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JFrog Container Registry vs Oracle Cloud Infrastructure (OCI) comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 22, 2026

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

JFrog Container Registry
Ranking in Container Registry
2nd
Average Rating
7.6
Reviews Sentiment
7.3
Number of Reviews
6
Ranking in other categories
No ranking in other categories
Oracle Cloud Infrastructure...
Ranking in Container Registry
6th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
97
Ranking in other categories
Infrastructure as a Service Clouds (IaaS) (9th), PaaS Clouds (10th), Marketing Intelligence (1st)
 

Mindshare comparison

As of May 2026, in the Container Registry category, the mindshare of JFrog Container Registry is 21.7%, down from 30.5% compared to the previous year. The mindshare of Oracle Cloud Infrastructure (OCI) is 3.7%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Registry Mindshare Distribution
ProductMindshare (%)
JFrog Container Registry21.7%
Oracle Cloud Infrastructure (OCI)3.7%
Other74.6%
Container Registry
 

Featured Reviews

SS
Senior Consultant at Mettler-Toledo International Inc.
Eases artifact management and boosts SDLC efficiency with robust vulnerability scanning
When managing Docker images, I find that JFrog Container Registry has very low latency when pushing or pulling images, which is a significant reason we are using JFrog, along with easily configurable endpoints to the application. We don't use the replication capabilities of JFrog Container Registry because we tag different sets of containers for every release. Over the years, I have seen nice improvements to the user interface of JFrog Container Registry, and I hope that more additional capabilities come in the future so that we can keep using this tool. Currently, JFrog Container Registry does not support my AI-driven workloads as we haven't explored that direction yet, but it's a consideration for future purposes. We have plans to increase the usage of JFrog Container Registry in the future as we have other products in the pipeline, and once they complete the MVP phase, we will take the next initiatives. Currently, we only have two endpoints for JFrog, one from AWS and one from Azure. Overall, I would rate JFrog Container Registry an eight.
EmmanuelCatalano - PeerSpot reviewer
DBA at a tech services company with 5,001-10,000 employees
Cloud platform has supported cost control and database integration but still needs better metrics and storage
I have not used Oracle Cloud Infrastructure (OCI)'s networking solutions today. I studied it somewhat, but it is not my main area currently. We had some problems sometimes with Autonomous Database in Oracle Cloud Infrastructure (OCI), for example, in the past months related to the asset of the metrics. We found problems related to what we wanted to show to the customer about the database because many metrics were missing. We usually worked together with members of Oracle Italia to ask them to introduce some metrics, for example, those that do not work correctly about CPU usage, memory usage, or network usage. There were some metrics in Oracle Autonomous Database in dedicated infrastructure that did not allow us to show correct information to the customer. We usually needed to ask Oracle Italia to introduce some metrics or clarify metric usage. In some cases, they showed incorrect data in the output, so we had to work with them to solve this problem. I am speaking about problems from approximately one year ago, so I do not know if they have fixed all of it now. One problem I faced in the past with Oracle Cloud Infrastructure (OCI) was also related to documentation. Sometimes there are differences between Oracle Autonomous Database usage on shared infrastructures compared to dedicated infrastructures. When searching for documentation, it is not clear if one aspect or solution is usable in both technologies or on both shared and dedicated infrastructures. I found some documents proposed for Autonomous Database and then discovered that the case was applicable only for shared infrastructure, not dedicated. Oracle Italia explained to me that Oracle Autonomous Database on shared and dedicated are different products. However, I do not understand why if I have the same version of Oracle in both architectures, I cannot have access to some tools or internal packages in both technologies. We usually had to ask them to introduce also in dedicated infrastructures the use of some Oracle PL/SQL packages, some internal packages, for example, for the management of queues. Another aspect is that the storage of Oracle is not very user-friendly. In Autonomous, for example, where I think an autonomous database should manage storage correctly on its own, my experience is that often we have many allocated storage spaces that are free, but it is impossible to reclaim. We need to expand storage and pay for it, even though it is free. I think that regarding the internal management of storage, Oracle can improve.

Quotes from Members

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

Pros

"We have integrated JFrog Xray, and we use it for storage purposes."
"It was a good experience with JFrog Container Registry."
"The most valuable feature of JFrog Container Registry for me has been the X-ray scans because when we ship the product, we need to ensure that there are no vulnerabilities in our application, and X-ray helps us find vulnerabilities in our containers or Helm charts."
"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 most valuable feature of JFrog Container Registry for me has been the X-ray scans because when we ship the product, we need to ensure that there are no vulnerabilities in our application, and X-ray helps us find vulnerabilities in our containers or Helm charts."
"I have built an end-to-end CI/CD pipeline with JFrog and the registry on Kubernetes, utilizing Jenkins, JFrog X-ray, and more."
"I have built an end-to-end CI/CD pipeline with JFrog and the registry on Kubernetes, utilizing Jenkins, JFrog X-ray, and more."
"It supports multi-cloud deployments across AWS, Azure, and GCP."
"I find the Single Sign-On, SSO, feature to be valuable."
"It is more secure and more controlled than an on-premises deployment."
"The deployment is most valuable feature."
"The strength of this product is that they have many good database options, compared to other vendors."
"A good feature of the solution is the clear roadmap it provides specifically from Oracle to PC, there are good options to use OTP."
"Most of the features that I have used in the product are good and I am happy with it."
"The product is easy to use and deploy."
"The solution offers many features and it is a complete replica of our data center."
 

