."
"The response part of the Cloud Detection and Response (CDR) module can be improved."
"We would like to see Windows-based sensors available in Qualys, as this would make the platform more versatile and support a broader range of environments."
"The downside is only in container security, but it has not been a long time since they introduced these models."
"An area for improvement would be to focus on risks related to AI, such as large language models and potential data leakage."
"I would like the ability to disable certain default built-in policies as they can be misleading when creating dashboards. That is the top one."
"There is room for improvement in vulnerability scanning, particularly for PaaS environments. Currently, Qualys does not have full access to these instances, which limits its effectiveness."
"JFrog Xray's documentation and error logging could be improved."
"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."
"I'd like to see deeper reporting, they're pretty basic and there are no categories for comparing things."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"Apart from this integration aspect, JFrog Xray does the job, but the user experience is not very good."
"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"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."
"Tanium's limitations should be improved because although it is a great tool, it is limited to only a few classes during a session."
"In my opinion, sometimes it takes a long time to give solutions or resolve the issue."
"We set a policy to block USB access. The moment a device is being set up on the network, I apply the policy, but it does not come into effect immediately."
"The problem or challenge is a pre-sales and go-to strategy for the SMB market delivered through a channel or model. It's very convoluted and vague, which leads to some confusion about the various types of modules, and the device-to-seat cost is extremely difficult to calculate."
"The main issues are the network connection because different customers have issues with their networks. It's difficult implementing this type of solution because the network is the main feature in the architecture for these types of solutions. Tanium could improve by creating some network optimization."
"The solution needs to improve the reporting and tracking capabilities."
"We had some issues with the solution's OS upgrade."
 

Pricing and Cost Advice

"The cost is high, but it meets our organizational needs."
"I am not sure about the pricing. From what I understand, it is a bit on the higher side, but I do not have the exact numbers."
"Its price seems higher compared to other tools, but it is worth it. If they could adjust the pricing and make it comparable with other tools, that would be great."
"Qualys TotalCloud is expensive, but it offers a premier solution with no headaches."
"Qualys TotalCloud offers competitive pricing given its comprehensive suite of features, including integration, assessment, remediation, and detection capabilities, all within a single platform."
"Qualys TotalCloud is expensive."
"It isn't cheap, but it's reasonable. It helps us to manage things with very few resources."
"Although Qualys TotalCloud is relatively expensive due to its unique automation features, its cost-effectiveness is rated an eight out of ten, with ten being the most costly."
Information not available
"It's an expensive solution. It would be nice if the cost were lower."
"The solution offers value for money."
"There is an annual license required to use this solution."
"The solution is expensive but it's a good investment."
"Tanium is a more expensive solution in Latin America than some of the competitors, such as BigFix."
"The product's pricing differs from region to region depending on negotiations and the number of endpoints."
"It is higher than some competitors in the market."
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Top Industries

By visitors reading reviews
Comms Service Provider
16%
Outsourcing Company
12%
Manufacturing Company
11%
Financial Services Firm
10%
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
5%
University
5%
Financial Services Firm
13%
Government
9%
Manufacturing Company
9%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise5
Large Enterprise34
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise4
Large Enterprise12
 

Questions from the Community

What needs improvement with Qualys TotalCloud?
In terms of improvement, remediation still belongs to the cloud team, which is one of the issues we faced with Qualys...
What is your primary use case for Qualys TotalCloud?
My main use case for Qualys TotalCloud is regarding the cloud visibility that we were not having previously. Previous...
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 i...
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 l...
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...
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 co...
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 econom...
 

Also Known As

Qualys TotalCloud with FlexScan
JFrog Security Essentials
Tanium Inc Cloud, Tanium XEM
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
JPMorgan Chase, eBay, Amazon, US Bank, MetLife, pwc, Cerner, Delphi, MGM Grand, New York Life
Find out what your peers are saying about JFrog Xray vs. Tanium and other solutions. Updated: September 2026.
913,806 professionals have used our research since 2012.