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JFrog Xray vs Wiz Code comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

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 enhances efficiency, reduces costs by 30-40%, and increases ROI by 10-20%, significantly saving time and resources.
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
3.7
Wiz Code significantly boosts efficiency by automating security tasks, reducing issue identification time, and minimizing investigation and human errors.
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
CallStream helps us integrate and automate tasks.
Senior Security Consultant at CyberNxt Solutions LLP
Wiz Code allows us to scan all accounts within minutes.
DevOps / Cloud R&D Team at Sri Cloud Solutions
Now, with the security graph automatically correlating findings, critical issues are identified in 30 minutes, resulting in a 90 percent plus reduction in investigation effort.
Lead Security Engineer at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
7.0
Qualys TotalCloud's customer support is praised for expertise and responsiveness but occasionally faces response delays and inefficiencies.
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
5.3
Wiz Code customer service is praised for prompt responses and effective solutions, though some suggest improving response times.
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
When we initiate a case for Wiz Code customer support, they immediately respond and contact us to help reduce that issue and address any possibilities.
Vulnerability Management at a tech vendor with 1,001-5,000 employees
They've set up regular connects with the team, they share new updates, and they want to get feedback in terms of what we think could be done differently.
Security Manager at a consultancy with 10,001+ employees
the response time or RTO is longer than expected, indicating where they need to improve.
Assistant VP at NatWest Group
 

Scalability Issues

Sentiment score
7.5
Qualys TotalCloud excels in scalability but may need skilled management, adaptable for varying environments and large-scale deployments.
Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
Sentiment score
5.4
Wiz Code excels in scalability, integrating well with SCM platforms and AWS, offering adaptability and effective vulnerability detection.
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
In terms of cloud environment scalability, this is where Wiz Code generally excels, being built to handle thousands of AWS accounts, multi-cloud environments, and millions of cloud resources.
Lead Security Engineer at a tech vendor with 10,001+ employees
We use Wiz Code dashboards and queries daily to identify vulnerabilities.
Vulnerability Management at a tech vendor with 1,001-5,000 employees
 

Stability Issues

Sentiment score
8.3
Qualys TotalCloud is praised for stability, boasting 99.9% uptime with minimal downtime and quickly resolved minor bugs.
Sentiment score
7.6
JFrog Xray is praised for stability and security, compared favorably to competitors, with minor concerns about PostgreSQL support.
Sentiment score
8.1
Wiz Code is praised for its exceptional stability, reliability, and easy API integration, with a flawless two-year track record.
Overall, the support provided has been excellent.
Analyst, Information Security at Infosys
It is a stable solution, which is why we chose it.
CIO at a venture capital & private equity firm with 11-50 employees
Continuous monitoring is crucial to ensure system stability and avoid vulnerabilities or threats.
Developer at a consultancy with 10,001+ 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
The best part is that their entire solution is built on APIs, allowing for easy integration without a codeless approach.
Assistant VP at NatWest Group
From the CNAPP focus, it has been serving me exceptionally with zero failure rate since I've been using it.
Cybersecurity Consultant (Enterprise Projects & Detection Engineering) at Lighthouse Technology
Wiz Code is stable, and we can customize it according to our requirements.
DevOps / Cloud R&D Team at Sri Cloud Solutions
 

Room For Improvement

Users recommend enhancing compliance, UI, integration, and reporting, improving security features, and optimizing pricing and navigation for Qualys TotalCloud.
Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
Wiz Code should simplify dashboards, enhance analysis, auto-generate policies, and improve pricing, integration, and user-specific AI recommendations.
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
Governance is the area where Wiz Code actually shines; for large enterprises, governance is not just finding vulnerabilities; it includes ownership, accountability, exceptions, policies, risk acceptance, and auditability.
Lead Security Engineer at a tech vendor with 10,001+ employees
If a particular vulnerability is compromised, it could be a low severity, but if it's compromised, what business impact does it have?
Security Manager at a consultancy with 10,001+ employees
When discussing IaC policies, you want to ensure engineers cannot merge anything non-compliant to your environment.
Assistant VP at NatWest Group
 

Setup Cost

Qualys TotalCloud is costly but offers value and integration, ideal for enterprises despite higher pricing.
Wiz Code's pricing is seen as costly, with value depending on organizational size and feature usage.
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
If you are a small scale enterprise organization, you probably would not pay such a hefty amount of money to protect your organization.
Security Architect/Staff Engineer at a consultancy with 10,001+ employees
Wiz Code scans your containers twice, first during runtime and then during shift-left when you build the Kubernetes manifest, which causes Wiz Code to charge separately for running the agent on the containers to give runtime posture, as well as for scanning images in the environment during shift-left.
Assistant VP at NatWest Group
I would say the pricing is not too high.
Lead Security Engineer at a tech vendor with 10,001+ employees
 

