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JFrog Xray vs Mirantis Container Cloud comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Sep 16, 2024

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 Container Security
11th
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
46
Ranking in other categories
Vulnerability Management (10th), Cloud Workload Protection Platforms (CWPP) (9th), Cloud Security Posture Management (CSPM) (8th), SaaS Security Posture Management (SSPM) (2nd), Cloud-Native Application Protection Platforms (CNAPP) (7th)
JFrog Xray
Ranking in Container Security
20th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (48th), Software Composition Analysis (SCA) (8th), Software Supply Chain Security (4th)
Mirantis Container Cloud
Ranking in Container Security
33rd
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
31
Ranking in other categories
Container Virtualization (1st)
 

Mindshare comparison

As of October 2026, in the Container Security category, the mindshare of Qualys TotalCloud is 1.8%, up from 1.1% compared to the previous year. The mindshare of JFrog Xray is 2.6%, down from 4.0% compared to the previous year. The mindshare of Mirantis Container Cloud is 0.6%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Security Mindshare Distribution
ProductMindshare (%)
Qualys TotalCloud1.8%
JFrog Xray2.6%
Mirantis Container Cloud0.6%
Other95.0%
Container Security
 

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.
Hitesh D - PeerSpot reviewer
Senior Manager at pnb metlife
High availability and self-healing mechanisms ensure seamless production builds
The most useful feature of Mirantis Container Cloud for our container management is Kubernetes. It provides a cluster, high availability, and a self-healing mechanism. Its multi-cluster management capability enhances our operational efficiency as it is easy to use, and every deployment is from the CI/CD, which automatically builds and deploys without human interference, reducing our deployment time to a few seconds.

Quotes from Members

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

Pros

"Qualys TotalCloud has significantly improved our organization by automating our reporting processes, reducing the time spent on report creation from two hours to less than fifteen to twenty minutes."
"The dashboards are particularly valuable as they offer a comprehensive view of the environment, highlighting any misconfigurations."
"Qualys TotalCloud has saved our time by giving us better asset visibility and risk-based prioritization, as it has reduced the time spent manually reviewing CVEs and deciding what to address first."
"TotalCloud provides the easiest and the best approach for cloud infrastructure management."
"TruRisk Insights is the most important innovation they've released this year."
"I would recommend Qualys TotalCloud to other users because it is cost-efficient and has a good return on investment."
"Qualys TotalCloud has improved our security posture."
"Vulnerability and threat detection and assessment of the criticality of the vulnerabilities exposed are most valuable."
"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."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"I would say the reporting functionalities are pretty good as are the policy watches."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"Good reporting functionalities."
"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."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"You need to make an architectural runway before actually starting to implement Docker Compose, especially in a distributed environment."
"The commissioning is very fast."
"This solution has cut down on our development time and allows us to spin off new instances for inner development, testing, productions, and security testing."
"The most valuable feature is its ease of use; it is easy to use and easy to set up so that we can deliver our applications."
"One of the most valuable feature is its scalability because it is easy to work with. Even though I haven't fully removed it before, it's simple to get started and develop further. It's comparable to working with languages like C++ and Python. Python. It is easy to understand and more user-friendly."
"The most important thing that my clients focus on is rapid deployment, and in this regard, Docker wins hands-down."
"Mirantis Container Cloud provides significant features such as real-time vulnerability scanning and patching for container images and Kubernetes components, reducing security risks."
"Now it is easier to set up the development environment and also to test the applications on the pipelines."
 

Cons

"The downside is only in container security, but it has not been a long time since they introduced these models."
"I would appreciate additional integration options to connect Qualys TotalCloud with our other vulnerability management tools."
"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."
"One of the things that could be improved is the alerts. Qualys is a fantastic tool, especially with the TruRisk feature, but one challenge that most leaders face involves alert fatigue."
"Some major banks and insurance companies require an on-premises solution for comprehensive vulnerability management, which TotalCloud does not offer."
"The onboarding process is a bit difficult. In the initial phase, it is very difficult to understand the features, what the dashboard contains, and what criteria they are using."
"The cost of Qualys TotalCloud is high and could be more competitive."
"Areas that need improvement in every solution include the remediation part. The remediation steps should be simple enough for everyone to understand."
"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."
"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."
"Lacks deeper reporting, the ability to compare things."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"JFrog Xray does not have a dashboard."
"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."
"Apart from this integration aspect, JFrog Xray does the job, but the user experience is not very good."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"This product will only be useful if it can successfully run legacy applications in the cloud."
"There are a couple of things. Firstly, the vaultStore database within Container isn't as efficient as a standalone Container vault. This needs improvement."
"You need to have system knowledge to deploy the product. It should be improved."
"Areas for improvement are the privacy of container management and the documentation. In the next release, I would like to see best practices on how to manage distributed containers and networks."
"The orchestration and tracing should be improved."
"It would be very nice to have a GUI that can be used by any administrator, and not just people who have experience with Docker."
"On the MacBook, it was a little difficult, probably because of the version that my company is using."
"On the Mac, Docker is far from perfect."
 

Pricing and Cost Advice

"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."
"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 cost-efficient and was selected for its value compared to other products."
"Qualys TotalCloud is expensive."
"The pricing is comparable. It is built into our other product, so I cannot piecemeal it. It is a part of our subscription."
"Qualys TotalCloud offers cost-effective licensing flexibility."
"The pricing for TotalCloud is attractive and competitive in the market. Given the features, especially the dashboard, I have no concerns regarding pricing."
"Qualys TotalCloud offers good pricing that is affordable and competitive with the market. Our partnership also provides us with additional benefits."
Information not available
"Mirantis Container Cloud is free. However, there are features for which you need to pay."
"It is more costly than other products, but it is worth every penny."
"This solution is free."
"The solution is open-source and free to try."
"We use the free version of this solution."
"The pricing and licensing really depends on what your needs are. You could be paying $100 a month to $100,000. It depends on the needs you have from the solution, and the agreement you make."
"Docker is a free solution."
"Its licensing is on a yearly basis."
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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%
University
5%
Computer Software Company
5%
Construction Company
26%
Financial Services Firm
11%
Manufacturing Company
9%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise6
Large Enterprise35
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise3
Large Enterprise17
 

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 is your experience regarding pricing and costs for Mirantis Container Cloud?
Regarding the cost, Mirantis Container Cloud is cheaper than other solutions like Red Hat. The license costs around 1...
What needs improvement with Mirantis Container Cloud?
Mirantis Container Cloud should have AI integration tools, which are not available right now. These tools should assi...
What is your primary use case for Mirantis Container Cloud?
We are using Mirantis Container Cloud ( /products/mirantis-container-cloud-reviews ) for production builds. It is int...
 

Also Known As

Qualys TotalCloud with FlexScan
JFrog Security Essentials
Docker Enterprise
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
illumina, Groupon, PayPal, ebay, ING, New Relic
Find out what your peers are saying about JFrog Xray vs. Mirantis Container Cloud and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.