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JFrog Xray vs Kandji comparison

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Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

ROI

Sentiment score
5.3
Qualys TotalCloud effectively reduces costs and labor while enhancing asset visibility and risk management, boosting efficiency by up to 40%.
Sentiment score
3.5
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
Sentiment score
6.8
Kandji enabled substantial ROI by streamlining device management, reducing IT staffing, and enhancing efficiency across organizations' tech ecosystems.
We are able to scan all our assets with less human intervention and achieve overall effective outcomes.
Dns architect at a outsourcing company with 5,001-10,000 employees
It has saved about 90% of our time.
Senior Consultant at a consultancy with 10,001+ employees
TotalCloud has generated overall savings of 30 to 40 percent across various departments.
Security Manager at a consultancy with 10,001+ employees
The time saved includes processes such as software installation, as previously we needed to take a user device remotely, but with Kandji, we can initiate software installation from the back end, which is a significant time saver.
Security Engineer at Corsearch
We went from one hour for resolution time per device to 15 minutes, allowing us to save more than 50 hours of support time in a year.
IT Corporate Engineer at Shippo
I have seen a return on investment with Kandji, estimating that time saved is at least 20 to 30%, as individuals do not have to figure out which security updates to carry out themselves since the notification is pushed for them to review and install.
Cloud Ops Lead at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
6.7
Qualys TotalCloud support is knowledgeable but inconsistent, with some delays and varying service quality affecting customer satisfaction.
Sentiment score
4.0
JFrog Xray's customer service is generally well-received, with positive technical support, though not all users engage directly.
Sentiment score
6.8
Kandji's customer service is praised for prompt chat assistance, efficiently resolving technical issues despite limited contact options.
They are helpful, respond to my queries, and can answer any question.
Developer at a consultancy with 10,001+ employees
Qualys's tech support is highly responsive, providing multiple ways to interact with them.
Service Manager, Security Operations at CDA IT SOLUTIONS
Qualys' customer service provides quality answers, but the response time is long, even though it is within the SLA.
Works at a consultancy with 10,001+ employees
When we need clarifications, we contact our account manager, and they arrange demos.
Development Senior at a financial services firm with 5,001-10,000 employees
On a scale of 1 to 10, I would rate the technical support of JFrog Xray an eight because they are very knowledgeable.
DevSecOps Engineer at a tech services company with 501-1,000 employees
I would rate the overall impression of the technical support experts, their expertise, and their competence as 10 out of 10.
Senior Information Technology Engineer at Deel
The customer support at Kandji is phenomenal and is the best I have experienced from any vendor.
IT Support Technician at a tech vendor with 10,001+ employees
The customer support is the best I have ever seen.
IT Operation Manager at a retailer with 201-500 employees
 

Scalability Issues

Sentiment score
7.4
Qualys TotalCloud efficiently scales across multi-cloud environments, supporting diverse needs for small and large teams with minimal issues.
Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
Sentiment score
6.7
Kandji effectively supports growth for small to medium businesses, handling up to 10,000 devices, though larger companies may face challenges.
We started our organization about nine months back. We started with about 30 users, and we now have more than 100 users.
CIO at a venture capital & private equity firm with 11-50 employees
Our organization currently uses it to manage over 1200 web applications.
Analyst, Information Security at Infosys
It is absolutely scalable, and I would rate its scalability as nine out of ten.
retired at a consultancy with 10,001+ employees
According to my use case, it is highly scalable.
DevOps Engineer at Syvora
Kandji's scalability is quite good, though I do see a concern once organizations start getting really large and need more flexibility.
IT Support Technician at a tech vendor with 10,001+ employees
I think Kandji is a perfect choice for growing small companies that become medium-sized or even bigger.
IT Operation Manager at a retailer with 201-500 employees
Kandji's scalability is perfect, as my organization grew from 180 to almost 300 devices with no bottlenecks.
IT Corporate Engineer at Shippo
 

