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Docker vs JFrog Xray comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 29, 2025

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
8.0
Docker offers cost savings by enhancing efficiency, reducing complexity, and enabling faster deployment with consistent environments and smaller hardware.
Sentiment score
5.9
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
 

Customer Service

Sentiment score
4.1
Docker's customer service is praised for documentation, though many use community resources; support averages 7-8/10 in ratings.
Sentiment score
3.8
JFrog Xray's customer service receives mixed reviews, with varying satisfaction in support response times and account manager interactions.
When we need clarifications, we contact our account manager, and they arrange demos.
 

Scalability Issues

Sentiment score
7.5
Docker efficiently scales applications, especially with Kubernetes and Terraform, despite limitations in disk space and local machine scalability.
Sentiment score
7.4
JFrog Xray is viewed as scalable, accommodating growth plans, despite some PostgreSQL constraints, and rates scalability 7-8/10.
Previously, only one or two applications could run on a server, but now it can handle hundreds of applications, scaling up or down as needed.
 

Stability Issues

Sentiment score
7.9
Docker is highly regarded for stability and reliability, despite minor issues with Windows compatibility and occasional resource concerns.
Sentiment score
7.7
JFrog Xray is praised for stability and performance, though its provided PostgreSQL is considered unstable, needing enterprise support.
 

Room For Improvement

Docker needs improvements in stability, security, documentation, user interface, pricing, and support to enhance adoption and usability.
JFrog Xray needs improvements in documentation, UI, reporting, performance, vulnerability management, integration, APIs, and troubleshooting support.
Docker is a time-tested, proven solution with industry-wide applications.
In terms of communication between services, perhaps the configuration within networks between containers could be improved.
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL.
 

Setup Cost

Docker's open-source version is free, but licensing for Enterprise users starts at $24 per user monthly, prompting alternatives.
I consider Docker's pricing to be affordable.
The basic scanning capabilities come with Artifactory, however, curation requires additional licenses.
 

Valuable Features

Docker's key benefits are security, ease of use, portability, quick deployment, and efficient resource management with extensive features and documentation.
JFrog Xray efficiently blocks vulnerabilities with policy watches, integrates with Artifactory, and excels in scanning and license compliance.
It allows the software to run on various machines without compatibility issues, saving a lot of time.
The most valuable feature is the simple containerization.
The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features.
 

Categories and Ranking

Docker
Ranking in Software Supply Chain Security
6th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
56
Ranking in other categories
Development Platforms (1st), Container Management (5th)
JFrog Xray
Ranking in Software Supply Chain Security
2nd
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
8
Ranking in other categories
Vulnerability Management (32nd), Container Security (20th), Software Composition Analysis (SCA) (6th)
 

Mindshare comparison

As of July 2025, in the Software Supply Chain Security category, the mindshare of Docker is 2.1%, up from 1.3% compared to the previous year. The mindshare of JFrog Xray is 17.3%, up from 17.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Supply Chain Security
 

Featured Reviews

Gur Sannikov - PeerSpot reviewer
Offers reliability and helps to save on costs
In terms of the impact of container orchestration, I would say that though my company does not currently use a lot of containers, we plan to move to containers. I recommend others to just use the internet than ChatGPT since mostly all issues are already known and very easy to deal with so it is better to use the knowledge from the industry. In terms of the use of Docker for AI projects or workflows, I would say that my company deploys AI applications on Docker, like any other application and pipeline. The tools or practices that have proven to be the most beneficial for our company's AI initiatives are agnostic to Docker. There is nothing special in Docker, and our company just uses it to deploy applications. The value derived from the use of the product revolves around the scalability and the reliability it offers. The product helps with the cost-savings part since it saves time and money linked with the amount of engineers required to spend time on operations. I rate the solution a nine out of ten.
Mokshi Pandita - PeerSpot reviewer
An intelligent solution that prioritizes which vulnerability to target first in your project
We could create any number of repositories, but we can create only thirty projects with JFrog Xray. If I want things to work, it has to be one project and multiple repositories that belong to different real projects. So I have a limitation of thirty projects, despite being a premium customer. JFrog Xray does not have a dashboard. Although I am able to generate reports, there is no proper dashboard where I can see the total number of vulnerabilities, the total number of license issues, and how many vulnerabilities are fixed. Second, I found the shift left approach missing with JFrog Xray. JFrog Xray has integration with IDEs, but it does not tell you about the vulnerabilities until the artifact is created. However, Snyk could directly integrate with your repository and would not allow you to build unless you fix the problem.
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Top Industries

By visitors reading reviews
Computer Software Company
15%
Financial Services Firm
10%
Manufacturing Company
9%
Government
9%
Financial Services Firm
25%
Computer Software Company
12%
Manufacturing Company
11%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Docker?
We are using Docker to host applications.
What is your experience regarding pricing and costs for Docker?
Regarding the cost, Mirantis Container Cloud is cheaper than other solutions like Red Hat. The license costs around 10,000 Indian rupees per year.
What needs improvement with Docker?
Mirantis Container Cloud should have AI integration tools, which are not available right now. These tools should assist in app scalability and deployment error handling.
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?
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL. More support during troubleshooting sessions would also be beneficial.
What is your primary use case for JFrog Xray?
Our primary use case for X-ray includes multiple activities such as security and vulnerability scanning. We already use Black Duck for these purposes, and we are evaluating how JFrog Xray can offer...
 

Comparisons

 

Also Known As

No data available
JFrog Security Essentials
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about Docker vs. JFrog Xray and other solutions. Updated: June 2025.
860,168 professionals have used our research since 2012.