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Docker vs JFrog DevOps Cloud Platform 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:
 

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 DevOps Cloud Platform
Ranking in Software Supply Chain Security
16th
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
3
Ranking in other categories
DevSecOps (12th)
 

Mindshare comparison

As of August 2025, in the Software Supply Chain Security category, the mindshare of Docker is 3.3%, up from 1.1% compared to the previous year. The mindshare of JFrog DevOps Cloud Platform is 0.7%. It is calculated based on PeerSpot user engagement data.
Software Supply Chain Security
 

Featured Reviews

Sunny Nair - PeerSpot reviewer
Offers application conversion to Docker image and a mature environment
The learning curve with Docker is huge and extensive. Adopting Docker is a bit difficult because it requires a lot of expertise and background, including an understanding of networking and security concepts. Many professionals are facing issues with the different architectures that interact with each other in Docker. Whenever in our company, we are working with the production environment, professionals are hesitant to adopt Docker due to the extensive learning curve, and most of the team members in our company are more accustomed to an environment like VMware instead of Docker. Docker runs on scripts, so if AI can automate most of the scripting process in Docker, it would be a great advantage in the future version of Docker. As of now, we can create scripts utilizing most of the functions within Docker, but that initial planning phase wherein to understand exactly how you will plan for the resources, how you will convert applications into a Docker-based image, and similar tasks needs to be simplified so that more professionals can adopt Docker.
Fredierick Saladas - PeerSpot reviewer
Provides superior integration options and comprehensive reporting features
The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options. Improved support for mobile devices would also be advantageous, allowing team members to access the system more effectively while on the go. In the next release, we would like to see advanced analytics features, including predictive analytics to help forecast project outcomes. Additionally, a more robust mobile app with offline capabilities would be valuable for remote work scenarios.

Quotes from Members

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

Pros

"Docker packages up an application as a single item that you can then run without the need to install or configure it to work on any specific machine."
"When used in conjunction with Kubernetes, it is seamless because it integrates very well."
"The deployment is quite fast, which is beneficial."
"It is neat and very flexible."
"The tool's most valuable feature is its sandbox environment. It makes it very easy to run and test applications without needing configurations, which is the core advantage of containerization. Kubernetes and Helm are helpful as they provide high-level metrics, making tracking the status of all the containers and applications running easier."
"There are ways of using Docker where you have absolutely no dependencies on the environment that you work in. This allows us to deploy Docker anywhere anytime and this has been most valuable."
"It is a very stable solution. Stability-wise, I rate the solution a ten out of ten."
"Docker is perfect for what I do...The solution is scalable."
"I appreciate the features in JFrog DevOps Cloud Platform, especially the efficient file management where downloads and uploads are optimized, saving time. The storage efficiency is also great as it avoids redundancy, which is crucial for our team. It is also quite easy to use, especially for basic commands through the command line. It's straightforward for us internally, and our data is well-hosted on their servers, which makes data location and querying fast and efficient. Moving our storage to JFrog has streamlined our development cycle by eliminating duplicated data, which previously took up extra space locally. This efficiency is crucial for our workflow, although network speeds still play a significant role in performance."
"The most valuable features include task tracking and reporting capabilities."
"They have a professional service team that works alongside their engineering and performance teams."
 

Cons

"There can be challenges with port mapping, however, that's not related to Docker itself."
"We'd like knowledge transfer to be easier."
"One of the challenges I face with Docker is debugging containers within the infrastructure. It can be tricky to debug applications inside containers, which is a common issue among developers. If easier tools or methods were available to debug applications within Docker containers, it would be very beneficial."
"There are elements of stability that are problematic. One of the most recent upgrades created a major incident on our cloud, whereby the containers were not restarting automatically."
"I would love to have it available on Linux."
"I think Docker can improve as it relates to overall stability."
"They should provide proper documentation to understand the solution's cgroup process."
"The security layer is very vulnerable, although they are working to improve the system hardening and email hardening."
"The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options."
"We have encountered stability issues lately, particularly with frequent 500 internal server errors. Despite efforts from our DevOps team to adjust settings, these issues persist, affecting our workflow, especially with machine learning data uploads. Overall, while it's beneficial for storage and accessibility, stability issues need improvement for seamless operations. The occasional occurrence of internal server errors takes several minutes to resolve on their own and can disrupt workflows. Another concern is that sometimes files appear to be successfully uploaded, but then they cannot be downloaded, with no error message indicating the issue during the upload process. This inconsistency needs to be addressed by JFrog to ensure reliable functionality for users like us."
"Our locations are in different environments, so the remote server takes time to catch up, causing replication delays. The engineering team suggested that this issue would be resolved, but I'm not sure if it has been addressed yet. This is more of a feature enhancement that we suggested."
 

Pricing and Cost Advice

"Its convenience edition is free of cost."
"Docker is open source. To use a Docker enterprise model, we would need to pay for it."
"Docker is a free open-source solution."
"Docker is cost-effective and open-source."
"Docker has made some changes and there is an enterprise version that is affordable."
"It's an open-source solution, so it doesn't cost anything"
"The current cost for us is nothing as an open source."
"Docker is a free open-source solution."
"The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts."
"Regarding pricing, I focus on the platform's interface and user communication rather than costs."
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Top Industries

By visitors reading reviews
Computer Software Company
15%
Manufacturing Company
11%
Financial Services Firm
9%
Government
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

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 needs improvement with JFrog DevOps Cloud Platform?
The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options. Improved support for mobile devices would also be advantageous,...
What advice do you have for others considering JFrog DevOps Cloud Platform?
Overall, the solution has been a great asset to our team. I advise investing time in the initial setup and training to leverage its capabilities fully. Ensure you clearly understand your needs and ...
What is your experience regarding pricing and costs for JFrog DevOps Cloud Platform?
The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts. Licensing options are flexible, but ensure you understand the terms and any additional costs ...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Docker vs. JFrog DevOps Cloud Platform and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.