Stability Issues

Sentiment score
8.4
Qualys TotalCloud is praised for its stability, 99.9% uptime, reliable performance, and responsive support for resolving issues.
Sentiment score
7.6
JFrog Xray is praised for stability and security, compared favorably to competitors, with minor concerns about PostgreSQL support.
Sentiment score
8.9
Kandji is highly stable and reliable, with no downtime, excellent performance ratings, and a supportive built-in tool.
Overall, the support provided has been excellent.
Analyst, Information Security at Infosys
It has a lot of scanning mechanisms, which are agentless APIs, eBPF, and cloud agents, that are highly reliable.
Sr Security Engineer at a tech vendor with 5,001-10,000 employees
It is a stable solution, which is why we chose it.
CIO at a venture capital & private equity firm with 11-50 employees
I use JFrog Xray primarily for security purposes, and I find it reliable.
DevOps Engineer at Syvora
We did experience crashes, downtimes, and performance issues with JFrog Xray.
DevSecOps Engineer at a tech services company with 501-1,000 employees
I would say it is a 100% reliable product.
Senior Information Technology Engineer at Deel
 

Room For Improvement

Qualys TotalCloud needs UI/UX enhancements, better integrations, compliance reporting, Windows container security, AI threat prediction, and pricing clarity.
Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
Kandji requires enhanced support, better remote management, flexible Blueprints, improved pricing, and robust access with advanced AI and documentation.
Ideally, the scanner should automatically detect and scan all subdomains, even if not explicitly defined, ensuring comprehensive vulnerability assessment.
Analyst, Information Security at Infosys
Ideally, updates should be more immediate, enabling quicker implementation of solutions.
Project Lead at Persistent Systems
Our goal is to integrate all these functions into Qualys, creating a single dashboard for comprehensive security monitoring and management.
Senior Information Security Engineer at a consultancy with 10,001+ employees
When we have given a very long tag, it doesn't work as expected and requires excessive scrolling.
DevOps Engineer at Syvora
somehow you need to adapt your GitLab pipeline and turn them into JFrog pipeline, and this is something they don't really advertise at first—you're obliged to use the JFrog CLI.
DevSecOps Engineer at a tech services company with 501-1,000 employees
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL.
Development Senior at a financial services firm with 5,001-10,000 employees
The simplicity and straightforwardness are its strongest attributes.
IT Support Technician at a tech vendor with 10,001+ employees
However, it often takes more than thirty minutes to execute the command, and sometimes it fails.
TechOps Engineer at a financial services firm with 201-500 employees
I hope there is an easier way to sandbox people's bring your own device devices because when we're doing SOC 2, it really wants us to sandbox things so that if someone were to take a device that is not ours, we could delete just our data off there and not theirs.
SysAdmin at a recreational facilities/services company with 11-50 employees
 

Setup Cost

Qualys TotalCloud offers competitive pricing for large enterprises, providing flexible, cost-effective solutions with comprehensive features and benefits.
Kandji's bucket-based pricing may be costly for smaller firms, though competitive, with straightforward setup and license processes.
Qualys TotalCloud's pricing is currently acceptable, it is becoming increasingly expensive.
Senior Manager at a financial services firm with 10,001+ employees
Pricing is managed by our finance team; however, Qualys TotalCloud offers cost-effective licensing flexibility.
IT Manager at a consultancy with 10,001+ employees
Qualys TotalCloud is expensive, but it offers a premier solution with no headaches.
Vice President at Inspira Enterprise
JFrog Xray provides a free trial of 14 days.
DevOps Engineer at Syvora
The basic scanning capabilities come with Artifactory, however, curation requires additional licenses.
Development Senior at a financial services firm with 5,001-10,000 employees
It is cheap.
TechOps Engineer at a financial services firm with 201-500 employees
The pricing is not published publicly, requiring interaction with sales representatives for details.
Cloud Ops Lead at a tech vendor with 10,001+ employees
While it might be on the expensive side compared to Jamf Pro, it is closer in pricing to other MDMs such as Microsoft Intune, which comes with the EMS E3 license.
Technical Lead at a tech vendor with 10,001+ employees
 