Cons

"In my experience, there was a bit of a learning curve at the beginning. It can be somewhat challenging to install and get started."
"Scalability is fair, but not the best. I find cloud-based features to be better in terms of scalability than JFrog Container Registry."
"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."
"The solution's documentation available over the internet is not straightforward and customer-friendly."
"While using JFrog Container Registry, one limitation I have encountered is that it would be beneficial to have enhanced capabilities for vulnerability scanning, such as proper categorization of SAST, DAST, and IAST."
"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."
"Though Oracle Cloud Infrastructure (OCI) has robust features, improvements could be made to its authentication and identity access management, specifically in making them more seamless without using fingerprints for authentication."
"Nowadays, every SR is referred to Oracle Cloud Connect without a person actually handling the customer."
"The solution needs improvement in support, performance, and features."
"The deployment from on-premises to the cloud is a bit complicated."
"With Oracle you have to create your own roles and it is more complex."
"The Oracle Cloud platform remains complex, and despite the abundance of resources available, significant challenges can still arise during the migration process from a legacy or on-premise system. Conversely, smaller companies with less complicated systems, such as those with a two million budget, can migrate more easily."
"The pricing model of Oracle Cloud Platform is an area of concern. Oracle Cloud Platform should be made available at a cheap price."
"Sometimes when we install something, we need to partition and maybe rebuild the index. This can cause some issues for performance."
 

Pricing and Cost Advice

"JFrog Container Registry is a very expensive solution."
"The solution is expensive."
"The pricing is somewhat expensive compared to its competitors. We use the Pro version."
"The solution's cost could be better."
"The license is a bit expensive for academic work."
"I compared Oracle Cloud Platform with other competitor providers like Azure, and I don't think Oracle is too expensive."
"OCI is the cost-effectiveness compared to other similar services, assuming all compliance regulations are met. Additionally, they offer a number of things free of charge, which is particularly beneficial for smaller clients."
"The costs involved are low when it comes to Oracle Cloud, especially when compared to AWS."
"I rate Oracle Cloud three to four out of ten on a scale from one to ten, where one is cheap, and ten is expensive."
"It's less expensive to operate your environment in the cloud than in-house. It's a bundle cost. Everything is included in one price."
"The solution is free to use."
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893,244 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
15%
Manufacturing Company
13%
Computer Software Company
10%
Retailer
5%
Financial Services Firm
11%
Manufacturing Company
9%
Computer Software Company
8%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise20
Large Enterprise54
 

Questions from the Community

What is your experience regarding pricing and costs for JFrog Container Registry?
JFrog pricing includes self-hosted and cloud options, with costs based on licenses, subscriptions, number of nodes, and repository limits. Licensing costs are $3 per year, which I feel is reasonable.
What needs improvement with JFrog Container Registry?
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...
What is your primary use case for JFrog Container Registry?
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 sh...
What are the biggest differences between Workday, Oracle Cloud and SAP SuccessFactors?
Differences between Workday, Oracle Cloud,w and SAP SuccessFactors:w Oracle: "simple interface and deep customization to suit the purpose." SAP: Multiple functionalities that increase process effi...
What needs improvement with Oracle Cloud Infrastructure Registry?
I have not used Oracle Cloud Infrastructure (OCI)'s networking solutions today. I studied it somewhat, but it is not my main area currently. We had some problems sometimes with Autonomous Database ...
What is your primary use case for Oracle Cloud Infrastructure Registry?
In general, I have had a good experience with Oracle Cloud Infrastructure (OCI), even though my current company uses other cloud providers such as AWS and Azure. With GoldenGate on Oracle Cloud Inf...
 

Also Known As

No data available
Oracle Cloud Infrastructure Registry, Oracle OCIR, OCIR, Oracle Cloud, Oracle Cloud Platform, Oracle Data Cloud
 

Overview

 

Sample Customers

Facebook, Airbus, Dell, Slack, Volvo, Netflix, Spotify, T-Systems, Mastercard
Kenya Airways, Cell, Panasonic, Frontera, M&C Saatchi, Lumentum, WA
Find out what your peers are saying about JFrog Container Registry vs. Oracle Cloud Infrastructure (OCI) and other solutions. Updated: April 2026.
893,244 professionals have used our research since 2012.