JFrog Container Registry is an enterprise-grade solution for managing software artifacts, deployed across AWS, Azure, and GCP, featuring seamless integration with DevOps workflows.

| Product | Mindshare (%) |
|---|---|
| JFrog Container Registry | 20.3% |
| Harbor | 22.3% |
| Amazon ECR | 16.0% |
| Other | 41.4% |
| Type | Title | Date | |
|---|---|---|---|
| Category | Container Registry | Jun 23, 2026 | Download |
| Product | Reviews, tips, and advice from real users | Jun 23, 2026 | Download |
| Comparison | JFrog Container Registry vs Amazon ECR | Jun 23, 2026 | Download |
| Comparison | JFrog Container Registry vs Harbor | Jun 23, 2026 | Download |
| Comparison | JFrog Container Registry vs Azure Container Registry | Jun 23, 2026 | Download |
| Title | Rating | Mindshare | Recommending | |
|---|---|---|---|---|
| Oracle Cloud Infrastructure (OCI) | 3.9 | 4.5% | 92% | 97 interviewsAdd to research |
| Harbor | 4.0 | 22.3% | 100% | 2 interviewsAdd to research |
| Company Size | Count |
|---|---|
| Small Business | 3 |
| Midsize Enterprise | 2 |
| Large Enterprise | 2 |
| Company Size | Count |
|---|---|
| Small Business | 194 |
| Midsize Enterprise | 93 |
| Large Enterprise | 502 |
JFrog Container Registry is tailored for modern development needs, offering advanced code and vulnerability scanning through X-ray scans, making it a robust choice for handling containers and Helm charts. It supports cloud-native environments and is optimized for hybrid SaaS deployments, ensuring compatibility and integration with existing CI/CD tools like Jenkins and Kubernetes. Despite high storage costs and documentation challenges, its deployment efficiency in complex development pipelines stands out.
What are the most important features of JFrog Container Registry?In industries reliant on continuous integration and delivery, JFrog Container Registry is integral for ensuring secure and efficient application development. It's commonly implemented in sectors prioritizing rapid deployment, secure storage, and precise vulnerability management, such as financial services, healthcare, and technology firms, facilitating reliable integration and expansion in complex environments.
Facebook, Airbus, Dell, Slack, Volvo, Netflix, Spotify, T-Systems, Mastercard
| Author info | Rating | Review Summary |
|---|---|---|
| Senior Consultant at Mettler-Toledo International Inc. | 4.0 | I find JFrog Container Registry valuable for X-ray vulnerability scans and low latency. I'd like enhanced vulnerability categorization and better handling of large artifact uploads, plus improved stability during concurrent downloads. |
| Development Specialist at tata elxsi | 4.0 | I use JFrog Container Registry as a Docker repo for sharing build artifacts via Jenkins. Its efficient space management and threaded transfers are valuable, but network issues sometimes cause upload failures. I recommend this flexible solution. |
| Quality Engineering Lead at a logistics company with 51-200 employees | 4.5 | I use JFrog Container Registry as a central repository for all packages and code, valuing its vulnerability scanning, local caching to reduce build times, and enhanced security. It significantly aids my team's collaboration and dependency resolution, though the free tier offers limited features. |
| DevOps Engineer at J. Crew Group, Inc. | 4.0 | I had a good experience using JFrog Container Registry to manage artifacts in our DevOps processes, appreciating features like image scanning, though pricing remains a concern. More clarity and control over costs would enhance its value further. |
| Senior Cloud/DevOps Engineer | 3.5 | I use JFrog Container Registry for CI/CD pipelines on Kubernetes. While useful, I've faced lagging and find scalability fair, not best. Better security integration, documentation, and promotion automation are needed. Despite initial setup difficulty, I rate it a seven. |
| Dev Ops Engineer at Infosys | 4.0 | JFrog Container Registry provides a centralized solution for managing software artifacts. It integrates development and operations workflows, supports multi-cloud deployments, but can be challenging to install initially. It's valuable, cost-effective, and widely used in larger companies like Walmart. |
| Sr. Systems Engineer at The TCW Group | 4.0 | We use JFrog Container Registry to compile and manage code, benefiting from its code scanning feature. Despite occasional performance issues with GitHub integrations, it surpasses our previous solution, ProGet, and provides ROI. |
| Software Engineer (DevOps/ SRE) at Sensys LLC | 3.0 | We use JFrog Container Registry for deploying images and Helm charts in our Kubernetes-based environment. While JFrog Xray is a valuable feature, the lack of clear cloud documentation, complex pricing, and high storage costs are significant drawbacks, pushing us to consider alternatives. |
Positive

My main use case for JFrog Container Registry is for a Docker repository, and I use it for uploading build artifacts, such as binary applications, for storing the application for upload and download from the local PC. I use Jenkins as well.