Valuable Features

Qualys TotalCloud enhances risk management with misconfiguration detection, TruRisk integration, continuous monitoring, automation, and seamless integration for IaaS and SaaS.
JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
Wiz Code enhances cloud security with AI-driven vulnerability detection, seamless tool integration, intuitive UI, and efficient risk management.
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
Wiz Code takes CNAPP to the next level by offering AppSec capabilities on top of CSPM functionality.
Cyber Security Consultant at a tech vendor with 10,001+ employees
Wiz Code is a platform that serves most of these features as a single entity, which has definitely reduced the time for triaging the security aspects of vulnerabilities and helps in overall innovation for the team.
Security Architect/Staff Engineer at a consultancy with 10,001+ employees
Since using Wiz Code, we have reduced the number of our vulnerabilities by 50%, criticals by 90%, so we are very satisfied with it.
Vulnerability Management Analyst at a government with 1-10 employees
 

Categories and Ranking

Qualys TotalCloud
Sponsored
Ranking in Vulnerability Management
10th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
41
Ranking in other categories
Container Security (11th), Cloud Workload Protection Platforms (CWPP) (7th), Cloud Security Posture Management (CSPM) (7th), SaaS Security Posture Management (SSPM) (2nd), Cloud-Native Application Protection Platforms (CNAPP) (6th)
JFrog Xray
Ranking in Vulnerability Management
47th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (16th), Software Composition Analysis (SCA) (7th), Software Supply Chain Security (3rd)
Wiz Code
Ranking in Vulnerability Management
19th
Average Rating
8.4
Reviews Sentiment
5.1
Number of Reviews
14
Ranking in other categories
Risk-Based Vulnerability Management (9th), Cloud Security Remediation (1st), Application Security Posture Management (ASPM) (4th), Continuous Threat Exposure Management (CTEM) (3rd)
 

Mindshare comparison

As of August 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 1.2%, down from 1.6% compared to the previous year. The mindshare of Wiz Code is 1.0%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Mindshare Distribution
ProductMindshare (%)
Qualys TotalCloud1.2%
Wiz Code1.0%
JFrog Xray1.2%
Other96.6%
Vulnerability Management
 

Featured Reviews

RO
IT Security Expert at Alior Bank S.A.
Unified risk scoring has improved our cloud visibility and simplifies remediation priorities
Qualys TotalCloud provides unified vulnerability and threat assessment across both IAS and SaaS. This solution provides a single prioritized view of risk, which helps reduce the work I would have to do. We are no longer based on CVSS; we are based on Qualys risk scoring, which is based on CVSS plus internal findings made by Qualys, and then assigns its own score. The TruRisk insight feature has found a small number of assets with high vulnerability scores, though I am cautious since some information is classified. Qualys TotalCloud has positively impacted our bank's performance, and we have definitely seen benefits after implementing this solution.
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.
Aditya Sarkar - PeerSpot reviewer
Assistant VP at NatWest Group
Unified dashboards have streamlined code‑to‑cloud risk tracking and reduced manual reviews
The best features of Wiz Code that I appreciate the most include their entire dashboarding and the seamless integration with different DevOps tooling like GitHub or Azure DevOps. It seamlessly integrates, allowing you to run scanners directly onto the machines without consuming too many resources, and the recategorization of vulnerabilities is absolutely wonderful, giving you a complete attack path, which is something I love about Wiz Code because it details the entire lateral movement of the issue, whether it is a complete shift-left or shift-right, serving as the differentiators compared to other tools in the market. When I talk about ROI with Wiz Code, it almost cuts you down to 20% to 25% of the daily effort needed in terms of FTE. If you are working with around 100 developers or engineers, you might come down to 60 to 70 engineers, with the rest completely automated by removing false positives, showcasing where the USP comes in.
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Top Industries

By visitors reading reviews
Manufacturing Company
13%
Outsourcing Company
12%
Comms Service Provider
10%
Financial Services Firm
10%
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
6%
University
5%
Manufacturing Company
14%
Financial Services Firm
9%
Construction Company
9%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise5
Large Enterprise30
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise14
 

Questions from the Community

What needs improvement with Qualys TotalCloud?
To be totally honest, I do not have any best features because I have had a bad experience using this tool, especially...
What is your primary use case for Qualys TotalCloud?
My main use case for Qualys TotalCloud is vulnerability management and exposure management. I use this tool to evalua...
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 Wiz Code?
For now, I haven't considered a second choice other than Wiz Code; I am satisfied with the services I am getting, wit...
What needs improvement with Wiz Code?
I haven't really explored the scalability of Wiz Code yet, but I'm looking to explore it on the production side for m...
What is your primary use case for Wiz Code?
I am an end user of Wiz Code and I use it for personal projects. I use Wiz Code for Kubernetes baseline and for secur...
 

Comparisons

 

Also Known As

Qualys TotalCloud with FlexScan
JFrog Security Essentials
Dazz.io
 

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. Wiz Code and other solutions. Updated: June 2026.
908,834 professionals have used our research since 2012.