Valuable Features

Qualys TotalCloud enhances cloud security with risk prioritization, automation, and visibility, boosting efficiency in vulnerability management and remediation.
JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
Kandji offers a user-friendly interface, efficient management, and robust support, excelling in security, compliance, and remote support for IT teams.
This view of risk helps reduce the work we would have to do to combine multiple sources to prioritize risk.
Works at a consultancy with 10,001+ employees
It will help cybersecurity professionals monitor the cloud and find vulnerabilities.
Developer at a consultancy with 10,001+ employees
We are enjoying the new feature, FlexScan, which is valuable for Internet-facing VMs.
Senior Consultant at a consultancy with 10,001+ employees
The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features.
Development Senior at a financial services firm with 5,001-10,000 employees
The policy-driven approach of JFrog Xray helped me maintain security standards by integrating it in the development pipeline.
DevSecOps Engineer at a tech services company with 501-1,000 employees
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.
DevOps Engineer at Syvora
Kandji has impacted my organization positively by definitely increasing security because it notifies you when an update is ready to be installed, and if you do not install it within a reasonable time frame, it would automatically install it.
Cloud Ops Lead at a tech vendor with 10,001+ employees
It is reliable, a modern approach to managing Apple devices, and with features in blueprints, smart apps, and consistently reliable performance, I do not think Jamf really comes close.
IT Support Technician at a tech vendor with 10,001+ employees
The Auto Apps function is brilliant. It takes 20 seconds to push out a new app, and it automatically updates. This function really saves time.
IT Operation Manager at a retailer with 201-500 employees
 

Categories and Ranking

Qualys TotalCloud
Sponsored
Ranking in Vulnerability Management
10th
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
46
Ranking in other categories
Container Security (11th), 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 Vulnerability Management
48th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (20th), Software Composition Analysis (SCA) (8th), Software Supply Chain Security (4th)
Kandji
Ranking in Vulnerability Management
20th
Average Rating
8.8
Reviews Sentiment
6.4
Number of Reviews
20
Ranking in other categories
Mobile Device Management (MDM) (3rd), Enterprise Mobility Management (EMM) (3rd), Endpoint Detection and Response (EDR) (12th)
 

Mindshare comparison

As of October 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 1.0%, down from 1.4% compared to the previous year. The mindshare of Kandji is 0.5%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Mindshare Distribution
ProductMindshare (%)
Qualys TotalCloud1.2%
Kandji0.5%
JFrog Xray1.0%
Other97.3%
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.
CD
SysAdmin at a recreational facilities/services company with 11-50 employees
Strong security structure has supported fast Mac and iOS administration with minimal IT effort
One area for improvement for Kandji would be having a bigger suite of applications. I noticed that some of the niche apps our data software firm needs were not in the regular library. We were able to use the custom app feature to create those apps ourselves, but I would love it if Kandji could expand the library. I also wish Kandji could lock down different ports on MacBooks based on which ones we wanted to shut down, and I hope there is an easier way to sandbox people's bring your own device devices because when we're doing SOC 2, it really wants us to sandbox things so that if someone were to take a device that is not ours, we could delete just our data off there and not theirs. An improvement needed for Kandji would be the ability to remote into devices. I would appreciate something that is really reliable for that without having to buy third-party software.
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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%
Comms Service Provider
14%
Outsourcing Company
12%
Financial Services Firm
10%
Construction Company
7%
 

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 Business6
Midsize Enterprise5
Large Enterprise7
 

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 Kandji?
My experience with pricing, setup cost, and licensing is that we are using nearly 100 machines in Kandji, which comes...
What needs improvement with Kandji?
One thing I have noticed is that Kandji is mainly for Mac devices. We cannot manage Windows devices on Kandji. This i...
What is your primary use case for Kandji?
Kandji, which is now called Hero, is used for mobile device management. We use it to manage Mac devices, Apple device...
 

Comparisons

 

Also Known As

Qualys TotalCloud with FlexScan
JFrog Security Essentials
No data available
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Information Not Available
Find out what your peers are saying about JFrog Xray vs. Kandji and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.