I generally access JFrog Container Registry through the command line interface and GUI. I download the artifacts from the build that is uploaded, and once it is released, I download from Artifactory. I also upload files to the repository directly, so I use both the command line and GUI.
I run it using Jenkins, so it is for sharing across the team. Once the build system builds the binary to the local PC, I upload it to Artifactory, and the corresponding code, binary, and libraries are shifted as a zip file to share with the customer.
The best features of JFrog Container Registry include managing space efficiently when uploading the same files, and it allows me to upload and download using a threaded option for faster transfers than what can be achieved on the network.
JFrog Container Registry has made it easier for everyone in the organization to share resources as everyone has user IDs and passwords for easy access.
The biggest friction point with JFrog Container Registry is sometimes network issues where I am unable to upload files due to frequent locks. When I interface with JFrog but encounter a network connection issue, uploads may fail after multiple attempts.
I have been using Frog Container Registry for five to six years.
When I first implemented JFrog Container Registry, it took almost six to eight years to interface it using JFrog command for upload and download because I felt that the systems were unstable during continuous uploads and downloads due to size issues. Nowadays, JFrog Container Registry is stable and has a feature where it will not take much time if the same files are uploaded to the same location, and it also takes less time if the files have already been downloaded due to its caching mechanism.
Previously, I was using Samba for storage in the local network, which was tough to manage due to continuous growth and slow network paths, which is why I am trying to use JFrog owing to its efficient size management features.
There are teams managing JFrog internal configuration, and I am from the developer and DevOps side, focusing on implementation and not monitoring JFrog architecture. If any size limit exceeds or if any issue arises in JFrog, I do not handle those issues. I maintain the interface between Jenkins and JFrog.
I am not the one deciding to use JFrog. Other team members considered it, while my role is to integrate JFrog and communicate how I can utilize it in the system.
I would suggest using JFrog Container Registry as it is flexible and has a low chance of breakage, making it ideal for building systems and sharing results. I collaborate in team meetings using Zoom and Teams. I would rate this product an 8 out of 10.
My main use case for JFrog Container Registry is that we have a central repository where we store all our Git repositories and code bases. If there are other external packages that we need to include in our projects, these are part of JFrog Container Registry.
Day-to-day and week-to-week, there are multiple use cases which vary for JFrog Container Registry. What I do is work on coding new things, new systems, and building new features. JFrog Container Registry helps me fetch specific packages and serves as a source of truth for various JAR files, Node Package Manager packages, and Docker images. It helps me reduce build times through local caching and provides its own vulnerability scanning features, aiding me with dependency resolution in general.
Adoption of JFrog Container Registry has been with both power and casual users. There are individuals who code extensively and individuals who conduct several proof of concepts on new packages and new images. Those people are our power users, and they have specific ingrained accesses and deeper knowledge of JFrog Container Registry, which is limited more or less to the technology department. Not every team or business unit uses it throughout the company, but most of them in the division that I am in do use it.
The best features of JFrog Container Registry include documentation of specific SSOs, custom layouts, and it helps set up charts for Kubernetes. It provides caching of external dependencies locally during deployments and has deeper access controls where some individuals or teams can be given certain accesses while others are not, which is a primary way we use it.
JFrog Container Registry has impacted my organization in a way that is hard to gauge at an organization level because I was not involved in cost analysis or benefit saving analysis. However, for our team, it has been very useful from a security standpoint, as we do not have to manually perform vulnerability scanning of every random open-source package. It provides a central way to install packages and Docker images from.
I cannot provide a cost reduction or efficiency gain, but I can say there is a very large security vulnerability gain we have. We do not get phased out by random packages, malware, or hackware, and monetary losses are generally reduced by not using open-source packages that can create vulnerabilities or have hidden code such as remote code execution. JFrog Container Registry helps us prevent all of that.
JFrog Container Registry has changed how my team collaborates by providing a central repository where we pull in all our packages. Although it is hard to quantify the collaboration impact, it generally helps us collaborate across the organization.
Regarding features I wish it had, if I talk about the free tier provided in one of the smaller organizations that I worked in, I think that was very limited. Unless you have a paid, pro, or enterprise tier, the features you get are somewhat limited and can have some hidden costs. Those are some of the things that could be made better.
I have been familiar with JFrog Container Registry for more than four years.
I do not know any friction points with JFrog Container Registry, as we have been using it very smoothly.
Before landing on JFrog Container Registry, we were using Nexus Sonatype at some stage, and we have also used AWS CodeArtifact before it was phased out.
The decision on JFrog Container Registry specifically over those alternatives was an organization-based decision. I think it is a straightforward tool that provides various different kinds of enterprise and pro-level plans, generally meant for large organizations, which is why it was adopted.
I am not aware of any features that came up during implementation that I am not actually using. I think it has something called X-ray related features, but I am not sure if I have used it or not. I would rate JFrog Container Registry highly on a scale of one to ten, and I have no additional advice to give to someone considering it with a similar workflow to mine. I feel that you have asked great questions, and nothing else needs to be covered. I have assigned this review a rating of nine out of ten.
It was a good experience with JFrog Container Registry. We used that in our tool and process to manage artifacts.
We can use extra features, such as X-ray for scanning code or images. I think it should have been used more.
I am working for JFrog Group as a DevOps professional.
They are using these solutions: Sonocube, JFrog Container Registry, and Dynatrace.
Advanced scanning of images, container images, finding vulnerabilities, filtering those vulnerabilities, and building golden images are the security features I look for.
One of the concerns we had was regarding the pricing in terms of the amount of time utilized.
Pricing, purge of data or historical data, ease of usage, pricing model, setting the current pricing, changes in the configuration so that the pricing can be brought down, and better utilization of JFrog Container Registry are the issues I face.
We would prefer to have more control over pricing, more clarity on pricing, and improvements on the analytics part with JFrog Container Registry. If we are going to use security features, these are things we will look at.
I have been using JFrog Container Registry for more than one year, almost two years.
I will get back to you in two days.
I am working for an organization which is a customer for JFrog Container Registry.
On a scale of one to five, I rate JFrog Container Registry a four out of five.
Neutral

JFrog Container Registry acts as a single solution for storing and managing all of our software artifacts. This includes packages, files, and containers throughout our software supply chain.
We have a central JFrog server, and we integrate various tools with it. The artifacts are stored there. It helps us manage the process from build to release.
There are several aspects. We use it to store container access information securely. We've also implemented authentication mechanisms like SAML, download blocking, and virtual IT consoles.
For repository optimization, we've used the file store feature within JFrog Container Registry.
The security features in JFrog Container Registry have helped protect the integrity of the Docker images.
From my perspective, it allows us to integrate our development and operations workflows seamlessly. It's self-hosted and works well in hybrid SaaS environments. Plus, it supports multi-cloud deployments across AWS, Azure, and GCP.
In my experience, there was a bit of a learning curve at the beginning. It can be somewhat challenging to install and get started. However, once you gain some experience, working with JFrog becomes much easier.
Overall, it's manageable for beginners, but there might be a bit of a learning curve. I'd call myself an intermediate user.
We've been using it in my organization for about two and a half years now.
From my experience, it's stable. I've used it heavily for CI/CD workflows, and the automation is fast without any breakdowns. We've even integrated it with IoT device management.
Based on my observations across multiple projects, I'd estimate that around 50-70% of our teams use JFrog in some capacity.
The companies I've worked with, like Walmart and others, already had JFrog deployed when I joined. Often, with larger companies, it's not feasible to switch major tools once they're in place.
As a DevOps engineer, I found the initial setup straightforward to install and use. I've even set up and managed JFrog Artifactory instances from scratch earlier in my career. I know JFrog well from the artifact storage perspective.
Assuming everything is set up correctly, it should take about half an hour – maybe 15 to 30 minutes.
It's cloud-based. We use AWS.
It offers valuable features and is worth the money.
The pricing is somewhat expensive compared to its competitors.
We use the Pro version because we have a data consumption of 6GB in our organization. We considered the Enterprise plan as well, which is around $750, but we're still evaluating that option. For now, we're sticking with the base Pro package.
I'd definitely recommend it. It's a good choice for those starting out, especially if you're focused on container-based workflows. It's easy to understand and deploy, and you can even use the JFrog interface directly. There might be even better options depending on your specific needs.
Overall, I would rate the solution an eight out of ten.
We use the solution to compile the codes before publishing them. We utilize third-party containers and codes, downloading them to the JFrog Container Registry. Developers then access it from the JFrog Container Registry, and there's a specific job responsible for running and validating all security checks, ensuring compatibility. If there are any issues or if packages require updates, we manage those updates through this system.
The product offers a centralized repository.
JFrog Container Registry's most valuable feature is code scanning.
One challenge we face is related to performance. Our integration involves GitHab and JFrog Container Registry, with pipelines fetching data from GitHub and JFrog Container Registry for third-party code. However, there are instances where this process can slow down the pipeline.
I have been using the product for a couple of years.
I rate the solution an eight out of ten.
I rate JFrog Container Registry's scalability an eight out of ten.
JFrog Container Registry's tech support team is responsive.
Positive
We used ProGet before JFrog Container Registry. JFrog Container Registry is much more advanced.
JFrog Container Registry's deployment was not complex.
We have seen ROI with the tool's use.
The solution is expensive.
I rate the tool an eight out of ten.

We push our images and Helm charts to the JFrog Container Registry. Since we have a Kubernetes-based environment, these images and Helm charts are pulled from the Kubernetes cluster and deployed.
We have integrated JFrog Xray, and we use it for storage purposes.
The solution's documentation available over the internet is not straightforward and customer-friendly. The documentation is mostly for the on-prem services, and there's no documentation for the cloud offering, which could be improved. The pricing is not readily explained over the internet, and I had to manually check a lot of forums to get an insight into how we are getting charged.
We were on a pro plan, and JFrog could have suggested optimization or plan upgrades based on our utilization. That didn't happen unless we manually looked into it, and now we are considering moving away from this platform.
The solution's storage costs are getting too high. Last month, we were charged around two and a half terabytes, which is a lot of data. We are considering moving towards a cost-effective platform.
I have been using JFrog Container Registry for one and a half years.
JFrog Container Registry is a stable solution.
I rate the solution an eight out of ten for stability.
We are a team of 35 developers using the tool in our organization.
I rate the solution’s scalability an eight out of ten.
The technical support’s response time could be improved.
Neutral
Since one of our team members had prior knowledge of it, the initial setup of the solution wasn't difficult for us.
The solution’s deployment took around a week.
JFrog Container Registry is a very expensive solution.
On a scale from one to ten, where one is expensive and ten is cheap, I rate the solution’s pricing a two out of ten.
We are using the cloud-based version of JFrog Container Registry. I would not recommend the solution to other organizations.
Overall, I rate the solution a six out of ten.